Method, system, device and medium for analyzing and managing item information

Abstract

The present invention proposes an item information analysis and management method, system, device and medium, including: obtaining item information from one or more item providers, wherein the item information includes: ingredients, measurement units, usage and usage methods; setting structured data to be collected and generating configuration information based on the item information, wherein the structured data to be collected includes: usage object information, periodic usage feedback results and usage results in combination with multiple different items; obtaining corresponding data based on the configuration information, and performing multi-dimensional analysis on the obtained data to obtain item statistical analysis results; outputting the statistical analysis results to the corresponding item providers to assist in adjusting the corresponding item information; the present invention can provide standardized item information and provide reliable data support for item production, development and use.

Description

Technical Field

[0001] The present invention relates to the field of natural language processing, and in particular to an item information analysis and management method, system, device and medium. Background Art

[0002] Currently, some products, such as pharmaceuticals and foods, often undergo multiple stages of experimental development, from research and development to final product release. The variability and complexity of data generated at different stages of this process present a significant obstacle for product suppliers in evaluating their effectiveness. This data relies on manual collation and analysis, resulting in low processing efficiency. Providing accurate and standardized product data analysis solutions has become a critical issue that urgently needs to be addressed. Summary of the Invention

[0003] In view of the above problems existing in the prior art, the present invention proposes an item information analysis and management method, system, equipment and medium, which mainly solves the problems of complex and diverse data from the production to application process of existing items, low analysis and processing efficiency and low accuracy.

[0004] In order to achieve the above-mentioned and other purposes, the technical solutions adopted by the present invention are as follows.

[0005] An item information analysis and management method, comprising:

[0006] Obtaining item information from one or more item providers, wherein the item information includes: ingredients, measurement units, dosage, and usage methods;

[0007] Setting structured data to be collected based on the item information and generating configuration information, wherein the structured data to be collected includes: usage object information, periodic usage feedback results, and usage results in combination with multiple different items;

[0008] Acquire corresponding data according to the configuration information, and perform multi-dimensional analysis on the acquired data to obtain item statistical analysis results;

[0009] The statistical analysis results are output to the corresponding item provider to assist in adjusting the corresponding item information.

[0010] Optionally, the method further includes: inputting the item information into a database to construct an item standard information database;

[0011] The item standard information database is updated according to the item information adjustment result.

[0012] Optionally, the multi-dimensional analysis includes: statistics on item side effects, statistics on stage effects, and comparative statistics on effects of multiple item combinations.

[0013] Optionally, before performing multi-dimensional analysis on the acquired data, data feature information is obtained from the data acquired according to the configuration information through a text recognition model and / or an image recognition model, and the data feature information is used for the multi-dimensional analysis.

[0014] Optionally, classify / cluster the data feature information to obtain corresponding category information;

[0015] Perform statistical analysis on the category information corresponding to each dimension to obtain the statistical analysis results of each dimension.

[0016] Optionally, before setting the structured data to be collected and generating the configuration information according to the item information, the method includes: configuring an interactive interface according to the item information, and outputting a corresponding interactive interface to the item provider for setting the structured data to be collected.

[0017] Optionally, a matching interactive interface is obtained based on keywords in the item information; and / or a matching interactive interface is obtained based on a naming rule of the item information.

[0018] An item information analysis and management system, comprising:

[0019] An item information acquisition module is used to obtain item information from one or more item providers, wherein the item information includes: ingredients, measurement units, dosage and usage method;

[0020] An information configuration module, configured to set structured data to be collected based on the item information and generate configuration information, wherein the structured data to be collected includes: user object information, periodic usage feedback results, and results of combined use with multiple different items;

[0021] A data analysis module is used to obtain corresponding data according to the configuration information, and perform multi-dimensional analysis on the obtained data to obtain statistical analysis results of items;

[0022] The result feedback module is used to output the statistical analysis results to the corresponding item provider to assist in adjusting the corresponding item information.

[0023] An item information analysis and management device, comprising:

[0024] one or more processors; and

[0025] One or more machine-readable media having instructions stored thereon, when executed by the one or more processors, enable the device to execute the item information analysis and management method.

[0026] A machine-readable medium stores instructions which, when executed by one or more processors, enable a device to execute the item information analysis and management method.

[0027] As described above, the article information analysis and management method, system, device and medium of the present invention have the following beneficial effects.

[0028] It can uniformly analyze and manage item data provided by multiple item providers, provide standardized item data references for similar items, and simplify the entire closed-loop process from item research and development to application utility feedback. BRIEF DESCRIPTION OF THE DRAWINGS

[0029] Figure 1 Flowchart of an item information analysis and management method according to an embodiment of the present invention.

[0030] Figure 2 2 is a module diagram of an item information analysis and management system in one embodiment of the present invention.

[0031] Figure 3 Schematic diagram of the structure of a terminal device in one embodiment of the present invention.

[0032] Figure 4 Schematic diagram of the structure of a terminal device in another embodiment of the present invention. DETAILED DESCRIPTION

[0033] The following describes the embodiments of the present invention through specific examples. Those skilled in the art can easily understand other advantages and effects of the present invention from the content disclosed in this specification. The present invention can also be implemented or applied through other different specific embodiments. The details in this specification can also be modified or changed based on different viewpoints and applications without departing from the spirit of the present invention. It should be noted that the following embodiments and features in the embodiments can be combined with each other unless they conflict.

[0034] It should be noted that the illustrations provided in the following embodiments are merely schematic illustrations of the basic concept of the present invention. Therefore, the illustrations only show components related to the present invention and are not drawn according to the number, shape, and size of components in actual implementation. In actual implementation, the type, quantity, and proportion of each component may be changed arbitrarily, and the component layout may also be more complex.

[0035] See also Figure 1 The present invention provides an item information analysis and management method, comprising the following steps:

[0036] Step S01: Obtain item information from one or more item providers, wherein the item information includes: ingredients, measurement units, dosage, and usage method;

[0037] In one embodiment, taking the information analysis and management of the drug production trial process as an example, one or more drug providers enter the information of newly developed drugs into the server through a unified interactive interface. Alternatively, drug information can be entered into the server through text import methods such as Word text and Excel text, or drug information of the same sequence can be imported into the server through batch text import. Furthermore, information such as drug composition, measurement unit, administration method, and dosage recommendation can be extracted from the uploaded text data. Optionally, item information can also be entered through online manual entry.

[0038] In one embodiment, the server can extract keywords from uploaded item information. For example, a naming convention can be preset for uploaded text, requiring the name to include information such as the drug name or drug category. The drug name or category information is used as a keyword and matched against system-preset keywords. The system-preset keywords can be included in a word set consisting of multiple synonyms, and each keyword in the word set can be associated with an interactive interface. Keyword similarity comparison can be performed to obtain keywords that meet a similarity threshold, and the matching results are output. If the keywords in the item information are successfully matched, the matching interactive interface is output to the item provider.

[0039] In one embodiment, the server provides multiple data entry interfaces. Item providers can connect to these interfaces using handheld mobile terminals to authenticate themselves, obtain web links, and enter information. Alternatively, each item provider can be provided with an information entry terminal, which can be used to upload item information and access interactive interfaces to perform interactive tasks.

[0040] In one embodiment, the information entry terminal may also be a portable terminal, which obtains drug information from the data system of the item provider by scanning a code or the like.

[0041] In one embodiment, the server can enter the acquired item information into a database, which serves as a standard information library for the item. Users can access the server through a terminal to obtain information from the standard information library, thereby obtaining information such as item usage and usage methods. Optionally, when a user accesses the server to query a specific item category, the server can also generate entries based on the standard information library and proactively push these entries to the user's interactive interface, providing a reference for the user's item selection.

[0042] Step S02 : setting structured data to be collected based on the item information and generating configuration information, wherein the structured data to be collected includes: usage object information, periodic usage feedback results, and usage results in combination with multiple different items.

[0043] In one embodiment, after the server outputs a matching interactive interface based on the item information, the corresponding item provider can further set structured data to be collected in the interactive interface. Taking medicine as an example, medicines generally include the new drug development stage, the phase I clinical trial stage, the phase II clinical trial stage, etc. In view of the differences in feedback data requirements at different stages, the item provider can set the corresponding required data through the interactive interface. For example, the subjects of the phase I clinical trial are usually healthy individuals, and it is necessary to collect side effect feedback from healthy individuals after using the drug for a period of time to determine the dosage range that the individual can tolerate. The phase II clinical trial can be targeted at patients, and blood tests, urine tests, etc. can be performed on specific diseases to obtain the results of the drug efficacy evaluation for the disease. Furthermore, configuration information is generated based on the information set by the drug provider. Among them, the configuration information may include electronic questionnaires, etc.

[0044] Step S03: Obtain corresponding data according to the configuration information, and perform multi-dimensional analysis on the obtained data to obtain item statistical analysis results.

[0045] In one embodiment, the server records data during item usage based on the configuration information provided by the item provider. For example, for medications, this data can include a patient's medication dosage, multiple post-medication diagnostic records, and patient examination records after combining a particular medication with other medications. The specific data collected can be configured based on the item's application needs and is not limited here.

[0046] Collected item usage data can include text and image data. Pre-trained text and image recognition models can be used to extract features from the collected data and obtain key feature information. The text recognition model can utilize an Optical Character Recognition (OCR) model. During training, keywords are pre-labeled in samples and then fed into the OCR model. The OCR model training process is well known to those skilled in the art and will not be detailed here.

[0047] In one embodiment, after obtaining the characteristic information in the collected data, the characteristic information can be further classified or clustered to obtain multiple category information. Statistical analysis of multiple dimensions is performed on the category information, and the multi-dimensional analysis includes: statistics on side effects of items, statistics on stage effects, and comparative statistics on the effects of multiple item combinations. Among them, the category information corresponding to each dimension can be pre-set, and one dimension can correspond to multiple category information. For example, for drug efficacy statistics, the characteristic category information corresponding to the drug dosage, patient blood test results, patient symptoms, etc. can be counted separately. Adverse symptoms are counted, and suggestions for drug use or improvement that match the adverse symptoms are output. Optionally, the statistical results of the category information can be output to a designated expert group, and the expert group will give reasonable opinions or suggestions. The specific dimensions can be set according to the configuration information corresponding to the item provider.

[0048] Step S04: Outputting the statistical analysis results to the corresponding item provider to assist in adjusting the corresponding item information.

[0049] In one embodiment, after multi-dimensional analysis, statistical analysis results are obtained for the items. The server outputs these results to the item provider via an interactive interface for visual display. The item provider can adjust the item information based on these results. For example, if the statistical results show that patients commonly experience a certain adverse reaction after using drug A at dose A, this could be due to excessive drug dosage or a specific drug ingredient causing the adverse reaction. The drug provider can adjust the drug ingredient or dosage, re-enter the data on the server, and verify the effectiveness of the adjusted drug.

[0050] In one embodiment, each time an item provider adjusts item information, the adjustment results can be used to update the item standard information database. This process can be recorded so that when developing other similar items, the provider can refer to the recorded data in the item standard information database, summarize experience, and improve efficiency.

[0051] See also Figure 2 This embodiment provides an item information analysis and management system for executing the item information analysis and management method described in the aforementioned method embodiment. Because the technical principles of the system embodiment are similar to those of the aforementioned method embodiment, the same technical details will not be repeated here.

[0052] In one embodiment, the item information analysis and management system includes:

[0053] The item information acquisition module 10 is used to obtain item information from one or more item providers, wherein the item information includes: ingredients, measurement units, dosage and usage method;

[0054] An information configuration module 11 is configured to set structured data to be collected based on the item information and generate configuration information, wherein the structured data to be collected includes: user object information, periodic usage feedback results, and results of combined use with multiple different items;

[0055] The data analysis module 12 is used to obtain corresponding data according to the configuration information, and perform multi-dimensional analysis on the obtained data to obtain statistical analysis results of items;

[0056] The result feedback module 13 is used to output the statistical analysis results to the corresponding item provider to assist in adjusting the corresponding item information.

[0057] The item information acquisition module 10 is used to assist in executing step S01 described in the aforementioned method embodiment; the information configuration module 11 is used to execute step S02 described in the aforementioned method embodiment; the data analysis module 12 is used to execute step S03 described in the aforementioned method embodiment; and the result feedback module 13 is used to execute step S04 described in the aforementioned method embodiment.

[0058] The embodiment of the present application also provides an item information analysis and management device, which may include: one or more processors; and one or more machine-readable media having instructions stored thereon, which, when executed by the one or more processors, enable the device to perform Figure 1 In practical applications, the device can be used as a terminal device or as a server. Examples of terminal devices may include: smartphones, tablet computers, e-book readers, MP3 (Moving Picture Experts Group Audio Layer III) players, MP4 (Moving Picture Experts Group Audio Layer IV) players, laptop computers, car computers, desktop computers, set-top boxes, smart TVs, wearable devices, etc. The embodiments of this application do not limit the specific devices.

[0059] The present application also provides a non-volatile readable storage medium, which stores one or more modules (programs). When the one or more modules are applied to a device, the device can execute the embodiment of the present application. Figure 1 Instructions for the steps included in the item information analysis and management method.

[0060] Figure 3 A schematic diagram of the hardware structure of a terminal device provided in one embodiment of the present application. As shown in the figure, the terminal device may include: an input device 1100, a first processor 1101, an output device 1102, a first memory 1103, and at least one communication bus 1104. Communication bus 1104 is used to achieve communication connections between components. First memory 1103 may include high-speed RAM memory, and may also include non-volatile storage NVM, such as at least one disk storage device. Various programs can be stored in first memory 1103 to perform various processing functions and implement the method steps of this embodiment.

[0061] Optionally, the first processor 1101 may be implemented as, for example, a central processing unit (CPU), an application-specific integrated circuit (ASIC), a digital signal processor (DSP), a digital signal processing device (DSPD), a programmable logic device (PLD), a field programmable gate array (FPGA), a controller, a microcontroller, a microprocessor or other electronic components, and the processor 1101 is coupled to the input device 1100 and the output device 1102 via a wired or wireless connection.

[0062] Optionally, the input device 1100 may include multiple input devices, such as at least one of a user interface for a user, a device interface for a device, a software programmable interface, a camera, and a sensor. Optionally, the device interface for a device may be a wired interface for data transmission between devices, or a hardware plug-in interface for data transmission between devices (such as a USB interface, a serial port, etc.); optionally, the user interface for a user may be, for example, a user-oriented control button, a voice input device for receiving voice input, and a touch sensing device for receiving user touch input (such as a touch screen or touchpad with touch sensing function); optionally, the software programmable interface may be, for example, an entry for a user to edit or modify a program, such as an input pin interface or input interface of a chip; the output device 1102 may include output devices such as a display and a speaker.

[0063] In this embodiment, the processor of the terminal device includes functions for executing each module of the voice recognition device in each device. The specific functions and technical effects can be referred to the above embodiments and will not be repeated here.

[0064] Figure 4 A schematic diagram of the hardware structure of a terminal device provided for another embodiment of the present application. Figure 4 Yes Figure 3 A specific embodiment in the implementation process. As shown in the figure, the terminal device of this embodiment may include a second processor 1201 and a second memory 1202.

[0065] The second processor 1201 executes the computer program code stored in the second memory 1202 to implement the above embodiment. Figure 1 The method.

[0066] The second memory 1202 is configured to store various types of data to support operations on the terminal device. Examples of such data include instructions for any application or method operating on the terminal device, such as messages, images, videos, etc. The second memory 1202 may include random access memory (RAM) and may also include non-volatile memory (non-volatile memory), such as at least one disk storage device.

[0067] Optionally, the second processor 1201 is provided in the processing component 1200. The terminal device may further include: a communication component 1203, a power component 1204, a multimedia component 1205, an audio component 1206, an input / output interface 1207, and / or a sensor component 1208. The specific components included in the terminal device are set according to actual needs and are not limited in this embodiment.

[0068] The processing component 1200 generally controls the overall operation of the terminal device. The processing component 1200 may include one or more second processors 1201 to execute instructions to complete the above Figure 1 In addition, the processing component 1200 may include one or more modules to facilitate interaction between the processing component 1200 and other components. For example, the processing component 1200 may include a multimedia module to facilitate interaction between the multimedia component 1205 and the processing component 1200.

[0069] The power supply component 1204 provides power to various components of the terminal device. The power supply component 1204 may include a power management system, one or more power supplies, and other components associated with generating, managing, and distributing power to the terminal device.

[0070] The multimedia component 1205 includes a display screen that provides an output interface between the terminal device and the user. In some embodiments, the display screen may include a liquid crystal display (LCD) and a touch panel (TP). If the display screen includes a touch panel, the display screen may be implemented as a touch screen to receive input signals from the user. The touch panel includes one or more touch sensors to sense touch, slide, and gestures on the touch panel. The touch sensor can not only sense the boundaries of a touch or slide action, but also detect the duration and pressure associated with the touch or slide operation.

[0071] The audio component 1206 is configured to output and / or input voice signals. For example, the audio component 1206 includes a microphone (MIC), which is configured to receive external voice signals when the terminal device is in an operating mode, such as a voice recognition mode. The received voice signals can be further stored in the second memory 1202 or transmitted via the communication component 1203. In some embodiments, the audio component 1206 also includes a speaker for outputting voice signals.

[0072] The input / output interface 1207 provides an interface between the processing component 1200 and peripheral interface modules, which may be click wheels, buttons, etc. These buttons may include but are not limited to: volume buttons, start buttons, and lock buttons.

[0073] Sensor component 1208 includes one or more sensors for providing various status assessments for the terminal device. For example, sensor component 1208 can detect the open / closed state of the terminal device, the relative positioning of components, and the presence or absence of user contact with the terminal device. Sensor component 1208 may include a proximity sensor configured to detect the presence of nearby objects without any physical contact, including detecting the distance between the user and the terminal device. In some embodiments, sensor component 1208 may also include a camera, etc.

[0074] The communication component 1203 is configured to facilitate wired or wireless communication between the terminal device and other devices. The terminal device can access a wireless network based on a communication standard, such as WiFi, 2G or 3G, or a combination thereof. In one embodiment, the terminal device may include a SIM card slot for inserting a SIM card, allowing the terminal device to log into a GPRS network and establish communication with a server via the Internet.

[0075] From the above, we can see that Figure 4 The communication component 1203, audio component 1206, input / output interface 1207, and sensor component 1208 involved in the embodiment can all be used as Figure 3 Implementation of the input device in the embodiment.

[0076] In summary, the present invention's method, system, device, and medium for item information analysis and management can provide accurate and reliable data references for the item R&D process, improving data processing efficiency; reducing manual intervention and saving labor costs; and establishing a standard information library to provide standardized data records, enabling data sharing among multiple item providers and reducing R&D costs by integrating their experience. Therefore, the present invention effectively overcomes the shortcomings of existing technologies and possesses high industrial value.

[0077] The above embodiments are merely illustrative of the principles and effects of the present invention and are not intended to limit the present invention. Anyone skilled in the art may modify or alter the above embodiments without departing from the spirit and scope of the present invention. Therefore, all equivalent modifications or alterations made by one of ordinary skill in the art without departing from the spirit and technical principles disclosed herein are intended to be covered by the claims of the present invention.

Claims

1. A method for analyzing and managing item information, characterized in that: include: Obtaining item information from one or more item providers, wherein the item information includes ingredients, measurement units, dosage, and usage; inputting the item information into a database to construct an item standard information library; and updating the item standard information library based on the item information adjustment results; wherein the item is a pharmaceutical; Before setting structured data to be collected and generating configuration information based on the item information, the method includes: configuring an interactive interface based on the item information, obtaining a matching interactive interface based on keywords in the item information; and / or obtaining a matching interactive interface based on a naming rule of the item information, and outputting the corresponding interactive interface to the item provider for setting structured data to be collected; setting structured data to be collected based on the item information and generating configuration information, wherein the structured data to be collected includes: user object information, periodic usage feedback results, and results of combined use with multiple different items; and according to differences in feedback data requirements at different stages, the item provider sets corresponding required data through the interactive interface; Obtain corresponding data based on the configuration information, and perform multi-dimensional analysis on the acquired data to obtain item statistical analysis results; the multi-dimensional analysis includes: item side effect statistics, stage effect statistics, and multi-item combination effect comparison statistics; The statistical analysis results are output to the corresponding item provider to assist in adjusting the corresponding item information.

2. The article information analysis and management method according to claim 1, characterized in that: Before performing multi-dimensional analysis on the acquired data, data feature information is obtained from the data acquired according to the configuration information through a text recognition model and / or an image recognition model, and the data feature information is used for the multi-dimensional analysis.

3. The article information analysis and management method according to claim 2, characterized in that: Classifying / clustering the data feature information to obtain corresponding category information; Perform statistical analysis on the category information corresponding to each dimension to obtain the statistical analysis results of each dimension.

4. An item information analysis and management system, characterized in that: include: An item information acquisition module is configured to acquire item information from one or more item providers, wherein the item information includes ingredients, measurement units, dosage, and usage methods; input the item information into a database to construct an item standard information library; and update the item standard information library based on item information adjustment results; wherein the item is a medicine; An information configuration module, configured to set structured data to be collected based on the item information and generate configuration information, includes: configuring an interactive interface based on the item information, obtaining a matching interactive interface based on keywords in the item information; and / or obtaining a matching interactive interface based on a naming rule of the item information, and outputting the corresponding interactive interface to the item provider for setting the structured data to be collected; setting the structured data to be collected based on the item information and generating the configuration information, wherein the structured data to be collected includes: user object information, periodic usage feedback results, and results of combined use with multiple different items; and the item provider setting corresponding required data through the interactive interface based on differences in feedback data requirements at different stages; A data analysis module is used to obtain corresponding data based on the configuration information and perform multi-dimensional analysis on the obtained data to obtain statistical analysis results of items; the multi-dimensional analysis includes: statistics on item side effects, statistics on stage effects, and comparative statistics on the effects of multiple item combinations; The result feedback module is used to output the statistical analysis results to the corresponding item provider to assist in adjusting the corresponding item information.

5. An item information analysis and management device, characterized in that: include: one or more processors; and One or more machine-readable media having instructions stored thereon, when executed by the one or more processors, cause the device to perform the method according to any one of claims 1-3.

6. A machine-readable medium, characterized in that Instructions are stored thereon, which, when executed by one or more processors, cause the device to perform the method according to any one of claims 1 to 3.

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