WO2019000697A1 - Procédé, système, serveur de recherche d'informations, et support de stockage lisible - Google Patents

Procédé, système, serveur de recherche d'informations, et support de stockage lisible Download PDF

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Publication number
WO2019000697A1
WO2019000697A1 PCT/CN2017/105016 CN2017105016W WO2019000697A1 WO 2019000697 A1 WO2019000697 A1 WO 2019000697A1 CN 2017105016 W CN2017105016 W CN 2017105016W WO 2019000697 A1 WO2019000697 A1 WO 2019000697A1
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WIPO (PCT)
Prior art keywords
information
retrieved
content
query
query result
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PCT/CN2017/105016
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English (en)
Chinese (zh)
Inventor
韦邕
赵清源
吕梓燊
徐亮
肖京
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平安科技（深圳）有限公司
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Publication of WO2019000697A1 publication Critical patent/WO2019000697A1/fr

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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24—Querying
    • G06F16/245—Query processing
    • G06F16/2455—Query execution
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24—Querying
    • G06F16/245—Query processing
    • G06F16/2452—Query translation
    • G06F16/24528—Standardisation; Simplification
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24—Querying
    • G06F16/248—Presentation of query results

Definitions

  • the present invention relates to the field of computer technologies, and in particular, to an information retrieval method, system, server, and readable storage medium.
  • the main object of the present invention is to provide an information retrieval method, system, server and readable storage medium, aiming at improving the versatility of the information retrieval system.
  • a first aspect of the present application provides a retrieval server, where the retrieval server includes a storage device and a processing device, and the storage device stores an information retrieval system operable on the processing device, the information The following steps are implemented when the retrieval system is executed by the processing device:
  • the second aspect of the present application provides an information retrieval method, which is applied to a retrieval server, and the method includes:
  • the content to be retrieved in the to-be-searched information is obtained according to the information to be retrieved, and the search result is obtained in a predetermined database according to the parsed content to be retrieved, and the query result is obtained.
  • the third aspect of the present application provides an information retrieval system, where the information retrieval system includes:
  • a conversion module configured to convert the content to be retrieved into information to be retrieved in a preset information format after receiving the content to be retrieved;
  • a query module configured to obtain, according to the information to be retrieved, the content to be retrieved in the to-be-searched information, perform a search in a predetermined database according to the parsed content to be retrieved, and obtain the query result, and convert the query result Query information for the preset information format;
  • an output module configured to parse the query result according to the query information, and sort and output the query result.
  • a fourth aspect of the present application provides a computer readable storage medium having stored thereon at least one computer readable instruction executable by a processing device to:
  • the information retrieval method, system, server and readable storage medium convert the content to be retrieved into the information to be retrieved in a preset information format after receiving the content to be retrieved; when the database query is performed, according to the preset information format
  • the information to be retrieved is parsed to obtain the content to be retrieved, and the query is obtained in the database to obtain the query result, and the query result is converted into the query information of the preset information format; when the result is output, the query is obtained by parsing the query information.
  • the result is to sort and output the search results.
  • FIG. 1 is a schematic diagram of an operating environment of a preferred embodiment of an information retrieval system 10 of the present invention
  • FIG. 2 is a schematic diagram of functional modules of an embodiment of an information retrieval system according to the present invention.
  • FIG. 3 is a schematic diagram of functional modules of another embodiment of an information retrieval system according to the present invention.
  • FIG. 4 is a schematic flow chart of an embodiment of an information retrieval method according to the present invention.
  • FIG. 5 is a schematic flow chart of another embodiment of an information retrieval method according to the present invention.
  • FIG. 1 is a schematic diagram of an operating environment of a preferred embodiment of the information retrieval system 10 of the present invention.
  • the information retrieval system 10 is installed and operated in the retrieval server 1.
  • the retrieval server 1 may include, but is not limited to, a storage device 11, a processing device 12.
  • Figure 1 shows only the retrieval server 1 with components 11, 12, but it should be understood that not all illustrated components may be implemented, and more or fewer components may be implemented instead.
  • the storage device 11 may in some embodiments be an internal storage unit of the retrieval server 1, such as a hard disk or memory of the retrieval server 1.
  • the storage device 11 may also be an external storage device of the retrieval server 1 in other embodiments, such as a plug-in hard disk equipped on the retrieval server 1, a smart memory card (SMC), and security. Digital (Secure Digital, SD) card, flash card (Flash Card), etc.
  • the storage device 11 may also include both an internal storage unit of the retrieval server 1 and an external storage device.
  • the storage device 11 is configured to store application software and various types of data installed in the search server 1, such as program codes of the information retrieval system 10, and the like.
  • the storage device 11 can also be used to temporarily store data that has been output or is about to be output.
  • the processing device 12 may be a central processing unit (CPU), a microprocessor or other data processing chip for running program code or processing data stored in the storage device 11, in some embodiments, For example, the information retrieval system 10 and the like are executed.
  • CPU central processing unit
  • microprocessor or other data processing chip for running program code or processing data stored in the storage device 11, in some embodiments, For example, the information retrieval system 10 and the like are executed.
  • the search server 1 may further include a display, which in some embodiments may be an LED display, a liquid crystal display, a touch liquid crystal display, and an OLED (Organic Light-Emitting Diode). ) Toucher, etc.
  • the display is for displaying information processed in the search server 1 and a user interface for displaying visualization, such as an interface for the user to input the content to be retrieved, an interface for displaying the query result after the retrieval is completed, and the like.
  • the storage device 11, the processing device 12 of the retrieval server 1 and the display communicate with each other through a system bus.
  • FIG. 2 is a functional block diagram of an embodiment of the information retrieval system 10 of the present invention.
  • the information retrieval system 10 may be divided into one or more modules, the one or more modules being stored in the storage device 11 and being processed by one or more processing devices (this Embodiments are performed by the processing device 12) to complete the present invention.
  • the information retrieval system 10 can be divided into a conversion module 01, a query module 02, and an output module 03.
  • a module referred to in the present invention refers to a series of computer program instruction segments capable of performing a specific function, and is more suitable than the program to describe the execution process of the information retrieval system 10 in the retrieval server 1. The following description will specifically describe the functions of the conversion module 01, the query module 02, and the output module 03.
  • the conversion module 01 is configured to convert the content to be retrieved into the information to be retrieved in a preset information format after receiving the content to be retrieved.
  • Receiving input content of the user, and parsing the input content to obtain content to be retrieved such as receiving input content (including but not limited to voice, text, picture, etc.) sent by the user through a browser, an APP client, etc., and parsing the input
  • the content to be retrieved in the content is such as a search keyword, a phrase, and the like.
  • the content to be retrieved is converted into the information to be retrieved in a preset information format, and the information to be retrieved in the converted preset information format is output to the next step of the search.
  • the preset information format may be a pre-determined format for facilitating information flow transmission and parsing, and may define a type of information included in the preset information format.
  • the information of the preset information format may include main content of the information. It may also contain an identification code and may even include user information and the like.
  • the information to be retrieved in the preset information format may include the main to-be-searched content corresponding to the information to be retrieved, such as a search keyword, a phrase, and the like, and may further include an identifier corresponding to the main content to be retrieved, so as to be subsequently
  • the identification code identifies the search result corresponding to the main content to be retrieved
  • the information to be retrieved in the preset information format may further include user information corresponding to the main content to be retrieved, that is, input user information of the main content to be retrieved, so as to be followed.
  • the search result corresponding to the main content to be retrieved is associated with the user.
  • the query module 02 is configured to obtain the content to be retrieved in the to-be-searched information according to the to-be-searched information, and perform a search in a predetermined database according to the parsed content to be retrieved, and obtain the query result, and the query result is obtained.
  • the query information is converted into the preset information format.
  • the information to be retrieved in the preset information format is first parsed, and the content to be retrieved in the to-be-searched information may be parsed according to a predetermined parsing manner, and then the content to be retrieved is determined according to the parsed content.
  • the query is performed in the database to obtain the query result.
  • the predetermined database may be a local database or a remote database connected through a network, which is not limited herein.
  • the query result is converted into the query information of the preset information format, and the information to be queried in the converted preset information format is output to the next searched Links, such as the process of further processing the query results or directly displaying the results of the output of the query results.
  • the format of the query information is the same as the format of the information to be retrieved, and all are predetermined information formats.
  • the output module 03 is configured to parse the query result according to the query information, and sort and output the query result.
  • the query information of the preset information format may be parsed according to a predetermined parsing manner, and the content of the query information, that is, the query result, may be obtained, and the query result may be sorted and outputted for the user. View the final search query results and complete the search process.
  • the embodiment After receiving the content to be retrieved, the embodiment converts the content to be retrieved into the information to be retrieved in a preset information format; when performing the database query, the content to be retrieved is parsed according to the information to be retrieved in the preset information format, and is performed in the database.
  • the search result is obtained, and the query result is converted into the query information of the preset information format; when the result is output, the query result is obtained by parsing the query information to perform sorting and outputting of the search result.
  • the preset information format is a triplet format, and the information of the preset information format includes an identification code of the information, information content data, and weight data corresponding to the information.
  • the preset information format for information transfer between each link in the information retrieval process is set to a form of a triplet (id, info, score) in consideration of the actual project application and versatility requirements, wherein id
  • info is the main information content, which can be in multiple formats
  • score is the weight corresponding to the information.
  • Each link such as the input and transmission of information in the search information input, query, output, etc., adopts this format.
  • the two parts of info and score can be processed correspondingly, and then packaged into this.
  • the formatted information group passes the link and enters the next link until the final output of the search query result completes the search process.
  • the foregoing query module 02 can also be used to:
  • the identifier code in the query information is a preset identifier of the content to be retrieved a code
  • the information content data in the query information is location information of the content to be retrieved in a predetermined database
  • the weight data in the query information is that the content to be retrieved is in a predetermined database.
  • the above output module 03 can also be used to:
  • the conversion module 01 converts the input into a preset information format, ie, a triple (1, "flat”
  • the information to be retrieved by An 0
  • the search module 02 the content to be retrieved in the information to be retrieved in the preset information format is first parsed as "Ping”, and then the search module 02, all the article numbers containing "Peace" are found in the database.
  • the query information of the preset information format transmitted by the search module 02 is the information group (1, “1#4#7", “3#1 #2"), where the second part “1#4#7” indicates that the articles numbered 1, 4, and 7 contain “safe”, and "3#1#2” indicates that the three articles contain three, respectively.
  • the output module 03 parses the query result according to the query information of the preset information format (1, “1#4#7”, “3#1#2”), first according to “1#4#” 7" find the corresponding article, and then sort according to "3#1#2", and then present the first article, the seventh article and the fourth article to the user, and complete the process of information retrieval.
  • another embodiment of the present invention provides an information retrieval system. Based on the foregoing embodiments, the method further includes:
  • the processing module 04 is configured to process the original search information by using a preset natural language processing manner after receiving the original search information sent by the user, and extract the content to be retrieved in the original search information.
  • the original search information after receiving the original search information sent by the user, the original search information may be subjected to Chinese natural language processing such as word cutting, central word extraction, professional vocabulary extraction, matching, recall, knowledge map, and named entity recognition.
  • Chinese natural language processing such as word cutting, central word extraction, professional vocabulary extraction, matching, recall, knowledge map, and named entity recognition.
  • the output module 03 may be further configured to:
  • the history of the search records matches the results of the query.
  • the user identity data such as the ID number, the job number, the mobile phone number, and the like may also be included in the transmission of the triplet information.
  • the The user identity data obtains the historical search record of the user, such as the local history retrieval record of the user or the historical retrieval record on multiple associated servers, browsers, and the Internet. Matching the parsed result with the historical search record of the user, and sorting and outputting the query result that matches the historical search record of the user, thereby implementing personalized recommendation according to the user's personal information and usage history. retrieve content to enhance the user experience.
  • the invention further provides an information retrieval method.
  • FIG. 4 is a schematic flowchart of an embodiment of an information retrieval method according to an embodiment of the present invention.
  • the information retrieval method comprises:
  • Step S10 After receiving the content to be retrieved, converting the content to be retrieved into information to be retrieved in a preset information format;
  • Receiving input content of the user, and parsing the input content to obtain content to be retrieved such as receiving input content (including but not limited to voice and text) sent by the user through a browser, an APP client, or the like Words, pictures, etc.), and parsing the content to be retrieved in the input content such as search keywords, phrases, and the like.
  • the content to be retrieved is converted into the information to be retrieved in a preset information format, and the information to be retrieved in the converted preset information format is output to the next step of the search.
  • the preset information format may be a pre-determined format for facilitating information flow transmission and parsing, and may define a type of information included in the preset information format.
  • the information of the preset information format may include main content of the information. It may also contain an identification code and may even include user information and the like.
  • the information to be retrieved in the preset information format may include the main to-be-searched content corresponding to the information to be retrieved, such as a search keyword, a phrase, and the like, and may further include an identifier corresponding to the main content to be retrieved, so as to be subsequently
  • the identification code identifies the search result corresponding to the main content to be retrieved
  • the information to be retrieved in the preset information format may further include user information corresponding to the main content to be retrieved, that is, input user information of the main content to be retrieved, so as to be followed.
  • the search result corresponding to the main content to be retrieved is associated with the user.
  • Step S20 parsing and acquiring the to-be-searched content in the to-be-retrieved information according to the to-be-searched information, performing a search in a predetermined database according to the parsed content to be retrieved, and obtaining the query result, and converting the query result into a Query information of a preset information format;
  • the information to be retrieved in the preset information format is first parsed, and the content to be retrieved in the to-be-searched information may be parsed according to a predetermined parsing manner, and then the content to be retrieved is determined according to the parsed content.
  • the query is performed in the database to obtain the query result.
  • the predetermined database may be a local database or a remote database connected through a network, which is not limited herein.
  • the query result is converted into the query information of the preset information format, and the information to be queried in the converted preset information format is output to the next searched Links, such as the process of further processing the query results or directly displaying the results of the output of the query results.
  • the format of the query information is the same as the format of the information to be retrieved, and all are predetermined information formats.
  • Step S30 Acquire a query result according to the query information, and sort and output the query result.
  • the query information of the preset information format may be parsed according to a predetermined parsing manner, and the content of the query information, that is, the query result, may be obtained, and the query result may be sorted and outputted for the user. View the final search query results and complete the search process.
  • the embodiment After receiving the content to be retrieved, the embodiment converts the content to be retrieved into a preset information format. Retrieving information; performing a database query, parsing the content to be retrieved according to the information to be retrieved in a preset information format, performing a search in the database to obtain a query result, and converting the query result into the query information of the preset information format; When the result is output, the query result is obtained by parsing the query information to sort and output the search result.
  • the preset information format is a triplet format, and the information of the preset information format includes an identification code of the information, information content data, and weight data corresponding to the information.
  • the preset information format for information transfer between each link in the information retrieval process is set to a form of a triplet (id, info, score) in consideration of the actual project application and versatility requirements, wherein id
  • info is the main information content, which can be in multiple formats
  • score is the weight corresponding to the information.
  • Each link such as the input and transmission of information in the search information input, query, output, etc., adopts this format.
  • the two parts of info and score can be processed correspondingly, and then packaged into this.
  • the formatted information group passes the link and enters the next link until the final output of the search query result completes the search process.
  • step S20 may further include:
  • the identifier code in the query information is a preset identifier of the content to be retrieved a code
  • the information content data in the query information is location information of the content to be retrieved in a predetermined database
  • the weight data in the query information is that the content to be retrieved is in a predetermined database.
  • step S30 may further include:
  • the conversion module 01 converts the input into a preset information format, that is, a triplet (1, "Ping", 0) to be retrieved information, and then passes the lookup module 02 for searching.
  • the search module 02 the content to be retrieved in the information to be retrieved in the preset information format is first parsed as “Ping”, and then the search module 02 finds all the article numbers containing “Peace” in the database, and by matching,
  • the query information of the preset information format sent by the search module 02 is an information group (1, "1#4#7", "3#1#2"),
  • the second part "1#4#7” indicates that the articles numbered 1, 4, and 7 contain "safe", while the "3#1#2" indicates that the three articles contain three, one, and two respectively.
  • the output module 03 parses the query result according to the query information of the preset information format (1, "1#4#7", "3#1#2"), first finds the corresponding article according to "1#4#7", and then according to "3#1#2" is sorted, and the user first presents the first article, the seventh article and the fourth article, and completes the process of information retrieval.
  • another embodiment of the present invention provides an information retrieval method.
  • the method further includes:
  • Step S40 After receiving the original search information sent by the user, the original search information is processed by using a preset natural language processing manner, and the content to be retrieved in the original search information is extracted.
  • the original search information after receiving the original search information sent by the user, the original search information may be subjected to Chinese natural language processing such as word cutting, central word extraction, professional vocabulary extraction, matching, recall, knowledge map, and named entity recognition.
  • Chinese natural language processing such as word cutting, central word extraction, professional vocabulary extraction, matching, recall, knowledge map, and named entity recognition.
  • step S30 may further include:
  • the history of the search records matches the results of the query.
  • the user identity data such as the ID number, the job number, the mobile phone number, and the like may also be included in the transmission of the triplet information.
  • the The user identity data obtains the historical search record of the user, such as the local history retrieval record of the user or the historical retrieval record on multiple associated servers, browsers, and the Internet. Matching the parsed result with the historical search record of the user, and sorting and outputting the query result that matches the historical search record of the user, thereby implementing personalized recommendation according to the user's personal information and usage history. retrieve content to enhance the user experience.
  • the present invention also provides a computer readable storage medium storing an information retrieval system, the information retrieval system being executable by at least one processing device to cause the at least one processing device to perform
  • the steps of the information retrieval method in the above embodiment, the specific implementation processes of the steps S10, S20, and S30 of the information retrieval method are as described above, and are not described herein again.
  • the foregoing embodiment method can be implemented by means of software plus a necessary general hardware platform, and can also be implemented by hardware, but in many cases, the former is A better implementation.
  • the technical solution of the present invention which is essential or contributes to the prior art, may be embodied in the form of a software product stored in a storage medium (such as ROM/RAM, disk,
  • the optical disc includes a number of instructions for causing a terminal device (which may be a cell phone, a computer, a server, an air conditioner, or a network device, etc.) to perform the methods described in various embodiments of the present invention.

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  • Computational Linguistics (AREA)
  • Data Mining & Analysis (AREA)
  • Databases & Information Systems (AREA)
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Abstract

La présente invention concerne un procédé, un système et un serveur de recherche d'informations, ainsi qu'un support de stockage lisible. Le procédé consiste : lors de la réception d'un contenu de recherche, à convertir le contenu de recherche en informations de recherche dans un format d'informations prédéterminé (S10); à effectuer, selon les informations de recherche, une analyse pour obtenir le contenu de recherche dans les informations de recherche, à effectuer, selon le contenu de recherche obtenu par analyse, une interrogation dans une base de données prédéterminée pour obtenir un résultat d'interrogation, et à convertir le résultat d'interrogation en informations d'interrogation dans le format d'informations prédéterminé (S20); et à effectuer, selon les informations d'interrogation, une analyse pour obtenir un résultat d'interrogation, et à trier et à délivrer en sortie le résultat d'interrogation (S30). Le procédé améliore l'universalité.
PCT/CN2017/105016 2017-06-25 2017-09-30 Procédé, système, serveur de recherche d'informations, et support de stockage lisible WO2019000697A1 (fr)

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CN109325093A (zh) * 2018-08-24 2019-02-12 深圳职业技术学院 参考文献自动生成方法、装置及计算机可读取存储介质
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