Work recommendation method, device, electronic device and storage medium

By using artificial intelligence to recommend works with high similarity to works on social platforms, the cumbersome problem of user manual search is solved, efficient work recommendations are achieved, and interactive efficiency and user experience are improved.

CN118502626BActive Publication Date: 2024-12-20BEIJING DAJIA INTERNET INFORMATION TECH CO LTD
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Patent Information

Application Number
CN202410953383.8
Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
Filing Date
2024-07-16
Publication Date
2024-12-20
Estimated Expiration
2044-07-16

AI Technical Summary

Technical Problem

In the prior art, if users want to browse more similar works after sharing their works on social platforms, they need to search manually, which is cumbersome to operate, which increases interaction costs and reduces human-computer interaction efficiency.

Method used

Provide a method for recommending works. After displaying the target works on the interactive page, it will automatically recommend works with similarity above the threshold. It uses artificial intelligence to generate a work recommendation list, and supports a variety of triggering methods and display methods, including virtual panels and information. Stream pages and thumbnail lists to simplify user operations.

Benefits of technology

It does not require user manual search and automatically recommends similar works, which reduces interaction costs, improves human-computer interaction efficiency, enriches recommendation methods, and improves user experience.

✦ Generated by Eureka AI based on patent content.

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Abstract

The present disclosure provides a method, device, electronic device and storage medium for recommending works, which belongs to the field of Internet technology. The method includes: displaying an interactive page between a first user account and a second user account; wherein the interactive page displays a target work shared by the first user account or the second user account; in response to the target work being triggered, displaying a work recommendation list; wherein the work recommendation list includes at least one work, wherein the similarity between at least one work and the target work is greater than a similarity threshold. The present disclosure implements work recommendation based on the shared work itself. In detail, the scheme can automatically recommend works similar to the work to the user after the user triggers the work shared by himself or others. The scheme does not require the user to manually search for works similar to the shared works through text descriptions and other methods. This processing method eliminates the tedious steps of manual search, reduces the interaction cost, and has high human-computer interaction efficiency.
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Description

Technical Field

[0001] The present disclosure relates to the field of Internet technology, and in particular to a work recommendation method, device, electronic device and storage medium. Background Art

[0002] With the rapid development of Internet technology and the widespread popularization of smart terminals, more and more users choose to publish their own works or browse the works created by others on social platforms (such as short video platforms).

[0003] The current ways of interacting with works include liking, commenting or sharing. Taking sharing as an example, it is currently supported that the sharer can share works with others in the form of private messages. As for the recipient, after viewing the shared work, if you want to browse more similar works, you can usually only search manually.

[0004] However, this manual search method is cumbersome to operate, increases interaction costs, and has low human-computer interaction efficiency. Summary of the invention

[0005] The present disclosure provides a work recommendation method, device, electronic device and storage medium. The technical solution of the present disclosure is as follows.

[0006] According to a first aspect of an embodiment of the present disclosure, a method for recommending works is provided, comprising:

[0007] Displaying an interactive page between a first user account and a second user account; wherein the interactive page displays a target work shared by the first user account or the second user account;

[0008] In response to the target work trigger, a work recommendation list is displayed; wherein the work recommendation list includes at least one work; and the similarity between the at least one work and the target work is greater than a similarity threshold.

[0009] In some embodiments, in response to the target work being triggered, displaying a work recommendation list includes:

[0010] In response to the target work being triggered in a first manner, displaying a virtual panel on the interactive page; wherein the virtual panel includes a first work recommendation control;

[0011] In response to a triggering operation on the first work recommendation control, the work recommendation list is displayed.

[0012] In some other embodiments, displaying the work recommendation list includes:

[0013] The work recommendation list is displayed on the interactive page.

[0014] In some other embodiments, displaying the work recommendation list on the interactive page includes any of the following:

[0015] Displaying the at least one work on the interactive page in order of priority;

[0016] The at least one work is displayed on the interactive page in a rotating display manner.

[0017] In some other embodiments, the method further comprises:

[0018] Displaying first prompt information on the interactive page;

[0019] Among them, the first prompt information is used to prompt that the work recommendation list is automatically generated by artificial intelligence.

[0020] In some other embodiments, the method further comprises:

[0021] In response to a triggering operation on the first work recommendation control, the virtual panel is hidden.

[0022] In some other embodiments, the method further comprises:

[0023] In response to the first work in the work recommendation list being triggered, jumping to the information flow page;

[0024] Among them, the information flow page currently displays the first work and the second prompt information; the second prompt information is used to prompt browsing of unbrowsed works in the work recommendation list.

[0025] In some other embodiments, in response to the target work being triggered, displaying a work recommendation list includes:

[0026] In response to the target work being triggered in the second manner, jumping to an information flow page; wherein the information flow page currently displays the target work and a second work recommendation control;

[0027] In response to a triggering operation on the second work recommendation control, a second work in the work recommendation list and a second prompt information are displayed on the information flow page; wherein the second prompt information is used to prompt browsing of unbrowsed works in the work recommendation list.

[0028] In some other embodiments, the method further comprises:

[0029] The second work recommendation control is displayed on the information flow page in a manner that does not obstruct the target work.

[0030] In some other embodiments, the method further comprises:

[0031] In response to the first gesture operation on the information flow page, the third work in the work recommendation list is displayed on the information flow page.

[0032] In some other embodiments, the method further comprises:

[0033] In response to a second gesture operation on the information flow page, displaying a thumbnail list on the information flow page; wherein the thumbnail list includes thumbnails of the unbrowsed works;

[0034] In response to any thumbnail in the thumbnail list being selected, the work corresponding to the selected thumbnail is displayed on the information flow page.

[0035] In some other embodiments, displaying a list of thumbnails on the information stream page includes:

[0036] The thumbnail list is displayed at the side edge of the information flow page.

[0037] In some other embodiments, the method further comprises:

[0038] When a preset condition is met, a work sharing control is displayed on the information flow page in a manner of replacing the second prompt information; wherein the work sharing control is used to guide the sharing of the currently browsed work.

[0039] In some other embodiments, the preset conditions include:

[0040] The display time of the second prompt information reaches a preset time; or,

[0041] The frequency of work switching is greater than the preset frequency.

[0042] In some other embodiments, the similarity between the at least one work and the target work is greater than a similarity threshold, including at least one of the following:

[0043] The similarity between the at least one work and the target work in terms of subject matter is greater than a first similarity threshold;

[0044] The similarity between the at least one work and the target work in terms of subject matter is greater than a second similarity threshold;

[0045] The similarity between the at least one work and the target work in the background music used is greater than a third similarity threshold;

[0046] The similarity between the at least one work and the target work in the virtual special effects used is greater than a fourth similarity threshold.

[0047] According to a second aspect of an embodiment of the present disclosure, a work recommendation device is provided, including:

[0048] A first display module is configured to display an interactive page between a first user account and a second user account; wherein the interactive page displays a target work shared by the first user account or the second user account;

[0049] The recommendation module is configured to display a work recommendation list in response to the target work being triggered; wherein the work recommendation list includes at least one work; and the similarity between the at least one work and the target work is greater than a similarity threshold.

[0050] In some embodiments, the recommendation module is configured to:

[0051] In response to the target work being triggered in a first manner, displaying a virtual panel on the interactive page; wherein the virtual panel includes a first work recommendation control;

[0052] In response to a triggering operation on the first work recommendation control, the work recommendation list is displayed.

[0053] In some other embodiments, the recommendation module is configured to:

[0054] The work recommendation list is displayed on the interactive page.

[0055] In some other embodiments, the recommendation module is configured to perform any of the following:

[0056] Displaying the at least one work on the interactive page in order of priority;

[0057] The at least one work is displayed on the interactive page in a rotating display manner.

[0058] In some other embodiments, the first display module is further configured as:

[0059] Displaying first prompt information on the interactive page;

[0060] Among them, the first prompt information is used to prompt that the work recommendation list is automatically generated by artificial intelligence.

[0061] In some other embodiments, the first display module is further configured as:

[0062] In response to a triggering operation on the first work recommendation control, the virtual panel is hidden.

[0063] In some other embodiments, the first display module is further configured as:

[0064] In response to the first work in the work recommendation list being triggered, jumping to the information flow page;

[0065] Among them, the information flow page currently displays the first work and the second prompt information; the second prompt information is used to prompt browsing of unbrowsed works in the work recommendation list.

[0066] In some other embodiments, the device further comprises: a second display module;

[0067] The first display module is further configured to jump to an information flow page in response to the target work being triggered in a second manner; wherein the information flow page currently displays the target work and a second work recommendation control;

[0068] The second display module is configured to display the second work in the work recommendation list and the second prompt information on the information flow page in response to a triggering operation on the second work recommendation control; wherein the second prompt information is used to prompt browsing of unbrowsed works in the work recommendation list.

[0069] In some other embodiments, the second display module is further configured to display the second work recommendation control on the information flow page in a manner not to obstruct the target work.

[0070] In some other embodiments, the second display module is further configured to display a third work in the work recommendation list on the information flow page in response to a first gesture operation on the information flow page.

[0071] In some other embodiments, the second display module is further configured as:

[0072] In response to a second gesture operation on the information flow page, displaying a thumbnail list on the information flow page; wherein the thumbnail list includes thumbnails of the unbrowsed works;

[0073] In response to any thumbnail in the thumbnail list being selected, the work corresponding to the selected thumbnail is displayed on the information flow page.

[0074] In other embodiments, the second display module is configured to display the thumbnail list at a side edge of the information flow page.

[0075] In some other embodiments, the second display module is further configured as:

[0076] When a preset condition is met, a work sharing control is displayed on the information flow page in a manner of replacing the second prompt information; wherein the work sharing control is used to guide the sharing of the currently browsed work.

[0077] In some other embodiments, the preset conditions include:

[0078] The display time of the second prompt information reaches a preset time; or,

[0079] The frequency of work switching is greater than the preset frequency.

[0080] In some other embodiments, the similarity between the at least one work and the target work is greater than a similarity threshold, including at least one of the following:

[0081] The similarity between the at least one work and the target work in terms of subject matter is greater than a first similarity threshold;

[0082] The similarity between the at least one work and the target work in terms of subject matter is greater than a second similarity threshold;

[0083] The similarity between the at least one work and the target work in the background music used is greater than a third similarity threshold;

[0084] The similarity between the at least one work and the target work in the virtual special effects used is greater than a fourth similarity threshold.

[0085] According to a third aspect of an embodiment of the present disclosure, an electronic device is provided, the electronic device comprising:

[0086] one or more processors;

[0087] A memory for storing program codes executable by the processor;

[0088] The processor is configured to execute the program code to implement the above-mentioned work recommendation method.

[0089] According to a fourth aspect of an embodiment of the present disclosure, a computer-readable storage medium is provided. When a program code in the computer-readable storage medium is executed by a processor of an electronic device, the electronic device is enabled to perform the above-mentioned work recommendation method.

[0090] According to a fifth aspect of an embodiment of the present disclosure, a computer program product is provided, including a computer program, which implements the above-mentioned work recommendation method when executed by a processor of an electronic device.

[0091] The disclosed embodiment realizes the recommendation of works based on the shared works themselves. In detail, the solution can automatically recommend works similar to the works to the user after the user triggers the work shared by himself or others. The solution does not require the user to manually search for works similar to the shared works through text descriptions and other methods. This processing method saves the tedious steps of manual search, reduces the interaction cost, and has high human-computer interaction efficiency.

[0092] It is to be understood that the foregoing general description and the following detailed description are exemplary and explanatory only and are not restrictive of the present disclosure. BRIEF DESCRIPTION OF THE DRAWINGS

[0093] The drawings herein are incorporated into and constitute a part of the specification, illustrate embodiments consistent with the present disclosure, and together with the description are used to explain the principles of the present disclosure, and do not constitute improper limitations on the present disclosure.

[0094] Figure 1 The figure is a schematic diagram of an implementation environment of a work recommendation method according to an exemplary embodiment.

[0095] Figure 2 The figure is a flowchart of a method for recommending works according to an exemplary embodiment.

[0096] Figure 3 The figure is a flowchart of another work recommendation method according to an exemplary embodiment.

[0097] Figure 4 It is a first page schematic diagram shown according to an exemplary embodiment.

[0098] Figure 5 It is a schematic diagram of a second page according to an exemplary embodiment.

[0099] Figure 6 It is a third page schematic diagram shown according to an exemplary embodiment.

[0100] Figure 7 It is a fourth page schematic diagram shown according to an exemplary embodiment.

[0101] Figure 8 It is a fifth page schematic diagram shown according to an exemplary embodiment.

[0102] Fig. 9 It is a sixth page schematic diagram shown according to an exemplary embodiment.

[0103] Fig.10 The figure is a flowchart of another method for recommending works according to an exemplary embodiment.

[0104] Fig.11It is a seventh page schematic diagram shown according to an exemplary embodiment.

[0105] Fig.12 The figure is a block diagram of a device for recommending works according to an exemplary embodiment.

[0106] Fig.13 It is a block diagram of a terminal according to an exemplary embodiment. DETAILED DESCRIPTION

[0107] In order to enable ordinary persons in the art to better understand the technical solutions of the present disclosure, the technical solutions in the embodiments of the present disclosure will be clearly and completely described below in conjunction with the accompanying drawings.

[0108] It should be noted that the terms "first", "second", etc. in the specification and claims of the present disclosure and the above-mentioned drawings are used to distinguish similar objects, and are not necessarily used to describe a specific order or sequence. It should be understood that the data used in this way can be interchanged where appropriate, so that the embodiments of the present disclosure described herein can be implemented in an order other than those illustrated or described herein. The embodiments described in the following exemplary embodiments do not represent all embodiments consistent with the present disclosure. Instead, they are merely examples of devices and methods consistent with some aspects of the present disclosure as detailed in the appended claims.

[0109] The information (including but not limited to user device information, user personal information, etc.), data (including but not limited to data used for analysis, stored data, displayed data, etc.) and signals involved in this disclosure are all authorized by the user or fully authorized by all parties, and the collection, use and processing of relevant data must comply with relevant laws, regulations and standards of relevant countries and regions.

[0110] With the rapid development of artificial intelligence (AI) technology, there are more possibilities for interaction in the online social field. Among them, sharing works is a common way of interaction between users. Regarding the sharing of works between users, how to use AI to obtain a better user experience is a direction worthy of attention and research. To this end, for work sharing, the present disclosure embodiment proposes a solution for recommending similar works through AI. The work recommendation solution provided by the present disclosure embodiment is described in detail below through the following embodiments.

[0111] Figure 1 FIG. 1 is a schematic diagram of an implementation environment of a work recommendation method according to an exemplary embodiment. Figure 1 , the implementation environment includes: a first terminal 101, a second terminal 102 and a server 103.

[0112] The target application is installed on the first terminal 101 and the second terminal 102. The user logs in to the target application through a registered account to obtain services provided by the target application. Exemplarily, the target application is a social application, such as a short video application, which is not limited in the present disclosure.

[0113] In some embodiments, the first terminal 101 and the second terminal 102 are smartphones. In addition, those skilled in the art will appreciate that the number of the above terminals may be more or less. For example, the above terminals may be only a few, or the above devices may be dozens or hundreds, or more. The embodiments of the present disclosure do not limit the number and type of terminals.

[0114] In other embodiments, the server 103 provides background services for the target application. In addition, the server 103 is connected to the first terminal 101 and the second terminal 102 via a wireless network or a wired network. In addition, the server involved in the embodiment of the present disclosure may also include other functional servers to provide more comprehensive and diversified services.

[0115] Figure 2 is a flowchart of a method for recommending works according to an exemplary embodiment. Figure 2 As shown, the proposed method is applied to electronic devices, such as Figure 1 The first terminal 101 or the second terminal 102 is shown. The work recommendation method includes the following steps.

[0116] In 201, the electronic device displays an interactive page between a first user account and a second user account; wherein the interactive page displays a target work shared by the first user account or the second user account.

[0117] In the disclosed embodiment, the first user logs in to the target application installed on the first terminal through the first user account, and the second user logs in to the target application installed on the second terminal through the second user account.

[0118] Accordingly, a first user using a first terminal publishes works, interacts with others, or browses works published by others on a social platform through a first user account. A second user using a second terminal publishes works, interacts with others, or browses works published by others on a social platform through a second user account.

[0119] The first point to be explained is that the target work in this article generally refers to any work that has been uploaded to a social platform and is available for users to browse. It can be in the form of a combination of text and audio, or in the form of video, and this disclosure does not limit this.

[0120] Taking the example that the target work is published by a third object using a third terminal through a third user account, the first user account, the second user account and the third user account are user accounts registered by different users when using the target application.

[0121] In addition, in addition to sharing works, the first user account and the second user account can also interact on the interactive page through text, voice, pictures or expressions, etc., which is not limited in the present disclosure.

[0122] The second point that needs to be explained is that there is a follow-up relationship between the first user account and the second user account.

[0123] Among them, the following relationship includes a two-way following relationship and a one-way following relationship. Two-way following is also called mutual following, so the two-way following relationship is also called a friend relationship. One-way following includes: adding the other party's user account to your own following list, and adding your own user account to the other party's fan list; or, adding your user account to the other party's following list, and adding the other party's user account to your fan list.

[0124] In some embodiments, there is a follow relationship between the first user account and the second user account, including but not limited to the following situations.

[0125] 1. The second user account appears in the friend list of the first user account, wherein each user account in the friend list has a two-way follow relationship with the first user account.

[0126] 2. The second user account appears in the follow list of the first user account, wherein each user account in the follow list has a one-way follow relationship with the first user account.

[0127] In 202, in response to the target work being triggered, the electronic device displays a work recommendation list; wherein the work recommendation list includes at least one work; and the similarity between the at least one work and the target work is greater than a similarity threshold.

[0128] In some embodiments, the embodiments of the present disclosure support users to trigger target works in a variety of ways. Different user triggering methods will result in different ways for the electronic device to display the recommended list of works. For details, please refer to the following description.

[0129] Taking the target work shared by the first user account as an example, the target work can be triggered by the first user account or the second user account. No matter which user account triggers the target work, similar works can be recommended to the user.

[0130] Taking the target work shared by the second user account as an example, the target work can be triggered by both the first user account and the second user account. No matter which user account triggers the target work, similar works can be recommended to the user.

[0131] In other words, whether it is a work that a user triggers others to share, or a work that a user triggers to be shared with others, similar works are recommended for the user, and this disclosure does not limit this.

[0132] In some other embodiments, the similarity between the at least one work and the target work is greater than a similarity threshold, including at least one of the following.

[0133] The similarity between the theme of at least one work and the target work is greater than a first similarity threshold. The theme refers to the central idea to be expressed in the work, generally referring to the main content. Therefore, similarity in theme can also be called similarity in content.

[0134] The similarity between the at least one work and the target work in terms of subject matter is greater than a second similarity threshold. The subject matter refers to the material used to express the theme in the work. For example, the subject matter may be food, games, emotions, music, movies, or speech education, etc., which is not limited in the present disclosure.

[0135] The similarity between the background music used by at least one work and the target work is greater than a third similarity threshold. For example, the melodies of the background music are similar.

[0136] The similarity between the virtual special effects used by at least one work and the target work is greater than a fourth similarity threshold. The virtual special effects here generally refer to special effect materials added to the work to enhance the visual effects of the work.

[0137] It should be noted that, for the first similarity threshold, the second similarity threshold, the third similarity threshold and the fourth similarity threshold, the four similarity thresholds may be different in value, or at least two of the four similarity thresholds may be the same in value, which is not limited in the present disclosure.

[0138] In summary, the disclosed embodiments implement work recommendations based on the shared works themselves. Specifically, after the user triggers a work shared by himself or others, the solution can automatically recommend works similar to the work to the user. The solution does not require the user to manually search for works similar to the shared works through text descriptions or other methods. This processing method eliminates the tedious steps of manual search, reduces the interaction cost, and has high human-computer interaction efficiency.

[0139] In addition, when screening similar works, the embodiments of the present disclosure support screening in multiple ways, which enriches the recommendation methods of similar works and makes the recommended works more diverse.

[0140] Above Figure 2 The following is only a basic process of the present disclosure. The solution provided by the present disclosure is further described based on a specific implementation method. Figure 3 is a flowchart of another work recommendation method according to an exemplary embodiment. Figure 3 As shown, the work recommendation method is applied to an electronic device. For example, a first user account shares a target work with a second user account, and the first user account triggers the target work. The electronic device is Figure 1 The first terminal 101 is shown. The work recommendation method includes the following steps.

[0141] In 301, the electronic device displays an interactive page between the first user account and the second user account; wherein the interactive page displays a target work shared by the first user account or the second user account.

[0142] In some embodiments, the interactive page is a private message page, which is not limited in the present disclosure.

[0143] In 302, in response to the target work being triggered by the first user account in a first manner, the electronic device displays a virtual panel on the interactive page; wherein the virtual panel includes a first work recommendation control.

[0144] In some embodiments, triggering the target work in the first way means long pressing the target work. That is, the embodiments of the present disclosure support long pressing the shared work to recommend similar works.

[0145] See also Figure 4 and Figure 5 If the user long presses Figure 4 For works shared in (can be anywhere on the cover of the work), Figure 5 As shown, a virtual panel is displayed. The virtual panel includes a first work recommendation control 1. Exemplarily, the control name of the first work recommendation control is "find similar", which is not limited in the present disclosure.

[0146] In other embodiments, the virtual panel is displayed on the interactive page in a manner that does not block the cover of the work, which is not limited by the present disclosure. Exemplarily, the virtual panel is in the form of a floating window, which is also not limited by the present disclosure.

[0147] In 303, in response to the triggering operation of the first user account on the first work recommendation control, the electronic device displays a work recommendation list.

[0148] Exemplarily, the triggering operation on the first work recommendation control 1 refers to a click operation on the first work recommendation control 1, which is not limited in the present disclosure. In addition, in response to the triggering operation on the first work recommendation control by the first user account, the present embodiment will also hide Figure 5 The virtual panel shown, that is, click Figure 5 After clicking the "Find Similar" control in the interactive page, the virtual panel disappears automatically to reduce unnecessary space occupation on the interactive page.

[0149] In some embodiments, the electronic device will display a recommended work list on the interactive page based on the display position of the target work. This display method can intuitively reflect the association between the target work and the recommended work list, effectively prompt the user, and have a good human-computer interaction effect.

[0150] In other embodiments, a list of recommended works is displayed on the interactive page, including any of the following items.

[0151] 3031. Display at least one work similar to the target work on the interactive page in order of priority.

[0152] In some embodiments, the priority order is determined based on similarity to the target work.

[0153] For this method, other works with high similarity to the target work are displayed preferentially. This display method fully considers the user's willingness to browse works. The recommended works are more in line with the user's wishes. The user is more likely to click on the recommended works to view them, and the human-computer interaction effect is good.

[0154] For example, reference Figure 6 , considering the limited size of the device screen, three works similar to the target work can be displayed on the interactive page in order of priority, namely video 1, video 2 and video 3. Among them, video 1 has the highest similarity with the target work, video 2 ranks second, video 3 ranks third, and so on.

[0155] In addition, you can view more similar works by sliding from right to left, which is not limited in the present disclosure. Figures 4 to 6 It can be seen that in order to conveniently display recommended similar works to users, the page content of the interactive page may change accordingly. For example, the page content may change due to automatic scrolling up or down.

[0156] It should be noted that, in addition to determining the priority order based on the similarity with the target work, the priority order can also be determined according to the popularity or release time of at least one work. For example, the popularity of the work can be determined by one or more of the number of views, comments, likes, and reposts of the work, and this disclosure does not limit this.

[0157] In the embodiment of the present disclosure, at least one work similar to the target work is determined by AI technology. Exemplarily, the at least one work is given by a trained work recommendation model (AI model). The work recommendation model involves AI technology, such as computer vision technology, in the process of outputting similar works, which is not limited by the present disclosure.

[0158] In some other embodiments, the work recommendation model may be trained in the following manner:

[0159] Step a: Obtain a first training sample set, wherein the first training sample set includes multiple work combinations, each work combination includes a reference work and multiple similar works of the reference work, and the reference work and each similar work have similarity annotations.

[0160] For example, the similarity can be marked from multiple aspects such as theme, subject matter, background music or virtual special effects, and the present disclosure does not limit this.

[0161] Step b: training a machine learning model based on the first training sample set to obtain a work recommendation model.

[0162] Exemplarily, the back propagation algorithm and the gradient descent algorithm may be used to train the model, which is not limited in the present disclosure.

[0163] In other embodiments, based on user feedback, the disclosed embodiments will continue to optimize the above-mentioned work recommendation model to better meet the needs of users. As follows, the optimization process of the above-mentioned work recommendation model includes:

[0164] First, user feedback operations for automatically recommended similar works are collected. For example, user feedback operations include but are not limited to browsing operations, liking operations, commenting operations, etc. for similar works.

[0165] Next, a new work combination is constructed based on the user feedback operation to obtain a second training sample set; the work recommendation model is retrained based on the second training sample set to obtain an updated work recommendation model.

[0166] 3032. Display at least one work similar to the target work on the interactive page in a rotating display manner.

[0167] Among them, rotating display of at least one work similar to the target work means that: these works are displayed in batches on the interactive page in rotation. Taking the work recommendation list including 9 videos (videos 1-9) as an example, videos 1-video 3 can be displayed first on the interactive page, and then videos 4-6 can be displayed after a specific time, and then videos 7-9 can be displayed after a specific time. Exemplarily, the specific time length can be 2 seconds or 3 seconds, etc., which is not limited in the present disclosure. This display method can automatically switch the works in the work recommendation list for display, ensuring that the works in the work recommendation list have the opportunity to be displayed on the interactive page without the user having to manually perform work switching, which not only enriches the presentation method of similar works, but also reduces the interaction cost, and has a good human-computer interaction effect.

[0168] In some other embodiments, the method provided by the embodiment of the present disclosure further includes: displaying a first prompt message on the interactive page based on the display position of the target work. The first prompt message is used to prompt that the work recommendation list is automatically generated by artificial intelligence. Figure 6 The first prompt information is "The following are similar videos recommended by AI", which is not limited in this disclosure. After similar works are recommended, prompt information is output so that users can clearly understand the relationship between these recommended works and shared works, and the human-computer interaction effect is good.

[0169] In 304, in response to the first work in the work recommendation list being triggered by the first user account, the electronic device jumps to the information flow page; wherein the information flow page currently displays the first work and the second prompt information; the second prompt information is used to prompt browsing of the unbrowsed works in the work recommendation list.

[0170] In some embodiments, the triggering operation on the first work refers to: a play operation on the first work. Figure 6 , with the first work as Figure 6 Taking video 1 in the figure as an example, the play operation of video 1 refers to: a click operation on the play control at the location of video 1, which is not limited in the present disclosure.

[0171] The information flow page is also called the work details page, which is used to play the work. Figure 7 As shown, in addition to displaying the playback screen of the first work, the information flow page also displays the avatar of the user account that published the work, a like control, a comment entry, a collection control, and a sharing control, etc. in the right edge area of ​​the page.

[0172] In addition, the lower area of ​​the page also displays the identity of the user account that published the work (such as the nickname of the third user account), the work text and audio controls, etc., which are not limited in this disclosure.

[0173] In addition, refer to Figure 7 , the information flow page also displays a second prompt information 2. Exemplarily, the second prompt information 2 is displayed at the bottom of the page, which is the words "swipe up to see more", and the present disclosure is not limited to this.

[0174] In summary, the disclosed embodiment not only supports users to directly click to view recommended similar works, but also automatically prompts users on how to view more similar works, such as users can view more similar works by simply sliding up. This method not only saves users from the tedious steps of manually searching for similar works, but also automatically realizes page jumps without manually exiting the current page, making it convenient for users to browse similar works, and the human-computer interaction efficiency is high.

[0175] In some other embodiments, the disclosed embodiments also support the first user account to quickly share similar works automatically recommended by AI to the second user account. Figure 8 , the method provided by the embodiment of the present disclosure also includes:

[0176] When the preset conditions are met, the work sharing control 3 is displayed on the information flow page in a manner of replacing the second prompt information. The work sharing control 3 is used to guide the sharing of the currently browsed work.

[0177] Exemplarily, the preset conditions include but are not limited to the following two.

[0178] The display time of the first and second prompt information reaches the preset time.

[0179] The preset duration may be 5 seconds or other values, which is not limited in the present disclosure.

[0180] Second, the frequency of work switching is greater than the preset frequency.

[0181] In this case, the first user account is probably rapidly switching works for browsing, and the willingness to share works is low, so the sharing control may not be switched temporarily. In addition, in this case, the second prompt information may automatically disappear after being displayed for a preset time, which is not limited in the present disclosure.

[0182] For example, after the first user account completes sharing of the video 1 based on the work sharing control 3, the electronic device will display the following Fig. 9 The interactive page shown is used to prompt that the first user account currently shares video 1 with the second user account.

[0183] In summary, the disclosed embodiments implement work recommendations based on the shared works themselves. In detail, after the user triggers a work shared by himself or others, the solution can automatically recommend works similar to the shared work to the user based on the shared work. The solution does not require the user to manually search for works similar to the shared work through text descriptions or the like. The user only needs to perform simple operations (such as long pressing the shared work, clicking the work recommendation control) to obtain similar works. This processing method eliminates the tedious steps of manual search, reduces the interaction cost, and has high human-computer interaction efficiency.

[0184] In addition, on the work details page, the disclosed embodiment also supports users to quickly share similar works with others with one click, and the human-computer interaction efficiency is high. Taking the example of a first user account sharing a work with a second user account, and the first user account triggering the shared work, the disclosed embodiment also supports the first user account to quickly share similar works with the second user account with one click, which also facilitates the second user account to browse other works similar to the shared work, and the human-computer interaction efficiency is high.

[0185] In addition, taking into account different scenarios, the embodiment of the present disclosure also supports switching display of sharing controls in various situations, which has better adaptability.

[0186] In summary, the disclosed embodiments reduce the difficulty of searching for similar works based on shared works, and significantly improve the efficiency of human-computer interaction. In addition, since the recommended similar works can be quickly shared with others, the user experience in social scenarios is also greatly improved.

[0187] Above Figure 2 The following is only a basic process of the present disclosure. The solution provided by the present disclosure is further described based on a specific implementation method. Fig.10 is a flowchart of another method for recommending works according to an exemplary embodiment. Fig.10 As shown, the work recommendation method is applied to an electronic device. For example, a first user account shares a target work with a second user account, and the first user account triggers the target work. The electronic device is Figure 1 The first terminal 101 is shown. The work recommendation method includes the following steps.

[0188] In 1001, the electronic device displays an interactive page between a first user account and a second user account; wherein the interactive page displays a target work shared by the first user account or the second user account.

[0189] This step may refer to the aforementioned step 201 and will not be described in detail here.

[0190] In 1002, in response to the target work being triggered by the first user account in a second manner, the electronic device jumps to an information flow page; wherein the information flow page currently displays the target work and a second work recommendation control.

[0191] In some embodiments, Figure 4 As shown, triggering the target work in the second way means: Figure 4 The playback controls of the target work displayed in the figure perform a click operation, which is not limited in the present disclosure.

[0192] In other embodiments, Fig.11 As shown, the second work recommendation control 4 is displayed on the information flow page in a manner that does not block the target work. This display method does not block the playback screen of the target work, avoids incomplete display of the details of the target work, and has a good display effect.

[0193] In 1003, in response to the triggering operation of the first user account on the second work recommendation control, the electronic device displays the second work in the work recommendation list and the second prompt information on the information flow page; wherein the second prompt information is used to prompt browsing of the unbrowsed works in the work recommendation list.

[0194] In some embodiments, the triggering operation of the second work recommendation control refers to: Fig.11 The second work recommendation control 4 displayed in the figure performs a click operation, which is not limited in the present disclosure.

[0195] In some other embodiments, in response to the first gesture operation on the information flow page, the electronic device will display the third work in the work recommendation list on the information flow page. Figure 7 Taking the words "Swipe up to see more" as an example, the first gesture operation is a swipe up operation, which is not limited in the present disclosure. Since the present disclosure embodiment automatically prompts the user how to view more similar works, for example, the user can view more similar works by simply swiping up. Therefore, this method greatly facilitates the user to browse similar works, and the human-computer interaction efficiency is high.

[0196] In other embodiments, in addition to viewing more similar works through the first gesture operation (such as sliding up), the embodiments of the present disclosure also support viewing more similar works through the following methods:

[0197] In response to the second gesture operation on the information flow page, a thumbnail list is displayed on the information flow page. The thumbnail list includes thumbnails of unbrowsed works. In response to any thumbnail in the thumbnail list being selected, the work corresponding to the selected thumbnail is displayed on the information flow page. That is, the selected work in the work recommendation list begins to be displayed.

[0198] Among them, the above processing method not only enriches the viewing method of similar works, but also supports users to select unbrowsed similar works for playback through simple gesture operations, and the human-computer interaction efficiency is high.

[0199] In addition, in order to reduce the obstruction of the information flow page, the thumbnail list is displayed at the side edge of the information flow page, such as the right edge of the information flow page, which is not limited by the present disclosure. This display method does not obstruct the playback screen of the target work, avoids incomplete display of the details of the target work, and has a good display effect.

[0200] Exemplarily, the second gesture operation is a sliding operation from left to right or a sliding operation from right to left, which is not limited in the present disclosure. Taking the thumbnail list displayed at the left edge of the information flow page as an example, the second gesture operation can be a sliding operation from left to right. Taking the thumbnail list displayed at the right edge of the information flow page as an example, the second gesture operation can be a sliding operation from right to left.

[0201] The disclosed embodiment realizes the recommendation of works based on the shared works themselves. In detail, after the user triggers the work shared by himself or others, the solution can automatically recommend works similar to the shared work to the user based on the shared work. The solution does not require the user to manually search for works similar to the shared works through text descriptions and other methods. The user only needs to perform simple operations (such as triggering to view the details of the shared work, clicking the work recommendation control) to obtain similar works. This processing method eliminates the tedious steps of manual search, reduces the interaction cost, and has high human-computer interaction efficiency.

[0202] In addition, on the work details page, the disclosed embodiment also supports users to quickly share similar works with others with one click, and the human-computer interaction efficiency is high. Taking the example of a first user account sharing a work with a second user account, and the first user account triggering the shared work, the disclosed embodiment supports the first user account to quickly share similar works with the second user account with one click, which also facilitates the second user account to browse other works similar to the shared works, and the human-computer interaction efficiency is high. In addition, considering the different scenarios, the disclosed embodiment also supports the switching display of sharing controls in various situations, which is more adaptable.

[0203] In summary, the disclosed embodiments reduce the difficulty of searching for similar works based on shared works, and significantly improve the efficiency of human-computer interaction. In addition, since the recommended similar works can be quickly shared with others, the user experience in social scenarios is also greatly improved.

[0204] Fig.12 is a block diagram of a device for recommending works according to an exemplary embodiment. Fig.12, the device includes the following modules.

[0205] The first display module 1201 is configured to display an interactive page between a first user account and a second user account; wherein the interactive page displays a target work shared by the first user account or the second user account;

[0206] The recommendation module 1202 is configured to display a work recommendation list in response to the target work being triggered by the second user account; wherein the work recommendation list includes at least one work; and the similarity between the at least one work and the target work is greater than a similarity threshold.

[0207] The disclosed embodiment realizes the recommendation of works based on the shared works themselves. In detail, the solution can automatically recommend works similar to the works to the user after the user triggers the work shared by himself or others. The solution does not require the user to manually search for works similar to the shared works through text descriptions and other methods. This processing method saves the tedious steps of manual search, reduces the interaction cost, and has high human-computer interaction efficiency.

[0208] In some embodiments, the recommendation module is configured to:

[0209] In response to the target work being triggered in a first manner, displaying a virtual panel on the interactive page; wherein the virtual panel includes a first work recommendation control;

[0210] In response to a triggering operation on the first work recommendation control, the work recommendation list is displayed.

[0211] In some other embodiments, the recommendation module is configured to:

[0212] The work recommendation list is displayed on the interactive page.

[0213] In some other embodiments, the recommendation module is configured to perform any of the following:

[0214] Displaying the at least one work on the interactive page in order of priority;

[0215] The at least one work is displayed on the interactive page in a rotating display manner.

[0216] In some other embodiments, the first display module is further configured as:

[0217] Displaying first prompt information on the interactive page;

[0218] Among them, the first prompt information is used to prompt that the work recommendation list is automatically generated by artificial intelligence.

[0219] In some other embodiments, the first display module is further configured as:

[0220] In response to a triggering operation on the first work recommendation control, the virtual panel is hidden.

[0221] In some other embodiments, the first display module is further configured as:

[0222] In response to the first work in the work recommendation list being triggered, jumping to the information flow page;

[0223] Among them, the information flow page currently displays the first work and the second prompt information; the second prompt information is used to prompt browsing of unbrowsed works in the work recommendation list.

[0224] In some other embodiments, the device further comprises: a second display module;

[0225] The first display module is further configured to jump to an information flow page in response to the target work being triggered in a second manner; wherein the information flow page currently displays the target work and a second work recommendation control;

[0226] The second display module is configured to display the second work in the work recommendation list and the second prompt information on the information flow page in response to a triggering operation on the second work recommendation control; wherein the second prompt information is used to prompt browsing of unbrowsed works in the work recommendation list.

[0227] In some other embodiments, the second display module is further configured to display the second work recommendation control on the information flow page in a manner not to obstruct the target work.

[0228] In some other embodiments, the second display module is further configured to display a third work in the work recommendation list on the information flow page in response to a first gesture operation on the information flow page.

[0229] In some other embodiments, the second display module is further configured as:

[0230] In response to a second gesture operation on the information flow page, displaying a thumbnail list on the information flow page; wherein the thumbnail list includes thumbnails of the unbrowsed works;

[0231] In response to any thumbnail in the thumbnail list being selected, the work corresponding to the selected thumbnail is displayed on the information flow page.

[0232] In other embodiments, the second display module is configured to display the thumbnail list at a side edge of the information flow page.

[0233] In some other embodiments, the second display module is further configured as:

[0234] When a preset condition is met, a work sharing control is displayed on the information flow page in a manner of replacing the second prompt information; wherein the work sharing control is used to guide the sharing of the currently browsed work.

[0235] In some other embodiments, the preset conditions include:

[0236] The display time of the second prompt information reaches a preset time; or,

[0237] The frequency of work switching is greater than the preset frequency.

[0238] In some other embodiments, the similarity between the at least one work and the target work is greater than a similarity threshold, including at least one of the following:

[0239] The similarity between the at least one work and the target work in terms of subject matter is greater than a first similarity threshold;

[0240] The similarity between the at least one work and the target work in terms of subject matter is greater than a second similarity threshold;

[0241] The similarity between the at least one work and the target work in the background music used is greater than a third similarity threshold;

[0242] The similarity between the at least one work and the target work in the virtual special effects used is greater than a fourth similarity threshold.

[0243] All the above optional technical solutions can be arbitrarily combined to form optional embodiments of the present disclosure, which will not be described in detail here.

[0244] It should be noted that the work recommendation device provided in the above embodiment only uses the division of the above functional units as an example when recommending works. In actual applications, the above functions can be assigned to different functional units as needed, that is, the internal structure of the electronic device is divided into different functional units to complete all or part of the functions described above. In addition, the work recommendation device provided in the above embodiment and the work recommendation method embodiment belong to the same concept, and the specific implementation process is detailed in the method embodiment, which will not be repeated here.

[0245] Regarding the device in the above embodiment, the specific manner in which each module performs operations has been described in detail in the embodiment of the method, and will not be elaborated here.

[0246] In some embodiments, an electronic device is further provided, the electronic device comprising:

[0247] one or more processors;

[0248] a memory for storing program code executable by the processor;

[0249] The processor is configured to execute the program code to implement the above-mentioned work recommendation method.

[0250] In which, in response to the electronic device being provided as a terminal, Fig.13 It is a block diagram of a terminal 1300 according to an exemplary embodiment.

[0251] Typically, the terminal 1300 includes a processor 1301 and a memory 1302 .

[0252] The processor 1301 includes one or more processing cores, such as a 4-core processor, an 8-core processor, etc. The processor 1301 is implemented in at least one hardware form of DSP (Digital Signal Processing), FPGA (Field-Programmable Gate Array), and PLA (Programmable Logic Array). Alternatively, the processor 1301 includes a main processor and a coprocessor. The main processor is a processor for processing data in the awake state, also known as a CPU (Central Processing Unit); the coprocessor is a low-power processor for processing data in the standby state. In some embodiments, the processor 1301 is integrated with a GPU (Graphics Processing Unit), which is responsible for rendering and drawing the content to be displayed on the display screen. In some embodiments, the processor 1301 also includes an AI (Artificial Intelligence) processor, which is used to process computing operations related to machine learning.

[0253] The memory 1302 includes one or more computer-readable storage media, which are non-transitory. The memory 1302 also includes a high-speed random access memory and a non-volatile memory, such as one or more disk storage devices and flash memory storage devices. In some embodiments, the non-transitory computer-readable storage medium in the memory 1302 is used to store at least one program code, which is used to be executed by the processor 1301 to implement the work recommendation method provided by the method embodiment of the present disclosure.

[0254] In some embodiments, the terminal 1300 further includes: a peripheral device interface 1303 and at least one peripheral device. The processor 1301, the memory 1302 and the peripheral device interface 1303 are connected via a bus or a signal line. Each peripheral device is connected to the peripheral device interface 1303 via a bus, a signal line or a circuit board. The peripheral device includes: at least one of a radio frequency circuit 1304, a display screen 1305, a camera assembly 1306, an audio circuit 1307 and a power supply 1308.

[0255] The peripheral device interface 1303 is used to connect at least one peripheral device related to I / O (Input / Output) to the processor 1301 and the memory 1302. In some embodiments, the processor 1301, the memory 1302, and the peripheral device interface 1303 are integrated on the same chip or circuit board; in other embodiments, any one or two of the processor 1301, the memory 1302, and the peripheral device interface 1303 are implemented on a separate chip or circuit board, which is not limited in the present disclosure.

[0256] The radio frequency circuit 1304 is used to receive and transmit RF (Radio Frequency) signals, also known as electromagnetic signals. The radio frequency circuit 1304 communicates with the communication network and other communication devices through electromagnetic signals. The radio frequency circuit 1304 converts electrical signals into electromagnetic signals for transmission, or converts received electromagnetic signals into electrical signals. In some embodiments, the radio frequency circuit 1304 includes: an antenna system, an RF transceiver, one or more amplifiers, a tuner, an oscillator, a digital signal processor, a codec chipset, a user identity module card, and the like. The radio frequency circuit 1304 communicates with other terminals through at least one wireless communication protocol. The wireless communication protocol includes, but is not limited to: the World Wide Web, a metropolitan area network, an intranet, various generations of mobile communication networks (2G, 3G, 4G and 5G), a wireless local area network and / or a WiFi (Wireless Fidelity) network. In some embodiments, the radio frequency circuit 1304 also includes circuits related to NFC (Near Field Communication), which is not limited in the present disclosure.

[0257] The display screen 1305 is used to display a UI (User Interface). The UI includes graphics, text, icons, videos, and any combination thereof. In the case where the display screen 1305 is a touch display screen, the display screen 1305 also has the ability to collect touch signals on the surface or above the surface of the display screen 1305. The touch signal is input to the processor 1301 as a control signal for processing. At this time, the display screen 1305 is also used to provide virtual buttons and / or virtual keyboards, also known as soft buttons and / or soft keyboards. In some embodiments, the display screen 1305 is one, which is set on the front panel of the terminal 1300; in other embodiments, the display screen 1305 is at least two, which are respectively set on different surfaces of the terminal 1300 or are folded; in other embodiments, the display screen 1305 is a flexible display screen, which is set on the curved surface or folded surface of the terminal 1300. Alternatively, the display screen 1305 is set to a non-rectangular irregular shape, that is, a special-shaped screen. The display screen 1305 is made of materials such as LCD (Liquid Crystal Display) and OLED (Organic Light-Emitting Diode).

[0258] The camera assembly 1306 is used to capture images or videos. In some embodiments, the camera assembly 1306 includes a front camera and a rear camera. Typically, the front camera is disposed on the front panel of the terminal, and the rear camera is disposed on the back of the terminal. In some embodiments, there are at least two rear cameras, which are any one of a main camera, a depth of field camera, a wide-angle camera, and a telephoto camera, so as to realize the fusion of the main camera and the depth of field camera to realize the background blur function, the fusion of the main camera and the wide-angle camera to realize the panoramic shooting and VR (Virtual Reality) shooting function or other fusion shooting functions. In other embodiments, the camera assembly 1306 also includes a flash. The flash is a single-color temperature flash or a dual-color temperature flash. A dual-color temperature flash refers to a combination of a warm light flash and a cold light flash, which is used for light compensation at different color temperatures.

[0259] The audio circuit 1307 includes a microphone and a speaker. The microphone is used to collect sound waves from the user and the environment, and convert the sound waves into electrical signals and input them into the processor 1301 for processing, or input them into the radio frequency circuit 1304 to achieve voice communication. For the purpose of stereo acquisition or noise reduction, there are multiple microphones, which are respectively arranged at different parts of the terminal 1300. Alternatively, the microphone is an array microphone or an omnidirectional acquisition microphone. The speaker is used to convert the electrical signal from the processor 1301 or the radio frequency circuit 1304 into sound waves. The speaker is a traditional film speaker or a piezoelectric ceramic speaker. When the speaker is a piezoelectric ceramic speaker, not only can the electrical signal be converted into sound waves audible to humans, but also the electrical signal can be converted into sound waves inaudible to humans for purposes such as ranging. In some embodiments, the audio circuit 1307 also includes a headphone jack.

[0260] The power supply 1308 is used to power various components in the terminal 1300. The power supply 1308 is an alternating current, a direct current, a disposable battery, or a rechargeable battery. In the case where the power supply 1308 includes a rechargeable battery, the rechargeable battery is a wired rechargeable battery or a wireless rechargeable battery. A wired rechargeable battery is a battery charged through a wired line, and a wireless rechargeable battery is a battery charged through a wireless coil. The rechargeable battery is also used to support fast charging technology.

[0261] Those skilled in the art will understand that Fig.13 The structure shown in the figure does not constitute a limitation on the terminal 1300, and the terminal 1300 may include more or less components than those shown in the figure, or combine some components, or adopt a different component arrangement.

[0262] In some embodiments, a computer-readable storage medium including instructions is also provided, such as a memory including instructions, and the instructions are executed by a processor of an electronic device to implement the above-mentioned work recommendation method. In other embodiments, the computer-readable storage medium is a ROM, a random access memory (RAM), a CD-ROM, a magnetic tape, a floppy disk, an optical data storage device, etc.

[0263] In some embodiments, a computer program product is also provided, including a computer program, which, when executed by a processor of an electronic device, implements the above-mentioned work recommendation method.

[0264] Those skilled in the art will readily appreciate other embodiments of the present disclosure after considering the specification and practicing the invention disclosed herein. The present disclosure is intended to cover any variations, uses or adaptations of the present disclosure that follow the general principles of the present disclosure and include common knowledge or customary techniques in the art that are not disclosed in the present disclosure. The description and examples are to be considered exemplary only, and the true scope and spirit of the present disclosure are indicated by the following claims.

[0265] It should be understood that the present disclosure is not limited to the exact structures that have been described above and shown in the drawings, and that various modifications and changes may be made without departing from the scope thereof. The scope of the present disclosure is limited only by the appended claims.

Claims

1. A method for recommending works, characterized in that: Applied to the work sharing scenario based on social platforms, the method includes: Displaying an interactive page between a first user account and a second user account; wherein the interactive page displays a target work shared by the first user account or the second user account; In response to the target work being triggered by either the first user account or the second user account in a second manner, jumping to an information flow page, the information flow page currently displaying the target work and a second work recommendation control; In response to a triggering operation on the second work recommendation control, a second work in the work recommendation list and a second prompt information are displayed on the information flow page; wherein the work recommendation list includes at least one work; the similarity between the at least one work and the target work is greater than a similarity threshold; and the second prompt information is used to prompt browsing of unbrowsed works in the work recommendation list; When the preset conditions are met, a work sharing control is displayed on the information flow page in a manner that replaces the second prompt information, and the work sharing control is used to guide the sharing of the currently browsed work to the other party of the first user account or the second user account.

2. The work recommendation method according to claim 1, characterized in that: The method further comprises: In response to the target work being triggered by either the first user account or the second user account in a first manner, displaying a virtual panel on the interactive page; wherein the virtual panel includes a first work recommendation control; In response to a triggering operation on the first work recommendation control, the work recommendation list is displayed.

3. The work recommendation method according to claim 2, characterized in that: The display of the recommended work list includes: The work recommendation list is displayed on the interactive page.

4. The work recommendation method according to claim 3, characterized in that: Displaying the work recommendation list on the interactive page includes any of the following: Displaying the at least one work on the interactive page in order of priority; The at least one work is displayed on the interactive page in a rotating display manner.

5. The work recommendation method according to claim 2, characterized in that: The method further comprises: Displaying first prompt information on the interactive page; Among them, the first prompt information is used to prompt that the work recommendation list is automatically generated by artificial intelligence.

6. The work recommendation method according to claim 2, characterized in that: The method further comprises: In response to a triggering operation on the first work recommendation control, the virtual panel is hidden.

7. The work recommendation method according to claim 2, characterized in that: The method further comprises: In response to the first work in the work recommendation list being triggered, jumping to the information flow page; Among them, the information flow page currently displays the first work and the second prompt information.

8. The work recommendation method according to claim 1, characterized in that: The method further comprises: The second work recommendation control is displayed on the information flow page in a manner that does not obstruct the target work.

9. The work recommendation method according to claim 1, characterized in that: The preset conditions include: The display time of the second prompt information reaches a preset time; or, The frequency of work switching is greater than the preset frequency.

10. The work recommendation method according to claim 1, characterized in that: The similarity between the at least one work and the target work is greater than a similarity threshold, including at least one of the following: The similarity between the at least one work and the target work in terms of subject matter is greater than a first similarity threshold; The similarity between the at least one work and the target work in terms of subject matter is greater than a second similarity threshold; The similarity between the at least one work and the target work in the background music used is greater than a third similarity threshold; The similarity between the at least one work and the target work in the virtual special effects used is greater than a fourth similarity threshold.

11. The work recommendation method according to claim 1, characterized in that: The method further comprises: In response to the first gesture operation on the information flow page, the third work in the work recommendation list is displayed on the information flow page.

12. The work recommendation method according to claim 1, characterized in that: The method further comprises: In response to a second gesture operation on the information flow page, displaying a thumbnail list on the information flow page; wherein the thumbnail list includes thumbnails of the unbrowsed works; In response to any thumbnail in the thumbnail list being selected, the work corresponding to the selected thumbnail is displayed on the information flow page.

13. The work recommendation method according to claim 12, characterized in that: Displaying a list of thumbnails on the information stream page includes: The thumbnail list is displayed at the side edge of the information flow page.

14. A work recommendation device, characterized in that: Applied to the work sharing scenario based on social platforms, the device includes: A first display module is configured to display an interactive page between a first user account and a second user account; wherein the interactive page displays a target work shared by the first user account or the second user account; The recommendation module is configured to jump to an information flow page in response to the target work being triggered by either the first user account or the second user account in a second manner; wherein the information flow page currently displays the target work and a second work recommendation control; in response to the triggering operation of the second work recommendation control, display a second work and a second prompt information in a work recommendation list on the information flow page; wherein the work recommendation list includes at least one work; the similarity between the at least one work and the target work is greater than a similarity threshold, and the second prompt information is used to prompt browsing of unbrowsed works in the work recommendation list; The second display module is configured to display a work sharing control on the information flow page in a manner that replaces the second prompt information when a preset condition is met; wherein the work sharing control is used to guide the sharing of the currently browsed work to the other party of the first user account or the second user account.

15. The work recommendation device according to claim 14, characterized in that: The recommendation module is configured as follows: In response to the target work being triggered by either the first user account or the second user account in a first manner, displaying a virtual panel on the interactive page; wherein the virtual panel includes a first work recommendation control; In response to a triggering operation on the first work recommendation control, the work recommendation list is displayed.

16. The work recommendation device according to claim 15, characterized in that: The recommendation module is configured to display the work recommendation list on the interactive page.

17. The work recommendation device according to claim 16, characterized in that: The recommendation module is configured to perform any of the following: Displaying the at least one work on the interactive page in order of priority; The at least one work is displayed on the interactive page in a rotating display manner.

18. The work recommendation device according to claim 15, characterized in that: The first display module is further configured to display first prompt information on the interactive page; Among them, the first prompt information is used to prompt that the work recommendation list is automatically generated by artificial intelligence.

19. The work recommendation device according to claim 15, characterized in that: The first display module is further configured to hide the virtual panel in response to a triggering operation on the first work recommendation control.

20. The work recommendation device according to claim 15, characterized in that: The first display module is further configured to jump to the information flow page in response to the first work in the work recommendation list being triggered; Among them, the information flow page currently displays the first work and the second prompt information; the second prompt information is used to prompt browsing of unbrowsed works in the work recommendation list.

21. The work recommendation device according to claim 14, characterized in that: The second display module is also configured to display the second work recommendation control on the information flow page in a manner that does not block the target work.

22. The work recommendation device according to claim 14, characterized in that: The preset conditions include: The display time of the second prompt information reaches a preset time; or, The frequency of work switching is greater than the preset frequency.

23. The work recommendation device according to claim 14, characterized in that: The similarity between the at least one work and the target work is greater than a similarity threshold, including at least one of the following: The similarity between the at least one work and the target work in terms of subject matter is greater than a first similarity threshold; The similarity between the at least one work and the target work in terms of subject matter is greater than a second similarity threshold; The similarity between the at least one work and the target work in the background music used is greater than a third similarity threshold; The similarity between the at least one work and the target work in the virtual special effects used is greater than a fourth similarity threshold.

24. The work recommendation device according to claim 14, characterized in that: The second display module is further configured to display a third work in the work recommendation list on the information flow page in response to a first gesture operation on the information flow page.

25. The work recommendation device according to claim 14, characterized in that: The second display module is further configured as: In response to a second gesture operation on the information flow page, displaying a thumbnail list on the information flow page; wherein the thumbnail list includes thumbnails of the unbrowsed works; In response to any thumbnail in the thumbnail list being selected, the work corresponding to the selected thumbnail is displayed on the information flow page.

26. The work recommendation device according to claim 25, characterized in that: The second display module is configured to display the thumbnail list at a side edge of the information flow page.

27. An electronic device, characterized in that: The electronic device comprises: one or more processors; a memory for storing program code executable by the processor; The processor is configured to execute the program code to implement the work recommendation method as described in any one of claims 1 to 13.

28. A computer-readable storage medium, characterized in that: When the instructions in the computer-readable storage medium are executed by a processor of an electronic device, the electronic device is enabled to execute the work recommendation method as described in any one of claims 1 to 13.

29. A computer program product, characterized in that It comprises a computer program, which, when executed by a processor of an electronic device, implements the work recommendation method as described in any one of claims 1 to 13.

Citation Information

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