WO2018177415A1 - Search result recommending method and device, search engine, electronic device and medium - Google Patents
Search result recommending method and device, search engine, electronic device and medium Download PDFInfo
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- WO2018177415A1 WO2018177415A1 PCT/CN2018/081349 CN2018081349W WO2018177415A1 WO 2018177415 A1 WO2018177415 A1 WO 2018177415A1 CN 2018081349 W CN2018081349 W CN 2018081349W WO 2018177415 A1 WO2018177415 A1 WO 2018177415A1
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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
- G06F16/30—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
- G06F16/33—Querying
- G06F16/3331—Query processing
- G06F16/3332—Query translation
- G06F16/3338—Query expansion
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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
- G06F16/30—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
- G06F16/33—Querying
- G06F16/335—Filtering based on additional data, e.g. user or group profiles
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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
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/953—Querying, e.g. by the use of web search engines
- G06F16/9535—Search customisation based on user profiles and personalisation
Definitions
- the present invention relates to the field of search engine search, and more particularly to a search result recommendation method, device, search engine, and electronic device and storage medium.
- the current search engine as a tool for users to search for connected information does not support recommending self-media news for the user's query words in the search results when recommending search results, and there is limited news content and slow update rate recommended to the user. Problems that affect the user experience.
- a search result recommendation method comprising the following steps:
- the identifying whether to provide the user with the media news comprises the following steps:
- the self-media news is obtained by the search engine in cooperation with the self-media, from the media self-recommendation or the search engine, and is stored in an index of the search engine.
- the step of providing at least a part of the search result as self-media news matching the query keyword includes:
- the degree of relevance to be selected from the media news the click amount of the user to be selected after the media news is provided, the preference of the user to be selected from the media news, and/or the media to be selected
- the article's quality and authoritative composite scores are calculated, and the probability values used for the random selection are calculated.
- the preference of the user to be selected from the media news is set according to news accessed by the user.
- the step of providing at least a part of the search result to the self-media news matching the query keyword further includes:
- the at least a portion of the search results are provided as self-media news that matches the query keyword and is temporally closest to a time point corresponding to the refresh command in response to an instruction issued by the user to refresh the current search result.
- the self-media news that matches the query keyword and is temporally closest to the time point corresponding to the refresh instruction is provided.
- the step of providing at least a part of the search result to the self-media news matching the query keyword further includes:
- the at least a portion of the search results are provided as self-media news other than the self-media news accessed in the previous query.
- the method includes providing the at least a portion of the search results to replace non-self-media news that meets predetermined time conditions.
- the predetermined time condition includes a predetermined time earlier than a time point at which the user inputs the query keyword.
- a search result recommendation device including:
- a identifying unit configured to identify whether to provide self-media news for the user according to the query keyword of the user
- a providing unit configured to provide at least a part of the search result as self-media news matching the query keyword, if the self-media news is provided for the user.
- the identifying unit includes:
- the device further includes:
- the obtaining unit is configured to obtain the self-media news by using at least one of a search engine collaborating with the self media, self media recommendation, or search engine crawling, and stored in an index of the search engine.
- the providing unit includes:
- the device further includes:
- a calculating unit configured to select, according to a query keyword of the user, a degree of relevance to be selected from the media news, a click amount of the user to be selected after the media news is provided, a preference of the user to be selected from the media news, and/or to be selected from the media.
- the providing unit further includes:
- the providing unit further includes:
- the at least one portion of the search result is provided as a device for self-media news other than the media news accessed in the previous query.
- the device further includes:
- a replacement unit configured to provide the at least a portion of the search results to replace non-self-media news that meets predetermined time conditions.
- a search engine comprising at least the search result recommendation device according to any one of the second aspects of the present invention.
- an electronic device including a memory and a processor
- the memory is for storing an instruction for controlling the processor to operate to perform a search result recommendation method according to any one of the first aspects of the present invention.
- a non-transitory machine readable storage medium having stored thereon executable code for causing said processor to be executed by a processor of an electronic device
- a search result recommendation method according to any one of the first aspects of the present invention is performed.
- the inventors of the present invention have found that in the prior art, the current search engine cannot perform targeted self-media news recommendation in the search results, and thus there is a problem that the news recommended to the user is limited and the update speed is slow, which affects the user experience.
- the invention recognizes whether the self-media news is provided for the user according to the query keyword of the user, and provides self-media news that at least a part of the search result is a matching query keyword, in the case that the self-media news is provided for the user, thereby being able to utilize Since the coverage of media news is wide and the update speed is fast, the user is presented with more rich content news to achieve more optimized search engine search result recommendation. Improve the user experience. Therefore, the technical task to be achieved by the present invention or the technical problem to be solved is not thought of or expected by those skilled in the art, so the present invention is a new technical solution.
- FIG. 1 is a flow chart showing a search result recommendation method according to an embodiment of the present invention.
- Fig. 2 exemplarily shows an example of an embodiment of the present invention.
- FIG. 3 is a diagram showing an identification step of a search result recommendation method according to an embodiment of the present invention.
- Fig. 4 exemplarily shows an example of an embodiment of the present invention.
- Fig. 5 exemplarily shows an example of an embodiment of the present invention.
- FIG. 6 shows a schematic block diagram of a search result recommendation device according to an embodiment of the present invention.
- FIG. 7 shows a schematic block diagram of a search engine in accordance with an embodiment of the present invention.
- FIG. 8 shows a schematic block diagram of an electronic device in accordance with an embodiment of the present invention.
- FIG. 1 is a flow chart showing a search result recommendation method according to an embodiment of the present invention.
- the method may include identifying step S100 and providing step S200.
- the identifying step S100 may include identifying whether the user is provided with self-media news based on the user's query keyword.
- Providing step S200 can include providing at least a portion of the search results as self-media news matching the query keywords, in the event that it is identified that the user is provided self-media news.
- the query keyword can be used to identify whether it is more suitable to recommend self-media news for the user, that is, whether to provide self-media news for the user. Thereafter, where it is identified (suitable) to provide the user with self-media news, at least a portion of the search results may be provided as self-media news matching the query keywords for user access, such as click or browse.
- FIG. 2 exemplarily shows an example according to an embodiment of the present invention.
- Fig. 2 exemplarily shows two self-media news "Fan Bingbing Li Chen" and “Fan Bingbing Golden Horse Award" which provide "XX Media” release as at least part of the search results.
- At least a part of the search results are provided as matching by identifying whether (suitable) the user is provided with the self-media news according to the query keyword of the user, and in the case of identifying (suitable) providing the user with the self-media news.
- the self-media news of the query keywords can utilize the characteristics of self-media news content covering a wide range and fast update speed, and present the news with more rich content for the user, thereby realizing more optimized search result recommendation.
- the search result recommendation method may include providing at least a portion of the search results to replace non-self-media news that satisfies a predetermined time condition.
- a predetermined time condition For example, at least a portion of the search results may be provided to replace non-self-media news for a predetermined time earlier than the point in time at which the user entered the query keyword, such as old web news one month or two months earlier than the date the user made the query.
- the predetermined time conditions may be set differently depending on different designs.
- search results are provided to replace the news of a predetermined time earlier than the time point when the user inputs the query keyword.
- FIG. 3 is a diagram showing an identification step S100 of a search result recommendation method according to an embodiment of the present invention.
- the identifying step S100 may include step S101 and step S102.
- Step S101 may include obtaining self-media news that has been stored in an index of the search engine.
- Step S102 may include calculating the number of self-media news in the index that matches the query keyword of the user, and identifying that the user provides self-media news if the number is greater than the set value.
- the self-media news may be stored in an index of the search engine after the self-media news is obtained by at least one of a method such as a search engine collaborating with the self media, self-media recommendation, and search engine crawling.
- a method such as a search engine collaborating with the self media, self-media recommendation, and search engine crawling.
- the self-media news is stored in the index of the search engine, that is, the index from the media news. Indexing can facilitate search engines to quickly search for relevant self-media news.
- the number of self-media news in the index matching the query keyword may be calculated according to the query keyword input by the user.
- the number of matches is greater than the set value, it can be recognized that the user is provided with self-media news.
- the number of self-media news in the index matching the keyword "Fan Bingbing” is calculated.
- the number is greater than, for example, 100, it may be recognized that it is more suitable to recommend media news to the user, that is, it may be recognized that the user is provided with self-media news.
- the set values can be set to different values depending on different designs.
- the embodiment of the present invention by utilizing the wide range of features of the media news, by calculating the number of matching of the query keyword and the acquired self-media news, it is possible to identify that the user is provided with the self media when the number is greater than a certain value.
- the news in turn, can use the self-media news to present the user with more rich content news, and achieve more optimized search engine search result recommendation.
- the providing step S200 of the search result recommendation method may include: randomly selecting a predetermined number of self-media news from the self-media news matching the query keyword.
- the predetermined number is 50, and 100 pieces of self-media news stored in the index of the search engine are matched with the query keyword, and 50 pieces of self-media news can be randomly selected therefrom, and provided as at least a part of the search result to the user.
- the manner of random selection may be in a different manner depending on the design.
- the predetermined number may be set according to an application scenario, or according to engineering experience or experimental simulation settings.
- the query keyword input by the user may be selected according to the degree of relevance of the user to be selected from the media news, the click amount of the user to be selected after the media news is provided, the preference of the user to be selected from the media news, and/or the media to be selected.
- the article's quality and authoritative composite scores are calculated, and the probability values used for the random selection are calculated.
- Equation 1 shows an example of how the probability values used for random selection are calculated:
- Equation 1 P is the probability value used for random selection, and Sim (Query, Doc) is the relevance of the query keyword input by the user to the media news to be selected, and Sum (Click) is selected after being selected from the media news.
- User's click volume, Sim (User, Doc) treats the user's preference for selection from media news,
- Q (Doc) is the comprehensive score of the quality and authority of the article to be selected from media news, ⁇ , ⁇ , ⁇ , ⁇ Is the weight coefficient.
- the preference of the user for selecting an article may be set in conjunction with news accessed by the user.
- the browsing preference of the user can be recorded, the news that is more in line with the customer's needs is presented to the user, and the search result recommendation is further optimized.
- the providing step S200 of the search result recommendation method may include: providing the at least one part of the search result to match the query keyword and the distance and the location in response to an instruction issued by the user to refresh the current search result
- the time point corresponding to the refresh instruction is the most recent self-media news in time.
- the self-media news that matches the query keyword and is temporally closest to the time point corresponding to the refresh command is provided.
- Fig. 4 exemplarily shows an example of an embodiment of the present invention.
- a distance pull-down refresh operation is selected from the self-media news matching the query keyword.
- the time point ie, the time point corresponding to the refresh command
- the time point is sent from the media news for the last 10 minutes, and the article is provided to the user as the first search result, as shown in FIG. 4, by "XX media”. Published by the media news "Fan Bingbing Golden Horse Award.".
- the self-media news that is the closest in time from the time of the refresh command is selected from the self-media news in the index, so that the user can access the time in time.
- the purpose of the latest coverage of news events is to achieve more optimized search results recommendations.
- the self-media news that is temporally closest to the time point when the refresh command is issued is provided to the user in the highest priority manner, and the user can be quickly accessed to the user without unnecessary browsing. Focus on the dynamic coverage of news events to achieve more optimized search results recommendations.
- the providing step S200 of the search result recommendation method may include: providing the at least one part of the search result as the access in the previous query in response to the query request re-issued by the user for the same query keyword Self-media news from outside the media news.
- Fig. 5 exemplarily shows an example of an embodiment of the present invention.
- the query keyword “Fan Bingbing” it is assumed that the user has access to two self-media news items named “Fan Bingbing Li Chen" and “Fan Bingbing Golden Horse Award.”. Later, when the user enters the query keyword “Fan Bingbing” again, the above two self-media news are no longer provided, but two self-media news items named “Fan Bingbing Zhao Wei...” and “Fan Bingbing Film...” are provided.
- a search result recommendation device 600 is provided. As shown in FIG. 6 , the recommendation device 600 may include: an identification unit 610, a providing unit 620, and optionally, an obtaining unit 630, a calculating unit 640, The replacement unit 650 is configured to implement any one of the search result recommendation methods provided in this embodiment, and details are not described herein again.
- the search result recommendation device 600 includes:
- the identifying unit 610 is configured to identify whether to provide self-media news for the user according to the query keyword of the user;
- the providing unit 620 is configured to provide at least a part of the search result as the self-media news matching the query keyword, if the self-media news is provided for the user.
- the identifying unit 610 includes:
- search result recommendation device 600 further includes:
- the obtaining unit 630 is configured to obtain the self-media news by using at least one of a search engine collaborating with the self media, self media recommendation, or search engine crawling, and stored in an index of the search engine.
- the providing unit 620 includes:
- search result recommendation device 600 further includes:
- a calculating unit configured to select, according to a query keyword of the user, a degree of relevance to be selected from the media news, a click amount of the user to be selected after the media news is provided, a preference of the user to be selected from the media news, and/or to be selected from the media.
- the preference of the user to be selected from the media news is set according to news accessed by the user.
- the providing unit 620 further includes:
- the self-media news that matches the query keyword and is temporally closest to the time point corresponding to the refresh instruction is provided.
- the providing unit 620 further includes:
- the at least one portion of the search result is provided as a device for self-media news other than the media news accessed in the previous query.
- the search result recommendation device 600 further includes:
- a replacement unit configured to provide the at least one part of the search result to replace the non-self-media news that meets the predetermined time condition.
- the predetermined time condition includes a predetermined time earlier than a time point at which the user inputs the query keyword.
- the search result recommendation device 600 can be implemented in a variety of ways.
- the search result recommendation device 600 can be implemented by an instruction configuration processor.
- the instructions may be stored in the ROM, and when the device is booted, the instructions are read from the ROM into the programmable device to implement the search result recommendation device 600.
- the search result recommendation device 600 can be cured into a dedicated device (eg, an ASIC).
- the search result recommendation device 600 can be divided into mutually independent units, or they can be implemented together.
- the search result recommendation device 600 may be implemented by one of the various implementations described above, or may be implemented by a combination of two or more of the various implementations described above.
- FIG. 7 shows a schematic block diagram of a search engine in accordance with an embodiment of the present invention.
- the search engine 700 of the present invention includes at least a recommendation device 600 of any one of the search results provided in the present embodiment.
- the search engine 700 may be disposed in a browser or an application having a web browsing function, or the search engine 700 may be implemented in a browser form or a web browsing application form.
- FIG. 8 shows a schematic block diagram of a computing device in accordance with an embodiment of the present invention.
- computing device 800 of the present invention can include a memory and a processor, wherein the memory is for storing instructions for controlling the processor to operate to perform any of the operations provided in accordance with the present embodiment.
- a search result recommendation method can be included in computing device 800 of the present invention.
- the electronic device 800 can be a cell phone, a desktop computer, a notebook computer, a tablet computer, or the like.
- the electronic device 800 may include a processor 810, a memory 820, an interface device 830, a communication device 840, a display device 850, an input device 860, a speaker 870, a microphone 880, and the like.
- the processor 810 can be a central processing unit CPU, a microprocessor MCU, or the like.
- the memory 820 includes, for example, a ROM (Read Only Memory), a RAM (Random Access Memory), a nonvolatile memory such as a hard disk, and the like.
- the interface device 830 includes, for example, a USB interface, a headphone jack, and the like.
- the communication device 840 can perform, for example, wired or wireless communication.
- the display device 850 is, for example, a liquid crystal display, a touch display, or the like.
- Input device 860 can include, for example, a touch screen, a somatosensory input, and the like. The user can input/output voice information through the speaker 870 and the microphone 880.
- the memory 820 of the electronic device 800 is configured to store instructions for controlling the processor 810 to operate to perform any of the power saving methods provided by the embodiments of the present invention. It will be understood by those skilled in the art that although a plurality of devices are shown for electronic device 800 in FIG. 1, the present invention may relate only to some of the devices therein, for example, electronic device 800 only relates to processor 810 and storage device 820. A technician can design instructions in accordance with the disclosed aspects of the present invention. How the instructions control the processor for operation is well known in the art and will not be described in detail herein.
- a non-transitory machine readable storage medium having stored thereon executable code that, when executed by a processor of an electronic device, causes the processor to perform The search result recommendation method of the present invention.
- the invention can be a system, method and/or computer program product.
- the computer program product can comprise a computer readable storage medium having computer readable program instructions embodied thereon for causing a processor to implement various aspects of the present invention.
- the computer readable storage medium can be a tangible device that can hold and store the instructions used by the instruction execution device.
- the computer readable storage medium can be, for example, but not limited to, an electrical storage device, a magnetic storage device, an optical storage device, an electromagnetic storage device, a semiconductor storage device, or any suitable combination of the foregoing.
- Non-exhaustive list of computer readable storage media include: portable computer disks, hard disks, random access memory (RAM), read only memory (ROM), erasable programmable read only memory (EPROM) Or flash memory), static random access memory (SRAM), portable compact disk read only memory (CD-ROM), digital versatile disk (DVD), memory stick, floppy disk, mechanical encoding device, for example, with instructions stored thereon A raised structure in the hole card or groove, and any suitable combination of the above.
- a computer readable storage medium as used herein is not to be interpreted as a transient signal itself, such as a radio wave or other freely propagating electromagnetic wave, an electromagnetic wave propagating through a waveguide or other transmission medium (eg, a light pulse through a fiber optic cable), or through a wire The electrical signal transmitted.
- the computer readable program instructions described herein can be downloaded from a computer readable storage medium to various computing/processing devices or downloaded to an external computer or external storage device over a network, such as the Internet, a local area network, a wide area network, and/or a wireless network.
- the network may include copper transmission cables, fiber optic transmissions, wireless transmissions, routers, firewalls, switches, gateway computers, and/or edge servers.
- a network adapter card or network interface in each computing/processing device receives computer readable program instructions from the network and forwards the computer readable program instructions for storage in a computer readable storage medium in each computing/processing device .
- Computer program instructions for performing the operations of the present invention may be assembly instructions, instruction set architecture (ISA) instructions, machine instructions, machine related instructions, microcode, firmware instructions, state setting data, or in one or more programming languages.
- the computer readable program instructions can execute entirely on the user's computer, partly on the user's computer, as a stand-alone software package, partly on the user's computer, partly on the remote computer, or entirely on the remote computer or server. carried out.
- the remote computer can be connected to the user's computer through any kind of network, including a local area network (LAN) or wide area network (WAN), or can be connected to an external computer (eg, using an Internet service provider to access the Internet) connection).
- the customized electronic circuit such as a programmable logic circuit, a field programmable gate array (FPGA), or a programmable logic array (PLA), can be customized by utilizing state information of computer readable program instructions.
- Computer readable program instructions are executed to implement various aspects of the present invention.
- the computer readable program instructions can be provided to a general purpose computer, a special purpose computer, or a processor of other programmable data processing apparatus to produce a machine such that when executed by a processor of a computer or other programmable data processing apparatus Means for implementing the functions/acts specified in one or more of the blocks of the flowcharts and/or block diagrams.
- the computer readable program instructions can also be stored in a computer readable storage medium that causes the computer, programmable data processing device, and/or other device to operate in a particular manner, such that the computer readable medium storing the instructions includes An article of manufacture that includes instructions for implementing various aspects of the functions/acts recited in one or more of the flowcharts.
- the computer readable program instructions can also be loaded onto a computer, other programmable data processing device, or other device to perform a series of operational steps on a computer, other programmable data processing device or other device to produce a computer-implemented process.
- instructions executed on a computer, other programmable data processing apparatus, or other device implement the functions/acts recited in one or more of the flowcharts and/or block diagrams.
- each block in the flowchart or block diagram can represent a module, a program segment, or a portion of an instruction that includes one or more components for implementing the specified logical functions.
- Executable instructions can also occur in a different order than those illustrated in the drawings. For example, two consecutive blocks may be executed substantially in parallel, and they may sometimes be executed in the reverse order, depending upon the functionality involved.
- each block of the block diagrams and/or flowcharts, and combinations of blocks in the block diagrams and/or flowcharts can be implemented in a dedicated hardware-based system that performs the specified function or function. Or it can be implemented by a combination of dedicated hardware and computer instructions. It is well known to those skilled in the art that implementation by hardware, implementation by software, and implementation by a combination of software and hardware are equivalent. While the invention has been described in detail with reference to the preferred embodiments of the present invention, it is understood that It will be appreciated by those skilled in the art that the above embodiments may be modified without departing from the scope and spirit of the invention. The scope of the invention is defined by the appended claims.
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Abstract
Disclosed are a search result recommending method and device, search engine, electronic device and medium. The method comprises the following steps: determining whether to provide self-media news to a user according to a query keyword of the user; and if determined to provide self-media news to the user, providing at least part of search results as self-media news matching the query keyword. The present invention can present more news with rich content to a user and enable more optimized search result recommendation of a search engine.
Description
本发明涉及搜索引擎搜索领域,更具体地,涉及一种搜索结果推荐方法、设备、搜索引擎及电子设备和存储介质。The present invention relates to the field of search engine search, and more particularly to a search result recommendation method, device, search engine, and electronic device and storage medium.
随着互联网发展,不断出现了博客、微博、微信等新兴应用或平台,这些应用或者平台产生了新兴媒体,通常称作自媒体。自媒体又称为“公民媒体”或“个人媒体”,即由私人传播者组成,自行向一定范围的人群推送新闻事件或观点。来源于这种自媒体的新闻通常称作自媒体新闻。自媒体新闻具有内容覆盖广并且更新迅速的特点,成为信息传播的新途径。With the development of the Internet, emerging applications or platforms such as blogs, Weibo, and WeChat have emerged. These applications or platforms have produced emerging media, often referred to as self-media. The media, also known as “citizen media” or “personal media”, consists of private communicators who push news events or opinions to a certain range of people. News from this self-media is often referred to as self-media news. Since media news has the characteristics of wide coverage and rapid update, it has become a new way of information dissemination.
但是,目前搜索引擎作为用户搜索互联信息的工具,在对搜索结果推荐时,却不支持在搜索结果中针对用户的查询词推荐自媒体新闻,存在推荐给用户的新闻内容有限且更新速度慢的问题,影响用户体验。However, the current search engine as a tool for users to search for connected information does not support recommending self-media news for the user's query words in the search results when recommending search results, and there is limited news content and slow update rate recommended to the user. Problems that affect the user experience.
发明内容Summary of the invention
本发明的一个目的是提供一种能够在搜索引擎的搜索结果中针对性地进行自媒体新闻推荐的新技术方案。It is an object of the present invention to provide a new technical solution capable of targeted self-media news recommendation in search results of search engines.
根据本发明的一个方面,提供了一种搜索结果推荐方法,包括以下步骤:According to an aspect of the present invention, a search result recommendation method is provided, comprising the following steps:
根据用户的查询关键词,识别是否为用户提供自媒体新闻;以及在识别出为用户提供自媒体新闻的情况下,提供至少一部分搜索结果为匹配所述查询关键词的自媒体新闻。Identifying whether to provide self-media news for the user based on the user's query keyword; and providing at least a portion of the search result as self-media news matching the query keyword if the user is provided with self-media news.
可选地,所述识别是否为用户提供自媒体新闻包括以下步骤:Optionally, the identifying whether to provide the user with the media news comprises the following steps:
获取已存储在搜索引擎的索引中的自媒体新闻;计算所述索引中的自媒体新闻与用户的查询关键词相匹配的数量,在所述数量大于设定值的情 况下识别出为用户提供自媒体新闻。Obtaining self-media news that has been stored in an index of the search engine; calculating the number of self-media news in the index that matches the query keyword of the user, and identifying that the user is provided if the number is greater than the set value From media news.
进一步可选地,以搜索引擎与自媒体合作、自媒体自荐或搜索引擎抓取其中至少一种方式获取自媒体新闻,并存储在所述搜索引擎的索引中。Further optionally, the self-media news is obtained by the search engine in cooperation with the self-media, from the media self-recommendation or the search engine, and is stored in an index of the search engine.
可选地,所述提供至少一部分搜索结果为匹配所述查询关键词的自媒体新闻的步骤包括:Optionally, the step of providing at least a part of the search result as self-media news matching the query keyword includes:
从所述匹配所述查询关键词的自媒体新闻中随机选取符合预定数目的自媒体新闻,以作为所述至少一部分搜索结果提供。Selecting a predetermined number of self-media news from the self-media news matching the query keyword to provide as the at least a part of the search result.
进一步可选地,根据用户的查询关键词与待选自媒体新闻的相关度、待选自媒体新闻提供后用户的点击量、用户对待选自媒体新闻的偏好度、和/或待选自媒体新闻的文章质量和权威性的综合分值,计算获取所述随机选取使用的概率值。Further optionally, according to the query keyword of the user, the degree of relevance to be selected from the media news, the click amount of the user to be selected after the media news is provided, the preference of the user to be selected from the media news, and/or the media to be selected The article's quality and authoritative composite scores are calculated, and the probability values used for the random selection are calculated.
进一步优选地,所述用户对待选自媒体新闻的偏好度根据用户接入过的新闻来设定。Further preferably, the preference of the user to be selected from the media news is set according to news accessed by the user.
可选地,所述提供至少一部分搜索结果为匹配所述查询关键词的自媒体新闻的步骤还包括:Optionally, the step of providing at least a part of the search result to the self-media news matching the query keyword further includes:
响应于用户发出的刷新当前搜索结果的指令,提供所述至少一部分搜索结果为匹配所述查询关键词并且距离与所述刷新指令对应的时间点在时间上最近的自媒体新闻。The at least a portion of the search results are provided as self-media news that matches the query keyword and is temporally closest to a time point corresponding to the refresh command in response to an instruction issued by the user to refresh the current search result.
进一步可选地,以最优先的方式,提供所述匹配所述查询关键词并且距离与所述刷新指令对应的时间点在时间上最近的自媒体新闻。Further optionally, in the most preferential manner, the self-media news that matches the query keyword and is temporally closest to the time point corresponding to the refresh instruction is provided.
可选地,所述提供至少一部分搜索结果为匹配所述查询关键词的自媒体新闻的步骤还包括:Optionally, the step of providing at least a part of the search result to the self-media news matching the query keyword further includes:
响应于用户针对相同的查询关键词再次发出的查询请求,提供所述至少一部分搜索结果为前次查询中接入过的自媒体新闻以外的自媒体新闻。In response to the query request re-issued by the user for the same query keyword, the at least a portion of the search results are provided as self-media news other than the self-media news accessed in the previous query.
可选地,所述方法包括:提供所述至少一部分搜索结果以替换满足预定时间条件的非自媒体新闻。Optionally, the method includes providing the at least a portion of the search results to replace non-self-media news that meets predetermined time conditions.
进一步可选地,所述预定时间条件包括比用户输入查询关键词的时间点早的预定时间。Further optionally, the predetermined time condition includes a predetermined time earlier than a time point at which the user inputs the query keyword.
根据本发明的第二方面,提供一种搜索结果推荐设备,包括:According to a second aspect of the present invention, a search result recommendation device is provided, including:
识别单元,用于根据用户的查询关键词,识别是否为用户提供自媒体新闻;以及a identifying unit, configured to identify whether to provide self-media news for the user according to the query keyword of the user;
提供单元,用于在识别出为用户提供自媒体新闻的情况下,提供至少一部分搜索结果为匹配所述查询关键词的自媒体新闻。And a providing unit, configured to provide at least a part of the search result as self-media news matching the query keyword, if the self-media news is provided for the user.
可选地,所述识别单元包括:Optionally, the identifying unit includes:
用于获取已存储在搜索引擎的索引中的自媒体新闻的装置;Means for obtaining self-media news that has been stored in an index of a search engine;
用于计算所述索引中的自媒体新闻与用户的查询关键词相匹配的数量,在所述数量大于设定值的情况下识别出为用户提供自媒体新闻的装置。And means for calculating the number of self-media news in the index that matches the query keyword of the user, and identifying the device for providing the user with the media news if the number is greater than the set value.
可选地,所述设备还包括:Optionally, the device further includes:
获取单元,用于以搜索引擎与自媒体合作、自媒体自荐或搜索引擎抓取其中至少一种方式获取自媒体新闻,并存储在所述搜索引擎的索引中。The obtaining unit is configured to obtain the self-media news by using at least one of a search engine collaborating with the self media, self media recommendation, or search engine crawling, and stored in an index of the search engine.
可选地,所述提供单元包括:Optionally, the providing unit includes:
用于从所述匹配所述查询关键词的自媒体新闻中随机选取符合预定数目的自媒体新闻,以作为所述至少一部分搜索结果提供的装置。And means for randomly selecting, from the self-media news matching the query keyword, a predetermined number of self-media news to be provided as the at least a part of the search result.
进一步可选地,所述设备还包括:Further optionally, the device further includes:
计算单元,用于根据用户的查询关键词与待选自媒体新闻的相关度、待选自媒体新闻提供后用户的点击量、用户对待选自媒体新闻的偏好度、和/或待选自媒体新闻的文章质量和权威性的综合分值,计算获取所述随机选取使用的概率值。a calculating unit, configured to select, according to a query keyword of the user, a degree of relevance to be selected from the media news, a click amount of the user to be selected after the media news is provided, a preference of the user to be selected from the media news, and/or to be selected from the media The article's quality and authoritative composite scores are calculated, and the probability values used for the random selection are calculated.
可选地,所述提供单元还包括:Optionally, the providing unit further includes:
用于响应于用户发出的刷新当前搜索结果的指令,提供所述至少一部分搜索结果为匹配所述查询关键词并且距离与所述刷新指令对应的时间点在时间上最近的自媒体新闻的装置。And means for providing, at least a portion of the search result, a self-media news that matches the query keyword and is temporally closest to a time point corresponding to the refresh command in response to an instruction issued by the user to refresh the current search result.
可选地,所述提供单元还包括:Optionally, the providing unit further includes:
响应于用户针对相同的查询关键词再次发出的查询请求,提供所述至少一部分搜索结果为前次查询中接入过的自媒体新闻以外的自媒体新闻的装置。In response to the query request re-issued by the user for the same query keyword, the at least one portion of the search result is provided as a device for self-media news other than the media news accessed in the previous query.
可选地,所述设备还包括:Optionally, the device further includes:
替换单元,用于提供所述至少一部分搜索结果以替换满足预定时间条 件的非自媒体新闻。And a replacement unit configured to provide the at least a portion of the search results to replace non-self-media news that meets predetermined time conditions.
根据本发明的第三方面,提供一种搜索引擎,至少包括根据本发明第二方面提供的任意一项的搜索结果推荐设备。According to a third aspect of the present invention, there is provided a search engine comprising at least the search result recommendation device according to any one of the second aspects of the present invention.
根据本发明的第四方面,提供一种电子设备,包括存储器和处理器,According to a fourth aspect of the present invention, an electronic device including a memory and a processor is provided
其中,所述存储器用于存储指令,所述指令用于控制所述处理器进行操作以执行根据本发明的第一方面提供的任意一项的搜索结果推荐方法。Wherein the memory is for storing an instruction for controlling the processor to operate to perform a search result recommendation method according to any one of the first aspects of the present invention.
根据本发明的第五方面,还提供了一种非暂时性机器可读存储介质,其上存储有可执行代码,当所述可执行代码被电子设备的处理器执行时,使所述处理器执行根据本发明的第一方面提供的任意一项的搜索结果推荐方法。According to a fifth aspect of the present invention, there is also provided a non-transitory machine readable storage medium having stored thereon executable code for causing said processor to be executed by a processor of an electronic device A search result recommendation method according to any one of the first aspects of the present invention is performed.
本发明的发明人发现,在现有技术中,目前搜索引擎无法在搜索结果中针对性地进行自媒体新闻推荐,由此存在推荐给用户的新闻有限且更新速度慢的问题,影响用户体验。本发明根据用户的查询关键词识别是否为用户提供自媒体新闻,在识别出为用户提供自媒体新闻的情况下,提供至少一部分搜索结果为匹配查询关键词的自媒体新闻,由此,能够利用自媒体新闻涵盖范围广且更新速度快的特点,为用户呈现具有更多丰富内容的新闻,实现更优化的搜索引擎搜索结果推荐。提升用户体验。因此,本发明所要实现的技术任务或者所要解决的技术问题是本领域技术人员从未想到的或者没有预期到的,故本发明是一种新的技术方案。The inventors of the present invention have found that in the prior art, the current search engine cannot perform targeted self-media news recommendation in the search results, and thus there is a problem that the news recommended to the user is limited and the update speed is slow, which affects the user experience. The invention recognizes whether the self-media news is provided for the user according to the query keyword of the user, and provides self-media news that at least a part of the search result is a matching query keyword, in the case that the self-media news is provided for the user, thereby being able to utilize Since the coverage of media news is wide and the update speed is fast, the user is presented with more rich content news to achieve more optimized search engine search result recommendation. Improve the user experience. Therefore, the technical task to be achieved by the present invention or the technical problem to be solved is not thought of or expected by those skilled in the art, so the present invention is a new technical solution.
通过以下参照附图对本发明的示例性实施例的详细描述,本发明的其它特征及其优点将会变得清楚。Other features and advantages of the present invention will become apparent from the Detailed Description of the <RTIgt;
被结合在说明书中并构成说明书的一部分的附图示出了本发明的实施例,并且连同其说明一起用于解释本发明的原理。The accompanying drawings, which are incorporated in FIG
图1是示出根据本发明实施例的搜索结果推荐方法的流程图。FIG. 1 is a flow chart showing a search result recommendation method according to an embodiment of the present invention.
图2示例性地示出本发明实施例的一个实例。Fig. 2 exemplarily shows an example of an embodiment of the present invention.
图3是示出根据本发明实施例的搜索结果推荐方法的识别步骤的图。FIG. 3 is a diagram showing an identification step of a search result recommendation method according to an embodiment of the present invention.
图4示例性地示出本发明实施例的一个实例。Fig. 4 exemplarily shows an example of an embodiment of the present invention.
图5示例性地示出本发明实施例的一个实例。Fig. 5 exemplarily shows an example of an embodiment of the present invention.
图6示出根据本发明实施例的搜索结果推荐设备的示意性框图。FIG. 6 shows a schematic block diagram of a search result recommendation device according to an embodiment of the present invention.
图7示出根据本发明实施例的搜索引擎的示意性框图。FIG. 7 shows a schematic block diagram of a search engine in accordance with an embodiment of the present invention.
图8示出根据本发明实施例的电子设备的示意性框图。FIG. 8 shows a schematic block diagram of an electronic device in accordance with an embodiment of the present invention.
现在将参照附图来详细描述本发明的各种示例性实施例。应注意到:除非另外具体说明,否则在这些实施例中阐述的部件和步骤的相对布置、数字表达式和数值不限制本发明的范围。Various exemplary embodiments of the present invention will now be described in detail with reference to the drawings. It should be noted that the relative arrangement of the components and steps, numerical expressions and numerical values set forth in the embodiments are not intended to limit the scope of the invention unless otherwise specified.
以下对至少一个示例性实施例的描述实际上仅仅是说明性的,决不作为对本发明及其应用或使用的任何限制。The following description of the at least one exemplary embodiment is merely illustrative and is in no way
对于相关领域普通技术人员已知的技术、方法和设备可能不作详细讨论,但在适当情况下,所述技术、方法和设备应当被视为说明书的一部分。Techniques, methods and apparatus known to those of ordinary skill in the relevant art may not be discussed in detail, but the techniques, methods and apparatus should be considered as part of the specification, where appropriate.
在这里示出和讨论的所有例子中,任何具体值应被解释为仅仅是示例性的,而不是作为限制。因此,示例性实施例的其它例子可以具有不同的值。In all of the examples shown and discussed herein, any specific values are to be construed as illustrative only and not as a limitation. Thus, other examples of the exemplary embodiments may have different values.
应注意到:相似的标号和字母在下面的附图中表示类似项,因此,一旦某一项在一个附图中被定义,则在随后的附图中不需要对其进行进一步讨论。It should be noted that similar reference numerals and letters indicate similar items in the following figures, and therefore, once an item is defined in one figure, it is not required to be further discussed in the subsequent figures.
<方法><method>
图1是示出根据本发明实施例的搜索结果推荐方法的流程图。FIG. 1 is a flow chart showing a search result recommendation method according to an embodiment of the present invention.
如图1所示,所述方法可以包括识别步骤S100和提供步骤S200。识别步骤S100可以包括根据用户的查询关键词识别是否为用户提供自媒体新闻。提供步骤S200可以包括在识别出为用户提供自媒体新闻的情况下,提供至少一部分搜索结果为匹配所述查询关键词的自媒体新闻。As shown in FIG. 1, the method may include identifying step S100 and providing step S200. The identifying step S100 may include identifying whether the user is provided with self-media news based on the user's query keyword. Providing step S200 can include providing at least a portion of the search results as self-media news matching the query keywords, in the event that it is identified that the user is provided self-media news.
当用户在搜索引擎中输入查询关键词进行搜索时,首先可以通过该查询关键词来识别是否更适合为用户推荐自媒体新闻,即是否为用户提供自媒体新闻。之后,在识别出(适合)为用户提供自媒体新闻的情况下,可以提供至少一部分搜索结果为匹配所述查询关键词的自媒体新闻以用于用户 接入,诸如点击或浏览等。When the user inputs a query keyword in the search engine to search, firstly, the query keyword can be used to identify whether it is more suitable to recommend self-media news for the user, that is, whether to provide self-media news for the user. Thereafter, where it is identified (suitable) to provide the user with self-media news, at least a portion of the search results may be provided as self-media news matching the query keywords for user access, such as click or browse.
图2示例性地示出根据本发明实施例的一个实例。FIG. 2 exemplarily shows an example according to an embodiment of the present invention.
如图2所示,当用户在搜索引擎中输入查询关键词“范冰冰”进行搜索时,在根据该查询关键词“范冰冰”识别出更适合推荐自媒体新闻给用户的情况下,可以提供至少一部分搜索结果为匹配查询关键词“范冰冰”的自媒体新闻。图2示例性地示出了提供“XX媒体”发布的两条自媒体新闻“范冰冰 李晨……”、“范冰冰 金马奖……”作为至少一部分搜索结果。As shown in FIG. 2, when the user inputs a query keyword “Fan Bingbing” in the search engine to search, according to the query keyword “Fan Bingbing”, it is more suitable to recommend the self-media news to the user. The search result is a self-media news matching the keyword "Fan Bingbing". Fig. 2 exemplarily shows two self-media news "Fan Bingbing Li Chen..." and "Fan Bingbing Golden Horse Award..." which provide "XX Media" release as at least part of the search results.
根据本发明的实施例,通过根据用户的查询关键词识别是否(适合)为用户提供自媒体新闻,并且在识别出(适合)为用户提供自媒体新闻的情况下提供至少一部分搜索结果为匹配所述查询关键词的自媒体新闻,能够利用自媒体新闻内容涵盖范围广且更新速度快的特点,为用户呈现具有更多丰富内容的新闻,进而实现更优化的搜索结果推荐。According to an embodiment of the present invention, at least a part of the search results are provided as matching by identifying whether (suitable) the user is provided with the self-media news according to the query keyword of the user, and in the case of identifying (suitable) providing the user with the self-media news. The self-media news of the query keywords can utilize the characteristics of self-media news content covering a wide range and fast update speed, and present the news with more rich content for the user, thereby realizing more optimized search result recommendation.
优选地,根据本发明实施例的搜索结果推荐方法可以包括提供至少一部分搜索结果以替换满足预定时间条件的非自媒体新闻。例如,可以提供至少一部分搜索结果以替换比用户输入查询关键词的时间点早的预定时间的非自媒体新闻,例如比用户进行查询的日期早1个月或2个月的旧网页新闻。本领域技术人员可以理解的是,所述预定时间条件可以根据不同的设计而设置得不同。根据本发明的实施例,通过提供至少一部分搜索结果以替换比用户输入查询关键词的时间点早的预定时间的新闻,能够便利于用户接入时效性更强的新闻,实现更优化的搜索引擎搜索结果推荐,提升用户体验。Preferably, the search result recommendation method according to an embodiment of the present invention may include providing at least a portion of the search results to replace non-self-media news that satisfies a predetermined time condition. For example, at least a portion of the search results may be provided to replace non-self-media news for a predetermined time earlier than the point in time at which the user entered the query keyword, such as old web news one month or two months earlier than the date the user made the query. Those skilled in the art will appreciate that the predetermined time conditions may be set differently depending on different designs. According to an embodiment of the present invention, by providing at least a part of the search results to replace the news of a predetermined time earlier than the time point when the user inputs the query keyword, it is possible to facilitate the user to access more time-sensitive news and realize a more optimized search engine. Search results are recommended to enhance the user experience.
图3是示出根据本发明实施例的搜索结果推荐方法的识别步骤S100的图。FIG. 3 is a diagram showing an identification step S100 of a search result recommendation method according to an embodiment of the present invention.
如图3所示,识别步骤S100可以包括步骤S101和步骤S102。步骤S101可以包括获取已存储在搜索引擎的索引中的自媒体新闻。步骤S102可以包括计算索引中的自媒体新闻与用户的查询关键词相匹配的数量,在所述数量大于设定值的情况下识别出为用户提供自媒体新闻。As shown in FIG. 3, the identifying step S100 may include step S101 and step S102. Step S101 may include obtaining self-media news that has been stored in an index of the search engine. Step S102 may include calculating the number of self-media news in the index that matches the query keyword of the user, and identifying that the user provides self-media news if the number is greater than the set value.
具体地,可以通过诸如搜索引擎与自媒体合作、自媒体自荐、搜索引 擎抓取等至少一种方式获取自媒体新闻后,可以将所述自媒体新闻存储在搜索引擎的索引中。本领域技术人员可以理解的是,将自媒体新闻存储在搜索引擎的索引中,也即为自媒体新闻建立索引。索引可以便利于搜索引擎快速搜索到相关的自媒体新闻。Specifically, the self-media news may be stored in an index of the search engine after the self-media news is obtained by at least one of a method such as a search engine collaborating with the self media, self-media recommendation, and search engine crawling. It will be understood by those skilled in the art that the self-media news is stored in the index of the search engine, that is, the index from the media news. Indexing can facilitate search engines to quickly search for relevant self-media news.
步骤S102中,可以根据用户输入的查询关键词来计算索引中的自媒体新闻与该查询关键词相匹配的数量。在相匹配的数量大于设定值的情况下,可以识别出为用户提供自媒体新闻。例如,当用户输入查询关键词“范冰冰”时,计算索引中的自媒体新闻与该关键词“范冰冰”相匹配的数量。当所述数量大于例如100时,可以识别出更适合推荐自媒体新闻给用户,即可以识别出为用户提供自媒体新闻。本领域技术人员可以理解的是,所述设定值可以根据不同的设计而被设置成不同的值。In step S102, the number of self-media news in the index matching the query keyword may be calculated according to the query keyword input by the user. In the case where the number of matches is greater than the set value, it can be recognized that the user is provided with self-media news. For example, when the user inputs the query keyword "Fan Bingbing", the number of self-media news in the index matching the keyword "Fan Bingbing" is calculated. When the number is greater than, for example, 100, it may be recognized that it is more suitable to recommend media news to the user, that is, it may be recognized that the user is provided with self-media news. Those skilled in the art will appreciate that the set values can be set to different values depending on different designs.
根据本发明的实施例,利用自媒体新闻涵盖范围广的特点,通过计算查询关键词与获取的自媒体新闻相匹配的数量,可以在所述数量大于一定的值时识别出为用户提供自媒体新闻,进而能够利用自媒体新闻为用户呈现具有更多丰富内容的新闻,实现更优化的搜索引擎搜索结果推荐。According to the embodiment of the present invention, by utilizing the wide range of features of the media news, by calculating the number of matching of the query keyword and the acquired self-media news, it is possible to identify that the user is provided with the self media when the number is greater than a certain value. The news, in turn, can use the self-media news to present the user with more rich content news, and achieve more optimized search engine search result recommendation.
进一步地,根据本发明实施例的搜索结果推荐方法的提供步骤S200可以包括:从所述匹配所述查询关键词的自媒体新闻中随机选取符合预定数目的自媒体新闻。Further, the providing step S200 of the search result recommendation method according to the embodiment of the present invention may include: randomly selecting a predetermined number of self-media news from the self-media news matching the query keyword.
例如,预定数目为50,存储在搜索引擎的索引中的100条自媒体新闻与查询关键词匹配,可以从中随机选取50条自媒体新闻,作为至少一部分搜索结果提供给用户。本领域的技术人员可以理解,随机选取的方式可以根据不同的设计而采用不同的方式。所述预定数目可以根据应用场景设置,或者根据工程经验或者实验仿真设置。For example, the predetermined number is 50, and 100 pieces of self-media news stored in the index of the search engine are matched with the query keyword, and 50 pieces of self-media news can be randomly selected therefrom, and provided as at least a part of the search result to the user. Those skilled in the art will appreciate that the manner of random selection may be in a different manner depending on the design. The predetermined number may be set according to an application scenario, or according to engineering experience or experimental simulation settings.
优选地,可以根据用户输入的查询关键词与待选自媒体新闻的相关度、待选自媒体新闻提供后用户的点击量、用户对待选自媒体新闻的偏好度、和/或待选自媒体新闻的文章质量和权威性的综合分值,计算获取所述随机选取使用的概率值。Preferably, the query keyword input by the user may be selected according to the degree of relevance of the user to be selected from the media news, the click amount of the user to be selected after the media news is provided, the preference of the user to be selected from the media news, and/or the media to be selected. The article's quality and authoritative composite scores are calculated, and the probability values used for the random selection are calculated.
公式1示出了随机选取所使用的概率值的计算方式的一个实例:Equation 1 shows an example of how the probability values used for random selection are calculated:
P=α*Sim(Query,Doc)+β*Sum(Click)+λ*Sim(User,Doc)+δ*Q(Doc)(公式1)P=α*Sim(Query,Doc)+β*Sum(Click)+λ*Sim(User,Doc)+δ*Q(Doc)(Formula 1)
在公式1中,P为随机选取所使用的概率值,Sim(Query,Doc)为用户输入的查询关键词与待选自媒体新闻的相关度,Sum(Click)为待选自媒体新闻提供后用户的点击量,Sim(User,Doc)为用户对待选自媒体新闻的偏好度,Q(Doc)为待选自媒体新闻的文章质量和权威性的综合分值,α,β,λ,δ为权重系数。In Equation 1, P is the probability value used for random selection, and Sim (Query, Doc) is the relevance of the query keyword input by the user to the media news to be selected, and Sum (Click) is selected after being selected from the media news. User's click volume, Sim (User, Doc) treats the user's preference for selection from media news, Q (Doc) is the comprehensive score of the quality and authority of the article to be selected from media news, α, β, λ, δ Is the weight coefficient.
优选地,用户对待选文章的偏好度可以结合用户接入过的新闻来设定。Preferably, the preference of the user for selecting an article may be set in conjunction with news accessed by the user.
根据本发明的实施例,通过从与查询关键词匹配的自媒体新闻中随机选取自媒体新闻作为至少一部分搜索结果,使得每次针对查询关键词提供的自媒体新闻具有一定的随机性,能够为用户呈现具有更多丰富内容的新闻,实现更优化的搜索结果推荐。According to an embodiment of the present invention, by randomly selecting self-media news from at least a part of the search results from the self-media news matching the query keyword, each time the self-media news provided for the query keyword has a certain randomness, Presenting news with more rich content to users, enabling more optimized search result recommendations.
另外,根据本发明的实施例,通过在随机选取过程中参考用户接入过的新闻,能够记录下用户的浏览偏好,为用户呈现更符合客户需要的新闻,进一步实现更优化的搜索结果推荐。In addition, according to the embodiment of the present invention, by referring to the news accessed by the user in the random selection process, the browsing preference of the user can be recorded, the news that is more in line with the customer's needs is presented to the user, and the search result recommendation is further optimized.
进一步地,根据本发明实施例的搜索结果推荐方法的提供步骤S200可以包括:响应于用户发出的刷新当前搜索结果的指令,提供所述至少一部分搜索结果为匹配所述查询关键词并且距离与所述刷新指令对应的时间点在时间上最近的自媒体新闻。Further, the providing step S200 of the search result recommendation method according to the embodiment of the present invention may include: providing the at least one part of the search result to match the query keyword and the distance and the location in response to an instruction issued by the user to refresh the current search result The time point corresponding to the refresh instruction is the most recent self-media news in time.
优选地,以最优先的方式,提供所述匹配所述查询关键词并且距离与所述刷新指令对应的时间点在时间上最近的自媒体新闻。Preferably, in the most preferential manner, the self-media news that matches the query keyword and is temporally closest to the time point corresponding to the refresh command is provided.
图4示例性地示出本发明实施例的一个实例。如图4所示,当用户通过在搜索页面上进行下拉刷新操作而发出刷新当前搜索结果的指令时,响应于该刷新指令,从匹配所述查询关键词的自媒体新闻中选取距离下拉刷新操作发出的时间点(即与刷新指令对应的时间点)最近10分钟的自媒体新闻,并且将该条自媒体新闻作为第一条搜索结果提供给用户,如图4所示,由“XX媒体”发布的自媒体新闻“范冰冰 金马奖……”。Fig. 4 exemplarily shows an example of an embodiment of the present invention. As shown in FIG. 4, when the user issues an instruction to refresh the current search result by performing a pull-down refresh operation on the search page, in response to the refresh instruction, a distance pull-down refresh operation is selected from the self-media news matching the query keyword. The time point (ie, the time point corresponding to the refresh command) is sent from the media news for the last 10 minutes, and the article is provided to the user as the first search result, as shown in FIG. 4, by "XX media". Published by the media news "Fan Bingbing Golden Horse Award...".
根据本发明的实施例,当用户发出刷新当前搜索结果的指令时,从索引中的自媒体新闻中选取距离刷新指令对应的时间点在时间上最近的自媒体新闻,能够实现用户及时接入到新闻事件的最新报道的目的,实现更优化的搜索结果推荐。According to the embodiment of the present invention, when the user issues an instruction to refresh the current search result, the self-media news that is the closest in time from the time of the refresh command is selected from the self-media news in the index, so that the user can access the time in time. The purpose of the latest coverage of news events is to achieve more optimized search results recommendations.
另外,根据本发明的实施例,将距离刷新指令发出的时间点在时间上最近的自媒体新闻以最优先的方式提供给用户,能够保证用户在不需多余浏览的情况下快速接入到所关注的新闻事件的动态报道,实现更优化的搜索结果推荐。In addition, according to the embodiment of the present invention, the self-media news that is temporally closest to the time point when the refresh command is issued is provided to the user in the highest priority manner, and the user can be quickly accessed to the user without unnecessary browsing. Focus on the dynamic coverage of news events to achieve more optimized search results recommendations.
进一步地,根据本发明实施例的搜索结果推荐方法的提供步骤S200可以包括:响应于用户针对相同的查询关键词再次发出的查询请求时,提供所述至少一部分搜索结果为前次查询中接入过的自媒体新闻以外的自媒体新闻。Further, the providing step S200 of the search result recommendation method according to the embodiment of the present invention may include: providing the at least one part of the search result as the access in the previous query in response to the query request re-issued by the user for the same query keyword Self-media news from outside the media news.
图5示例性地示出本发明实施例的一个实例。如图5所示,当用户输入查询关键词“范冰冰”时,假设用户接入了名为“范冰冰 李晨……”和“范冰冰 金马奖……”这两条自媒体新闻。之后,当用户再次输入查询关键词“范冰冰”时,不再提供上述两条自媒体新闻,而是提供名为“范冰冰 赵薇……”和“范冰冰 电影……”的两条自媒体新闻。Fig. 5 exemplarily shows an example of an embodiment of the present invention. As shown in Figure 5, when the user enters the query keyword "Fan Bingbing", it is assumed that the user has access to two self-media news items named "Fan Bingbing Li Chen..." and "Fan Bingbing Golden Horse Award...". Later, when the user enters the query keyword “Fan Bingbing” again, the above two self-media news are no longer provided, but two self-media news items named “Fan Bingbing Zhao Wei...” and “Fan Bingbing Film...” are provided.
根据本发明的实施例,通过在用户进行二次查询或多次查询时提供用户接入过的自媒体新闻以外的自媒体新闻,能够保证用户在每次查询过程中接触到不同的新闻,为用户呈现具有更多丰富内容的新闻,实现更优化的搜索引擎搜索结果推荐。According to the embodiment of the present invention, by providing self-media news other than the self-media news accessed by the user when the user performs the second query or the multiple query, it is ensured that the user contacts different news in each query process, Users present news with more rich content to achieve more optimized search engine search results recommendations.
<装置><device>
在本实施例中,提供一种搜索结果推荐设备600,如图6所示,该推荐设备600可以包括:识别单元610、提供单元620,可选地,还包括获取单元630、计算单元640、替换单元650,用于实施本实施例中提供的任意一项搜索结果推荐方法,在此不再赘述。In this embodiment, a search result recommendation device 600 is provided. As shown in FIG. 6 , the recommendation device 600 may include: an identification unit 610, a providing unit 620, and optionally, an obtaining unit 630, a calculating unit 640, The replacement unit 650 is configured to implement any one of the search result recommendation methods provided in this embodiment, and details are not described herein again.
搜索结果推荐设备600,包括:The search result recommendation device 600 includes:
识别单元610,用于根据用户的查询关键词,识别是否为用户提供自媒体新闻;以及The identifying unit 610 is configured to identify whether to provide self-media news for the user according to the query keyword of the user;
提供单元620,用于在识别出为用户提供自媒体新闻的情况下,提供至少一部分搜索结果为匹配所述查询关键词的自媒体新闻。The providing unit 620 is configured to provide at least a part of the search result as the self-media news matching the query keyword, if the self-media news is provided for the user.
可选地,所述识别单元610包括:Optionally, the identifying unit 610 includes:
用于获取已存储在搜索引擎的索引中的自媒体新闻的装置;Means for obtaining self-media news that has been stored in an index of a search engine;
用于计算所述索引中的自媒体新闻与用户的查询关键词相匹配的数量,以及当所述数量大于设定值时识别出为用户提供自媒体新闻的装置。Means for calculating the number of self-media news in the index that matches the query keyword of the user, and identifying the device that provides the user with the media news when the number is greater than the set value.
进一步可选地,所述搜索结果推荐设备600,还包括:Further, the search result recommendation device 600 further includes:
获取单元630,用于以搜索引擎与自媒体合作、自媒体自荐或搜索引擎抓取其中至少一种方式获取自媒体新闻,并存储在所述搜索引擎的索引中。The obtaining unit 630 is configured to obtain the self-media news by using at least one of a search engine collaborating with the self media, self media recommendation, or search engine crawling, and stored in an index of the search engine.
可选地,所述提供单元620包括:Optionally, the providing unit 620 includes:
用于从所述匹配所述查询关键词的自媒体新闻中随机选取符合预定数目的自媒体新闻,以作为所述至少一部分搜索结果提供的装置。And means for randomly selecting, from the self-media news matching the query keyword, a predetermined number of self-media news to be provided as the at least a part of the search result.
进一步可选地,所述搜索结果推荐设备600还包括:Further optionally, the search result recommendation device 600 further includes:
计算单元,用于根据用户的查询关键词与待选自媒体新闻的相关度、待选自媒体新闻提供后用户的点击量、用户对待选自媒体新闻的偏好度、和/或待选自媒体新闻的文章质量和权威性的综合分值,计算获取所述随机选取使用的概率值。a calculating unit, configured to select, according to a query keyword of the user, a degree of relevance to be selected from the media news, a click amount of the user to be selected after the media news is provided, a preference of the user to be selected from the media news, and/or to be selected from the media The article's quality and authoritative composite scores are calculated, and the probability values used for the random selection are calculated.
可选地,所述用户对待选自媒体新闻的偏好度根据用户接入过的新闻来设定。Optionally, the preference of the user to be selected from the media news is set according to news accessed by the user.
可选地,所述提供单元620还包括:Optionally, the providing unit 620 further includes:
用于响应于用户发出的刷新当前搜索结果的指令,提供所述至少一部分搜索结果为匹配所述查询关键词并且距离与所述刷新指令对应的时间点在时间上最近的自媒体新闻的装置。And means for providing, at least a portion of the search result, a self-media news that matches the query keyword and is temporally closest to a time point corresponding to the refresh command in response to an instruction issued by the user to refresh the current search result.
进一步可选地,以最优先的方式,提供所述匹配所述查询关键词并且距离与所述刷新指令对应的时间点在时间上最近的自媒体新闻。Further optionally, in the most preferential manner, the self-media news that matches the query keyword and is temporally closest to the time point corresponding to the refresh instruction is provided.
可选地,所述提供单元620还包括:Optionally, the providing unit 620 further includes:
响应于用户针对相同的查询关键词再次发出的查询请求,提供所述至少一部分搜索结果为前次查询中接入过的自媒体新闻以外的自媒体新闻的装置。In response to the query request re-issued by the user for the same query keyword, the at least one portion of the search result is provided as a device for self-media news other than the media news accessed in the previous query.
可选地,所述搜索结果推荐设备600,还包括:Optionally, the search result recommendation device 600 further includes:
替换单元,用于提供所述至少一部分搜索结果以替换满足预定时间条件的非自媒体新闻。And a replacement unit, configured to provide the at least one part of the search result to replace the non-self-media news that meets the predetermined time condition.
进一步可选地,所述预定时间条件包括比用户输入查询关键词的时间点早的预定时间。Further optionally, the predetermined time condition includes a predetermined time earlier than a time point at which the user inputs the query keyword.
本领域技术人员应当明白,可以通过各种方式来实现搜索结果推荐设备600。例如,可以通过指令配置处理器来实现搜索结果推荐设备600。例如,可以将指令存储在ROM中,并且当启动设备时,将指令从ROM读取到可编程器件中来实现搜索结果推荐设备600。例如,可以将搜索结果推荐设备600固化到专用器件(例如ASIC)中。可以将搜索结果推荐设备600分成相互独立的单元,或者可以将它们合并在一起实现。搜索结果推荐设备600可以通过上述各种实现方式中的一种来实现,或者可以通过上述各种实现方式中的两种或更多种方式的组合来实现。Those skilled in the art will appreciate that the search result recommendation device 600 can be implemented in a variety of ways. For example, the search result recommendation device 600 can be implemented by an instruction configuration processor. For example, the instructions may be stored in the ROM, and when the device is booted, the instructions are read from the ROM into the programmable device to implement the search result recommendation device 600. For example, the search result recommendation device 600 can be cured into a dedicated device (eg, an ASIC). The search result recommendation device 600 can be divided into mutually independent units, or they can be implemented together. The search result recommendation device 600 may be implemented by one of the various implementations described above, or may be implemented by a combination of two or more of the various implementations described above.
<产品><product>
在本实施例中,提供一种搜索引擎700。图7示出根据本发明实施例的搜索引擎的示意性框图。In the present embodiment, a search engine 700 is provided. FIG. 7 shows a schematic block diagram of a search engine in accordance with an embodiment of the present invention.
如图7所示,本发明的搜索引擎700至少包括本实施中提供的任意一项搜索结果的推荐设备600。As shown in FIG. 7, the search engine 700 of the present invention includes at least a recommendation device 600 of any one of the search results provided in the present embodiment.
在本实施例中,搜素引擎700可以设置于浏览器或者具有网络浏览功能的应用中,或者,搜索引擎700可以是浏览器形式实现或者网络浏览应用形式实现。In this embodiment, the search engine 700 may be disposed in a browser or an application having a web browsing function, or the search engine 700 may be implemented in a browser form or a web browsing application form.
<实体设备><physical device>
在本实施例中,还提供一种电子设备800。图8示出根据本发明实施例的计算设备的示意性框图。In the embodiment, an electronic device 800 is also provided. FIG. 8 shows a schematic block diagram of a computing device in accordance with an embodiment of the present invention.
如图8所示,本发明的计算设备800可以包括存储器和处理器,其中,所述存储器用于存储指令,所述指令用于控制所述处理器进行操作以执行根据本实施例提供的任意一项的搜索结果推荐方法。As shown in FIG. 8, computing device 800 of the present invention can include a memory and a processor, wherein the memory is for storing instructions for controlling the processor to operate to perform any of the operations provided in accordance with the present embodiment. A search result recommendation method.
例如,电子设备800可以是手机、台式电脑、笔记本电脑、平板电脑等。For example, the electronic device 800 can be a cell phone, a desktop computer, a notebook computer, a tablet computer, or the like.
具体地,如图8所示,电子设备800可以包括处理器810、存储器820、接口装置830、通信装置840、显示装置850、输入装置860、扬声器870、麦克风880等等。其中,处理器810可以是中央处理器CPU、微处理器MCU 等。存储器820例如包括ROM(只读存储器)、RAM(随机存取存储器)、诸如硬盘的非易失性存储器等。接口装置830例如包括USB接口、耳机接口等。通信装置840例如能够进行有线或无线通信。显示装置850例如是液晶显示屏、触摸显示屏等。输入装置860例如可以包括触摸屏、体感输入等。用户可以通过扬声器870和麦克风880输入/输出语音信息。Specifically, as shown in FIG. 8, the electronic device 800 may include a processor 810, a memory 820, an interface device 830, a communication device 840, a display device 850, an input device 860, a speaker 870, a microphone 880, and the like. The processor 810 can be a central processing unit CPU, a microprocessor MCU, or the like. The memory 820 includes, for example, a ROM (Read Only Memory), a RAM (Random Access Memory), a nonvolatile memory such as a hard disk, and the like. The interface device 830 includes, for example, a USB interface, a headphone jack, and the like. The communication device 840 can perform, for example, wired or wireless communication. The display device 850 is, for example, a liquid crystal display, a touch display, or the like. Input device 860 can include, for example, a touch screen, a somatosensory input, and the like. The user can input/output voice information through the speaker 870 and the microphone 880.
图8所示的电子设备仅仅是说明性的并且决不意味着对本发明、其应用或使用的任何限制。应用于本发明的实施例中,电子设备800的所述存储器820用于存储指令,所述指令用于控制所述处理器810进行操作以执行本发明实施例提供的任意一项省电方法。本领域技术人员应当理解,尽管在图1中对电子设备800示出了多个装置,但是,本发明可以仅涉及其中的部分装置,例如,电子设备800只涉及处理器810和存储装置820。技术人员可以根据本发明所公开方案设计指令。指令如何控制处理器进行操作,这是本领域公知,故在此不再详细描述。The electronic device shown in Figure 8 is merely illustrative and is in no way meant to limit the invention, its application or use. In an embodiment of the present invention, the memory 820 of the electronic device 800 is configured to store instructions for controlling the processor 810 to operate to perform any of the power saving methods provided by the embodiments of the present invention. It will be understood by those skilled in the art that although a plurality of devices are shown for electronic device 800 in FIG. 1, the present invention may relate only to some of the devices therein, for example, electronic device 800 only relates to processor 810 and storage device 820. A technician can design instructions in accordance with the disclosed aspects of the present invention. How the instructions control the processor for operation is well known in the art and will not be described in detail herein.
本领域技术人员公知的是,随着诸如大规模集成电路技术的电子信息技术的发展和软件硬件化的趋势,要明确划分计算机系统软、硬件界限已经显得比较困难了。因为,任何操作可以软件来实现,也可以由硬件来实现。任何指令的执行可以由硬件完成,同样也可以由软件来完成。对于某一机器功能采用硬件实现方案还是软件实现方案,取决于价格、速度、可靠性、存储容量、变更周期等非技术性因素。因此,对于电子信息技术领域的普通技术人员来说,更为直接和清楚地描述一个技术方案的方式是描述该方案中的各个操作。在知道所要执行的操作的情况下,本领域技术人员可以基于对所述非技术性因素的考虑直接设计出期望的产品。It is well known to those skilled in the art that with the development of electronic information technology such as large scale integrated circuit technology and the trend of software hardware, it has become difficult to clearly define the software and hardware boundaries of computer systems. Because any operation can be implemented in software, it can also be implemented by hardware. Execution of any instruction can be done by hardware, as well as by software. Whether a hardware implementation or a software implementation is used for a certain machine function depends on non-technical factors such as price, speed, reliability, storage capacity, and change cycle. Thus, one of ordinary skill in the art of electronic information technology, a more direct and clear way of describing a technical solution is to describe the various operations in the solution. Those skilled in the art can directly design the desired product based on consideration of the non-technical factors, knowing the operation to be performed.
根据本发明实施例,还提供了一种非暂时性机器可读存储介质,其上存储有可执行代码,当所述可执行代码被电子设备的处理器执行时,使所述处理器执行根据本发明的搜索结果推荐方法。According to an embodiment of the present invention, there is also provided a non-transitory machine readable storage medium having stored thereon executable code that, when executed by a processor of an electronic device, causes the processor to perform The search result recommendation method of the present invention.
本发明可以是系统、方法和/或计算机程序产品。计算机程序产品可以包括计算机可读存储介质,其上载有用于使处理器实现本发明的各个方面的计算机可读程序指令。The invention can be a system, method and/or computer program product. The computer program product can comprise a computer readable storage medium having computer readable program instructions embodied thereon for causing a processor to implement various aspects of the present invention.
计算机可读存储介质可以是可以保持和存储由指令执行设备使用的 指令的有形设备。计算机可读存储介质例如可以是――但不限于――电存储设备、磁存储设备、光存储设备、电磁存储设备、半导体存储设备或者上述的任意合适的组合。计算机可读存储介质的更具体的例子(非穷举的列表)包括:便携式计算机盘、硬盘、随机存取存储器(RAM)、只读存储器(ROM)、可擦式可编程只读存储器(EPROM或闪存)、静态随机存取存储器(SRAM)、便携式压缩盘只读存储器(CD-ROM)、数字多功能盘(DVD)、记忆棒、软盘、机械编码设备、例如其上存储有指令的打孔卡或凹槽内凸起结构、以及上述的任意合适的组合。这里所使用的计算机可读存储介质不被解释为瞬时信号本身,诸如无线电波或者其他自由传播的电磁波、通过波导或其他传输媒介传播的电磁波(例如,通过光纤电缆的光脉冲)、或者通过电线传输的电信号。The computer readable storage medium can be a tangible device that can hold and store the instructions used by the instruction execution device. The computer readable storage medium can be, for example, but not limited to, an electrical storage device, a magnetic storage device, an optical storage device, an electromagnetic storage device, a semiconductor storage device, or any suitable combination of the foregoing. More specific examples (non-exhaustive list) of computer readable storage media include: portable computer disks, hard disks, random access memory (RAM), read only memory (ROM), erasable programmable read only memory (EPROM) Or flash memory), static random access memory (SRAM), portable compact disk read only memory (CD-ROM), digital versatile disk (DVD), memory stick, floppy disk, mechanical encoding device, for example, with instructions stored thereon A raised structure in the hole card or groove, and any suitable combination of the above. A computer readable storage medium as used herein is not to be interpreted as a transient signal itself, such as a radio wave or other freely propagating electromagnetic wave, an electromagnetic wave propagating through a waveguide or other transmission medium (eg, a light pulse through a fiber optic cable), or through a wire The electrical signal transmitted.
这里所描述的计算机可读程序指令可以从计算机可读存储介质下载到各个计算/处理设备,或者通过网络、例如因特网、局域网、广域网和/或无线网下载到外部计算机或外部存储设备。网络可以包括铜传输电缆、光纤传输、无线传输、路由器、防火墙、交换机、网关计算机和/或边缘服务器。每个计算/处理设备中的网络适配卡或者网络接口从网络接收计算机可读程序指令,并转发该计算机可读程序指令,以供存储在各个计算/处理设备中的计算机可读存储介质中。The computer readable program instructions described herein can be downloaded from a computer readable storage medium to various computing/processing devices or downloaded to an external computer or external storage device over a network, such as the Internet, a local area network, a wide area network, and/or a wireless network. The network may include copper transmission cables, fiber optic transmissions, wireless transmissions, routers, firewalls, switches, gateway computers, and/or edge servers. A network adapter card or network interface in each computing/processing device receives computer readable program instructions from the network and forwards the computer readable program instructions for storage in a computer readable storage medium in each computing/processing device .
用于执行本发明操作的计算机程序指令可以是汇编指令、指令集架构(ISA)指令、机器指令、机器相关指令、微代码、固件指令、状态设置数据、或者以一种或多种编程语言的任意组合编写的源代码或目标代码,所述编程语言包括面向对象的编程语言—诸如Smalltalk、C++等,以及常规的过程式编程语言—诸如“C”语言或类似的编程语言。计算机可读程序指令可以完全地在用户计算机上执行、部分地在用户计算机上执行、作为一个独立的软件包执行、部分在用户计算机上部分在远程计算机上执行、或者完全在远程计算机或服务器上执行。在涉及远程计算机的情形中,远程计算机可以通过任意种类的网络—包括局域网(LAN)或广域网(WAN)—连接到用户计算机,或者,可以连接到外部计算机(例如利用因特网服务提供商来通过因特网连接)。在一些实施例中,通过利用计算机可读程序指令 的状态信息来个性化定制电子电路,例如可编程逻辑电路、现场可编程门阵列(FPGA)或可编程逻辑阵列(PLA),该电子电路可以执行计算机可读程序指令,从而实现本发明的各个方面。Computer program instructions for performing the operations of the present invention may be assembly instructions, instruction set architecture (ISA) instructions, machine instructions, machine related instructions, microcode, firmware instructions, state setting data, or in one or more programming languages. Source code or object code written in any combination, including object oriented programming languages such as Smalltalk, C++, etc., as well as conventional procedural programming languages such as the "C" language or similar programming languages. The computer readable program instructions can execute entirely on the user's computer, partly on the user's computer, as a stand-alone software package, partly on the user's computer, partly on the remote computer, or entirely on the remote computer or server. carried out. In the case of a remote computer, the remote computer can be connected to the user's computer through any kind of network, including a local area network (LAN) or wide area network (WAN), or can be connected to an external computer (eg, using an Internet service provider to access the Internet) connection). In some embodiments, the customized electronic circuit, such as a programmable logic circuit, a field programmable gate array (FPGA), or a programmable logic array (PLA), can be customized by utilizing state information of computer readable program instructions. Computer readable program instructions are executed to implement various aspects of the present invention.
这里参照根据本发明实施例的方法、装置(系统)和计算机程序产品的流程图和/或框图描述了本发明的各个方面。应当理解,流程图和/或框图的每个方框以及流程图和/或框图中各方框的组合,都可以由计算机可读程序指令实现。Aspects of the present invention are described herein with reference to flowchart illustrations and/or block diagrams of methods, apparatus, and computer program products according to embodiments of the invention. It will be understood that each block of the flowchart illustrations and/or block diagrams, and combinations of blocks in the flowcharts and/or block diagrams can be implemented by computer readable program instructions.
这些计算机可读程序指令可以提供给通用计算机、专用计算机或其它可编程数据处理装置的处理器,从而生产出一种机器,使得这些指令在通过计算机或其它可编程数据处理装置的处理器执行时,产生了实现流程图和/或框图中的一个或多个方框中规定的功能/动作的装置。也可以把这些计算机可读程序指令存储在计算机可读存储介质中,这些指令使得计算机、可编程数据处理装置和/或其他设备以特定方式工作,从而,存储有指令的计算机可读介质则包括一个制造品,其包括实现流程图和/或框图中的一个或多个方框中规定的功能/动作的各个方面的指令。The computer readable program instructions can be provided to a general purpose computer, a special purpose computer, or a processor of other programmable data processing apparatus to produce a machine such that when executed by a processor of a computer or other programmable data processing apparatus Means for implementing the functions/acts specified in one or more of the blocks of the flowcharts and/or block diagrams. The computer readable program instructions can also be stored in a computer readable storage medium that causes the computer, programmable data processing device, and/or other device to operate in a particular manner, such that the computer readable medium storing the instructions includes An article of manufacture that includes instructions for implementing various aspects of the functions/acts recited in one or more of the flowcharts.
也可以把计算机可读程序指令加载到计算机、其它可编程数据处理装置、或其它设备上,使得在计算机、其它可编程数据处理装置或其它设备上执行一系列操作步骤,以产生计算机实现的过程,从而使得在计算机、其它可编程数据处理装置、或其它设备上执行的指令实现流程图和/或框图中的一个或多个方框中规定的功能/动作。The computer readable program instructions can also be loaded onto a computer, other programmable data processing device, or other device to perform a series of operational steps on a computer, other programmable data processing device or other device to produce a computer-implemented process. Thus, instructions executed on a computer, other programmable data processing apparatus, or other device implement the functions/acts recited in one or more of the flowcharts and/or block diagrams.
附图中的流程图和框图显示了根据本发明的多个实施例的系统、方法和计算机程序产品的可能实现的体系架构、功能和操作。在这点上,流程图或框图中的每个方框可以代表一个模块、程序段或指令的一部分,所述模块、程序段或指令的一部分包含一个或多个用于实现规定的逻辑功能的可执行指令。在有些作为替换的实现中,方框中所标注的功能也可以以不同于附图中所标注的顺序发生。例如,两个连续的方框实际上可以基本并行地执行,它们有时也可以按相反的顺序执行,这依所涉及的功能而定。也要注意的是,框图和/或流程图中的每个方框、以及框图和/或流程图中的方框的组合,可以用执行规定的功能或动作的专用的基于硬件的系统来 实现,或者可以用专用硬件与计算机指令的组合来实现。对于本领域技术人员来说公知的是,通过硬件方式实现、通过软件方式实现以及通过软件和硬件结合的方式实现都是等价的。虽然已经通过例子对本发明的一些特定实施例进行了详细说明,但是本领域的技术人员应该理解,以上例子仅是为了进行说明,而不是为了限制本发明的范围。本领域的技术人员应该理解,可在不脱离本发明的范围和精神的情况下,对以上实施例进行修改。本发明的范围由所附权利要求来限定。The flowchart and block diagrams in the Figures illustrate the architecture, functionality, and operation of possible implementations of systems, methods, and computer program products according to various embodiments of the invention. In this regard, each block in the flowchart or block diagram can represent a module, a program segment, or a portion of an instruction that includes one or more components for implementing the specified logical functions. Executable instructions. In some alternative implementations, the functions noted in the blocks may also occur in a different order than those illustrated in the drawings. For example, two consecutive blocks may be executed substantially in parallel, and they may sometimes be executed in the reverse order, depending upon the functionality involved. It is also noted that each block of the block diagrams and/or flowcharts, and combinations of blocks in the block diagrams and/or flowcharts, can be implemented in a dedicated hardware-based system that performs the specified function or function. Or it can be implemented by a combination of dedicated hardware and computer instructions. It is well known to those skilled in the art that implementation by hardware, implementation by software, and implementation by a combination of software and hardware are equivalent. While the invention has been described in detail with reference to the preferred embodiments of the present invention, it is understood that It will be appreciated by those skilled in the art that the above embodiments may be modified without departing from the scope and spirit of the invention. The scope of the invention is defined by the appended claims.
Claims (11)
- 一种搜索结果推荐方法,其特征在于,包括以下步骤:A search result recommendation method, comprising the steps of:根据用户的查询关键词,识别是否为用户提供自媒体新闻;以及Identify whether to provide self-media news to the user based on the user's query keyword;在识别出为用户提供自媒体新闻的情况下,提供至少一部分搜索结果为匹配所述查询关键词的自媒体新闻。In the case where it is recognized that the user is provided with self-media news, at least a portion of the search results are provided as self-media news matching the query keywords.
- 如权利要求1所述的方法,其特征在于,所述识别是否为用户提供自媒体新闻包括以下步骤:The method of claim 1 wherein said identifying whether to provide self-media news to a user comprises the steps of:获取已存储在搜索引擎的索引中的自媒体新闻;以及Get self-media news that has been stored in the index of the search engine;计算所述索引中的自媒体新闻与用户的查询关键词相匹配的数量,在所述数量大于设定值的情况下识别出为用户提供自媒体新闻。The number of self-media news in the index matching the query keyword of the user is calculated, and if the number is greater than the set value, the self-media news is provided for the user.
- 如权利要求2所述的方法,其特征在于,还包括:The method of claim 2, further comprising:以搜索引擎与自媒体合作、自媒体自荐或搜索引擎抓取其中至少一种方式获取自媒体新闻,并存储在所述搜索引擎的索引中。The self-media news is obtained by the search engine in cooperation with the self-media, from the media self-recommendation or the search engine, and is stored in the index of the search engine.
- 如权利要求1-3中任意一项所述的方法,其特征在于,所述提供至少一部分搜索结果为匹配所述查询关键词的自媒体新闻的步骤包括:The method of any of claims 1-3, wherein the step of providing at least a portion of the search results as self-media news matching the query keywords comprises:从所述匹配所述查询关键词的自媒体新闻中随机选取符合预定数目的自媒体新闻,以作为所述至少一部分搜索结果提供。Selecting a predetermined number of self-media news from the self-media news matching the query keyword to provide as the at least a part of the search result.
- 一种搜索结果推荐设备,其特征在于,包括:A search result recommendation device, comprising:识别单元,用于根据用户的查询关键词,识别是否为用户提供自媒体新闻;以及a identifying unit, configured to identify whether to provide self-media news for the user according to the query keyword of the user;提供单元,用于在识别出为用户提供自媒体新闻的情况下,提供至少一部分搜索结果为匹配所述查询关键词的自媒体新闻。And a providing unit, configured to provide at least a part of the search result as self-media news matching the query keyword, if the self-media news is provided for the user.
- 如权利要求5所述的设备,其特征在于,所述识别单元包括:The device according to claim 5, wherein the identification unit comprises:用于获取已存储在搜索引擎的索引中的自媒体新闻的装置;Means for obtaining self-media news that has been stored in an index of a search engine;用于计算所述索引中的自媒体新闻与用户的查询关键词相匹配的数量,在所述数量大于设定值的情况下识别出为用户提供自媒体新闻的装置。And means for calculating the number of self-media news in the index that matches the query keyword of the user, and identifying the device for providing the user with the media news if the number is greater than the set value.
- 如权利要求5所述的设备,其特征在于,还包括:The device of claim 5, further comprising:获取单元,用于以搜索引擎与自媒体合作、自媒体自荐或搜索引擎抓取其中至少一种方式获取自媒体新闻,并存储在所述搜索引擎的索引中。The obtaining unit is configured to obtain the self-media news by using at least one of a search engine collaborating with the self media, self media recommendation, or search engine crawling, and stored in an index of the search engine.
- 如权利要求5-7中任意一项所述的设备,其特征在于所述提供单元包括:The apparatus of any of claims 5-7, wherein the providing unit comprises:用于从所述匹配所述查询关键词的自媒体新闻中随机选取符合预定数目的自媒体新闻,以作为所述至少一部分搜索结果提供的装置。And means for randomly selecting, from the self-media news matching the query keyword, a predetermined number of self-media news to be provided as the at least a part of the search result.
- 一种搜索引擎,其特征在于,至少包括如权利要求5-8中任意一项所述的搜索结果推荐设备。A search engine characterized by comprising at least the search result recommendation device according to any one of claims 5-8.
- 一种电子设备,其特征在于,包括存储器和处理器,An electronic device, comprising: a memory and a processor,其中,所述存储器用于存储指令,所述指令用于控制所述处理器进行操作以执行根据权利要求1-4中任意一项所述的搜索结果推荐方法。The memory is configured to store an instruction for controlling the processor to operate to perform the search result recommendation method according to any one of claims 1-4.
- 一种非暂时性机器可读存储介质,其上存储有可执行代码,当所述可执行代码被电子设备的处理器执行时,使所述处理器执行如权利要求1至4中任意一项所述的搜索结果推荐方法。A non-transitory machine readable storage medium having stored thereon executable code that, when executed by a processor of an electronic device, causes the processor to perform any of claims 1 to 4 The search result recommendation method described.
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