Information processing method and device, equipment, medium and product

Abstract

The embodiment of the invention provides an information processing method and device, equipment, a medium and a product. The method comprises the steps of receiving a page interaction operation for a target page, obtaining target page information associated with the page interaction operation, and determining first operation description information corresponding to the page interaction operation according to the target page information, the target page information comprises page change information of the target page before and after the page interaction operation is executed; and determining second operation description information associated with the page interaction operation according to the first operation description information, and determining interaction event description information corresponding to the target page according to the second operation description information. According to the technical scheme provided by the embodiment of the invention, the effect of accurately identifying the page interaction event according to the operation description information corresponding to the page interaction operation and the associated operation description information associated with the operation description information under the condition that the page interaction operation is received is realized.

Description

Technical Field

[0001] The embodiments of the present disclosure relate to the field of computer processing technology, and in particular, to an information processing method, apparatus, device, medium, and product. Background Art

[0002] With the development of Internet technology, the business information contained in the network business platform is becoming more and more abundant, and the information interaction methods supported are becoming more and more flexible. At the same time, higher requirements are also put forward for the security of information interaction.

[0003] In the related art, the method of detecting interactive operations usually requires developers to predetermine all the points to be detected in the entire business platform system, then develop a large amount of detection code for each point to be detected, and detect the interactive operations based on the detection code. This detection method requires high professionalism, has certain limitations, and is time-consuming and labor-intensive. When it is necessary to perform interactive operation detection on different business platform systems, it is often necessary to rewrite the detection code to perform operation detection, which takes up a lot of memory and has poor reusability. Summary of the invention

[0004] The present disclosure provides an information processing method, apparatus, device, medium and product to achieve the effect of accurately identifying page interaction events based on operation description information corresponding to the page interaction operation and associated operation description information associated therewith when a page interaction operation is received.

[0005] In a first aspect, an embodiment of the present disclosure provides an information processing method, the method comprising:

[0006] Receiving a page interaction operation for a target page, acquiring target page information associated with the page interaction operation, and determining first operation description information corresponding to the page interaction operation according to the target page information, wherein the target page information includes page change information of the target page before and after the page interaction operation is performed;

[0007] Determine second operation description information associated with the page interaction operation based on the first operation description information, and determine interaction event description information corresponding to the target page based on the second operation description information, wherein the second operation description information at least includes the first operation description information corresponding to the page interaction operation.

[0008] In a second aspect, an embodiment of the present disclosure further provides an information processing device, the device comprising:

[0009] An interactive operation receiving module, configured to receive a page interactive operation for a target page, obtain target page information associated with the page interactive operation, and determine first operation description information corresponding to the page interactive operation according to the target page information, wherein the target page information includes page change information of the target page before and after the page interactive operation is performed;

[0010] An interactive event determination module is used to determine second operation description information associated with the page interactive operation based on the first operation description information, and determine interactive event description information corresponding to the target page based on the second operation description information, wherein the second operation description information at least includes the first operation description information corresponding to the page interactive operation.

[0011] In a third aspect, an embodiment of the present disclosure further provides an electronic device, the electronic device comprising:

[0012] one or more processors;

[0013] a storage device for storing one or more programs,

[0014] When the one or more programs are executed by the one or more processors, the one or more processors implement the information processing method as described in any one of the embodiments of the present disclosure.

[0015] In a fourth aspect, the embodiments of the present disclosure further provide a storage medium comprising computer executable instructions, which, when executed by a computer processor, are used to execute the information processing method as described in any one of the embodiments of the present disclosure.

[0016] In a fifth aspect, the embodiments of the present disclosure further provide a computer program product, including a computer program, which, when executed by a processor, implements the information processing method as described in any one of the embodiments of the present disclosure.

[0017] The technical solution of the disclosed embodiment receives a page interaction operation for a target page, obtains the target page information associated with the page interaction operation, and determines the first operation description information corresponding to the page interaction operation according to the target page information, so that the page interaction operation between the operation object and the page can automatically trigger the acquisition of the page information associated with the page interaction operation, without the need to set a detection code for each supported page interaction operation. The page interaction operation can be accurately and quickly identified according to the acquired page information, and the operation description information of the page interaction operation can be obtained; further, by determining the second operation description information associated with the page interaction operation according to the first operation description information, and determining the interaction event description information corresponding to the target page according to the second operation description information, the technical problems of the operation detection method in the related art that the professional requirements are high, time-consuming and labor-intensive, the reusability is poor, and the memory usage is large are solved, and the effect of accurately identifying the page interaction event according to the operation description information corresponding to the page interaction operation and the associated operation description information associated with it is achieved when the page interaction operation is received, thereby improving the efficiency and recognition accuracy of the interaction operation detection and interaction event recognition, and improving the versatility of the operation detection method and the interaction event recognition method so that they can be reused between different business platforms. BRIEF DESCRIPTION OF THE DRAWINGS

[0018] The above and other features, advantages and aspects of the embodiments of the present disclosure will become more apparent with reference to the following detailed description in conjunction with the accompanying drawings. Throughout the accompanying drawings, the same or similar reference numerals represent the same or similar elements. It should be understood that the drawings are schematic and the originals and elements are not necessarily drawn to scale.

[0019] Figure 1 A flowchart of an information processing method provided by an embodiment of the present disclosure;

[0020] Figure 2 A flowchart of another information processing method provided by an embodiment of the present disclosure;

[0021] Figure 3 A flowchart of another information processing method provided by an embodiment of the present disclosure;

[0022] Figure 4 A flowchart of another information processing method provided by an embodiment of the present disclosure;

[0023] Figure 5 A flowchart of another information processing method provided by an embodiment of the present disclosure;

[0024] Figure 6 A flowchart of an information processing method provided by an embodiment of the present disclosure;

[0025] Figure 7 A schematic diagram of the structure of an information processing device provided by an embodiment of the present disclosure;

[0026] Figure 8 A schematic diagram of the structure of an electronic device provided by the embodiment of the present disclosure for implementing the embodiment of the present disclosure. DETAILED DESCRIPTION

[0027] Embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. Although certain embodiments of the present disclosure are shown in the accompanying drawings, it should be understood that the present disclosure can be implemented in various forms and should not be construed as being limited to the embodiments described herein, which are instead provided for a more thorough and complete understanding of the present disclosure. It should be understood that the drawings and embodiments of the present disclosure are only for exemplary purposes and are not intended to limit the scope of protection of the present disclosure.

[0028] It should be understood that the various steps described in the method embodiments of the present disclosure may be performed in different orders and / or in parallel. In addition, the method embodiments may include additional steps and / or omit the steps shown. The scope of the present disclosure is not limited in this respect.

[0029] The term "including" and its variations used herein are open inclusions, i.e., "including but not limited to". The term "based on" means "based at least in part on". The term "one embodiment" means "at least one embodiment"; the term "another embodiment" means "at least one additional embodiment"; the term "some embodiments" means "at least some embodiments". The relevant definitions of other terms will be given in the following description.

[0030] It should be noted that the concepts such as "first" and "second" mentioned in the present disclosure are only used to distinguish different devices, modules or units, and are not used to limit the order or interdependence of the functions performed by these devices, modules or units.

[0031] It should be noted that the modifications of "one" and "plurality" mentioned in the present disclosure are illustrative rather than restrictive, and those skilled in the art should understand that unless otherwise clearly indicated in the context, it should be understood as "one or more".

[0032] The names of the messages or information exchanged between multiple devices in the embodiments of the present disclosure are only used for illustrative purposes and are not used to limit the scope of these messages or information.

[0033] It is understandable that before using the technical solutions disclosed in the embodiments of the present disclosure, the types, scope of use, usage scenarios, etc. of the personal information involved in the present disclosure should be informed to the user and the user's authorization should be obtained in an appropriate manner in accordance with relevant laws and regulations.

[0034] For example, in response to receiving an active request from a user, a prompt message is sent to the user to clearly prompt the user that the operation requested to be performed will require obtaining and using the user's personal information. Thus, the user can autonomously choose whether to provide personal information to software or hardware such as an electronic device, application, server, or storage medium that performs the operation of the technical solution of the present disclosure according to the prompt message.

[0035] As an optional but non-limiting implementation, in response to receiving an active request from the user, the prompt information may be sent to the user in the form of a pop-up window, in which the prompt information may be presented in text form. In addition, the pop-up window may also carry a selection control for the user to choose "agree" or "disagree" to provide personal information to the electronic device.

[0036] It is understandable that the above notification and the process of obtaining user authorization are merely illustrative and do not constitute a limitation on the implementation of the present disclosure. Other methods that meet the relevant laws and regulations may also be applied to the implementation of the present disclosure.

[0037] It is understandable that the data involved in this technical solution (including but not limited to the data itself, the acquisition or use of the data) shall comply with the requirements of relevant laws, regulations and relevant provisions.

[0038] Figure 1 This is a flowchart of an information processing method provided by an embodiment of the present disclosure. The embodiment of the present disclosure is applicable to the scenario of detecting page interaction operations for page input, and is particularly applicable to detecting the risks of page interaction operations. The method can be executed by an information processing device, which can be implemented in the form of software and / or hardware, and optionally, by an electronic device, which can be a mobile terminal, a PC or a server, etc. Figure 1 As shown, the method of this embodiment may specifically include:

[0039] S110: Receive a page interaction operation for a target page, obtain target page information associated with the page interaction operation, and determine first operation description information corresponding to the page interaction operation according to the target page information.

[0040] Among them, the target page can be a page displayed in the interface that supports operations on its page content. The target page can be a corresponding service display page in any service scenario, and optionally, it can be an information review page, a financial transaction page, a social media page, etc. The page interaction operation can be understood as an operation in which the operation object inputs the page, and the page feeds back corresponding information based on the operation. The page interaction operation can include any operation that can be input on the page, and optionally, includes at least one of an information viewing operation, an information editing operation (including an information adding operation and an information deleting operation, etc.), an information copying operation, and an information storage operation. The target page information can be understood as information that can characterize the interaction between the page interaction operation and the target page. The target page information includes page change information of the target page before and after the page interaction operation is performed. That is, the target page information includes the page information of the target page before the page interaction operation is performed and the page information of the target page after the page interaction operation is performed. These two page information are page change information. It should be noted that the page change information included in the target page information can be any type of information, and optionally, it can be text information, image information, video information, audio information, etc. Exemplarily, it is assumed that the information type of the page change information included in the target page information is image. In the case of receiving an information viewing operation for a target page, a screenshot of the page content of the target page before the information viewing operation is performed can be taken to obtain a first image. Further, a screenshot of the page content of the target page after the information viewing operation is performed can be taken to obtain a second image. Furthermore, the first image and the second image can be used as target page information associated with the information viewing operation. Assume that the information type of the page change information included in the target page information is text. In the case of receiving an information adding operation for a target page, the page content of the target page after the information adding operation is performed can be obtained as a first text. Further, the page content of the target page after the information adding operation is performed can be obtained as a second text. Furthermore, the first text and the second text can be used as target page information associated with the information adding operation.

[0041] In an embodiment of the present disclosure, when the target page information associated with the page interaction operation is obtained, the first operation description information corresponding to the page interaction operation can be determined based on the target page information. Among them, the first operation description information can be understood as information that explanatory describes the page interaction operation. In other words, based on the first operation description information, the operation type of the page interaction operation and / or the specific information of the operation effect can be clearly and intuitively understood. The first operation description information may include multiple pieces of information associated with the page interaction operation, optionally including the operation type, the operation object, the location of the operation effect, and / or the change information before and after the operation is performed. Exemplarily, assuming that the page interaction operation is an information viewing operation input by the operation object A for the service item A in the target page, the first operation description information corresponding to the page interaction operation may be "the operation object A viewed the service item A".

[0042] In an embodiment of the present disclosure, when a target page is displayed based on an interface, a page interaction operation can be input for the target page to process the page content included in the target page. Further, when a page interaction operation for the target page is received, in order to more clearly and intuitively describe the operation content of the received page interaction operation, the page content of the target page before the page interaction operation is performed can be obtained as the first page information. Further, the page interaction operation is performed, and the page content of the target page after the page interaction operation is performed is obtained as the second page information. Then, the first page information and the second page information are used as the target page information associated with the page interaction operation. Further, the target page information can be analyzed and processed according to a preset information processing method to determine the first operation description information corresponding to the page interaction operation based on the target page information. Among them, the information processing method can be any method that can process information to obtain operation description information. Optionally, the target page information is processed according to an information comparison algorithm to obtain the first operation description information; or, the target page information is processed according to a pre-trained operation recognition model to obtain the first operation description information, etc.

[0043] S120. Determine second operation description information associated with the page interaction operation according to the first operation description information, and determine interaction event description information corresponding to the target page according to the second operation description information.

[0044] Among them, the second operation description information can be understood as the operation description information corresponding to other page interaction operations that are associated with the page interaction operation. The second operation description information at least includes the first operation description information corresponding to the page interaction operation. It should be noted that, in the case where there are no other page interaction operations associated with the page interaction operation, the second operation description information is the first operation description information corresponding to the page interaction operation. In the case where there are other page interaction operations associated with the page interaction operation, the first operation description information corresponding to the page interaction operation and the operation description information of other page interaction operations associated with it can be used as the second operation description information. In the embodiment of the present disclosure, there is an association relationship with the page interaction operation, which can include page interaction operations received before the trigger time of the page interaction operation; and / or, page interaction operations received within a preset association time before the trigger time of the page interaction operation; and / or, a preset number of associated page interaction operations received before the trigger time of the page interaction operation, etc. The interactive event description information can be understood as information that can describe the operation process composed of at least one page interaction operation. The interactive event description information can be the description information obtained by summarizing at least one operation description information. In the embodiment of the present disclosure, the interaction event description information may be description information obtained by arranging at least one operation description information, for example, operation object A viewed service item A, modified XX data in service item B, and added XX data in service item C. Alternatively, the interaction event description information may also be conclusive description information obtained by summarizing at least one operation description information, for example, operation object A triggered XX event, etc.

[0045] In an embodiment of the present disclosure, when the first operation description information corresponding to the page interaction operation has been determined, it can be determined based on the page interaction operation whether there are other page interaction operations associated with the page interaction operation. Further, when it is determined that there are other page interaction operations associated with the page interaction operation, the operation description information corresponding to the other page interactions can be obtained, and the first operation description information corresponding to the page interaction operation and the operation description information of the other page interaction operations with which there is an associated relationship can be used as the second operation description information. Or, when it is determined that there are no other page interaction operations associated with the page interaction operation, the first operation description information corresponding to the page interaction operation can be used as the second operation description information.

[0046] It should be noted that there are multiple ways to determine the second operation description information associated with the page interaction operation based on the first operation description information, optionally including: determining the second operation description information based on each page interaction operation received before the trigger time of the page interaction operation corresponding to the first operation description information; and / or determining the second operation description information based on the page interaction operations received within a preset associated time length before the trigger time of the page interaction operation corresponding to the first operation description information; and / or determining the second operation description information based on a preset associated number of page interaction operations received before the trigger time of the page interaction operation corresponding to the first operation description information.

[0047] Optionally, determining second operation description information associated with the page interaction operation based on the first operation description information includes: determining the second operation description information associated with the page interaction operation based on the trigger time of the page interaction operation corresponding to the first operation description information and preset association information with the first operation description information.

[0048] Among them, the trigger time can be understood as the time when the operation object triggers the target page to input the page interaction operation. The preset association information can be understood as the basis for determining whether there is an associated page interaction operation. Optionally, the preset association information includes a preset association quantity and / or a preset association duration. The preset association quantity can be any number, optionally, 10, 20 or 50. The preset association duration can be any duration, optionally, 30 minutes, 2 hours, 6 hours and 24 hours.

[0049] As an optional implementation of an embodiment of the present disclosure, when the first operation description information is determined, the trigger time of the page interaction operation corresponding to the first operation description information can be determined. Further, all page interaction operations received within the preset association time before the trigger time can be determined, and the operation description information corresponding to each page interaction operation can be determined. Further, the first operation description information and the operation description information corresponding to each page interaction operation within the determined preset association time can be used as the second operation description information corresponding to the page interaction operation. And / or, a preset associated number of page interaction operations can be determined from all page interaction operations received before the trigger time, and the operation description information corresponding to each page interaction operation with the preset associated number can be determined. Further, the first operation description information and the operation description information corresponding to each page interaction operation within the determined preset association time can be used as the second operation description information corresponding to the page interaction operation. The advantage of such a setting is that the effect of using the operation description information corresponding to the adjacent interaction operation as the second operation description information associated with the page interaction operation is achieved, the context information of the page interaction operation can be effectively obtained, and the information comprehensiveness and information relevance of the second operation description information are enhanced. Furthermore, the second operation description information that can reflect the context information is used as the basis for identifying the interaction event, which can accurately identify the page interaction event for the target page, thereby laying a data foundation for the subsequent accurate determination of the interaction event description information.

[0050] As another optional implementation of the disclosed embodiment, when the trigger time of the page interaction operation corresponding to the first operation description information is determined, all page interaction operations received before the trigger time can be determined. Further, the first operation description information and the operation description information corresponding to each page interaction operation received before the trigger time can be used as the second operation description information corresponding to the page interaction operation.

[0051] In an embodiment of the present disclosure, when the second operation description information corresponding to the page interaction operation is determined, the second operation description information can be processed according to a preset information processing method to obtain the interaction event description information corresponding to the target page. The information processing method can be any method that can process at least one information to obtain event description information. Optionally, the second operation description information is summarized and analyzed according to an information summarization algorithm to obtain the interaction event description information; or, the second operation description information is processed according to a pre-trained event recognition model to obtain the interaction event description information, etc.

[0052] The technical solution of the disclosed embodiment receives a page interaction operation for a target page, obtains the target page information associated with the page interaction operation, and determines the first operation description information corresponding to the page interaction operation according to the target page information, so that the page interaction operation between the operation object and the page can automatically trigger the acquisition of the page information associated with the page interaction operation, without the need to set a detection code for each supported page interaction operation. The page interaction operation can be accurately and quickly identified according to the acquired page information, and the operation description information of the page interaction operation can be obtained; further, by determining the second operation description information associated with the page interaction operation according to the first operation description information, and determining the interaction event description information corresponding to the target page according to the second operation description information, the technical problems of the operation detection method in the related art that the professional requirements are high, time-consuming and labor-intensive, the reusability is poor, and the memory usage is large are solved, and the effect of accurately identifying the page interaction event according to the operation description information corresponding to the page interaction operation and the associated operation description information associated with it is achieved when the page interaction operation is received, thereby improving the efficiency and recognition accuracy of the interaction operation detection and interaction event recognition, and improving the versatility of the operation detection method and the interaction event recognition method so that they can be reused between different business platforms.

[0053] Figure 2 A flow chart of another information processing method provided by an embodiment of the present disclosure. The technical solution of this embodiment further refines the method for acquiring target page information based on the above-mentioned embodiment. Optionally, the target page information includes first page data in the target page before performing a page interaction operation and second page data in the target page after performing a page interaction operation; the first page data includes a first page image; and the second page data includes a second page image. Acquiring target page information associated with a page interaction operation includes: acquiring a first page image obtained by taking a screenshot of page data in the target page before performing a page interaction operation; and, after performing a page interaction operation, taking a screenshot of page data in the target page to obtain a second page image. For specific implementation methods, please refer to the description of this embodiment. Among them, technical features that are the same or similar to those in the above-mentioned embodiments are not repeated here. Figure 2 As shown, the method of this embodiment may specifically include:

[0054] S210. Receive a page interaction operation for a target page, and obtain a first page image obtained by taking a screenshot of page data in the target page before performing the page interaction operation; and after performing the page interaction operation, take a screenshot of the page data in the target page to obtain a second page image, and determine first operation description information corresponding to the page interaction operation based on the target page information.

[0055] Among them, the target page information includes the first page data in the target page before the page interaction operation is performed and the second page data in the target page after the page interaction operation is performed. The first page data can be any type of data, optionally, it is at least one of text data, image data, video data and audio data. The second page data can be any type of data, optionally, it is at least one of text data, image data, video data and audio data. In an embodiment of the present disclosure, the first page data may include a first page image; the second page data may include a second page image. The first page image may be an image representing the page data contained in the target page before the page interaction operation is performed. The second page image may be an image representing the page data contained in the target page after the page interaction operation is performed.

[0056] As an optional implementation of an embodiment of the present disclosure, when a page interaction operation is received for a target page, before executing the page interaction operation, a screenshot of the page data in the target page can be taken, and the image obtained by the screenshot is used as the first page image. Further, the page interaction operation is performed on the target page, and after the page interaction operation is performed, a screenshot of the page data in the currently displayed target page is taken, and the image obtained by the screenshot is used as the second page image. Further, the first page image and the second page image can be used as target page information. Afterwards, the first operation description information corresponding to the page interaction operation can be determined based on the target page information.

[0057] It should be noted that, when multiple page interaction operations are input for a target page, there is a contextual relationship between the target page information corresponding to adjacent page interaction operations, that is, the first page image corresponding to the current page interaction operation may be the second page image corresponding to the previous page interaction operation of the current page interaction operation. When the page interaction operation input for the target page is the first interaction operation, there is no previous page interaction operation adjacent to the page interaction operation. In this case, a screenshot of the target page can be taken before executing the page interaction operation to obtain the first page image. The above two situations can be specifically described below.

[0058] Optionally, obtaining a first page image by taking a screenshot of page data in the target page before performing a page interaction operation includes: when the page interaction operation is the first interaction operation for the target page, taking a screenshot of the page data in the target page before performing the page interaction operation to obtain the first page image.

[0059] The first interactive operation is the first page interactive operation input for the target page.

[0060] As an optional implementation of the first embodiment of the present disclosure, when the page interaction operation is the first interaction operation for the target page, before the page interaction operation is performed, a screenshot is taken of the page data in the target page, and the image obtained by the screenshot is used as the first page image corresponding to the page interaction operation. The advantage of such a setting is that when the page interaction operation is the first interaction operation, the effect of obtaining the page image before the page execution operation is performed by taking a screenshot is achieved, and then the effect of obtaining the relevant page image based on the page interaction operation trigger is achieved, thereby improving the intelligence of the information processing method.

[0061] Optionally, obtaining a first page image by taking a screenshot of page data in a target page before executing a page interaction operation includes: when the page interaction operation is not the first interaction operation for the target page, determining an adjacent interaction operation of the page interaction operation, and determining the second page image of the adjacent interaction operation as the first page image of the page interaction operation.

[0062] The adjacent interaction operation is a page interaction operation that is before the page interaction operation in terms of triggering time and is closest to the page interaction operation. For example, assuming that the page interaction operation is the fifth interaction operation for the target page, the adjacent interaction operation of the page interaction operation is the fourth interaction operation for the target page.

[0063] As an optional implementation of an embodiment of the present disclosure, in the case where the page interaction operation is not the first interaction operation for the target page, the page interaction operation that is most adjacent to the page interaction operation before the trigger time can be determined according to the trigger time of the page interaction operation, and the most adjacent page interaction operation can be used as the adjacent interaction operation of the page interaction operation. Furthermore, the second page image corresponding to the adjacent interaction operation can be determined as the first page image corresponding to the page interaction operation. The advantage of such a setting is that, in the case where the page interaction operation is not the first interaction operation, the corresponding page image of the adjacent interaction operation is used as the page image corresponding to the page interaction operation, which reduces the repeated acquisition of the same page data, and further, enhances the association between the page interaction operation and the adjacent interaction operation. Furthermore, the accuracy of subsequent interaction event recognition is improved.

[0064] S220. Determine second operation description information associated with the page interaction operation according to the first operation description information, and determine interaction event description information corresponding to the target page according to the second operation description information.

[0065] The technical solution of the disclosed embodiment receives a page interaction operation for a target page, obtains a first page image obtained by taking a screenshot of page data in the target page before executing the page interaction operation; and, after executing the page interaction operation, takes a screenshot of the page data in the target page to obtain a second page image, and determines first operation description information corresponding to the page interaction operation according to the target page information. This achieves the effect of obtaining page change information associated with the page interaction operation by taking screenshots of the page data before and after the page interaction operation is executed when a page interaction operation is received, thereby improving the convenience of obtaining page change information and, thereby, improving the efficiency of information processing.

[0066] Figure 3 A flowchart of another information processing method provided by an embodiment of the present disclosure. The technical solution of this embodiment further refines the process of determining the first operation description information on the basis of the above-mentioned embodiment. Optionally, the first operation description information corresponding to the page interaction operation is determined according to the target page information, including: obtaining the first page description information corresponding to the target page, inputting the first page description information and the target page information into the operation recognition model to obtain the first operation description information corresponding to the page interaction operation. The specific implementation method can be found in the description of this embodiment. Among them, the technical features that are the same or similar to those in the above-mentioned embodiments are not repeated here. Figure 3 As shown, the method of this embodiment may specifically include:

[0067] S310, receiving a page interaction operation for a target page, obtaining target page information associated with the page interaction operation, obtaining first page description information corresponding to the target page, and inputting the first page description information and the target page information into an operation recognition model to obtain first operation description information corresponding to the page interaction operation.

[0068] Among them, the first page description information can be understood as information describing the content contained and / or associated with the page. Optionally, the first page description information includes functional description information of each service item included in the page, page structure and / or service scenario associated with the page, and scenario description information corresponding to the service scenario. Preferably, the first page description information may at least include functional description information of each service item included in the target page and data contained in the service item. The advantage of such a setting is that it helps the operation recognition model to more accurately identify and describe the page interaction operation. The operation recognition model can be used to compare the page information before and after the operation is executed to determine the operation description information. The operation recognition model can be understood as a deep learning model that takes the target page information and the first page description information corresponding to the page interaction operation as input objects to determine the operation description information corresponding to the page interaction operation based on the input object. It should be noted that the advantage of inputting the first page description information as an input object into the operation recognition model is that it can guide the model to output the output required in a specific service scenario, which can be used to help the model understand the recognition intention more accurately and obtain an output that is more in line with the expected effect.

[0069] In the embodiment of the present disclosure, the operation recognition model is obtained by training the deep learning model through the first page description information and sample page information of the sample page. The operation recognition model can be a deep learning model of any model structure. It should be noted that before applying the operation recognition model provided by the embodiment of the present disclosure, the pre-built deep learning model can be trained in a supervised or unsupervised manner. Before training the model, multiple training samples can be constructed to train the model based on multiple training samples. Optionally, the training process of the operation recognition model can be: obtaining multiple training samples; wherein the training sample includes the first page description information of the sample page, the sample page information corresponding to the page interaction operation, and the real operation description information; for each training sample, the first page description information of the sample page in the training sample and the sample page information corresponding to the page interaction operation are input into the pre-built deep learning model, and the actual output operation information is obtained; based on the actual output operation information and the real operation description information in the training sample, the loss value is determined; based on the loss value, the model parameters in the deep learning model are corrected, and the convergence of the loss function in the deep learning model is used as the training target, so that the trained deep learning model is used as the operation recognition model. Wherein, the sample page can be any page. The first page description information may be information describing the content included in and / or associated with the sample page. The sample page information may be understood as target page information corresponding to the page interaction operation for the sample page. The sample page information includes page change information of the sample page before and after the page interaction operation is performed. The actual operation description information may be information obtained by describing the page interaction operation input for the sample page.

[0070] As an optional implementation of the first embodiment of the present disclosure, when obtaining the target page information associated with the page interaction operation, the first page description information corresponding to the target page can be obtained. Further, the first page description information and the target page information can be input into a pre-trained operation recognition model. Then, the first page description information and the target page information are processed based on the operation recognition model, and the first operation description information corresponding to the page interaction operation is output.

[0071] S320. Determine second operation description information associated with the page interaction operation according to the first operation description information, and determine interaction event description information corresponding to the target page according to the second operation description information.

[0072] The technical solution of the disclosed embodiment receives a page interaction operation for a target page, obtains target page information associated with the page interaction operation, obtains first page description information corresponding to the target page, and inputs the first page description information and the target page information into an operation recognition model to obtain the first operation description information corresponding to the page interaction operation. This achieves the effect of identifying the received page interaction operation based on a neural network model and generating corresponding operation description information, simplifies the steps of determining the operation description information, improves the versatility of the interaction operation detection method, and improves the information processing efficiency and the accuracy of the operation description information.

[0073] Figure 4 A flowchart of another information processing method provided by the embodiment of the present disclosure. The technical solution of this embodiment further refines the process of determining the interactive event description information on the basis of the above-mentioned embodiment. Optionally, the interactive event description information corresponding to the target page is determined according to the second operation description information, including: obtaining the second page description information corresponding to the target page, inputting the second page description information and the second operation description information into the interactive event recognition model to obtain the interactive event description information corresponding to the target page. The specific implementation method can be found in the description of this embodiment. Among them, the technical features that are the same or similar to those of the above-mentioned embodiments are not repeated here. Figure 4 As shown, the method of this embodiment may specifically include:

[0074] S410: Receive a page interaction operation for a target page, obtain target page information associated with the page interaction operation, and determine first operation description information corresponding to the page interaction operation according to the target page information.

[0075] S420. Determine second operation description information associated with the page interaction operation based on the first operation description information, obtain second page description information corresponding to the target page, and input the second page description information and the second operation description information into the interaction event recognition model to obtain interaction event description information corresponding to the target page.

[0076] Among them, the second page description information can be understood as information describing the content contained and / or associated with the page. Optionally, the second page description information includes functional description information of each service item included in the page, page structure and / or service scenario associated with the page, and scenario description information corresponding to the service scenario. Preferably, the second page description information can at least include the service scenario associated with the page and the scenario description information corresponding to the service scenario. The advantage of such a setting is that it helps the event recognition model to accurately identify and describe events composed of at least one page interaction operation. The interactive event recognition model can be used to summarize at least one operation description information to determine related interactive events. The interactive event recognition model can be understood as a deep learning model that uses the operation description information and the second page description information associated with the page interactive operation as input objects to identify related interactive events and generate event description information based on the input objects. It should be noted that the advantage of inputting the second page description information as an input object into the interactive event recognition model is that it can guide the model to output the output required in a specific service scenario, which can be used to help the model understand the recognition intention more accurately and obtain an output that is more in line with the expected effect.

[0077] In the embodiment of the present disclosure, the interactive event recognition model is obtained by training the deep learning model through the second page description information and sample operation description information of the sample page. The interactive event recognition model can be a deep learning model of any model structure. It should be noted that before applying the interactive event recognition model provided by the embodiment of the present disclosure, the pre-built deep learning model can be trained in a supervised or unsupervised manner. Before training the model, multiple training samples can be constructed to train the model based on multiple training samples. Optionally, the training process of the interactive event recognition model can be: obtaining multiple training samples; wherein the training sample includes the second page description information of the sample page, the sample operation description information associated with the page interactive operation, and the real event description information; for each training sample, the second page description information of the sample page in the training sample and the sample operation description information associated with the page interactive operation are input into the pre-built deep learning model, and the actual output event information is obtained; based on the actual output event information and the real event description information in the training sample, the loss value is determined; based on the loss value, the model parameters in the deep learning model are corrected, and the convergence of the loss function in the deep learning model is used as the training target, so that the trained deep learning model is used as the interactive event recognition model. The sample page may be any page. The second page description information may be information describing the content contained and / or associated with the sample page. The sample operation description information may be understood as operation description information associated with the page interaction operation for the sample page. The sample operation description information at least includes operation description information corresponding to the page interaction operation. The real event description information may be information obtained by describing at least one page interaction operation input for the sample page.

[0078] As an optional implementation of the first embodiment of the present disclosure, when the second operation description information associated with the page interaction operation is determined, the second page description information corresponding to the target page can be obtained. Furthermore, the second page description information and the second operation description information can be input into a pre-trained interaction event recognition model. Then, the second page description information and the second operation description information are processed based on the interaction event recognition model, and the interaction event description information corresponding to the target page is output.

[0079] The technical solution of the disclosed embodiment determines the second operation description information associated with the page interaction operation according to the first operation description information, obtains the second page description information corresponding to the target page, and inputs the second page description information and the second operation description information into the interaction event recognition model to obtain the interaction event description information corresponding to the target page. This realizes the effect of processing the operation description information associated with the page interaction operation based on the neural network model to identify the interaction event and generate event description information, simplifies the operation steps of the interaction event recognition process, improves the versatility of the interaction event recognition method, and improves the information processing efficiency and the accuracy of the event description information.

[0080] Figure 5 A flowchart of another information processing method provided by an embodiment of the present disclosure. The technical solution of this embodiment can further prompt a target interactive event based on the above-mentioned embodiment. Optionally, after determining the interactive event description information corresponding to the target page according to the second operation description information, it also includes: determining an event matching result between the interactive event description information and the target event description information; in the presence of target event description information that matches the interactive event description information, generating event prompt information corresponding to the interactive event description information, and displaying the event prompt information. For specific implementation methods, please refer to the description of this embodiment. Among them, technical features that are the same or similar to those of the aforementioned embodiments will not be repeated here. Figure 5 As shown, the method of this embodiment may specifically include:

[0081] S510: Receive a page interaction operation for a target page, obtain target page information associated with the page interaction operation, and determine first operation description information corresponding to the page interaction operation according to the target page information.

[0082] S520: Determine second operation description information associated with the page interaction operation according to the first operation description information, and determine interaction event description information corresponding to the target page according to the second operation description information.

[0083] S530: Determine an event matching result between the interaction event description information and the target event description information.

[0084] Among them, the target event description information can be understood as the event description information of the predetermined interactive event that needs to be warned of risk. The event matching result can be used to describe the event matching between the interactive event description information and the target event description information. The event matching result is at least used to describe whether there is target event description information that matches the interactive event description information. In the embodiment of the present disclosure, when the event matching result is the target event description information that exists in the interactive event description information, the event matching result may also include the matching target event description information.

[0085] In the embodiment of the present disclosure, when the interactive event description information corresponding to the target page is obtained, the obtained interactive event description information can be matched with the predetermined target event description information to determine whether there is target event description information that matches the interactive event description information. Further, when the matching process between the interactive event description information and the target event description information is completed, the event matching result can be obtained.

[0086] It should be noted that there are multiple ways to determine the event matching results. Optionally, the interactive event description information is matched with the target event description information in sequence according to the keyword matching rules, and further, the event matching result is determined based on a matching degree threshold; or, the interactive event description information is processed according to a pre-trained event matching model of the deployment target event description information to output the event matching result, etc.

[0087] Optionally, determining an event matching result between the interactive event description information and the target event description information includes: inputting the interactive event description information into an event matching model so that the event matching model generates an event matching result corresponding to the interactive event description information based on the target event description information preset in the event matching model.

[0088] The event matching model can be used to match and retrieve events and generate matching retrieval results. The event matching model can be understood as a deep learning model that takes the event description information to be matched as an input object, matches and retrieves the input object with the events deployed in the model, and outputs matching retrieval results.

[0089] As an optional implementation of the first embodiment of the present disclosure, when the interactive event description information corresponding to the target page is obtained, the interactive event description information can be input into the event matching model. Furthermore, the target event description information preset in the event matching model can be matched and retrieved through the interactive event description information based on the event matching model to determine whether there is target event description information matching the interactive event description information in the target event description information preset in the model. Furthermore, the information obtained from the matching retrieval can be integrated, and an event matching result corresponding to the interactive event description information can be generated. Furthermore, the generated event matching result can be output. The advantage of such a setting is that the determined interactive events are matched based on the event matching model, and the effect of generating event matching results is improved, thereby improving the efficiency of event matching and the efficiency of generating event matching results, and thereby improving the execution efficiency of the subsequent event prompt process, which helps to timely discover interactive events that need to be prompted.

[0090] S540: When there is target event description information that matches the interaction event description information, generate event prompt information corresponding to the interaction event description information, and display the event prompt information.

[0091] Among them, the event prompt information can be used to prompt that the relevant interactive event meets the preset prompt standard. Optionally, the preset prompt standard includes a risk prompt standard, an error prompt standard, or a guiding prompt standard. Exemplarily, the event prompt information can be used to prompt that the relevant interactive event meets the risk prompt standard and a risk prompt is required. Optionally, the event prompt information may include target event description information that matches the interactive event description information, the event type corresponding to the target event description information, the event prompt reason corresponding to the interactive event description information, and / or the event prompt level.

[0092] As an optional implementation of an embodiment of the present disclosure, when the event matching result is that there is target event description information that matches the interactive event description information, event prompt information corresponding to the interactive event description information can be generated based on the interactive event description information and the target event description information that matches it. Further, the event prompt information can be displayed based on the display interface of the target terminal. Among them, the target terminal can include any terminal associated with the page management object of the target page, optionally including a mobile terminal to which the page management object belongs, a fixed terminal to which the page management object belongs, and / or a terminal device that currently displays the target page, etc.

[0093] In the disclosed embodiment, the executor of the page interactive operation (page operator) may be a user who has access rights and operation rights to the target page, for example, one or more of the administrator, operator, and maintainer of the target page. Through the technical solution of the disclosed embodiment, the executor of the page interactive operation can be effectively prevented from performing risky interactive operations, and in the event of risky operations, prompts can be given in a timely manner to improve data security.

[0094] The technical solution of the disclosed embodiment determines the event matching result between the interactive event description information and the target event description information, and further, in the case where there is target event description information that matches the interactive event description information, generates event prompt information corresponding to the interactive event description information and displays the event prompt information. This achieves that, on the basis of obtaining the interactive event description information, event matching is performed according to the interactive event description information to determine the effect of the interactive event that needs to be prompted, and the event matching result is used as the basis for judgment, which facilitates timely discovery of the interactive event that needs to be prompted, improves the response efficiency of the event prompt, and thereby improves the intelligence and automation of the system to which the target page belongs.

[0095] Figure 6This is a flow chart of the information processing method provided by the embodiment of the present disclosure. The embodiment of the present disclosure is a preferred embodiment of the above-mentioned embodiments. Figure 6 As shown, the method of this embodiment may specifically include:

[0096] First, when a page interaction operation A for a target interface is received, the target page information associated with the page interaction operation A is obtained, that is, the operation image A1 and the operation image A2. Further, the operation image A1 and the operation image A2 can be input into the operation recognition model to compare the difference between the operation image A1 and the operation image A2 based on the operation recognition model, and the first operation description information corresponding to the page interaction operation A is output as "the user modified XXX". When a page interaction operation B for a target interface is received, the target page information associated with the page interaction operation B is obtained, that is, the operation image A2 and the operation image A3. Further, the operation image A2 and the operation image A3 can be input into the operation recognition model to compare the difference between the operation image A2 and the operation image A3 based on the operation recognition model, and the first operation description information corresponding to the page interaction operation B is output as "the user operated YYY". When a page interaction operation C for a target interface is received, the target page information associated with the page interaction operation C is obtained, that is, the operation image A3 and the operation image A4. Further, the operation image A3 and the operation image A4 can be input into the operation recognition model to compare the difference between the operation image A3 and the operation image A4 based on the operation recognition model, and the first operation description information corresponding to the page interaction operation C is output as "the user added WWW". In the case of receiving the page interaction operation D for the target interface, the target page information associated with the page interaction operation D is obtained, that is, the operation image A4 and the operation image A5. Further, the operation image A4 and the operation image A5 can be input into the operation recognition model to compare the difference between the operation image A4 and the operation image A5 based on the operation recognition model, and the first operation description information corresponding to the page interaction operation D is output as "the user closed the page". Further, the page interaction operation associated with the page interaction operation D can be determined to be the page interaction operation A, the page interaction operation B and the page interaction operation C, and then, the second operation description information associated with the page interaction operation D is determined to include "the user modified XXX", "the user operated YYY", "the user added WWW" and "the user closed the page". Furthermore, the second operation description information associated with the page interaction operation can be input into the interaction event recognition model to process the second operation description information based on the interaction event recognition model, and output the interaction event description information corresponding to the target page. Furthermore, the interaction event description information can be input into the event matching model, and the event matching result can be output. Furthermore, when the event matching result is that there is target event description information that matches the event description information, event warning prompt information is generated, and a warning is issued based on the event warning prompt information.

[0097] The technical solution of the disclosed embodiment solves the technical problems in the related art that the operation detection method has high professional requirements, is time-consuming and labor-intensive, and cannot be reused between different business platforms. It realizes the effect of accurately identifying the page interaction event according to the operation description information corresponding to the page interaction operation and other operation description information associated with it when the page interaction operation is received, reduces the operational difficulty of interaction operation detection and interaction event identification, improves the efficiency of interaction operation detection and interaction event identification, and improves the versatility of the operation detection method and interaction event identification method, so that they can be reused between different business platforms. This technical solution is particularly suitable for scenarios where risky interaction operations in a page are automatically identified, and an early warning is triggered by the interaction operation of the target page to facilitate timely discovery of interaction risks.

[0098] Figure 7 A schematic diagram of the structure of an information processing device provided by an embodiment of the present disclosure is shown in FIG. Figure 7 As shown, the device includes: an interactive operation receiving module 610 and an interactive event determining module 620. The interactive operation receiving module 610 is used to receive a page interactive operation for a target page, obtain target page information associated with the page interactive operation, and determine first operation description information corresponding to the page interactive operation according to the target page information, wherein the target page information includes page change information of the target page before and after the page interactive operation is performed; the interactive event determining module 620 is used to determine second operation description information associated with the page interactive operation according to the first operation description information, and determine interactive event description information corresponding to the target page according to the second operation description information, wherein the second operation description information at least includes the first operation description information corresponding to the page interactive operation.

[0099] The technical solution of the embodiment of the present disclosure receives a page interaction operation for a target page through an interaction operation receiving module 610, obtains target page information associated with the page interaction operation, and determines the first operation description information corresponding to the page interaction operation according to the target page information, thereby realizing that the page interaction operation between the operation object and the page can automatically trigger the acquisition of page information associated with the page interaction operation, without the need to set a detection code for each supported page interaction operation. The page interaction operation can be accurately and quickly identified based on the acquired page information, and the operation description information of the page interaction operation can be obtained; further, the interaction event determination module 620 determines the first operation description information according to the first operation description information. Determine the second operation description information associated with the page interaction operation, and determine the interaction event description information corresponding to the target page based on the second operation description information, so as to solve the technical problems in the related technology that the operation detection method has high professional requirements, is time-consuming and labor-intensive, has poor reusability and occupies a lot of memory. When a page interaction operation is received, the page interaction event can be accurately identified based on the operation description information corresponding to the page interaction operation and the associated operation description information associated with it, thereby improving the efficiency and recognition accuracy of interaction operation detection and interaction event recognition, and improving the versatility of operation detection methods and interaction event recognition methods so as to facilitate reuse between different business platforms.

[0100] Based on any optional technical solution in the embodiments of the present disclosure, optionally, the target page information includes the first page data in the target page before performing the page interaction operation and the second page data in the target page after performing the page interaction operation.

[0101] Based on any optional technical solution in the embodiments of the present disclosure, optionally, the first page data includes a first page image, and the second page data includes a second page image; the interactive operation receiving module 610 includes: an image acquisition unit. The image acquisition unit is used to acquire a first page image obtained by taking a screenshot of the page data in the target page before performing the page interactive operation; and after performing the page interactive operation, take a screenshot of the page data in the target page to obtain a second page image.

[0102] On the basis of any optional technical solution in the embodiments of the present disclosure, optionally, the image acquisition unit includes: a first image acquisition subunit and a second image acquisition subunit. The first image acquisition subunit is used to take a screenshot of the page data in the target page before executing the page interaction operation to obtain a first page image when the page interaction operation is the first interaction operation for the target page; the second image acquisition subunit is used to determine the adjacent interaction operation of the page interaction operation when the page interaction operation is not the first interaction operation for the target page, and determine the second page image of the adjacent interaction operation as the first page image of the page interaction operation, wherein the adjacent interaction operation is a page interaction operation that is located before the page interaction operation in terms of triggering time and is closest to the page interaction operation.

[0103] Based on any optional technical solution in the embodiments of the present disclosure, the interactive operation receiving module 610 optionally includes: an operation description information determination unit. The operation description information determination unit is used to obtain first page description information corresponding to the target page, and input the first page description information and the target page information into an operation recognition model to obtain the first operation description information corresponding to the page interactive operation, wherein the operation recognition model is obtained by training a deep learning model through the page description information of the sample page and the sample page information.

[0104] Based on any optional technical solution in the embodiments of the present disclosure, the interactive event determination module 620 optionally includes: an operation description information determination unit. The operation description information determination unit is configured to determine second operation description information associated with the page interactive operation according to the trigger time of the page interactive operation corresponding to the first operation description information and preset association information with the first operation description information, wherein the preset association information includes a preset association quantity and / or a preset association duration.

[0105] Based on any optional technical solution in the embodiments of the present disclosure, the interactive event determination module 620 optionally includes: an interactive event determination unit. The interactive event determination unit is used to obtain the second page description information corresponding to the target page, and input the second page description information and the second operation description information into the interactive event recognition model to obtain the interactive event description information corresponding to the target page, wherein the interactive event recognition model is obtained by training the deep learning model through the second page description information and the sample operation description information of the sample page.

[0106] On the basis of any optional technical solution in the embodiments of the present disclosure, optionally, the device further includes: an event matching result determination module and a prompt information generation module. The event matching result determination module is used to determine the event matching result between the interactive event description information and the target event description information after determining the interactive event description information corresponding to the target page according to the second operation description information, wherein the event matching result is at least used to describe whether there is target event description information that matches the interactive event description information; the prompt information generation module is used to generate event prompt information corresponding to the interactive event description information when there is the target event description information that matches the interactive event description information, and display the event prompt information.

[0107] On the basis of any optional technical solution in the embodiments of the present disclosure, optionally, an event matching result determination module is specifically used to input the interactive event description information into an event matching model so that the event matching model generates an event matching result corresponding to the interactive event description information based on the target event description information preset in the event matching model.

[0108] The information processing device provided by the embodiments of the present disclosure can execute the information processing method provided by any embodiment of the present disclosure, and has the corresponding functional modules and beneficial effects for executing the information processing method.

[0109] It is worth noting that the various units and modules included in the above-mentioned device are only divided according to functional logic, but are not limited to the above-mentioned division, as long as the corresponding functions can be achieved; in addition, the specific names of the functional units are only for the convenience of distinguishing each other, and are not used to limit the protection scope of the embodiments of the present disclosure.

[0110] Reference below Figure 8 , which shows a schematic diagram of the structure of an electronic device (such as a terminal device or a server) 700 suitable for implementing the embodiments of the present disclosure. The terminal device in the embodiments of the present disclosure may include but is not limited to mobile terminals such as mobile phones, notebook computers, digital broadcast receivers, PDAs (personal digital assistants), PADs (tablet computers), PMPs (portable multimedia players), vehicle-mounted terminals (such as vehicle-mounted navigation terminals), etc., and fixed terminals such as digital TVs, desktop computers, etc. Figure 8 The electronic device shown is only an example and should not bring any limitation to the functions and scope of use of the embodiments of the present disclosure.

[0111] like Figure 8As shown, the electronic device 700 may include a processing device (e.g., a central processing unit, a graphics processing unit, etc.) 701, which can perform various appropriate actions and processes according to a program stored in a read-only memory (ROM) 702 or a program loaded from a storage device 708 into a random access memory (RAM) 703. In the RAM 703, various programs and data required for the operation of the electronic device 700 are also stored. The processing device 701, the ROM 702, and the RAM 703 are connected to each other via a bus 704. An input / output (I / O) interface 705 is also connected to the bus 704.

[0112] Typically, the following devices may be connected to the I / O interface 705: an input device 706 including, for example, a touch screen, a touch pad, a keyboard, a mouse, a camera, a microphone, an accelerometer, a gyroscope, etc.; an output device 707 including, for example, a liquid crystal display (LCD), a speaker, a vibrator, etc.; a storage device 708 including, for example, a magnetic tape, a hard disk, etc.; and a communication device 709. The communication device 709 may allow the electronic device 700 to communicate with other devices wirelessly or by wire to exchange data. Although Figure 8 The electronic device 700 is shown with various devices, but it should be understood that it is not required to implement or possess all the devices shown. More or fewer devices may be implemented or possessed instead.

[0113] In particular, according to an embodiment of the present disclosure, the process described above with reference to the flowchart can be implemented as a computer software program. For example, an embodiment of the present disclosure includes a computer program product, which includes a computer program carried on a non-transitory computer-readable medium, and the computer program contains program code for executing the method shown in the flowchart. In such an embodiment, the computer program can be downloaded and installed from a network through a communication device 709, or installed from a storage device 708, or installed from a ROM 702. When the computer program is executed by the processing device 701, the above-mentioned functions defined in the method of the embodiment of the present disclosure are executed.

[0114] The names of the messages or information exchanged between multiple devices in the embodiments of the present disclosure are only used for illustrative purposes and are not used to limit the scope of these messages or information.

[0115] The electronic device provided in the embodiment of the present disclosure and the information processing method provided in the above embodiment belong to the same inventive concept. The technical details not fully described in the embodiment of the present disclosure can be referred to the above embodiment, and the present embodiment has the same beneficial effects as the above embodiment.

[0116] The embodiments of the present disclosure provide a computer storage medium on which a computer program is stored. When the program is executed by a processor, the information processing method provided by the above embodiments is implemented.

[0117] It should be noted that the computer-readable medium disclosed above may be a computer-readable signal medium or a computer-readable storage medium or any combination of the above two. The computer-readable storage medium may be, for example, but not limited to, an electrical, magnetic, optical, electromagnetic, infrared, or semiconductor system, device or device, or any combination of the above. More specific examples of computer-readable storage media may include, but are not limited to: an electrical connection with one or more wires, a portable computer disk, a hard disk, a random access memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disk read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the above. In the present disclosure, a computer-readable storage medium may be any tangible medium containing or storing a program that may be used by or in combination with an instruction execution system, device or device. In the present disclosure, a computer-readable signal medium may include a data signal propagated in a baseband or as part of a carrier wave, in which a computer-readable program code is carried. This propagated data signal may take a variety of forms, including but not limited to an electromagnetic signal, an optical signal, or any suitable combination of the above. The computer readable signal medium may also be any computer readable medium other than a computer readable storage medium, which may send, propagate or transmit a program for use by or in conjunction with an instruction execution system, apparatus or device. The program code contained on the computer readable medium may be transmitted using any suitable medium, including but not limited to: wires, optical cables, RF (radio frequency), etc., or any suitable combination of the above.

[0118] According to one or more embodiments of the present disclosure, [Example 1] provides an information processing method, including:

[0119] Receiving a page interaction operation for a target page, acquiring target page information associated with the page interaction operation, and determining first operation description information corresponding to the page interaction operation according to the target page information, wherein the target page information includes page change information of the target page before and after the page interaction operation is performed;

[0120] Determine second operation description information associated with the page interaction operation based on the first operation description information, and determine interaction event description information corresponding to the target page based on the second operation description information, wherein the second operation description information at least includes the first operation description information corresponding to the page interaction operation.

[0121] According to one or more embodiments of the present disclosure, [Example 2] provides the method of Example 1, further including: optionally, the target page information includes first page data in the target page before performing the page interaction operation and second page data in the target page after performing the page interaction operation.

[0122] According to one or more embodiments of the present disclosure, [Example Three] provides the method of Example Two, further including: optionally, the first page data includes a first page image, and the second page data includes a second page image; the obtaining of target page information associated with the page interaction operation includes: obtaining a first page image obtained by taking a screenshot of page data in the target page before performing the page interaction operation; and, after performing the page interaction operation, taking a screenshot of the page data in the target page to obtain a second page image.

[0123] According to one or more embodiments of the present disclosure, [Example 4] provides the method of Example 3, further including: optionally, the obtaining of the first page image obtained by taking a screenshot of the page data in the target page before executing the page interaction operation, including: when the page interaction operation is the first interaction operation for the target page, taking a screenshot of the page data in the target page before executing the page interaction operation to obtain the first page image; when the page interaction operation is not the first interaction operation for the target page, determining an adjacent interaction operation of the page interaction operation, and determining the second page image of the adjacent interaction operation as the first page image of the page interaction operation, wherein the adjacent interaction operation is a page interaction operation that is located before the page interaction operation in trigger time and is closest to the page interaction operation.

[0124] According to one or more embodiments of the present disclosure, [Example Five] provides the method of Example One, further including: Optionally, determining the first operation description information corresponding to the page interaction operation based on the target page information includes: obtaining the first page description information corresponding to the target page, inputting the first page description information and the target page information into an operation recognition model to obtain the first operation description information corresponding to the page interaction operation, wherein the operation recognition model is obtained by training a deep learning model through the first page description information and sample page information of a sample page.

[0125] According to one or more embodiments of the present disclosure, [Example Six] provides the method of Example One, further including: optionally, determining the second operation description information associated with the page interaction operation based on the first operation description information includes: determining the second operation description information associated with the page interaction operation based on the trigger time of the page interaction operation corresponding to the first operation description information and preset association information with the first operation description information, wherein the preset association information includes a preset association quantity and / or a preset association duration.

[0126] According to one or more embodiments of the present disclosure, [Example 7] provides the method of Example 1, further including: optionally, determining the interactive event description information corresponding to the target page based on the second operation description information includes: obtaining the second page description information corresponding to the target page, inputting the second page description information and the second operation description information into an interactive event recognition model to obtain the interactive event description information corresponding to the target page, wherein the interactive event recognition model is obtained by training a deep learning model through the second page description information of sample pages and sample operation description information.

[0127] According to one or more embodiments of the present disclosure, [Example 8] provides the method of Example 1, further including: optionally, after determining the interactive event description information corresponding to the target page according to the second operation description information, it also includes: determining an event matching result between the interactive event description information and the target event description information, wherein the event matching result is at least used to describe whether there is target event description information that matches the interactive event description information; in the case that there is the target event description information that matches the interactive event description information, generating event prompt information corresponding to the interactive event description information, and displaying the event prompt information.

[0128] According to one or more embodiments of the present disclosure, [Example 9] provides the method of Example 8, further including: optionally, determining the event matching result between the interactive event description information and the target event description information includes: inputting the interactive event description information into an event matching model so that the event matching model generates an event matching result corresponding to the interactive event description information based on the target event description information preset in the event matching model.

[0129] According to one or more embodiments of the present disclosure, [Example 10] provides an information processing device, including: an interactive operation receiving module, configured to receive a page interactive operation for a target page, obtain target page information associated with the page interactive operation, and determine first operation description information corresponding to the page interactive operation according to the target page information, wherein the target page information includes page change information of the target page before and after the page interactive operation is performed;

[0130] An interactive event determination module is used to determine second operation description information associated with the page interactive operation based on the first operation description information, and determine interactive event description information corresponding to the target page based on the second operation description information, wherein the second operation description information at least includes the first operation description information corresponding to the page interactive operation.

[0131] In some embodiments, the client and the server may communicate using any currently known or future developed network protocol such as HTTP (Hyper Text Transfer Protocol), and may be interconnected with any form or medium of digital data communication (e.g., a communication network). Examples of communication networks include a local area network ("LAN"), a wide area network ("WAN"), an internet (e.g., the Internet), and a peer-to-peer network (e.g., an ad hoc peer-to-peer network), as well as any currently known or future developed network.

[0132] The computer-readable medium may be included in the electronic device, or may exist independently without being incorporated into the electronic device.

[0133] The computer-readable medium carries one or more programs. When the one or more programs are executed by the electronic device, the electronic device: receives a page interaction operation for a target page, obtains target page information associated with the page interaction operation, and determines first operation description information corresponding to the page interaction operation according to the target page information, wherein the target page information includes page change information of the target page before and after the page interaction operation is performed;

[0134] Determine second operation description information associated with the page interaction operation based on the first operation description information, and determine interaction event description information corresponding to the target page based on the second operation description information, wherein the second operation description information at least includes the first operation description information corresponding to the page interaction operation.

[0135] Computer program code for performing the operations of the present disclosure may be written in one or more programming languages ​​or a combination thereof, including, but not limited to, object-oriented programming languages, such as Java, Smalltalk, C++, and conventional procedural programming languages, such as "C" or similar programming languages. The program code may be executed entirely on the user's computer, partially on the user's computer, as a separate software package, partially on the user's computer and partially on a remote computer, or entirely on a remote computer or server. In cases involving a remote computer, the remote computer may be connected to the user's computer through any type of network, including a local area network (LAN) or a wide area network (WAN), or may be connected to an external computer (e.g., through the Internet using an Internet service provider).

[0136] The flow chart and block diagram in the accompanying drawings illustrate the possible architecture, function and operation of the system, method and computer program product according to various embodiments of the present disclosure. In this regard, each square box in the flow chart or block diagram can represent a module, a program segment or a part of a code, and the module, the program segment or a part of the code contains one or more executable instructions for realizing the specified logical function. It should also be noted that in some implementations as replacements, the functions marked in the square box can also occur in a sequence different from that marked in the accompanying drawings. For example, two square boxes represented in succession can actually be executed substantially in parallel, and they can sometimes be executed in the opposite order, depending on the functions involved. It should also be noted that each square box in the block diagram and / or flow chart, and the combination of the square boxes in the block diagram and / or flow chart can be implemented with a dedicated hardware-based system that performs a specified function or operation, or can be implemented with a combination of dedicated hardware and computer instructions.

[0137] The units involved in the embodiments described in the present disclosure may be implemented by software or hardware. The name of a unit does not limit the unit itself in some cases. For example, an interactive operation receiving module may also be described as a "module for obtaining target page information associated with the page interactive operation".

[0138] The functions described above herein may be performed at least in part by one or more hardware logic components. For example, without limitation, exemplary types of hardware logic components that may be used include: field programmable gate arrays (FPGAs), application specific integrated circuits (ASICs), application specific standard products (ASSPs), systems on chips (SOCs), complex programmable logic devices (CPLDs), and the like.

[0139] In the context of the present disclosure, a machine-readable medium may be a tangible medium that may contain or store a program for use by or in conjunction with an instruction execution system, device, or equipment. A machine-readable medium may be a machine-readable signal medium or a machine-readable storage medium. A machine-readable medium may include, but is not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, device, or equipment, or any suitable combination of the foregoing. A more specific example of a machine-readable storage medium may include an electrical connection based on one or more lines, a portable computer disk, a hard disk, a random access memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disk read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing.

[0140] The above description is only a preferred embodiment of the present disclosure and an explanation of the technical principles used. Those skilled in the art should understand that the scope of disclosure involved in the present disclosure is not limited to the technical solutions formed by a specific combination of the above technical features, but should also cover other technical solutions formed by any combination of the above technical features or their equivalent features without departing from the above disclosed concept. For example, the above features are replaced with the technical features with similar functions disclosed in the present disclosure (but not limited to) by each other to form a technical solution.

[0141] In addition, although each operation is described in a specific order, this should not be understood as requiring these operations to be performed in the specific order shown or in a sequential order. Under certain circumstances, multitasking and parallel processing may be advantageous. Similarly, although some specific implementation details are included in the above discussion, these should not be interpreted as limiting the scope of the present disclosure. Some features described in the context of a separate embodiment can also be implemented in a single embodiment in combination. On the contrary, the various features described in the context of a single embodiment can also be implemented in multiple embodiments individually or in any suitable sub-combination mode.

[0142] Although the subject matter has been described in language specific to structural features and / or methodological logical actions, it should be understood that the subject matter defined in the appended claims is not necessarily limited to the specific features or actions described above. On the contrary, the specific features and actions described above are merely example forms of implementing the claims.

Claims

1. An information processing method, characterized in that: include: Receiving a page interaction operation for a target page, acquiring target page information associated with the page interaction operation, and determining first operation description information corresponding to the page interaction operation according to the target page information, wherein the target page information includes page change information of the target page before and after the page interaction operation is performed; Determine second operation description information associated with the page interaction operation based on the first operation description information, and determine interaction event description information corresponding to the target page based on the second operation description information, wherein the second operation description information at least includes the first operation description information corresponding to the page interaction operation.

2. The information processing method according to claim 1, characterized in that: The target page information includes first page data in the target page before the page interaction operation is performed and second page data in the target page after the page interaction operation is performed.

3. The information processing method according to claim 2, characterized in that: The first page data includes a first page image, and the second page data includes a second page image; and the acquiring target page information associated with the page interaction operation includes: A first page image is obtained by taking a screenshot of page data in the target page before performing the page interaction operation; and a second page image is obtained by taking a screenshot of page data in the target page after performing the page interaction operation.

4. The information processing method according to claim 3, characterized in that: The obtaining of a first page image obtained by taking a screenshot of page data in the target page before performing the page interaction operation includes: In the case where the page interaction operation is the first interaction operation on the target page, taking a screenshot of page data in the target page before performing the page interaction operation to obtain a first page image; In a case where the page interaction operation is not the first interaction operation for the target page, an adjacent interaction operation of the page interaction operation is determined, and the second page image of the adjacent interaction operation is determined as the first page image of the page interaction operation, wherein the adjacent interaction operation is a page interaction operation that is located before the page interaction operation in terms of triggering time and is most adjacent to the page interaction operation.

5. The information processing method according to claim 1, characterized in that: The determining, according to the target page information, first operation description information corresponding to the page interaction operation includes: Obtain first page description information corresponding to the target page, and input the first page description information and the target page information into an operation recognition model to obtain first operation description information corresponding to the page interaction operation, wherein the operation recognition model is obtained by training a deep learning model through the first page description information and sample page information of a sample page.

6. The information processing method according to claim 1, characterized in that: The determining, according to the first operation description information, second operation description information associated with the page interaction operation includes: The second operation description information associated with the page interaction operation is determined according to the trigger time of the page interaction operation corresponding to the first operation description information and the preset association information with the first operation description information, wherein the preset association information includes a preset association quantity and / or a preset association duration.

7. The information processing method according to claim 1, characterized in that: The determining, according to the second operation description information, the interaction event description information corresponding to the target page includes: Obtain second page description information corresponding to the target page, and input the second page description information and the second operation description information into an interaction event recognition model to obtain interaction event description information corresponding to the target page, wherein the interaction event recognition model is obtained by training a deep learning model through the second page description information and sample operation description information of the sample page.

8. The information processing method according to claim 1, characterized in that: After determining the interaction event description information corresponding to the target page according to the second operation description information, the method further includes: Determine an event matching result between the interaction event description information and the target event description information, wherein the event matching result is at least used to describe whether there is target event description information matching the interaction event description information; In the case where the target event description information that matches the interactive event description information exists, event prompt information corresponding to the interactive event description information is generated and displayed.

9. The information processing method according to claim 8, characterized in that: The determining of an event matching result between the interaction event description information and the target event description information includes: The interactive event description information is input into an event matching model, so that the event matching model generates an event matching result corresponding to the interactive event description information based on the target event description information preset in the event matching model.

10. An information processing device, characterized in that: include: An interactive operation receiving module, configured to receive a page interactive operation for a target page, obtain target page information associated with the page interactive operation, and determine first operation description information corresponding to the page interactive operation according to the target page information, wherein the target page information includes page change information of the target page before and after the page interactive operation is performed; An interactive event determination module is used to determine second operation description information associated with the page interactive operation based on the first operation description information, and determine interactive event description information corresponding to the target page based on the second operation description information, wherein the second operation description information at least includes the first operation description information corresponding to the page interactive operation.

11. An electronic device, characterized in that: The electronic device comprises: one or more processors; a storage device for storing one or more programs, When the one or more programs are executed by the one or more processors, the one or more processors implement the information processing method according to any one of claims 1 to 9.

12. A storage medium containing computer executable instructions, characterized in that: When the computer executable instructions are executed by a computer processor, they are used to perform the information processing method according to any one of claims 1 to 9.

13. A computer program product, comprising a computer program, characterized in that When the computer program is executed by a processor, the computer program implements the information processing method according to any one of claims 1 to 9.

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