CN103955480A - Method and equipment for determining target object information corresponding to user - Google Patents

Method and equipment for determining target object information corresponding to user Download PDF

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Publication number
CN103955480A
CN103955480A CN 201410131462 CN201410131462A CN103955480A CN 103955480 A CN103955480 A CN 103955480A CN 201410131462 CN201410131462 CN 201410131462 CN 201410131462 A CN201410131462 A CN 201410131462A CN 103955480 A CN103955480 A CN 103955480A
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information
target
object
user
corresponding
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CN 201410131462
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Chinese (zh)
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代大攀
樊开元
姚旭
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百度在线网络技术(北京)有限公司
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    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/30Information retrieval; Database structures therefor ; File system structures therefor
    • G06F17/3061Information retrieval; Database structures therefor ; File system structures therefor of unstructured textual data
    • G06F17/30699Filtering based on additional data, e.g. user or group profiles
    • G06F17/30702Profile generation, learning or modification
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/30Information retrieval; Database structures therefor ; File system structures therefor
    • G06F17/30861Retrieval from the Internet, e.g. browsers
    • G06F17/30864Retrieval from the Internet, e.g. browsers by querying, e.g. search engines or meta-search engines, crawling techniques, push systems
    • G06F17/30867Retrieval from the Internet, e.g. browsers by querying, e.g. search engines or meta-search engines, crawling techniques, push systems with filtering and personalisation

Abstract

The invention aims to provide a method and equipment for determining target object information corresponding to a user in a resource information database. Processing equipment performs match inquiring in the resource information database according to an index word of the user to obtain candidate target object information corresponding to the index word, retrieval application information corresponding to the candidate target object information is determined according to corresponding retrieval log information of the user under the index word, and the target object information corresponding to the user in the resource information database is determined according to one or more pieces of candidate target object information and the retrieval application information. Compared with the prior art, the method and the equipment have the advantages that the target object information is obtained in a specific resource range, the accuracy and completeness of the obtained target object information are improved, the target object information obtaining efficiency is improved, further services such as personalized recommendation are accurately performed for the user, and the user experience is improved.

Description

一种用于确定用户所对应的目标对象信息的方法与设备 Method and apparatus for determining the target object corresponding to the user information for

技术领域 FIELD

[0001] 本发明涉及互联网领域,尤其涉及一种用于确定用户在资源信息库中所对应的目标对象信息的技术。 [0001] The present invention relates to the field of the Internet, in particular art audience user information in the resource repository corresponding method for determining.

背景技术 Background technique

[0002] 当前,对于用户的目标对象信息(如用户的兴趣点)的确定,主要是通过文本分析或专名识别的方法进行。 [0002] Currently, for determining the target object information of the user (e.g., user's points of interest), mainly text analysis or by the method of proper name recognition. 所述文本分析方法,是指将所有用户的检索词信息、以及用户查看网页的标题和正文中的文本信息收集起来,采用潜在语言模型或者文本聚类的方法建立N个目标对象信息,然后分别计算每个用户在每个目标对象信息上的兴趣程度或者直接将所述N个目标对象信息作为每个用户所拥有的目标对象信息;所述专名识别方法,是指首先建立一个专名词典(如电影名称),然后从用户搜索的检索词中匹配词典中的专有名词,若能匹配则表明用户对该专名感兴趣,从而将所述专名作为用户的目标对象信息。 The text analysis method is a method to text messages and text search terms title information for all users, and users to view web pages in the collected, the potential use of language or text clustering model build N target object information, and then were each user calculates the degree of interest in each target object information or directly to the N target audiences as the object information owned by each user information; the spot name identification, refers to first establish a proper name dictionary (such as the movie name), and then matching the search terms the user searched the dictionary proper nouns, if it matches the user has shown interest in proper names, so that the proper name of the user as the target object information.

[0003] 然而,所述文本分析方法反映出的用户的目标对象信息(如用户的兴趣点)不够明确和具体,只能从文本层面用聚类簇这种抽象的概念来描述用户对哪些词语感兴趣,无法准确描述用户对某一类实体(电影、电视剧、动漫、综艺等)的兴趣。 [0003] However, the user of the target object information reflected in the text analysis method (such as the user's point of interest) was not sufficiently clear and specific, only the text from the level of this abstract concept to describe the cluster of clusters which words users interest, can not describe the user's interest in a certain type of entity (film, television, animation, variety, etc.) are accurate. 所述专名识别方法可以将用户的目标对象信息(如用户的兴趣点)描述到实体专名的层次,但是由于一词多义性的原因,单纯从检索词中匹配专名的方法准确性不高,容易造成用户兴趣点识别错误;另外,由于同名、别名的存在,许多用户兴趣点也可能会被遗漏。 The method according to proper name identification method might target user information (such as the user's point of interest) to describe the entity level proper names, but due to the ambiguity of the word, simply match the proper name from the search word accuracy not high, likely to cause the user point of interest recognition errors; in addition, because of the same name, there is an alias, many users point of interest may also be missing.

发明内容 SUMMARY

[0004] 本发明的目的是提供一种用于确定用户在资源信息库中所对应的目标对象信息的方法与设备。 [0004] The object of the present invention is to provide a method and apparatus for audiences in the resource repository user corresponding information for determining.

[0005] 根据本发明的一个方面,提供了一种用于确定用户在资源信息库中所对应的目标对象信息的方法,其中,该方法包括以下步骤: [0005] In accordance with one aspect of the invention, there is provided a method of determining the target object in the user information database corresponding to the resource information is provided, wherein the method comprises the steps of:

[0006] a根据用户的检索词,在资源信息库中进行匹配查询,以获得与所述检索词相对应的一个或多个候选目标对象信息; [0006] a, matching resource information database query based on the search terms in the user to obtain the search word corresponding to the one or more candidate target object information;

[0007] b根据所述用户在所述检索词下所对应的检索日志信息,确定所述候选目标对象信息所对应的检索应用信息,其中,所述检索应用信息包括所述候选目标对象信息在所述检索日志信息中的一个或多个应用维度信息; [0007] b according to the user at the search term corresponding to the retrieved log information, retrieve application information to determine the candidate information corresponding to the target object, wherein the application information comprises retrieving the candidate target object information the search log information or a plurality of applications dimension information;

[0008] c根据所述一个或多个候选目标对象信息,并结合所述检索应用信息,确定所述用户在所述资源信息库中所对应的目标对象信息。 [0008] c according to the one or more candidate target object information, and application information in conjunction with the search, the target object is determined in the resource information of the user corresponding to the repository.

[0009] 根据本发明的另一方面,还提供了一种用于确定用户在资源信息库中所对应的目标对象信息的处理设备,其中,该设备包括: [0009] According to another aspect of the present invention, there is provided apparatus for processing a target object is determined in the user information database corresponding to the resource information is provided, wherein the apparatus comprises:

[0010] 匹配装置,用于根据用户的检索词,在资源信息库中进行匹配查询,以获得与所述检索词相对应的一个或多个候选目标对象信息; [0010] matching means for matching the query at a resource information database based on the search terms the user to obtain the search word corresponding to the one or more candidate target object information;

[0011] 维度确定装置,用于根据所述用户在所述检索词下所对应的检索日志信息,确定所述候选目标对象信息所对应的检索应用信息,其中,所述检索应用信息包括所述候选目标对象信息在所述检索日志信息中的一个或多个应用维度信息; [0011] dimension determining means, for retrieving the log information according to the user at the corresponding search term, information retrieval application determines the candidate object information corresponding to the target, wherein the application information comprises retrieving the candidate target object information in the search log information in one or more applications dimension information;

[0012] 对象确定装置,用于根据所述一个或多个候选目标对象信息,并结合所述检索应用信息,确定所述用户在所述资源信息库中所对应的目标对象信息。 [0012] The object determining means for candidate target object information based on the one or more, in combination with the retrieving application information, the target object is determined in the resource information of the user corresponding to the repository.

[0013] 与现有技术相比,本发明通过根据用户的检索词,在资源信息库中进行匹配查询,以获得与所述检索词相对应的一个或多个候选目标对象信息,再根据所述用户在所述检索词下所对应的检索日志信息,确定所述候选目标对象信息所对应的包含一个或多个应用维度的检索应用信息,最后根据所述一个或多个候选目标对象信息,并结合所述检索应用信息,确定所述用户在所述资源信息库中所对应的目标对象信息;从而实现了在特定资源范围内的对所述目标对象信息的获取,提高了所获取的目标对象信息的准确性与完整性,提高了获取目标对象信息的效率,进而准确地对用户进行如个性化推荐等服务,改善了用户体验。 [0013] Compared with the prior art, the present invention, in the resource matching the query information database according to the user's search terms, in order to obtain one or more candidate target object information corresponding to the search word, and then in accordance with the retrieving said user in the search log information corresponding to the word, the candidate comprises determining a dimension or more applications to retrieve application information corresponding to the information of the target object, the target object is the last candidate information from the one or more, and combining the search application information, determining target object in the resource information of the user corresponding repository; enabling access to the information on the target object is within a specific range of resources and improve the acquired target the accuracy and completeness of the object information to improve the efficiency of information acquisition target object, the user is then accurately as personalized recommendations and other services to improve the user experience. [0014] 而且,本发明还可以根据用户的检索词,在资源信息库中进行匹配查询,以获得与所述检索词相对应的一个或多个候选资源信息,根据所述候选资源信息,确定与所述检索词相对应的一个或多个候选目标对象信息;从而从多个角度来确定候选目标对象信息,进一步实现了在特定资源范围内的对所述目标对象信息的获取,提高了所获取的目标对象信息的准确性与完整性,提高了获取目标对象信息的效率,进而准确地对用户进行如个性化推荐等服务,改善了用户体验。 [0014] Further, the present invention can also be carried out according to the user's search term matching the query resource information base, to obtain one or more resource candidate information corresponding to the search word, based on the candidate resource information, determining the search word corresponding to the one or more candidate target object information; determining a plurality of angles so that the candidate target object information is further achieved of obtaining information on the target object within a specific range of resources, the improved the accuracy and completeness of the target object information acquired to improve the efficiency of information acquisition target object, the user is then accurately as personalized recommendations and other services to improve the user experience.

[0015] 而且,本发明还可以根据所述用户在所述检索词下所对应的检索日志信息,确定与所述候选目标对象信息相关联的一个或多个访问对象信息,根据所述访问对象信息,确定所述候选目标对象信息所对应的检索应用信息;进一步地,根据所述用户在所述检索词下所对应的检索日志信息,结合所述资源信息库,确定与所述候选目标对象信息相关联的一个或多个访问对象信息;从而通过根据所确定的访问对象信息,来确定所述候选目标对象信息所对应的包含一个或多个应用维度的检索应用信息,进一步地实现了实现了在特定资源范围内的对所述目标对象信息的获取,提高了所获取的目标对象信息的准确性与完整性,提高了获取目标对象信息的效率,进而准确地对用户进行如个性化推荐等服务,改善了用户体验。 [0015] Further, according to the present invention may also be a user at the search term corresponding to the retrieved log information, determining one or more access objects with the candidate information object information associated with the target, according to the access subject information retrieval applications to determine the candidate information corresponding to the target object information; further, according to the user at the search term corresponding to the retrieved log information, in conjunction with the resource information repository, and determining the candidate target objects one or more access objects associated information; thus according to the determined access subject information to the object information corresponding to the target candidate contains a plurality of applications or application information retrieval is determined by the dimensions, further realized its acquiring specific resource within the range of the target object information to improve the accuracy and completeness of the information of the target object obtained, improving the efficiency of obtaining information on the target object, the user further exactly as personalized recommendation and other services to improve the user experience.

[0016] 优选地,本发明还可以根据所述一个或多个候选目标对象信息,并结合所述检索应用信息,确定所述用户在所述资源信息库中所对应的一个或多个第一初选目标对象信息,根据所述一个或多个第一初选目标对象信息,确定所述用户在所述资源信息库中所对应的目标对象信息;从而通过对第一初选目标对象信息的筛选、映射、整合等,选出更为精准的、符合用户需求的目标对象信息,实现了在特定资源范围内的对所述目标对象信息的获取,提闻了所获取的目标对象ί目息的准确性与完整性,提闻了获取目标对象ί目息的效率,进而准确地对用户进行如个性化推荐等服务,改善了用户体验。 [0016] Preferably, the present invention may also be based on the one or more candidate target object information, and application information in conjunction with the search, the user determines the one or more resource in the repository corresponding to the first primary target object information, the first primary target object information based on the one or more determined target object in the resource information of the user corresponding to the information repository; information so that by the first primary target object filtering, mapping, integration, elect more precise, in line with user needs of the target object information to achieve access to information on the target object is within a specific range of resources, to mention the smell of the target object acquired ί mesh interest the accuracy and completeness, mention the smell acquisition target object ί mesh interest of efficiency, thereby accurately users personalized recommendation services such as improving the user experience.

[0017] 而且,本发明还可以根据所述一个或多个候选目标对象信息,并结合所述检索应用信息,确定所述用户在所述资源信息库中所对应的第二初选目标对象信息,根据所述第二初选目标对象信息,结合所述资源信息库,确定与所述第二初选目标对象信息相对应的一个或多个候选目标属性信息,根据所述候选目标属性信息,确定所述用户在所述资源信息库中所对应的目标对象信息;从而根据与第二初选目标对象相对应的候选目标属性信息,确定所述目标对象信息,丰富了目标对象信息的类型与内容,实现了在特定资源范围内的对所述目标对象信息的获取,提高了所获取的目标对象信息的准确性与完整性,提高了获取目标对象信息的效率,进而准确地对用户进行如个性化推荐等服务,改善了用户体验。 [0017] Further, the present invention may also be based on the one or more candidate target object information, and application information in conjunction with the search, the second primary target object is determined in the resource information of the user corresponding to the information repository the primary target object to the second information, in conjunction with the resource information repository, determining one or more candidate target attribute information and the second target object corresponding to the primary, according to the candidate object attribute information, determining a target object in the resource information of the user corresponding repository; thus according to a second candidate object attribute information corresponding to the primary target object, the target object information is determined, the type of the target object information rich and SUMMARY achieved the target object to obtain information within a specific resource range, to improve the accuracy and completeness of the information of the target object obtained, improving the efficiency of obtaining information on the target object, the user further exactly as personalized recommendations and other services to improve the user experience.

[0018] 而且,本发明还可以根据所述一个或多个候选目标对象信息,并结合所述检索应用信息,确定所述用户在所述资源信息库中所对应的第三初选目标对象信息,根据所述第三初选目标对象信息,结合所述用户的检索日志信息,确定与所述第三初选目标对象信息所对应的关联检索词,根据所述关联检索词,结合所述资源信息库,确定所述用户在所述资源信息库中所对应的目标对象信息;从而提高了目标对象信息挖掘的召回率,丰富了目标对象信息的范围与内容,更加全面描述用户兴趣,防止无法达到匹配条件的候选兴趣点被过滤,实现了在特定资源范围内的对所述目标对象信息的获取,提高了所获取的目标对象信息的准确性与完整性,提高了获取目标对象信息的效率,进而准确地对用户进行如个性化推荐等服务,改善了用户体验。 [0018] Further, the present invention may also be based on the one or more candidate target object information, and application information in conjunction with the search, the third primary target object is determined in the resource information to the user information corresponding repository the primary target of the third object information, binding the user to retrieve log information, determining the third primary target object information corresponding to the associated search terms, according to the search word association, the resource binding information base, identifying target audiences of the user information in the resource repository corresponding; thereby increasing the recall rate target object information mining, enriching the scope and content of the target object information, more comprehensive description of user interest, not prevent achieve matching conditions is filtered candidate point of interest, achieve access to the target object information within a specific resource range, to improve the accuracy and completeness of the information of the target object obtained, improving the efficiency of obtaining information on the target object thus the user exactly as personalized recommendations and other services to improve the user experience.

[0019] 而且,本发明还可以根据所述一个或多个候选目标对象信息,并结合所述检索应用信息,确定所述用户在所述资源信息库中所对应的第四初选目标对象信息,根据所述第四初选目标对象信息,结合与所述第四初选目标对象信息相对应的时间信息,确定所述用户在所述资源信息库中所对应的目标对象信息;从而实现了根据时间信息对第四初选目标对象信息的筛选或优选,从而实现了在特定资源范围内的对所述目标对象信息的获取,提高了所获取的目标对象信息的准确性与完整性,提高了获取目标对象信息的效率,进而准确地对用户进行如个性化推荐等服务,改善了用户体验。 [0019] Further, the present invention may also be based on the one or more candidate target object information, and in conjunction with the application to retrieve information, determining a fourth object is the primary target in the user information database corresponding resource information according to the fourth primary target object information, the time information is combined with the fourth primary information corresponding to the target object, the target object is determined in the resource information of the user corresponding repository; thereby achieving the time information is information on the target object fourth primary screening or, preferably, in order to achieve access to the target object information within a specific resource range, to improve the accuracy and completeness of the target object information acquired, to improve the efficiency of acquiring the target object information, thereby accurately the user such as personalized recommendations and other services to improve the user experience.

[0020] 而且,本发明还可以获取所述用户的查询序列信息,根据所述用户在所述资源信息库中所对应的目标对象信息,确定与所述查询序列信息相对应的优选查询序列信息;从而对所述用户的查询序列信息进行优化,获得更符合用户需求的优选查询序列信息,提高了用户获取信息的效率,准确地对用户进行如个性化推荐等服务,改善了用户体验。 [0020] Further, the present invention also may obtain the query sequence information of the user, the user information of the target object in accordance with the resource information corresponding repository, the query sequence to determine information corresponding to the query sequence information is preferably ; thus the query sequence information of the user to optimize, get more in line with the needs of users preferred the query sequence information, and improve the efficiency of user access to information, accurately users personalized recommendation services such as improving the user experience.

[0021] 而且,本发明还可以根据所述目标对象信息,确定与所述用户相对应的用户特征模型;进一步地,还可以根据所述用户特征模型,将与所述用户特征模型相对应的资源信息提供至所述用户;从而准确地对用户进行如个性化推荐等服务,提高了推荐的准确性,改善了用户体验。 [0021] Further, according to the present invention may also be the target object information, wherein the user determines the model corresponding to the user; furthermore, it is also based on the user characteristic model, the model with the characteristic corresponding to the user resource information is provided to the user; thereby accurately user services such as personalized recommendations to improve the accuracy of the recommendation to improve the user experience.

附图说明 BRIEF DESCRIPTION

[0022] 通过阅读参照以下附图所作的对非限制性实施例所作的详细描述,本发明的其它特征、目的和优点将会变得更明显: [0022] By reading the following detailed description of the accompanying drawings of non-limiting embodiments, and other features, objects and advantages of the invention will become more apparent:

[0023] 图1示出根据本发明一个方面的一种用于确定用户在资源信息库中所对应的目标对象信息的处理设备示意图; [0023] FIG. 1 shows a schematic processing apparatus audiences in the resource repository user information corresponding to an aspect of the present invention is a method for determining in accordance with;

[0024] 图2示出根据本发明一个优选实施例的一种用于确定用户在资源信息库中所对应的目标对象信息的处理设备示意图; [0024] Figure 2 shows a schematic view of a target object processing device user repository corresponding resource information determined in accordance with a preferred embodiment of the present invention, a method for;

[0025] 图3示出根据本发明另一个方面的一种用于确定用户在资源信息库中所对应的目标对象信息的方法流程图; [0025] Figure 3 illustrates a flowchart of a method to determine the target object in the user information database corresponding to the resource information according to another aspect of the present invention, a method for;

[0026] 图4示出根据本发明一个优选实施例的一种用于确定用户在资源信息库中所对应的目标对象信息的方法流程图。 [0026] Figure 4 illustrates a flowchart of a method embodiment of the present invention, a preferred embodiment of a target object determining user resource repository for information corresponding. [0027] 附图中相同或相似的附图标记代表相同或相似的部件。 [0027] In the drawings the same or similar to the same or like reference numerals refer to the components.

具体实施方式 detailed description

[0028] 下面结合附图对本发明作进一步详细描述。 [0028] The following figures of the present invention will be further described in detail with.

[0029] 图1示出根据本发明一个方面的一种用于确定用户在资源信息库中所对应的目标对象信息的处理设备示意图;其中,所述处理设备包括匹配装置1、维度确定装置2、对象确定装置3。 [0029] FIG. 1 shows a schematic processing apparatus audiences in the resource repository user information corresponding to an aspect of the present invention according to a method for determining; wherein said matching means comprises a processing device 1, the dimension determining apparatus 2 , object determining means 3. 具体地,匹配装置I根据用户的检索词,在资源信息库中进行匹配查询,以获得与所述检索词相对应的一个或多个候选目标对象信息;维度确定装置2根据所述用户在所述检索词下所对应的检索日志信息,确定所述候选目标对象信息所对应的检索应用信息,其中,所述检索应用信息包括所述候选目标对象信息在所述检索日志信息中的一个或多个应用维度信息;对象确定装置3根据所述一个或多个候选目标对象信息,并结合所述检索应用信息,确定所述用户在所述资源信息库中所对应的目标对象信息。 Specifically, the matching device I according to the user's search terms, in the resource repository match query, the search word to obtain a corresponding one or more candidate target object information; dimension determining means according to the user on the retrieving said log information corresponding to the search term, determining the candidate retrieving application information corresponding to the target object information, wherein the retrieving application information includes the information of a candidate target objects in the search log information or applications dimension information; 3 candidate target object determination means according to the object information or a plurality of, and in conjunction with the application to retrieve information, the user determines the target object in the repository corresponding resource information.

[0030] 在此,所述处理设备包括但不限于网络设备、用户设备、或网络设备与用户设备通过网络相集成所构成的设备。 [0030] Here, the processing apparatus comprises a network device, but not limited to, a user equipment, a user equipment or a network device configured to integrate equipment via a network. 其中,所述网络设备包括一种能够按照事先设定或存储的指令,自动进行数值计算和信息处理的电子设备,其硬件包括但不限于微处理器、专用集成电路(ASIC)、可编程门阵列(FPGA)、数字处理器(DSP)、嵌入式设备等。 Wherein said apparatus comprises a network capable of, an electronic device automatically numerical calculation and information processing according to preset instructions or stored, including but not limited to hardware microprocessors, application specific integrated circuit (ASIC), a programmable gate array (FPGA), a digital processor (DSP), embedded devices. 所述网络设备其包括但不限于计算机、网络主机、单个网络服务器、多个网络服务器集或多个服务器构成的云;在此,云由基于云计算(Cloud Computing)的大量计算机或网络服务器构成,其中,云计算是分布式计算的一种,由一群松散耦合的计算机集组成的一个虚拟超级计算机。 The network device including but not limited to computers, network host cloud, a single network server and multiple network servers or multiple servers configured sets; Here, a cloud-based cloud (Cloud Computing) is composed of a large number of computer or network server where cloud computing is a distributed computing, a virtual supercomputer by a computer set consisting of a group of loosely coupled. 所述用户设备其包括但不限于任何一种可与用户通过键盘、遥控器、触摸板、或声控设备进行人机交互的电子产品,例如计算机、智能手机、PDA、游戏机、或IPTV等。 The user equipment electronic products including, but not limited to human-machine interaction with a user may be any of a keyboard, a remote controller, a touch pad, or a voice-activated device, such as a computer, a smart phone, PDA, a game machine, or the like IPTV. 所述网络包括但不限于互联网、广域网、城域网、局域网、VPN网络、无线自组织网络(Ad Hoc网络)等。 The networks include, but are not limited to the Internet, WAN, MAN, LAN, VPN network, a wireless ad hoc network (Ad Hoc network). 本领域技术人员应能理解,其他的处理设备同样适用于本发明,也应包含在本发明保护范围以内,并在此以引用方式包含于此。 Those skilled in the art should appreciate that other equally applicable to the processing apparatus of the present invention, should also be included within the scope of the present invention, and incorporated herein by reference.

[0031] 上述各装置之间是持续不断工作的,在此,本领域技术人员应理解“持续”是指上述各装置分别实时地,或者按照设定的或实时调整的工作模式要求,进行候选目标对象信息的获取、检索应用信息的确定、目标对象信息的确定等,直至所述处理设备停止获取与所述检索词相对应的一个或多个候选目标对象信息。 [0031] between each of the continuous operating means is, in this case, skilled in the art will appreciate that "continuous" refers to the above-described apparatus are in real time, or according to the requirements of real-time adjustment or setting of the operating mode, a candidate takes the target information, OK, the target object information retrieving application information and the like, the one or more candidate target object information acquiring apparatus stops the search terms until the corresponding processing.

[0032] 匹配装置I根据用户的检索词,在资源信息库中进行匹配查询,以获得与所述检索词相对应的一个或多个候选目标对象信息。 [0032] The matching device I according to the user's search terms, matches query at a resource repository, to obtain one or more candidate target object information corresponding to the search word.

[0033] 具体地,所述匹配装置I根据各种通信协议(Communications Protocol),通过各类数据传输接口,与存储或提供所述检索词或查询序列信息的一个或多个数据库或其他第三方设备相交互,以获取所述数据库或所述第三方设备中所存储或提供的用户的检索词;或者所述匹配装置I还可以根据各种通信协议(Communications Protocol),通过各类数据传输接口,与所述用户直接交互,获取所述用户通过输入、选择、触摸等方式所提交的检索词或查询序列信息。 [0033] Specifically, the matching means I according to various communication protocols (Communications Protocol), through various data transmission interfaces, or providing the stored search terms or query sequence information of a plurality of databases or other third party or device interacts in order to obtain the search word or the third party database stored in the apparatus or to provide a user; or the matching means I according to various communication protocols may also (communications protocol), all types of data transmission via the interface , direct interaction with the user, obtaining the search term input by the user, selection, etc. to touch or submitted query sequence information.

[0034] 在此,所述匹配装置I可以将所述数据库或第三方设备所存储的用户的查询序列(query)信息直接作为检索词,也可以对所述数据库或第三方设备所存储的用户的查询序列(query)信息进行分词后,获得一个或多个检索词;同理,所述匹配装置I可以将所述用户所输入的查询序列(query)信息直接作为检索词,也可以对所述用户所输入的查询序列(query)信息进行分词后,获得一个或多个检索词。 User query sequence (query) [0034] Here, the matching means I may be a database or the third party device directly stored information as the search term, may be stored in the database or the third party device after the query sequence (query) the information word to obtain one or more search terms; Similarly, the matching means I may query sequence (query) entered by the user directly to the information as the search term, that may be of after the query sequence input by said user (query) information word, obtain one or more search terms. 在此,是否需要分词可根据所述查询序列信息的长度、语义等进行确定。 In this case, the need for segmentation may be determined according to the length of the query sequence information, semantics.

[0035] 例如,当用户输入查询序列信息“让子弹飞”时,则将“让子弹飞”直接作为检索词;当用户输入查询序列信息“郭敬明小时代”时,则将“郭敬明”和“小时代”分别作为两个检索词。 [0035] For example, when a user enters a query sequence information, "Let the bullets fly," the will "Let the bullets fly" directly as a search term; when a user enters a query sequence information "GJM small time", then "GJM" and " small time ", respectively, as the two search terms.

[0036] 当所述匹配装置I获取所述用户的检索词时,将所述检索词在预定的资源信息库中进行匹配查询,若所述检索词命中所述资源信息库中的资源信息,则将所述资源信息作为与所述检索词相对应的一个或多个候选目标对象信息。 [0036] When the device matching the search term I acquires the user, the search word matches the query at the predetermined resource repository, resource information if the search word hits the resource repository, then the information as a search word corresponding to the resource to one or more candidate target object information.

[0037] 其中,所述资源信息库可以是系统默认的、或是用户指定的、或是根据应用需求所设置的资源信息库;例如,如需要统计用户对特定分类的资源的目标对象信息,则将与该特定分类的资源所对应的资源信息库作为用来匹配检索词的预定的资源信息库;例如,如用户希望获取某一方向的资源,则可以指定特定的资源信息库,从而获取系统所确定的该方向的目标对象信息。 [0037] wherein, the resource information repository may be a system default or user-specified, or resource information database according to the application requirements set; e.g., a target object such as the user requires statistical information specific category of resource, then the classification of a particular resource corresponding to resource information repository matching the search term as a predetermined resource information base; e.g., as the user desires to obtain a certain direction resource, the resource information can specify a particular repository, so as to obtain audience direction information of the system determined. 在此,所述资源信息库包括但不限于多媒体作品信息库(如电影作品信息库、音乐作品信息库、动漫作品信息库、小说作品信息库、其他书籍信息库等,或者前述两个或多个的混合多媒体作品信息库)、地点信息库、商品信息库;从而通过所述资源信息库,可以对用户与兴趣实体相关的兴趣点进行挖掘,如对多媒体作品的目标对象信息(如希望观看的多媒体作品的兴趣点)、如对地点相关的目标对象信息(如感兴趣的餐厅、喜欢的旅游景点等)、如对商品相关的目标对象信息(如感兴趣的商品等)。 Here, the resource information base including but not limited to Multimedia Information Base (e.g., a movie information database, the musical piece information database, anime repository, the repository novels, books other repositories, etc., or two or more of the preceding mixing a multimedia database), the location information database, product information database; thus, can carry out excavation, the multimedia information such as work target object (e.g., the user wishes to view associated with the entity of interest by the resource point of interest information repository points of interest multimedia works), such as the location of the target object related information (such as interest restaurants, favorite tourist spots), as the target object information related merchandise (such as interest and other commodities).

[0038] 以所述资源信息库为多媒体作品信息库为例,所述资源信息库中包括但不限于以下至少任一项: [0038] In the repository multimedia information resource repository work as an example, the resource information included in the library but not limited to at least any one of:

[0039]-所述分类资源所对应的资源名称信息,其中,所述资源名称信息中包括一个或多个别名信息,例如,所述分类资源为“海贼王”时,则存储“海贼王” “one piece” “航海王”等多个资源名称信息; [0039] - resource name information corresponding to the classification resource, wherein the resource information includes the name of one or more alias information, e.g., the resource classified as "Piece", the stored "Piece" "One piece "" One Piece "and many other names of information resources;

[0040]-所述分类资源所对应的资源属性信息,例如,所述分类资源为“海贼王”时,则存储“海贼王”所对应的作者、国别、出品时间、登场人物、章节目录、内容简介; [0040] - resource attribute information corresponding to the classification of resources, for example, the resource classified as "One Piece", the store "One Piece" corresponding author, country, Sands of time, dramatis personae, chapter directory, content Introduction;

[0041]-所述分类资源所对应的url信息,例如,所述分类资源为“海贼王”时,则将与“海贼王”相关联的垂直站点的网址的url列表作为与“海贼王”所对应的url信息,所述url列表中的每个url都对应于“海贼王”这个作品,例如是该作品的介绍、fansite、资源信息站等。 [0041] - when url information corresponding to the resource classified, for example, the resource classified as a "one piece", and then list the URL url associated vertical sites "Piece" and as "Piece" corresponding url information, url the list corresponds to each url "Piece" the ad, for example, the work described, fansite, station resource information.

[0042] 例如,当所述匹配装置I获取所述用户的检索词“one piece”时,将所述检索词在预定的资源信息库中进行匹配查询,所述检索词“onepiece”命中该资源信息库中的资源信息“海贼王”,则将所述资源信息“海贼王”作为与所述检索词相对应的候选目标对象信息。 [0042] For example, when the device matching the search term I acquired user "one piece", it will match the search terms in the query predetermined resource information database, the search word "onepiece" hit the resource resource information repository "One Piece", then the resource information "Piece" as a search term corresponding to the candidate target object information.

[0043] 需要说明的是,上述举例仅为更好地说明本发明的技术方案,而非对本发明的限制,本领域技术人员应该理解,任何根据用户的检索词,在资源信息库中进行匹配查询,以获得与所述检索词相对应的一个或多个候选目标对象信息的方式、或者任何资源信息库的类型或其包含的内容信息,均应包含在本发明的范围内。 [0043] Incidentally, the above example is merely to better illustrate the technical solutions of the present invention, not limitation of the invention, those skilled in the art will appreciate, any of the user's search terms, matches the resource repository query to retrieve the candidate target objects manner with the search word information corresponding to one or more, or any type of content or resource information database contains information should be included within the scope of the present invention.

[0044] 优选地,所述匹配装置I可以根据用户的检索词,在资源信息库中进行匹配查询,以获得与所述检索词相对应的一个或多个候选资源信息;根据所述候选资源信息,确定与所述检索词相对应的一个或多个候选目标对象信息。 [0044] Preferably, the means I may matching, matching resource information database query based on the search terms in the user's, in order to obtain one or more resource candidate information corresponding to the search word; according to the candidate resource information to determine the search term corresponding to the one or more candidate target object information.

[0045] 具体地,当所述匹配装置I获取所述用户的检索词时,将所述检索词在预定的资源信息库中进行匹配查询,若所述检索词命中所述资源信息库中的资源属性信息或其他相关信息,则将所述资源属性信息或其他相关信息作为与所述检索词相对应的一个或多个候选资源信息;根据所述候选资源信息,将与所述资源属性信息相对应的资源信息(如资源名称信息),确定为与所述检索词相对应的一个或多个候选目标对象信息。 [0045] Specifically, when the matching means I acquired when the user's search term, the search term matching the query at the predetermined resource information database, if the search word hits the resource information repository one or more candidate resource information resource attribute information, or other relevant information, the attribute information of the resource or other related information as the search word corresponding; according to the candidate resource information, the attribute information of the resource corresponding resource information (e.g., resource name information), specifying information for one or more candidate target object and the corresponding search word.

[0046] 例如,当所述匹配装置I获取所述用户的检索词“尾田荣一郎”时,将所述检索词在预定的资源信息库中进行匹配查询,所述检索词命中所述资源信息库中的资源属性信息“作者信息”,则将所述“作者信息:尾田荣一郎”作为与所述检索词相对应的一个或多个候选资源信息;根据所述候选资源信息,将与所述“作者信息”相对应的资源信息,即“海贼王”,确定为与所述检索词相对应的一个或多个候选目标对象信息。 [0046] For example, when the device matching the search terms the user acquires I "tail Eiichiro," the search term matching the query at the predetermined resource repository, the information resource of the search word hits Dev repository "author information", then the "author information: Eiichiro Oda" as a search term corresponding to said one or more candidate resource information; according to the resource candidate information, and the said resource information corresponding to the "author information", i.e., "Piece", is determined for one or more candidate target object information corresponding to the search word.

[0047] 从而通过这些更细粒度的资源属性信息,判断用户实际希望得到的候选目标对象信息;还可以通过这些更细粒度的资源属性信息,实现跨资源库的推荐(如根据演员八,将其主演的电影、电视剧、参加的综艺节目、相关娱乐资讯等均作为候选目标对象信息),以实现更加精准丰富的推荐服务。 [0047] so that these resources more fine-grained attribute information to determine the target object candidate information a user actually want to get; but also through these more granular resource attribute information to achieve the recommended cross-repository (eg according to the actor Eight, will starring film, television, participate in variety shows, etc. related entertainment information as candidate target object information) in order to achieve a more accurate abundant referral service.

[0048] 需要说明的是,上述举例仅为更好地说明本发明的技术方案,而非对本发明的限制,本领域技术人员应该理解,任何根据用户的检索词,在资源信息库中进行匹配查询,以获得与所述检索词相对应的一个或多个候选资源信息,并根据所述候选资源信息,确定与所述检索词相对应的一个或多个候选目标对象信息方式,均应包含在本发明的范围内。 [0048] Incidentally, the above example is merely to better illustrate the technical solutions of the present invention, not limitation of the invention, those skilled in the art will appreciate, any of the user's search terms, matches the resource repository query to obtain one or more resource candidate information corresponding to the search word, and based on the candidate resource information, determine one or more candidate target object information and the mode corresponding to the search word, should be included within the scope of the present invention.

[0049] 维度确定装置2根据所述用户在所述检索词下所对应的检索日志信息,确定所述候选目标对象信息所对应的检索应用信息,其中,所述检索应用信息包括所述候选目标对象信息在所述检索日志信息中的一个或多个应用维度信息。 [0049] The dimensions determining means according to the user at the search term corresponding to the retrieved log information, retrieve application information to determine the candidate information corresponding to the target object, wherein the information comprises retrieving the candidate target application object information one or more applications in the dimensional information retrieval log information.

[0050] 具体地,所述维度确定装置2根据各种通信协议(Communications Protocol),通过各类数据传输接口,与存储或提供所述用户的检索日志信息的一个或多个数据库或其他第三方设备相交互,以获取所述数据库或所述第三方设备中所存储或提供的用户的检索日志信息,进而获取所述用户在所述检索词下所对应的检索日志信息;或者所述维度确定装置2还可以根据各种通信协议(Communications Protocol),通过各类数据传输接口,与所述用户直接交互,获取所述用户通过输入、选择、触摸等方式所提交的检索信息,进而获得所述用户在所述检索词下所对应的检索日志信息。 A log information retrieved [0050] In particular, the dimension determining apparatus 2 according to various communication protocols (Communications Protocol), through various data transmission interface, or to provide the user with the stored one or more databases or other third party interacts apparatus, to obtain the database or the third party apparatus in the user store or provide retrieval of log information, thereby acquiring the user in the search log information retrieving the corresponding word; or determining the dimension 2 apparatus in accordance with various communication protocols may also (communications protocol), through various data transmission interface, to interact directly with the user, acquires the search information input by the user, selection, etc. submitted touch, thereby obtaining the user to retrieve the log information corresponding to the search term.

[0051] 其中,所述检索日志信息包括所述用户的id信息、cookie信息、检索词、检索时间、所述用户通过点击、触摸等方式所选择的一条或多条检索结果信息中的一种或多种;在此,所述检索结果信息中包含检索结果所对应的URL信息以及所述URL所对应的页面标题信息、页面内容信息等。 One kind of one or more pieces of search result information [0051] wherein the log information comprises retrieving the information of the user id, Cookie information, search word, search time, selected by the user by clicking, etc. in touch or more; in this case, the search result information includes URL information corresponding to the search result page title information, and the content information page corresponding to the URL and the like. 所述用户在所述检索词下所对应的检索日志信息,则为指向所述检索词的检索时间、以及所述用户通过点击、触摸等方式所选择的在所述检索词下的一条或多条检索结果信息。 The search log information of the user in the corresponding search term, the search term was directed search time, and the user clicks, touch, etc. of the selected one of the word in the search or Article search result information.

[0052] 所述维度确定装置2通过获取所述用户在所述检索词下所对应的检索日志信息,对所述检索日志信息中的内容进行统计整合,从而获取所述候选目标对象信息在所述检索日志信息中的一个或多个应用维度信息;根据所述一个或多个应用维度信息,将所述一个或多个应用维度信息所对应的信息确定为所述候选目标对象信息所对应的检索应用信息。 [0052] The dimension determining means 2 retrieves the log information acquired by the user at the search term corresponding to the content of the search log information for statistical integration so as to acquire the object information in the candidate target retrieving said log information in one or more applications dimensional information; application dimensional information from the one or more of the one or more application information corresponding dimension information is determined as the candidate information corresponding to the target object information retrieval applications. [0053] 其中,所述应用维度信息包括但不限于以下至少任一项: [0053] wherein the dimension information includes, but application is not limited to at least any one of the following:

[0054]-资源基本维度信息:即所述用户通过点击、触摸等方式所选择的一条或多条检索结果信息与所述候选目标对象相对应的数目,例如,继上例,用户的检索词为“海贼王”,并且所述“海贼王”为候选目标对象信息,然后用户在与“海贼王”相对应的搜索结果中,点击了N条与“海贼王”相对应的URL,则将N或者根据预定计算方式对N处理后的数据(如将N条URL分别乘以所述URL所对应的站点的权重值),作为与该用户的检索词“海贼王”相对应的资源基本维度信息; [0054] - Information Resources basic dimensions: the number of the one or more pieces of search result information to the user by clicking on the candidate target objects, touch, etc. corresponding to the selected mode, for example, following the example search term, the user is "Piece" and the "Piece" as candidate target object information, and the user then "Piece" corresponding to the search results, click on the URL corresponding to the N and "Piece", in accordance with predetermined or changing the N data processing is calculated for the N (e.g., the URL of the N weight values ​​are multiplied by the corresponding site URL) as the user's search terms "Piece" substantially corresponding to the dimension information resource;

[0055]-资源标题维度信息:即所述用户通过点击、触摸等方式所选择的一条或多条检索结果信息中,所述检索结果信息所对应的页面的标题中包含所述候选目标对象信息的数目,例如,继上例,用户点击了N条与“海贼王”相对应的URL,所述N条URL所对应的页面的标题中,有M个都包含了候选目标对象信息“海贼王”,则将M或者根据预定计算方式对M处理后的数据(如将M个标题分别乘以所述URL所对应的站点的权重值,其中,若所述标题中含有特殊加强符号,则所述标题所对应的权重值高),作为与该用户的检索词“海贼王”相对应的资源标题维度信息; [0055] - Resource title dimensional information: i.e. the one or more user by clicking on the search result information, and the like touch the selected mode, the header information of the search result page corresponding to the target candidate contains the object information number, for example, following the above example, the user clicks on the N "Piece" corresponding to the URL, the title of the page corresponding to the URL of the N, there are M number of candidate target object information contains "Piece", then M or M data after the treatment (e.g., the M header is multiplied by the corresponding site URL is calculated in accordance with a predetermined weight value, wherein, if the header contains a special reinforcing symbols, then the title weights corresponding high weight value), as the resource title search word corresponding to the user's "Piece" dimension information;

[0056]-资源文本维度信息:即所述用户通过点击、触摸等方式所选择的一条或多条检索结果信息中,所述检索结果信息所对应的页面的内容中包含所述候选目标对象信息的数目、或与所述候选目标对象信息相关联的其他信息的数目,例如,继上例,用户点击了N条与“海贼王”相对应的URL,所述N条URL所对应的页面的内容中,包含了K个候选目标对象信息“海贼王”,则将K或者根据预定计算方式对K处理后的数据(如将K个内容分别乘以所述URL所对应的站点的权重值),作为与该用户的检索词“海贼王”相对应的资源文本维度信息。 [0056] - resource text dimensional information: i.e. the one or more user by clicking on the search result information, and the like touch the selected mode, the contents of the search result page corresponding to the information contained in the candidate target object information number, or other information about the number of candidate target object information associated with, for example, following the above example, the user clicks on the N "Piece" corresponding to the URL, the content of said N corresponding to the URL of the page in the target candidate contains the object information K "Piece", the data of the K or K treatment (e.g., the K content is multiplied by a weight value corresponding to the URL of the site right) according to a predetermined calculation, as the user's search terms, "One Piece" resource corresponding to the dimensions of text information.

[0057] 从而,所述维度确定装置2将所述一个或多个应用维度信息,如资源基本维度信息、资源标题维度信息、资源文本维度信息中的一个或多个,作为所述候选目标对象信息所对应的检索应用信息。 [0057] Thus, the dimension determining means 2 to one or more of said one or more applications dimensional information, such as the dimensions of the basic resource information, the resource information title dimension, the dimension text resource information, as the candidate target objects retrieving information corresponding to the application information.

[0058] 对象确定装置3根据所述一个或多个候选目标对象信息,并结合所述检索应用信息,确定所述用户在所述资源信息库中所对应的目标对象信息。 [0058] 3 candidate target object determining means in accordance with the object information or a plurality of, and in conjunction with the application to retrieve information, the user determines the target object in the repository corresponding resource information.

[0059] 具体地,所述对象确定装置3根据所述匹配装置I所获取的一个或多个候选目标对象信息,并结合与所述候选目标对象信息所对应的检索应用信息,例如通过对所述多个候选目标信息所对应的检索应用信息中的多个维度信息进行排序、加权排序等方式,对所述多个候选目标对象信息进行筛选或基于一定的阈值进行过滤,从而将排序靠前的、或是大于所述过滤阈值的候选目标信息,确定为所述用户在所述资源信息库中所对应的目标对象信息,从而实现了在特定资源范围内的对所述目标对象信息的获取,能提高用户对特定资源的兴趣点挖掘准确性,提高兴趣点识别的准确性和召回率,通过结合所述检索应用信息,避免同义词等兴趣提取不准确的情况,为用户提供更加精准的个性化推荐。 [0059] In particular, said object determining means 3 a device according to one or more I acquired the matching candidate target object information, and in conjunction with the application information to retrieve candidate target objects corresponding to the information, for example, by the retrieving said plurality of candidate target application information corresponding to the plurality of sorted dimension information, etc. weighted sort, the plurality of candidate target object information based on the filter or filtering a certain threshold, so that the higher-ranking , or greater than the filter threshold is the candidate target, the target object is determined in the resource information of the user information database corresponding to the information to achieve the target object within a certain range of resource acquisition , the user can increase the interest point to specific resources excavation accuracy, improving the accuracy of the point of interest identification and recall, extracted inaccurate information by combining the search application, avoiding synonyms interest, to provide users with a more precise individuality recommendation.

[0060] 在此,所述检索应用信息除了可以用来进行排序或加权排序外,以进行筛选所述候选目标对象信息外,还可以协助判断所述用户的候选目标对象信息的类别。 Category [0060] Here, the search application information may be used in addition to sort or outer weighted sort, to filter the candidate target object information, the user may also help determine whether the candidate target object information. 例如,当用户输入检索词“苹果”,所述“苹果”可以是手机、电影、水果等类别,若希望提取用户对电影的兴趣,则所述资源信息库为电影作品信息库,若用户的检索应用信息(如所点击的URL信息)命中了所述电影作品信息库,则所述用户的检索词所对应的目标对象信息是电影类型的“苹果”。 For example, when a user enters the search term "apple", the "Apple" may be cell phones, movies, and other types of fruit. If you want to extract user interest in film, then the film works as a resource repository repository, if the user audience information retrieval application information (such as URL information clicked) films hit the repository, the user's search term corresponding to the type of movie is "apple."

[0061] 进一步地,所述对象确定装置3可以根据所述匹配装置I所获取的一个或多个候选目标对象信息,并结合与所述候选目标对象信息所对应的检索应用信息,例如通过对所述多个候选目标信息所对应的检索应用信息中的多个维度信息进行排序等方式,对所述多个候选目标对象信息进行筛选,从而确定所述用户在所述资源信息库中所对应的一个或多个初选目标对象信息;然后根据所述一个或多个初选目标对象信息,结合所述初选目标对象信息的对象相关信息,确定所述用户在所述资源信息库中所对应的目标对象信息。 [0061] Furthermore, said object determining means 3 can match the one or more candidate target device object information I acquired, and combined with the candidate retrieval application information corresponding to the information of the target object, for example, according by the plurality of the plurality of candidate target dimension information retrieving application information corresponding to the sorting information, etc., of the plurality of screening candidate target object information, thereby determining whether the user corresponding to the resource in the repository one or more primary target object information; then based on the one or more primary target object information, the object information of the combined object information of the primary target, the user determines the resource information repository information corresponding to the target object.

[0062] 其中,所述对象相关信息包括但不限于以下至少任一项: [0062] wherein the object-related information including but not limited to at least any one of:

[0063]-所述初选目标对象信息所对应的资源名称信息,如所述初选目标对象信息为资源作者信息或资源属性信息,则将所述初选目标对象信息所对应的资源名称信息确定为所述目标对象信息; [0063] - the primary resource name information corresponding to the information of the target object, the target object as the primary resource of information attribute information or resource information, the resource name information of a target primary object information corresponding to the information determined as the target object;

[0064]-所述初选目标对象信息所对应的对象属性信息,如所述初选目标对象信息在所述资源信息库中对应一个或多个对象属性信息(如作者、国别、出品时间、登场人物、章节目录、内容摘要关键字等),则将所述对象属性信息作为所述目标对象信息; [0064] - the primary object attribute information corresponding to the information of the target object, the target object as the primary information corresponding to one or more object attribute information in the resource information repository (e.g., author, country, time produced , the debut figures of chapters, a summary of keywords, etc.), then the object attribute information as the target object information;

[0065]-所述初选目标对象信息所对应的检索相关信息,如根据所述检索相关信息,可以确定与所述初选目标对象所对应的检索词相对应的关联检索词,且所述关联检索词信息命中所述资源信息库中的资源信息,则将所述关联检索词所对应的资源信息直接作为所述目标对象信息; [0065] - to retrieve information about the primary information corresponding to the target object, as according to the searching related information may be determined with the primary target object corresponding to the search word corresponding to the associated search terms, and the search word associated with the resource information of the resource information of the hit information in the repository, then the search term associated with the resource information corresponding to information directly as the target object;

[0066]-所述初选目标对象信息所对应的时间相关信息,如根据所述初选目标对象信息的搜索时间与当前时间的时间差,距离当前时间越久,则所述初选目标对象信息的时间衰减系数越高,例如,若距离当前时间超过预定阈值,则不再将所述初选目标对象信息作为所述目标对象信息,反之,若距离当前时间小于预定阈值,则将所述初选目标对象信息作为所述目标对象信息;或者,例如对所述小于一定时间阈值范围内的多个初选目标对象信息进行频次统计或聚类,从而将频次统计较高的、或是聚类结果较大的初选目标对象信息作为所述目标对象信息。 [0066] - the primary time related information corresponding to the target object information, such as the time of the primary target of the search target information and the time difference between the current time, the longer the distance from the current time, then the primary target object information the higher the attenuation coefficient of time, e.g., if the distance exceeds a predetermined threshold current time, the target object is not the primary target information as the target information, on the contrary, if the distance is less than a predetermined threshold value the current time, then the primary information of the target object as the target object information; or, for example, a plurality of primary target objects within a predetermined time less than said threshold range of statistical information of the frequency or clusters so that the higher frequency statistics, or clustering result large audience information as the primary target object information.

[0067] 优选地,所述对象确定装置3可以根据所述一个或多个候选目标对象信息,并结合所述检索应用信息,确定所述用户在所述资源信息库中所对应的一个或多个第一初选目标对象信息;根据所述一个或多个第一初选目标对象信息,确定所述用户在所述资源信息库中所对应的目标对象信息。 [0067] Preferably, said object determining means 3 may candidate target object information based on the one or more, in combination with the retrieving application information, the user determines a resource in the repository corresponding to or a first primary target object information; according to the one or more first primary target object information, said user information to determine the target object in the resource information corresponding repository.

[0068] 具体地,所述对象确定装置3根据所述匹配装置I所获取的一个或多个候选目标对象信息,并结合与所述候选目标对象信息所对应的检索应用信息,例如通过对所述多个候选目标信息所对应的检索应用信息中的多个维度信息进行排序等方式,对所述多个候选目标对象信息进行筛选,从而确定所述用户在所述资源信息库中所对应的一个或多个第一初选目标对象信息。 [0068] In particular, said object determining means 3 a device according to one or more I acquired the matching candidate target object information, and in conjunction with the application information to retrieve candidate target objects corresponding to the information, for example, by the dimensions of said plurality of information retrieval application information corresponding to the plurality of candidate object information in the sort mode, etc., of the plurality of screening candidate target object information, thereby determining whether the user corresponding to the resource in the repository one or more first primary target object information.

[0069] 所述对象确定装置3根据所述一个或多个第一初选目标对象信息,通过对所述多个第一初选目标对象信息进行聚类整合等方式,确定所述用户在所述资源信息库中所对应的目标对象信息,例如,所述多个第一初选目标对象信息都指向同一个作品或指向相似的作品,则将所指向的作品作为所述目标对象信息;或者,所述第一初选目标对象信息为所述资源信息所对应的资源属性信息,如为作者信息,则将所述资源属性信息所对应的资源名称信息(即作者信息所对应的作品名)作为所述目标对象信息。 [0069] The object determining device 3 according to the one or more first primary target object information, by the plurality of first primary target integration object information clustering mode, the user determines the said target object repository of information resources corresponding to, e.g., the plurality of first primary target point to the same object information pointing to a work or works like, as will be pointed to work the target object information; or the first is the primary target object information resource attribute information corresponding to the resource information, such as (ie, corresponding author information Filename) resource information author name information, then the resource attribute information corresponding to the as the target object information.

[0070] 优选地,所述对象确定装置3可以根据所述一个或多个候选目标对象信息,并结合所述检索应用信息,确定所述用户在所述资源信息库中所对应的第二初选目标对象信息;根据所述第二初选目标对象信息,结合所述资源信息库,确定与所述第二初选目标对象信息相对应的一个或多个候选目标属性信息;根据所述候选目标属性信息,确定所述用户在所述资源信息库中所对应的目标对象信息。 [0070] Preferably, said object determining means 3 may candidate target object information based on the one or more, in combination with the retrieving application information, determining the beginning of the second user resource in the repository corresponding selected from the target object information; target object according to the second primary information, in conjunction with the resource information repository, determining one or more candidate target attribute information and the second target object corresponding to the primaries; based on the candidate attribute information of the target, the target object is determined in the resource information of the user corresponding to the repository.

[0071] 具体地,所述对象确定装置3根据所述匹配装置I所获取的一个或多个候选目标对象信息,并结合与所述候选目标对象信息所对应的检索应用信息,例如通过对所述多个候选目标信息所对应的检索应用信息中的多个维度信息进行排序等方式,对所述多个候选目标对象信息进行筛选,从而确定所述用户在所述资源信息库中所对应的第二初选目标对象息。 [0071] In particular, said object determining means 3 a device according to one or more I acquired the matching candidate target object information, and in conjunction with the application information to retrieve candidate target objects corresponding to the information, for example, by the dimensions of said plurality of information retrieval application information corresponding to the plurality of candidate object information in the sort mode, etc., of the plurality of screening candidate target object information, thereby determining whether the user corresponding to the resource in the repository The second primary target audience interest.

[0072] 所述对象确定装置3根据所述第二初选目标对象信息,结合所述资源信息库,通过将所述第二初选目标对象信息在所述资源信息库中进行查询,将所述资源信息库中与所述第二初选目标对象信息所对应的属性信息等,确定为与所述第二初选目标对象信息相对应的一个或多个候选目标属性信息。 [0072] The object determining device 3 according to the second primary target object information, in conjunction with the resource information base, said second primary target object information by querying the resource repository, The said attribute information in the resource information database primary second target object corresponding to the information to determine one or more candidate target attribute information and the second primary information corresponding to the target object.

[0073] 所述对象确定装置3根据所述候选目标属性信息,将所述一个或多个候选目标属性信息作为所述用户在所述资源信息库中所对应的目标对象信息,从而根据所述资源信息库中的结构化数据及其描述字段等信息,将更细粒度的内容作为目标对象信息。 [0073] The object determining device 3 based on the candidate target attribute information, the one or more candidate target attribute information of the user as the target object in the resource repository corresponding to such according to the information structured data description fields, and other resources in the repository, more granular information content as the target object.

[0074] 其中,所述候选目标属性信息包括作者、国别、出品时间、登场人物、章节目录、内容摘要关键字等中的一项或多项。 [0074] wherein the candidate target attribute information, including an author, country, Sands of time, dramatis personae, chapter directory, such as a summary of keywords in one or more.

[0075] 例如,用户的第二初选目标对象信息为“名侦探柯南”和“九龙珠”,所述对象确定装置3结合所述资源信息库,确定与“名侦探柯南”和“九龙珠”相对应的候选目标属性信息为“作者青山刚昌”,则将“作者青山刚昌”作为所述用户在所述资源信息库中所对应的目标对象信息。 [0075] For example, the second primary audience user information is "Conan" and "nine Pearl", said object determining means in combination with the resource information database 3, and determined "Conan" and "nine Pearl "corresponding to the candidate target attribute information to" target audience of Gosho Aoyama ", the" author Gosho Aoyama "as the user in the resource repository corresponding information.

[0076] 优选地,所述对象确定装置3可以根据所述一个或多个候选目标对象信息,并结合所述检索应用信息,确定所述用户在所述资源信息库中所对应的第三初选目标对象信息;根据所述第三初选目标对象信息,结合所述用户的检索日志信息,确定与所述第三初选目标对象信息所对应的关联检索词,其中,所述关联检索词与所述第三初选目标对象信息所对应检索词的共现频次满足共现阈值条件;根据所述关联检索词,结合所述资源信息库,确定所述用户在所述资源信息库中所对应的目标对象信息。 [0076] Preferably, said object determining means 3 may candidate target object information based on the one or more, in combination with the retrieving application information, the user determines the beginning of a third resource in the repository corresponding selected from the target object information; primary target object based on the third information, binding the user to retrieve log information, determining the third primary target object information corresponding to the associated search terms, wherein the search term correlation search word and the third primary target object information corresponding to the co-occurrence frequency of co-occurrence threshold condition is satisfied; search word according to the association, in conjunction with the resource information database, determining that the user of the resource in the repository information corresponding to the target object.

[0077] 具体地,所述对象确定装置3根据所述匹配装置I所获取的一个或多个候选目标对象信息,并结合与所述候选目标对象信息所对应的检索应用信息,例如通过对所述多个候选目标信息所对应的检索应用信息中的多个维度信息进行排序等方式,对所述多个候选目标对象信息进行筛选,从而确定所述用户在所述资源信息库中所对应的第三初选目标对象息。 [0077] In particular, said object determining means 3 a device according to one or more I acquired the matching candidate target object information, and in conjunction with the application information to retrieve candidate target objects corresponding to the information, for example, by the dimensions of said plurality of information retrieval application information corresponding to the plurality of candidate object information in the sort mode, etc., of the plurality of screening candidate target object information, thereby determining whether the user corresponding to the resource in the repository The third primary target audience interest.

[0078] 所述对象确定装置3根据所述第三初选目标对象信息,结合所述用户的检索日志信息,获取所述用户在与所述第三初选目标对象信息所对应的检索词相关联的一个或多个关联检索词;其中,所述关联指的是所述关联检索词与所述第三初选目标对象信息所对应检索词的共现频次满足共现阈值条件。 [0078] The object determining device 3 according to the third primary target object information, binding the user to retrieve the log information acquired in the user-related search word and the third primary information corresponding to the target object a plurality of linked or associated search terms; wherein the association means that the search word search word associated with the third primary target object information corresponding to the co-occurrence frequency of co-occurrence threshold condition is satisfied. [0079] 在此,所述共现阈值条件如共现次数、共现时间、共现顺序等。 [0079] Here, the threshold condition cooccurrence The co-occurrence frequency and co-occurrence time, co-occurrence order and the like. 例如,所述第三初选目标对象信息所对应的检索词为A,而用户在搜索时,总是将A与B同时搜索,则当所述A和B的共现次数大于预定的阈值条件时,则将B作为关联检索词;例如,所述第三初选目标对象信息所对应的检索词为A,而用户在搜索时,检索词C与检索词A的共现时间小于一定的阈值,则将与所述检索词C作为所述关联检索词;例如,所述第三初选目标对象信息所对应的检索词为A,而用户在搜索时,搜索的顺序为:检索词D、检索词A、检索词E,由于所述检索词D、E与检索词A的顺序满足共现顺序的要求,则将与所述检索词D、E作为所述关联检索 For example, the third primary target object information corresponding to the key words of A, and the user in the search, the search always A and B at the same time, when the number of co-occurrence of A and B is greater than a predetermined threshold condition when, then B as associated search terms; e.g., the third primary target object information corresponding to the key words of a, when the user searches, the co-occurrence time is less than a certain threshold search word and the search word a is C , then C, as the search word associated with the search word; e.g., the third primary target object information corresponding to the key words of a, and when the user searches, the search order is: D search term, a search word, search word E, since the search word D, and E sequentially search word cooccurrence a satisfies the requirements of the order, then the search word D, E as the associated retrieval

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[0080] 当所述对象确定装置3确定所述关联检索词时,结合所述资源信息库,若所述关联检索词能够命中所述资源信息库中的相关信息,则将所述关联检索词所对应的资源信息作为所述用户在所述资源信息库中所对应的目标对象信息。 [0080] When the determining means 3 determines that the subject search term is associated, in conjunction with the resource information database, if the search term can be associated with the resource information related to the hit information in the repository, then the search word associated resource information corresponding to the user as the target object in the resource information corresponding to the information repository.

[0081] 从而,本发明考虑到用户的前后搜索行为往往具有一定的联系,基于用户在某个很短的特定时间段内往往会多次搜索感兴趣的某类事物以获得更加详细的需求满足的规律,若用户的某一次搜索行为被识别为兴趣点(即目标对象信息),则假设其关联搜索(如前后搜索)也是同类型的兴趣,若关联检索词也恰好命中所述资源信息库中的名称或别名,则不管关联检索词与资源信息库的匹配情况是否达到确定其为目标对象信息的条件,都将所述关联搜索词作为用户的目标对象信息,从而提高兴趣点挖掘的召回率,更加全面描述用户兴趣,防止无法达到匹配条件的兴趣点被过滤。 [0081] Thus, the present invention before and after taking into account the user's search behavior tend to have some connection, based on certain things in a very short period of user specific period of time tend to be interested in multiple searches to obtain more detailed requirements to meet the law, if a first user's search activity is recognized as a point of interest (ie, the target object information), it is assumed that the associated search (such as before and after the search) is the same type of interest, if related search terms also happens to be the hit of the resource information database the name or alias, regardless of the matching of search terms associated with the resource repository to determine whether the conditions of their information for an audience, all the related search terms as the user information of the target object, thereby enhancing the point of interest mining recall rate, a more comprehensive description of user interest, can not achieve matching conditions to prevent points of interest are filtered.

[0082] 优选地,所述对象确定装置3可以根据所述一个或多个候选目标对象信息,并结合所述检索应用信息,确定所述用户在所述资源信息库中所对应的第四初选目标对象信息;根据所述第四初选目标对象信息,结合与所述第四初选目标对象信息相对应的时间信息,确定所述用户在所述资源信息库中所对应的目标对象信息。 [0082] Preferably, said object determining means 3 may candidate target object information based on the one or more, in combination with the retrieving application information, the user determines the beginning of a fourth resource in the repository corresponding selected from the target object information; primary target object according to the fourth information, the fourth information combined primary target time corresponding to the object information, the user determines the target object in the repository resource information corresponding to .

[0083] 具体地,所述对象确定装置3根据所述匹配装置I所获取的一个或多个候选目标对象信息,并结合与所述候选目标对象信息所对应的检索应用信息,例如通过对所述多个候选目标信息所对应的检索应用信息中的多个维度信息进行排序等方式,对所述多个候选目标对象信息进行筛选,从而确定所述用户在所述资源信息库中所对应的第四初选目标对象息。 [0083] In particular, said object determining means 3 a device according to one or more I acquired the matching candidate target object information, and in conjunction with the application information to retrieve candidate target objects corresponding to the information, for example, by the dimensions of said plurality of information retrieval application information corresponding to the plurality of candidate object information in the sort mode, etc., of the plurality of screening candidate target object information, thereby determining whether the user corresponding to the resource in the repository The fourth primary target audience interest.

[0084] 所述对象确定装置3根据所述第四初选目标对象信息,通过结合与所述第四初选目标对象信息相对应的时间信息,例如,根据所述时间信息距离当前时间的远近,将所述时间信息转换成为时间衰减系数,距离当前时间越远的第四初选目标对象信息的时间衰减系数越高,从而对所述第四初选目标信息进行筛选或更新,根据筛选或更新结果确定所述用户在所述资源信息库中所对应的目标对象信息。 [0084] The object determining device 3 according to the fourth primary target object information, by combining the time information and the fourth information corresponding primary target object, e.g., information on distance according to the time of the current time , the time information is converted into a time decay coefficient, time of the fourth primary target object is farther away from the current time information of the higher attenuation coefficient, whereby the primary target fourth filter information or update, according to the screening or update result of the determination target object in the resource information of the user corresponding to the repository. 例如,对于长时间不再搜索的第四初选目标对象信息,则不再将其作为所述目标对象信息等。 For example, the primary target for the fourth time longer search object information, which is no longer used as the target object information and the like.

[0085] 或者,所述对象确定装置3根据所述第四初选目标对象信息,通过结合与所述第四初选目标对象信息相对应的时间信息,例如对所述小于一定时间阈值范围内的多个第四初选目标对象信息信息进行频次统计或聚类,从而将频次统计较高的、或是聚类结果较大的第四初选目标对象信息作为所述用户的目标对象信息等。 [0085] Alternatively, the object determining device 3 according to the fourth primary target object information, by combining the time information and the fourth information corresponding primary target object, for example, within a range of values ​​less than the predetermined time threshold a fourth plurality of target objects primary frequency information for statistical or clusters so that the higher frequency statistics, or fourth primary clustering large audience information as the user information and the like of the target object .

[0086] 优选地,所述处理设备还包括序列获取装置(未示出)和序列优选装置(未示出);其中,所述序列获取装置获取所述用户的查询序列信息;所述序列优选装置根据所述用户在所述资源信息库中所对应的目标对象信息,确定与所述查询序列信息相对应的优选查询序列信息,其中,所述优选查询序列信息基于所述查询序列信息及其中检索词所对应的目标对象信息。 [0086] Preferably, the apparatus further comprises a processing sequence obtaining means (not shown) and preferably a sequence device (not shown); wherein, said obtaining device obtains the sequence information of the user query sequence; preferably the sequence the device information of the target object in the user information database corresponding to the resource, and preferably to determine the query sequence to the query sequence information corresponding to information, wherein preferably the information based on the query sequence and the query sequence information target object information corresponding to the search term.

[0087] 具体地,所述序列获取装置根据各种通信协议(Communications Protocol),通过各类数据传输接口,与存储或提供所述查询序列信息的一个或多个数据库或其他第三方设备相交互,以获取所述数据库或所述第三方设备中所存储或提供的所述用户的查询序列信息;或者所述序列获取装置还可以根据各种通信协议(Communications Protocol),通过各类数据传输接口,与所述用户直接交互,获取所述用户通过输入、选择、触摸等方式所提交的所述用户的查询序列信息。 [0087] In particular, the sequence acquisition apparatus according to various communication protocols (Communications Protocol), through various data transmission interfaces, or providing the stored information in the query sequence or a plurality of databases or other third party devices interact , to obtain the information of the query sequence database or the third party device to the user or stored provided; or the sequence obtaining means according to various communication protocols may also (communications protocol), all types of data transmission via the interface , direct interaction with the user, the user query obtaining sequence information of the user input, selection, etc. submitted touch.

[0088] 其中,所述查询序列信息中可以包括一个或多个检索词信息。 [0088] wherein, the information query sequence may include one or more search terms information.

[0089] 所述序列优选装置根据所述用户在所述资源信息库中所对应的目标对象信息,根据所述目标对象信息所对应的检索词,以及基于所述查询序列信息及其中检索词,对所述查询序列中的检索词进行优选,从而确定与所述查询序列信息相对应的优选查询序列信 [0089] Preferably the apparatus according to the sequence information of the target object in the user information database corresponding to the resource, and the target object in accordance with information corresponding to the search word, and based on the query sequence and wherein the search word information, on the search terms in the query sequence is preferably performed to determine the query sequence to the query sequence information corresponding to the channel preferably

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[0090] 例如,对于所述用户,已经建立起检索词a与目标对象信息A之间的关联关系,当所述用户再次输入包含检索词a的查询序列时,如查询序列abc,则所述序列优选装置将所述查询序列变更为Abc,作为与所述查询序列信息abc相对应的优选查询序列信息。 [0090] For example, for the user, has established a relationship between the search word and a target object information A, when the user input search terms comprising a query sequence Again, as the query sequence ABC, then the preferably the query sequence means a sequence change abc, preferably as a query sequence to the query sequence information corresponding to information abc. 进一步地,还可以为所述用户提供与Abc相关联的搜索结果或推荐结果。 Further, the search may also be provided by the user associated with Abc or recommendation result.

[0091] 优选地,所述处理设备还包括模型确定装置(未示出),其中,所述模型确定装置根据所述目标对象信息,确定与所述用户相对应的用户特征模型。 [0091] Preferably, the apparatus further comprises a model determination processing means (not shown), wherein the device information according to the model of the target object is determined, wherein the user determines the model corresponding to the user.

[0092] 具体地,所述模型确定装置可以与所述对象确定装置3相交互,以获取所述对象确定装置3所确定的一个或多个目标对象信息;根据所述一个或多个目标对象信息,通过基于所述目标对象信息的类别、属性、与其他目标对象信息的相关性等方面,确定与所述用户相对应的用户特征模型,从而基于所述用户特征模型,实现为用户提供相对应的推荐信息等。 [0092] In particular, determining means may determine the model with the object interacting means 3, to obtain one or more target objects of the information device 3 determines determined object; based on the one or more target objects information by the target object based on the type information, attributes, and other aspects related information with other target object, the user determines the feature model corresponding to the user so that the user based on the feature model, implemented to provide users with recommended corresponding information.

[0093] 在此,利用所述用户特征模型进行推荐的推荐方式主要包括以下至少任一项: [0093] Here, using the user model preferred feature recommended methods include at least any one of the following:

[0094]-推荐其他目标对象信息,即为用户个性化推荐其感兴趣的其他目标对象信息(即资源实体,如电影、商品、地点等),通过将用户的目标对象信息与其他资源实体的特征进行匹配来进行获取,若匹配结果超过一定阈值,则将所述资源实体推荐给用户,作为用户的新的目标对象信息; [0094] - Recommended other target object information that is customized recommended other information that the target object of interest (ie resource entities, such as movies, merchandise, location, etc.), by the target object the user's information and other resources entities to obtain matching characteristics, if the matching result exceeds a certain threshold, the resource will be recommended to the user entity, as the new user information of the target object;

[0095]-推荐相似的关联目标对象信息,即通过大量用户的协同效应发掘目标对象信息之间的相关性,认为相似的用户群体所关注的目标对象信息之间具有一定的相似性。 [0095] - a similar recommendation information associated with the target object, namely to explore the correlation between the target object information through a large number of synergies user that has a certain similarity between the target object is similar to the user community of interest information. 例如:用户正在浏览的某个电影页面,可以推荐一些与该电影相似的关联电影;用户正在访问的某个商品页面,可以推荐一些与该商品类似的关联商品。 For example: the user is browsing a movie page, we can recommend some similar to those associated with the movie film; a product page the user is visiting, you can recommend some similar merchandise associated with the commodity.

[0096] 更优选地,所述处理设备还包括提供装置(未示出),其中,所述提供装置根据所述用户特征模型,将与所述用户特征模型相对应的资源信息提供至所述用户。 [0096] More preferably, the processing device further comprises providing means (not shown), wherein the characteristic providing means according to the user model, wherein the model of the user information corresponding to the resource user.

[0097] 具体地,所述提供装置根据所述模型确定装置所确定的所述用户特征模型,将根据所述用户特征模型所推荐的目标对象信息所对应的资源信息,根据各种通信协议(Communications Protocol),通过各类数据传输接口,利用直接提供的方式或者经过其他第三方设备中转等方式,将所述资源信息提供至所述用户。 [0097] In particular, said means providing said model wherein the model determines that the user device is determined according to the characteristic information of the user according to the resource model recommended target object corresponding to the information, according to various communication protocols ( Communications Protocol), through various data transmission interface, the use of direct or through other third party provided transit equipment, etc., providing the resource information to the user.

[0098] 图2示出根据本发明一个优选实施例的一种用于确定用户在资源信息库中所对应的目标对象信息的处理设备示意图;其中,所述处理设备包括匹配装置I'、维度确定装置2'、对象确定装置3',所述维度确定装置2'包括访问确定单元21'和元素映射单元22'。 [0098] FIG. 2 shows a schematic processing apparatus audiences in the resource repository user information corresponding to a preferred embodiment of the present invention is a method for determining According; wherein said processing apparatus includes a matching means I ', a dimension determination means 2 ', object determining means 3', the dimension determining apparatus 2 'includes an access determination unit 21' and element mapping unit 22 '. 具体地,匹配装置I'根据用户的检索词,在资源信息库中进行匹配查询,以获得与所述检索词相对应的一个或多个候选目标对象信息;访问确定单元21'根据所述用户在所述检索词下所对应的检索日志信息,确定与所述候选目标对象信息相关联的一个或多个访问对象信息;维度确定单元22'根据所述访问对象信息,确定所述候选目标对象信息所对应的检索应用信息,其中,所述检索应用信息包括所述候选目标对象信息在所述检索日志信息中的一个或多个应用维度信息;对象确定装置3'根据所述一个或多个候选目标对象信息,并结合所述检索应用信息,确定所述用户在所述资源信息库中所对应的目标对象信息。 Specifically, the matching means I 'according to the user's search terms, matches query at a resource repository, to obtain a search word corresponding to the one or more candidate target object information; access determination unit 21' according to the user in retrieving the log information corresponding to the search term, determining one or more access the candidate object information associated with the target object information; determining a dimension 22 'according to the access subject information unit, determining the candidate target object retrieving information corresponding to the application information, wherein said information comprises retrieving the candidate target object information dimensions in one or more applications to retrieve log information of the application information; object determination device 3 'according to the one or more candidate target object information, and application information in conjunction with the search, the target object is determined in the resource information of the user corresponding to the repository.

[0099] 其中,所述处理设备的匹配装置I'、对象确定装置3'与图1所示对应装置相同或基本相同,故此处不再赘述,并通过弓I用的方式包含于此。 [0099] wherein, the matching means processing equipment I ', object determining device 3' shown in FIG. 1 correspond to the same or substantially the same means, and therefore not be repeated here, by way of the bow and is incorporated herein by I.

[0100] 上述各装置之间是持续不断工作的,在此,本领域技术人员应理解“持续”是指上述各装置分别实时地,或者按照设定的或实时调整的工作模式要求,进行候选目标对象信息的获取、访问对象信息的确定、检索应用信息的确定、目标对象信息的确定等,直至所述处理设备停止获取与所述检索词相对应的一个或多个候选目标对象信息。 [0100] between each of the continuous operating means is, in this case, skilled in the art will appreciate that "continuous" refers to the above-described apparatus are in real time, or according to the requirements of real-time adjustment or setting of the operating mode, a candidate takes the target information, the object information to determine access, retrieve application information determined, determining a target object information and the like, the one or more candidate target object information acquiring apparatus stops the search terms until the corresponding processing.

[0101] 访问确定单元21'根据所述用户在所述检索词下所对应的检索日志信息,确定与所述候选目标对象信息相关联的一个或多个访问对象信息。 [0101] access determination unit 21 'according to the user at the search term corresponding to the retrieved log information, determining one or more access subject information with the candidate target object information is associated.

[0102] 具体地,所述访问确定单元21'根据各种通信协议(Communications Protocol),通过各类数据传输接口,与存储或提供所述用户的检索日志信息的一个或多个数据库或其他第三方设备相交互,以获取所述数据库或所述第三方设备中所存储或提供的用户的检索日志信息,进而获取所述用户在所述检索词下所对应的检索日志信息;或者所述访问确定单元21'还可以根据各种通信协议(Communications Protocol),通过各类数据传输接口,与所述用户直接交互,获取所述用户通过输入、选择、触摸等方式所提交的检索信息,进而获得所述用户在所述检索词下所对应的检索日志信息。 [0102] Specifically, the determining one or more access database unit 21 'according to various communication protocols (Communications Protocol), through various data transmission interface, and the user store or provide retrieval of log information or other interacts party devices, to obtain the database or the third party apparatus in the user store or provide retrieval of log information, thereby acquiring the user in the search log information retrieval corresponding to the word; or the access determining unit 21 'according to various communication protocols may also (communications protocol), through various data transmission interface, to interact directly with the user, acquires the search information input by the user, selection, etc. submitted touch, and thus obtained the search log information of the user in the corresponding search term.

[0103] 其中,所述检索日志信息包括所述用户的id信息、cookie信息、检索词、检索时间、所述用户通过点击、触摸等方式所选择的一条或多条检索结果信息中的一种或多种;在此,所述检索结果信息中包含检索结果所对应的URL信息以及所述URL所对应的页面标题信息、页面内容信息等。 One kind of one or more pieces of search result information [0103] wherein the log information comprises retrieving the information of the user id, Cookie information, search word, search time, selected by the user by clicking, etc. in touch or more; in this case, the search result information includes URL information corresponding to the search result page title information, and the content information page corresponding to the URL and the like. 所述用户在所述检索词下所对应的检索日志信息,则为指向所述检索词的检索时间、以及所述用户通过点击、触摸等方式所选择的在所述检索词下的一条或多条检索结果信息。 The search log information of the user in the corresponding search term, the search term was directed search time, and the user clicks, touch, etc. of the selected one of the word in the search or Article search result information.

[0104] 所述访问确定单元21'根据所述用户在所述检索词下所对应的检索日志信息,通过基于所述用户的点击、输入等选择操作,将所述用户所选中的一个或多个链接信息(URL信息)作为与所述候选目标对象信息相关联的一个或多个访问对象信息。 [0104] The access determining unit 21 'to retrieve the log information according to the user at the corresponding search term by clicking on the user, the input selection operation, etc., the user selected one or more link information (URL information) with the candidate as a target object information associated with the one or more access subject information.

[0105] 维度确定单元22'根据所述访问对象信息,确定所述候选目标对象信息所对应的检索应用信息,其中,所述检索应用信息包括所述候选目标对象信息在所述检索日志信息中的一个或多个应用维度信息。 [0105] dimension determination unit 22 'according to the access subject information retrieval application information to determine the candidate information corresponding to the target object, wherein the application information comprises retrieving the candidate target object information in the search log information one or more application dimension information.

[0106] 所述维度确定单元22'根据所述访问对象信息,结合所述检索日志信息,确定所述访问对象信息所对应的一个或多个应用维度信息,并将所述应用维度信息作为所述候选目标对象信息所对应的检索应用信息。 [0106] The dimension determination unit 22 'according to the access subject information, in conjunction with the search log information, determining one or more applications dimensional information corresponding to the access subject information, and the application as the dimension information said retrieving application information candidate corresponding to the target object information.

[0107] 其中,所述应用维度信息包括但不限于以下至少任一项: [0107] wherein the dimension information includes, but application is not limited to at least any one of the following:

[0108]-资源基本维度信息:即所述用户通过点击、触摸等方式所选择的一条或多条访问对象信息与所述候选目标对象相对应的数目,例如,继上例,用户的检索词为“海贼王”,并且所述“海贼王”为候选目标对象信息,然后用户在与“海贼王”相对应的搜索结果中,点击了N条与“海贼王”相对应的URL,则将N或者根据预定计算方式对N处理后的数据(如将N条URL分别乘以所述URL所对应的站点的权重值),作为与该用户的检索词“海贼王”相对应的资源基本维度信息; [0108] - Information Resources basic dimensions: the number of the one or more pieces of information with the candidate access object user by clicking on the target object, touch, etc. corresponding to the selected mode, for example, following the example search term, the user is "Piece" and the "Piece" as candidate target object information, and the user then "Piece" corresponding to the search results, click on the URL corresponding to the N and "Piece", in accordance with predetermined or changing the N data processing is calculated for the N (e.g., the URL of the N weight values ​​are multiplied by the corresponding site URL) as the user's search terms "Piece" substantially corresponding to the dimension information resource;

[0109]-资源标题维度信息:即所述用户通过点击、触摸等方式所选择的一条或多条访问对象信息中,所述访问对象信息所对应的页面的标题中包含所述候选目标对象信息的数目,例如,继上例,用户点击了N条与“海贼王”相对应的URL,所述N条URL所对应的页面的标题中,有M个都包含了候选目标对象信息“海贼王”,则将M或者根据预定计算方式对M处理后的数据(如将M个标题分别乘以所述URL所对应的站点的权重值,其中,若所述标题中含有特殊加强符号,则所述标题所对应的权重值高),作为与该用户的检索词“海贼王”相对应的资源标题维度信息; [0109] - Resource title dimensional information: i.e. the one or more users to access information by clicking on the object, touching, etc. of the selected title information corresponding to the access subject page contains information about the candidate target objects number, for example, following the above example, the user clicks on the N "Piece" corresponding to the URL, the title of the page corresponding to the URL of the N, there are M number of candidate target object information contains "Piece", then M or M data after the treatment (e.g., the M header is multiplied by the corresponding site URL is calculated in accordance with a predetermined weight value, wherein, if the header contains a special reinforcing symbols, then the title weights corresponding high weight value), as the resource title search word corresponding to the user's "Piece" dimension information;

[0110]-资源文本维度信息:即所述用户通过点击、触摸等方式所选择的一条或多条访问对象信息中,所述访问对象信息所对应的页面的内容中包含所述候选目标对象信息的数目、或与所述候选目标对象信息相关联的其他信息的数目,例如,继上例,用户点击了N条与“海贼王”相对应的URL,所述N条URL所对应的页面的内容中,包含了K个候选目标对象信息“海贼王”,则将K或者根据预定计算方式对K处理后的数据(如将K个内容分别乘以所述URL所对应的站点的权重值),作为与该用户的检索词“海贼王”相对应的资源文本维度信息。 [0110] - resource text dimensional information: i.e. the one or more users to access information by clicking on the object, and the like touch the selected mode, the contents of the access target information corresponding to the page information including the candidate target objects number, or other information about the number of candidate target object information associated with, for example, following the above example, the user clicks on the N "Piece" corresponding to the URL, the content of said N corresponding to the URL of the page in the target candidate contains the object information K "Piece", the data of the K or K treatment (e.g., the K content is multiplied by a weight value corresponding to the URL of the site right) according to a predetermined calculation, as the user's search terms, "One Piece" resource corresponding to the dimensions of text information.

[0111] 优选地,所述访问确定单元21'可以根据所述用户在所述检索词下所对应的检索日志信息,结合所述资源信息库,确定与所述候选目标对象信息相关联的一个或多个访问对象信息。 [0111] Preferably, the access determination unit 21 'according to the user at the search term corresponding to the retrieved log information, in conjunction with the resource information repository, and determining one of the candidate target object information associated or more access object information.

[0112] 具体地,所述访问确定单元21'可以根据所述用户在所述检索词下所对应的检索日志信息,确定所述用户通过点击、输入等选择操作所选中的一个或多个链接信息(URL信息),然后将所述链接信息与所述资源信息库中所包含的链接信息进行匹配,若所述链接信息与所述资源信息库中所包含的链接信息成功匹配,则将所述链接信息作为与所述候选目标对象信息相关联的访问对象信息;反之,则所述链接信息不属于与所述候选目标对象信息相关联的访问对象信息。 [0112] In particular, the access determination unit 21 'according to the user at the search term corresponding to the retrieved log information, determining that the user clicks through one or more links, and other input selection operation selected information (URL information), then the link information and the resource information contained in the database link information matching, if the link information and the resource information database contained information linking a successful match, then the said link information as an access target object and the candidate object information associated with the information; otherwise, the link information is not accessing the candidate object information associated with the target object information. 从而提高了所述访问对象信息的准确性。 Thereby improving the accuracy of the information to access the object.

[0113] 图3示出根据本发明另一个方面的一种用于确定用户在资源信息库中所对应的目标对象信息的方法流程图。 [0113] Figure 3 illustrates a flowchart of a method in a user resource repository information corresponding to the target object to another aspect of the present invention is a method for determining in accordance with. 具体地,在步骤Si中,所述处理设备根据用户的检索词,在资源信息库中进行匹配查询,以获得与所述检索词相对应的一个或多个候选目标对象信息;在步骤s2中,所述处理设备根据所述用户在所述检索词下所对应的检索日志信息,确定所述候选目标对象信息所对应的检索应用信息,其中,所述检索应用信息包括所述候选目标对象信息在所述检索日志信息中的一个或多个应用维度信息;在步骤s3中,所述处理设备根据所述一个或多个候选目标对象信息,并结合所述检索应用信息,确定所述用户在所述资源信息库中所对应的目标对象信息。 Specifically, in step Si, the processing apparatus, according to the user's search term matching the query resource information base, to obtain one or more candidate target object information corresponding to the search word; in step s2 the processing apparatus according to the user at the search term corresponding to the retrieved log information, retrieve application information to determine the candidate information corresponding to the target object, wherein the application information comprises retrieving the candidate target object information one or more applications dimensional information in the search log information; in the step s3, the candidate target object information processing apparatus according to the one or more, in combination with the retrieving application information, the user determines audience resource information of the corresponding repository.

[0114] 上述各步骤之间是持续不断工作的,在此,本领域技术人员应理解“持续”是指上述各步骤分别实时地,或者按照设定的或实时调整的工作模式要求,进行候选目标对象信息的获取、检索应用信息的确定、目标对象信息的确定等,直至所述处理设备停止获取与所述检索词相对应的一个或多个候选目标对象信息。 [0114] between each of the steps is ongoing work in this art will appreciate that the present art "Length" refers to the above-described steps are in real time, or according to a set operation mode or real-time adjustment of the requirements, a candidate takes the target information, OK, the target object information retrieving application information and the like, the one or more candidate target object information acquiring apparatus stops the search terms until the corresponding processing.

[0115] 在步骤Si中,所述处理设备根据用户的检索词,在资源信息库中进行匹配查询,以获得与所述检索词相对应的一个或多个候选目标对象信息。 [0115] In step Si, the processing apparatus, the resource matching the query based on the search terms in the information database of the user to obtain one or more candidate target object information corresponding to the search word.

[0116] 具体地,在步骤si中,所述处理设备根据各种通信协议(CommunicationsProtocol),通过各类数据传输接口,与存储或提供所述检索词或查询序列信息的一个或多个数据库或其他第三方设备相交互,以获取所述数据库或所述第三方设备中所存储或提供的用户的检索词;或者在步骤Si中,所述处理设备还可以根据各种通信协议(Communications Protocol),通过各类数据传输接口,与所述用户直接交互,获取所述用户通过输入、选择、触摸等方式所提交的检索词或查询序列信息。 [0116] Specifically, in step si, the processing apparatus according to various communication protocols (CommunicationsProtocol), through various data transmission interfaces, or providing the stored search terms or query sequence information or a database, or a plurality of other third party devices interact, to obtain the search word or the third party database stored in the apparatus or to provide a user; or Si in step, the processing apparatus may further according to various communication protocols (communications protocol) through various data transmission interfaces, direct interaction with the user, obtaining the search term input by the user, selection, etc. to touch or submitted query sequence information.

[0117] 在此,在步骤Si中,所述处理设备可以将所述数据库或第三方设备所存储的用户的查询序列(query)信息直接作为检索词,也可以对所述数据库或第三方设备所存储的用户的查询序列(query)信息进行分词后,获得一个或多个检索词;同理,在步骤si中,所述处理设备可以将所述用户所输入的查询序列(query)信息直接作为检索词,也可以对所述用户所输入的查询序列(query)信息进行分词后,获得一个或多个检索词。 User query sequence (query) [0117] Here, in step Si, the processing device may be a database or the third party device directly stored information as the search term, the database may be a third party device or after the user's query sequence (query) of the stored word information, obtain one or more search terms; Similarly, in step si, the processing device may query sequence (query) entered by the user directly to the information after as the search term, may be performed on the query word sequence (query) entered by the user information, obtain one or more search terms. 在此,是否需要分词可根据所述查询序列信息的长度、语义等进行确定。 In this case, the need for segmentation may be determined according to the length of the query sequence information, semantics.

[0118] 例如,当用户输入查询序列信息“让子弹飞”时,则将“让子弹飞”直接作为检索词;当用户输入查询序列信息“郭敬明小时代”时,则将“郭敬明”和“小时代”分别作为两个检索词。 [01] For example, when a user enters a query sequence information, "Let the bullets fly," the will "Let the bullets fly" directly as a search term; when a user enters a query sequence information "GJM small time", then "GJM" and " small time ", respectively, as the two search terms.

[0119] 当步骤Si中,所述处理设备获取所述用户的检索词时,将所述检索词在预定的资源信息库中进行匹配查询,若所述检索词命中所述资源信息库中的资源信息,则将所述资源信息作为与所述检索词相对应的一个或多个候选目标对象信息。 [0119] When step in Si, the processing apparatus acquires the user's search term, the search term matching the query at the predetermined resource information database, if the search word hits the resource information repository resource information, the information as the search word corresponding to the resource to one or more candidate target object information.

[0120] 其中,所述资源信息库可以是系统默认的、或是用户指定的、或是根据应用需求所设置的资源信息库;例如,如需要统计用户对特定分类的资源的目标对象信息,则将与该特定分类的资源所对应的资源信息库作为用来匹配检索词的预定的资源信息库;例如,如用户希望获取某一方向的资源,则可以指定特定的资源信息库,从而获取系统所确定的该方向的目标对象信息。 [0120] wherein, the resource information repository may be a system default or user-specified, or resource information database according to the application requirements set; e.g., a target object such as the user requires statistical information specific category of resource, then the classification of a particular resource corresponding to resource information repository matching the search term as a predetermined resource information base; e.g., as the user desires to obtain a certain direction resource, the resource information can specify a particular repository, so as to obtain audience direction information of the system determined. 在此,所述资源信息库包括但不限于多媒体作品信息库(如电影作品信息库、音乐作品信息库、动漫作品信息库、小说作品信息库、其他书籍信息库等,或者前述两个或多个的混合多媒体作品信息库)、地点信息库、商品信息库;从而通过所述资源信息库,可以对用户与兴趣实体相关的兴趣点进行挖掘,如对多媒体作品的目标对象信息(如希望观看的多媒体作品的兴趣点)、如对地点相关的目标对象信息(如感兴趣的餐厅、喜欢的旅游景点等)、如对商品相关的目标对象信息(如感兴趣的商品等)。 Here, the resource information base including but not limited to Multimedia Information Base (e.g., a movie information database, the musical piece information database, anime repository, the repository novels, books other repositories, etc., or two or more of the preceding mixing a multimedia database), the location information database, product information database; thus, can carry out excavation, the multimedia information such as work target object (e.g., the user wishes to view associated with the entity of interest by the resource point of interest information repository points of interest multimedia works), such as the location of the target object related information (such as interest restaurants, favorite tourist spots), as the target object information related merchandise (such as interest and other commodities).

[0121] 以所述资源信息库为多媒体作品信息库为例,所述资源信息库中包括但不限于以下至少任一项: [0121] In the repository multimedia information resource repository work as an example, the resource information included in the library but not limited to at least any one of:

[0122]-所述分类资源所对应的资源名称信息,其中,所述资源名称信息中包括一个或多个别名信息,例如,所述分类资源为“海贼王”时,则存储“海贼王” “one piece” “航海王”等多个资源名称信息; [0122] - resource name information corresponding to the classification resource, wherein the resource information includes the name of one or more alias information, e.g., the resource classified as "Piece", the stored "Piece" "One piece "" One Piece "and many other names of information resources;

[0123]-所述分类资源所对应的资源属性信息,例如,所述分类资源为“海贼王”时,则存储“海贼王”所对应的作者、国别、出品时间、登场人物、章节目录、内容简介; [0123] - resource attribute information corresponding to the classification of resources, for example, the resource classified as "One Piece", the store "One Piece" corresponding author, country, Sands of time, dramatis personae, chapter directory, content Introduction;

[0124]-所述分类资源所对应的url信息,例如,所述分类资源为“海贼王”时,则将与“海贼王”相关联的垂直站点的网址的url列表作为与“海贼王”所对应的url信息,所述url列表中的每个url都对应于“海贼王”这个作品,例如是该作品的介绍、fansite、资源信息站等。 [0124] - when url information corresponding to the resource classified, for example, the resource classified as a "one piece", and then list the URL url associated vertical sites "Piece" and as "Piece" corresponding url information, url the list corresponds to each url "Piece" the ad, for example, the work described, fansite, station resource information.

[0125] 例如,当在步骤si中,所述处理设备获取所述用户的检索词“one piece”时,将所述检索词在预定的资源信息库中进行匹配查询,所述检索词“one piece”命中该资源信息库中的资源信息“海贼王”,则将所述资源信息“海贼王”作为与所述检索词相对应的候选目标对象信息。 [0125] For example, when in step si, the processing apparatus acquires the user's search term "one piece", the search word matches the predetermined resource query information database, the search word "one piece ... "hit the resource repository resource information" Piece ", then the resource information" Piece "as a search term corresponding to the candidate target object information.

[0126] 需要说明的是,上述举例仅为更好地说明本发明的技术方案,而非对本发明的限制,本领域技术人员应该理解,任何根据用户的检索词,在资源信息库中进行匹配查询,以获得与所述检索词相对应的一个或多个候选目标对象信息的方式、或者任何资源信息库的类型或其包含的内容信息,均应包含在本发明的范围内。 [0126] Incidentally, the above example is merely to better illustrate the technical solutions of the present invention, not limitation of the invention, those skilled in the art will appreciate, any of the user's search terms, matches the resource repository query to retrieve the candidate target objects manner with the search word information corresponding to one or more, or any type of content or resource information database contains information should be included within the scope of the present invention.

[0127] 优选地,在步骤Si中,所述处理设备可以根据用户的检索词,在资源信息库中进行匹配查询,以获得与所述检索词相对应的一个或多个候选资源信息;根据所述候选资源信息,确定与所述检索词相对应的一个或多个候选目标对象信息。 [0127] Preferably, in step Si, the processing device may be matched in the resource information database query based on the search terms the user in order to obtain one or more resource candidate information corresponding to the search word; according the candidate resource information, determine one or more candidate target object information corresponding to the search word.

[0128] 具体地,当在步骤Si中,所述处理设备获取所述用户的检索词时,将所述检索词在预定的资源信息库中进行匹配查询,若所述检索词命中所述资源信息库中的资源属性信息或其他相关信息,则将所述资源属性信息或其他相关信息作为与所述检索词相对应的一个或多个候选资源信息;根据所述候选资源信息,将与所述资源属性信息相对应的资源信息(如资源名称信息),确定为与所述检索词相对应的一个或多个候选目标对象信息。 [0128] Specifically, when in step Si, the processing apparatus acquires the user's search term, the search term matching the query at the predetermined resource information database, if the search word hits the resource Dev information, or other relevant information, the attribute information of the resource or other related information as the search word repository corresponding to the one or more candidate resource information; according to the resource candidate information, and the resource information corresponding to said attribute information resource (e.g., resource name information), specifying information for one or more candidate target object and the corresponding search word.

[0129] 例如,当在步骤Si中,所述处理设备获取所述用户的检索词“尾田荣一郎”时,将所述检索词在预定的资源信息库中进行匹配查询,所述检索词命中所述资源信息库中的资源属性信息“作者信息”,则将所述“作者信息:尾田荣一郎”作为与所述检索词相对应的一个或多个候选资源信息;根据所述候选资源信息,将与所述“作者信息”相对应的资源信息,即“海贼王”,确定为与所述检索词相对应的一个或多个候选目标对象信息。 [0129] For example, when Si in step, the processing apparatus acquires the user's search term "Eiichiro Oda", the search word matches the predetermined resource query information database, the search word hits one or more candidates to the resource information as a search word corresponding to; information according to the candidate resource: resource attribute information of the resource information repository "author information", "information of Eiichiro Oda" then the the resource information with the "author information" corresponds to, i.e., "Piece", is determined for one or more candidate target object information corresponding to the search word.

[0130] 从而通过这些更细粒度的资源属性信息,判断用户实际希望得到的候选目标对象信息;还可以通过这些更细粒度的资源属性信息,实现跨资源库的推荐(如根据演员八,将其主演的电影、电视剧、参加的综艺节目、相关娱乐资讯等均作为候选目标对象信息),以实现更加精准丰富的推荐服务。 [0130] so that these resources more fine-grained attribute information to determine the target object candidate information a user actually want to get; but also through these more granular resource attribute information to achieve the recommended cross-repository (eg according to the actor Eight, will starring film, television, participate in variety shows, etc. related entertainment information as candidate target object information) in order to achieve a more accurate abundant referral service.

[0131] 需要说明的是,上述举例仅为更好地说明本发明的技术方案,而非对本发明的限制,本领域技术人员应该理解,任何根据用户的检索词,在资源信息库中进行匹配查询,以获得与所述检索词相对应的一个或多个候选资源信息,并根据所述候选资源信息,确定与所述检索词相对应的一个或多个候选目标对象信息方式,均应包含在本发明的范围内。 [0131] Incidentally, the above example is merely to better illustrate the technical solutions of the present invention, not limitation of the invention, those skilled in the art will appreciate, any of the user's search terms, matches the resource repository query to obtain one or more resource candidate information corresponding to the search word, and based on the candidate resource information, determine one or more candidate target object information and the mode corresponding to the search word, should be included within the scope of the present invention.

[0132] 在步骤s2中,所述处理设备根据所述用户在所述检索词下所对应的检索日志信息,确定所述候选目标对象信息所对应的检索应用信息,其中,所述检索应用信息包括所述候选目标对象信息在所述检索日志信息中的一个或多个应用维度信息。 [0132] In step s2, the processing apparatus according to the user at the search term corresponding to the retrieved log information, retrieve application information to determine the candidate information corresponding to the target object, wherein the retrieving application information the candidate target object information including one or more applications dimensional information in the search log information. [0133] 具体地,在步骤s2中,所述处理设备根据各种通信协议(CommunicationsProtocol),通过各类数据传输接口,与存储或提供所述用户的检索日志信息的一个或多个数据库或其他第三方设备相交互,以获取所述数据库或所述第三方设备中所存储或提供的用户的检索日志信息,进而获取所述用户在所述检索词下所对应的检索日志信息;或者在步骤s2中,所述处理设备还可以根据各种通信协议(Communications Protocol),通过各类数据传输接口,与所述用户直接交互,获取所述用户通过输入、选择、触摸等方式所提交的检索信息,进而获得所述用户在所述检索词下所对应的检索日志信息。 [0133] Specifically, in step s2, the processing apparatus according to various communication protocols (CommunicationsProtocol), through various data transmission interface, providing the user or stored in a log of information retrieval or more databases or other interact with third-party equipment, to obtain the database or the third party device or stored in a user supplied retrieve log information, thereby acquiring the user in the search log information retrieving the corresponding word; or step s2, the processing apparatus may further according to various communication protocols (communications protocol), through various data transmission interfaces, direct interaction with the user, acquires the search information input by the user, selection, etc. submitted touch , then get the user to retrieve the log information in the corresponding search term.

[0134] 其中,所述检索日志信息包括所述用户的id信息、cookie信息、检索词、检索时间、所述用户通过点击、触摸等方式所选择的一条或多条检索结果信息中的一种或多种;在此,所述检索结果信息中包含检索结果所对应的URL信息以及所述URL所对应的页面标题信息、页面内容信息等。 One kind of one or more pieces of search result information [0134] wherein the log information comprises retrieving the information of the user id, Cookie information, search word, search time, selected by the user by clicking, etc. in touch or more; in this case, the search result information includes URL information corresponding to the search result page title information, and the content information page corresponding to the URL and the like. 所述用户在所述检索词下所对应的检索日志信息,则为指向所述检索词的检索时间、以及所述用户通过点击、触摸等方式所选择的在所述检索词下的一条或多条检索结果信息。 The search log information of the user in the corresponding search term, the search term was directed search time, and the user clicks, touch, etc. of the selected one of the word in the search or Article search result information.

[0135] 在步骤s2中,所述处理设备通过获取所述用户在所述检索词下所对应的检索日志信息,对所述检索日志信息中的内容进行统计整合,从而获取所述候选目标对象信息在所述检索日志信息中的一个或多个应用维度信息;根据所述一个或多个应用维度信息,将所述一个或多个应用维度信息所对应的信息确定为所述候选目标对象信息所对应的检索应用信息。 [0135] In step s2, the processing apparatus, the content of the search log information integrated by acquiring statistical information of the user in retrieving the log search term corresponding to the so as to acquire the candidate target objects information about one or more applications dimensional information in the search log information; one or more applications according to the dimension information, the information of the one or more applications corresponding to the dimension information is determined as the candidate target object information retrieving information corresponding to the application.

[0136] 其中,所述应用维度信息包括但不限于以下至少任一项: [0136] wherein the dimension information includes, but application is not limited to at least any one of the following:

[0137]-资源基本维度信息:即所述用户通过点击、触摸等方式所选择的一条或多条检索结果信息与所述候选目标对象相对应的数目,例如,继上例,用户的检索词为“海贼王”,并且所述“海贼王”为候选目标对象信息,然后用户在与“海贼王”相对应的搜索结果中,点击了N条与“海贼王”相对应的URL,则将N或者根据预定计算方式对N处理后的数据(如将N条URL分别乘以所述URL所对应的站点的权重值),作为与该用户的检索词“海贼王”相对应的资源基本维度信息; [0137] - Information Resources basic dimensions: the number of the one or more pieces of search result information to the user by clicking on the candidate target objects, touch, etc. corresponding to the selected mode, for example, following the example search term, the user is "Piece" and the "Piece" as candidate target object information, and the user then "Piece" corresponding to the search results, click on the URL corresponding to the N and "Piece", in accordance with predetermined or changing the N data processing is calculated for the N (e.g., the URL of the N weight values ​​are multiplied by the corresponding site URL) as the user's search terms "Piece" substantially corresponding to the dimension information resource;

[0138]-资源标题维度信息:即所述用户通过点击、触摸等方式所选择的一条或多条检索结果信息中,所述检索结果信息所对应的页面的标题中包含所述候选目标对象信息的数目,例如,继上例,用户点击了N条与“海贼王”相对应的URL,所述N条URL所对应的页面的标题中,有M个都包含了候选目标对象信息“海贼王”,则将M或者根据预定计算方式对M处理后的数据(如将M个标题分别乘以所述URL所对应的站点的权重值,其中,若所述标题中含有特殊加强符号,则所述标题所对应的权重值高),作为与该用户的检索词“海贼王”相对应的资源标题维度信息; [0138] - Resource title dimensional information: i.e. the one or more user by clicking on the search result information, and the like touch the selected mode, the header information of the search result page corresponding to the target candidate contains the object information number, for example, following the above example, the user clicks on the N "Piece" corresponding to the URL, the title of the page corresponding to the URL of the N, there are M number of candidate target object information contains "Piece", then M or M data after the treatment (e.g., the M header is multiplied by the corresponding site URL is calculated in accordance with a predetermined weight value, wherein, if the header contains a special reinforcing symbols, then the title weights corresponding high weight value), as the resource title search word corresponding to the user's "Piece" dimension information;

[0139]-资源文本维度信息:即所述用户通过点击、触摸等方式所选择的一条或多条检索结果信息中,所述检索结果信息所对应的页面的内容中包含所述候选目标对象信息的数目、或与所述候选目标对象信息相关联的其他信息的数目,例如,继上例,用户点击了N条与“海贼王”相对应的URL,所述N条URL所对应的页面的内容中,包含了K个候选目标对象信息“海贼王”,则将K或者根据预定计算方式对K处理后的数据(如将K个内容分别乘以所述URL所对应的站点的权重值),作为与该用户的检索词“海贼王”相对应的资源文本维度信息。 [0139] - resource text dimensional information: i.e. the one or more user by clicking on the search result information, and the like touch the selected mode, the contents of the search result page corresponding to the information contained in the candidate target object information number, or other information about the number of candidate target object information associated with, for example, following the above example, the user clicks on the N "Piece" corresponding to the URL, the content of said N corresponding to the URL of the page in the target candidate contains the object information K "Piece", the data of the K or K treatment (e.g., the K content is multiplied by a weight value corresponding to the URL of the site right) according to a predetermined calculation, as the user's search terms, "One Piece" resource corresponding to the dimensions of text information. [0140] 从而,在步骤s2中,所述处理设备将所述一个或多个应用维度信息,如资源基本维度信息、资源标题维度信息、资源文本维度信息中的一个或多个,作为所述候选目标对象信息所对应的检索应用信息。 [0140] Accordingly, in step s2, processing device to the one or more applications of the dimension information, the one or more resources such as basic dimension information, resource information title dimension, the dimension text resource information, as the retrieving application information candidate corresponding to the target object information.

[0141] 在步骤s3中,所述处理设备根据所述一个或多个候选目标对象信息,并结合所述检索应用信息,确定所述用户在所述资源信息库中所对应的目标对象信息。 [0141] In step s3, the candidate target object information processing apparatus according to one or more of, and in conjunction with the application to retrieve information, the target object is determined in the resource information of the user corresponding to the repository.

[0142] 具体地,在步骤S3中,所述处理设备根据所述步骤Si中所获取的一个或多个候选目标对象信息,并结合与所述候选目标对象信息所对应的检索应用信息,例如通过对所述多个候选目标信息所对应的检索应用信息中的多个维度信息进行排序、加权排序等方式,对所述多个候选目标对象信息进行筛选或基于一定的阈值进行过滤,从而将排序靠前的、或是大于所述过滤阈值的候选目标信息,确定为所述用户在所述资源信息库中所对应的目标对象信息,从而实现了在特定资源范围内的对所述目标对象信息的获取,能提高用户对特定资源的兴趣点挖掘准确性,提高兴趣点识别的准确性和召回率,通过结合所述检索应用信息,避免同义词等兴趣提取不准确的情况,为用户提供更加精准的个性化推荐。 [0142] Specifically, in step S3, the processing apparatus according to one or more of the candidate target object information acquired in step Si, in conjunction with the candidate retrieve application information corresponding to the target object information, e.g. by retrieving the plurality of dimensions of said plurality of candidate target application information corresponding to the information to be sorted, a weighted sorting mode information, the plurality of candidate target object information based on the filter or filtering a certain threshold, thereby the top-ranking, filtering to or greater than the threshold value candidate object information is determined as the target object in the resource information of the user information database corresponding to the target objects that implement a particular resource within a range of access to information, the user can increase the interest point to specific resources excavation accuracy, improving the accuracy of the point of interest identification and recall, by combining the information retrieval applications, avoiding synonyms interest extractor inaccurate, to provide users with more accurate personalized recommendations.

[0143] 在此,所述检索应用信息除了可以用来进行排序或加权排序外,以进行筛选所述候选目标对象信息外,还可以协助判断所述用户的候选目标对象信息的类别。 Category [0143] Here, the search application information may be used in addition to sort or outer weighted sort, to filter the candidate target object information, the user may also help determine whether the candidate target object information. 例如,当用户输入检索词“苹果”,所述“苹果”可以是手机、电影、水果等类别,若希望提取用户对电影的兴趣,则所述资源信息库为电影作品信息库,若用户的检索应用信息(如所点击的URL信息)命中了所述电影作品信息库,则所述用户的检索词所对应的目标对象信息是电影类型的“苹果”。 For example, when a user enters the search term "apple", the "Apple" may be cell phones, movies, and other types of fruit. If you want to extract user interest in film, then the film works as a resource repository repository, if the user audience information retrieval application information (such as URL information clicked) films hit the repository, the user's search term corresponding to the type of movie is "apple."

[0144] 进一步地,在步骤S3中,所述处理设备可以根据所述步骤Si中所获取的一个或多个候选目标对象信息,并结合与所述候选目标对象信息所对应的检索应用信息,例如通过对所述多个候选目标信息所对应的检索应用信息中的多个维度信息进行排序等方式,对所述多个候选目标对象信息进行筛选,从而确定所述用户在所述资源信息库中所对应的一个或多个初选目标对象信息;然后根据所述一个或多个初选目标对象信息,结合所述初选目标对象信息的对象相关信息,确定所述用户在所述资源信息库中所对应的目标对象信息。 [0144] Further, in step S3, the processing apparatus may according to one or more of the candidate target object information acquired in step Si, in conjunction with the candidate retrieve application information corresponding to the target object information, by way of example, sorting information of a plurality of dimensions for said plurality of candidate target information corresponding to the information retrieval applications, the plurality of screening candidate target object information, the user to determine the resource information repository one or more primary target objects corresponding to the information; then, based on the one or more target objects primary information, in conjunction with the primary target object information object related information, determining the resource information in the user audience corresponding repository.

[0145] 其中,所述对象相关信息包括但不限于以下至少任一项: [0145] wherein the object-related information including but not limited to at least any one of:

[0146]-所述初选目标对象信息所对应的资源名称信息,如所述初选目标对象信息为资源作者信息或资源属性信息,则将所述初选目标对象信息所对应的资源名称信息确定为所述目标对象信息; [0146] - the primary resource name information corresponding to the information of the target object, the target object as the primary resource of information attribute information or resource information, the resource name information of a target primary object information corresponding to the information determined as the target object;

[0147]-所述初选目标对象信息所对应的对象属性信息,如所述初选目标对象信息在所述资源信息库中对应一个或多个对象属性信息(如作者、国别、出品时间、登场人物、章节目录、内容摘要关键字等),则将所述对象属性信息作为所述目标对象信息; [0147] - the primary object attribute information corresponding to the information of the target object, the target object as the primary information corresponding to one or more object attribute information in the resource information repository (e.g., author, country, time produced , the debut figures of chapters, a summary of keywords, etc.), then the object attribute information as the target object information;

[0148]-所述初选目标对象信息所对应的检索相关信息,如根据所述检索相关信息,可以确定与所述初选目标对象所对应的检索词相对应的关联检索词,且所述关联检索词信息命中所述资源信息库中的资源信息,则将所述关联检索词所对应的资源信息直接作为所述目标对象信息; [0148] - to retrieve information about the primary information corresponding to the target object, as according to the searching related information may be determined with the primary target object corresponding to the search word corresponding to the associated search terms, and the search word associated with the resource information of the resource information of the hit information in the repository, then the search term associated with the resource information corresponding to information directly as the target object;

[0149]-所述初选目标对象信息所对应的时间相关信息,如根据所述初选目标对象信息的搜索时间与当前时间的时间差,距离当前时间越久,则所述初选目标对象信息的时间衰减系数越高,例如,若距离当前时间超过预定阈值,则不再将所述初选目标对象信息作为所述目标对象信息,反之,若距离当前时间小于预定阈值,则将所述初选目标对象信息作为所述目标对象信息;或者,例如对所述小于一定时间阈值范围内的多个初选目标对象信息进行频次统计或聚类,从而将频次统计较高的、或是聚类结果较大的初选目标对象信息作为所述目标对象信息。 [0149] - the primary time related information corresponding to the target object information, such as the time of the primary target of the search target information and the time difference between the current time, the longer the distance from the current time, then the primary target object information the higher the attenuation coefficient of time, e.g., if the distance exceeds a predetermined threshold current time, the target object is not the primary target information as the target information, on the contrary, if the distance is less than a predetermined threshold value the current time, then the primary information of the target object as the target object information; or, for example, a plurality of primary target objects within a predetermined time less than said threshold range of statistical information of the frequency or clusters so that the higher frequency statistics, or clustering result large audience information as the primary target object information.

[0150] 优选地,在步骤S3中,所述处理设备可以根据所述一个或多个候选目标对象信息,并结合所述检索应用信息,确定所述用户在所述资源信息库中所对应的一个或多个第一初选目标对象信息;根据所述一个或多个第一初选目标对象信息,确定所述用户在所述资源信息库中所对应的目标对象信息。 [0150] Preferably, in step S3, the processing device may candidate target object information based on the one or more, and in conjunction with the application retrieves information corresponding to the user is determined in the resource information repository one or more first primary target object information; according to the one or more first primary target object information, said user information to determine the target object in the resource information corresponding repository.

[0151 ] 具体地,在步骤S3中,所述处理设备根据所述步骤Si所获取的一个或多个候选目标对象信息,并结合与所述候选目标对象信息所对应的检索应用信息,例如通过对所述多个候选目标信息所对应的检索应用信息中的多个维度信息进行排序等方式,对所述多个候选目标对象信息进行筛选,从而确定所述用户在所述资源信息库中所对应的一个或多个第一初选目标对象信息。 [0151] Specifically, in step S3, the processing apparatus according to one or more of the candidate target object information acquired in step Si, in conjunction with the candidate retrieve application information corresponding to the target object information, for example, by the multiple dimensions of the plurality of candidate target information retrieving application information corresponding to the sorting information, etc., of the plurality of screening candidate target object information, the user to determine the resource in the repository one or more first primary information corresponding to the target object.

[0152] 在步骤s3中,所述处理设备根据所述一个或多个第一初选目标对象信息,通过对所述多个第一初选目标对象信息进行聚类整合等方式,确定所述用户在所述资源信息库中所对应的目标对象信息,例如,所述多个第一初选目标对象信息都指向同一个作品或指向相似的作品,则将所指向的作品作为所述目标对象信息;或者,所述第一初选目标对象信息为所述资源信息所对应的资源属性信息,如为作者信息,则将所述资源属性信息所对应的资源名称信息(即作者信息所对应的作品名)作为所述目标对象信息。 [0152] In step s3, the processing apparatus based on the one or more first primary target object information, by the plurality of first primary target integration object information clustering mode, determining the audiences in the resource information of the user corresponding to the repository, e.g., the plurality of first primary target point to the same object information pointing to a work or works like, as will be pointed to work the target object information; or the first primary target object attribute information of the information resources corresponding to the resource information, such as author information, information corresponding to the resource name then the attribute information corresponding to the resource (i.e., author information work name) as the target object information.

[0153] 优选地,在步骤S3中,所述处理设备可以根据所述一个或多个候选目标对象信息,并结合所述检索应用信息,确定所述用户在所述资源信息库中所对应的第二初选目标对象信息;根据所述第二初选目标对象信息,结合所述资源信息库,确定与所述第二初选目标对象信息相对应的一个或多个候选目标属性信息;根据所述候选目标属性信息,确定所述用户在所述资源信息库中所对应的目标对象信息。 [0153] Preferably, in step S3, the processing device may candidate target object information based on the one or more, and in conjunction with the application retrieves information corresponding to the user is determined in the resource information repository the second primary target object information; target object according to the second primary information, in conjunction with the resource information repository, determining one or more candidate target attribute information and the second target object corresponding to the primaries; according the candidate object attribute information, the user information of the target object is determined in the resource information corresponding repository.

[0154] 具体地,在步骤S3中,所述处理设备根据所述步骤Si所获取的一个或多个候选目标对象信息,并结合与所述候选目标对象信息所对应的检索应用信息,例如通过对所述多个候选目标信息所对应的检索应用信息中的多个维度信息进行排序等方式,对所述多个候选目标对象信息进行筛选,从而确定所述用户在所述资源信息库中所对应的第二初选目标对象信息。 [0154] Specifically, in step S3, the processing apparatus according to one or more of the candidate target object information acquired in step Si, in conjunction with the candidate retrieve application information corresponding to the target object information, for example, by the multiple dimensions of the plurality of candidate target information retrieving application information corresponding to the sorting information, etc., of the plurality of screening candidate target object information, the user to determine the resource in the repository corresponding to the second primary target object information.

[0155] 在步骤S3中,所述处理设备根据所述第二初选目标对象信息,结合所述资源信息库,通过将所述第二初选目标对象信息在所述资源信息库中进行查询,将所述资源信息库中与所述第二初选目标对象信息所对应的属性信息等,确定为与所述第二初选目标对象信息相对应的一个或多个候选目标属性信息。 [0155] In step S3, the second primary processing device according to the target object information, in conjunction with the resource information database query resource information in the repository by the second primary target object information , attribute information, etc. the resource information database and the second primary target object corresponding to the information to determine one or more candidate target attribute information and the second primary information corresponding to the target object.

[0156] 在步骤s3中,所述处理设备根据所述候选目标属性信息,将所述一个或多个候选目标属性信息作为所述用户在所述资源信息库中所对应的目标对象信息,从而根据所述资源信息库中的结构化数据及其描述字段等信息,将更细粒度的内容作为目标对象信息。 [0156] In step s3, the candidate target processing device according to the attribute information, the target object information or a plurality of candidate object attribute information of the user as a resource in the repository corresponding to the information structured data description fields, and the like of the resource repository, more granular information content as the target object.

[0157] 其中,所述候选目标属性信息包括作者、国别、出品时间、登场人物、章节目录、内容摘要关键字等中的一项或多项。 [0157] wherein the candidate target attribute information, including an author, country, Sands of time, dramatis personae, chapter directory, such as a summary of keywords in one or more.

[0158] 例如,用户的第二初选目标对象信息为“名侦探柯南”和“九龙珠”,在步骤S3中,所述处理设备结合所述资源信息库,确定与“名侦探柯南”和“九龙珠”相对应的候选目标属性信息为“作者青山刚昌”,则将“作者青山刚昌”作为所述用户在所述资源信息库中所对应的目标对象信息。 [0158] For example, the second primary audience user information is "Conan" and "nine Pearl", in step S3, the information processing apparatus in conjunction with the resource library determines "Conan" and "nine Dragon Ball" corresponding to the candidate target attribute information "by Gosho Aoyama", the "author Gosho Aoyama" as the target object information to the user in the resource repository corresponds.

[0159] 优选地,在步骤S3中,所述处理设备可以根据所述一个或多个候选目标对象信息,并结合所述检索应用信息,确定所述用户在所述资源信息库中所对应的第三初选目标对象信息;根据所述第三初选目标对象信息,结合所述用户的检索日志信息,确定与所述第三初选目标对象信息所对应的关联检索词,其中,所述关联检索词与所述第三初选目标对象信息所对应检索词的共现频次满足共现阈值条件;根据所述关联检索词,结合所述资源信息库,确定所述用户在所述资源信息库中所对应的目标对象信息。 [0159] Preferably, in step S3, the processing device may candidate target object information based on the one or more, and in conjunction with the application retrieves information corresponding to the user is determined in the resource information repository the third primary target object information; primary target object based on the third information, binding the user to retrieve log information, determining the third primary target object information corresponding to the associated search terms, wherein said search word associated with the search word third primary target object information corresponding to the co-occurrence frequency of co-occurrence threshold condition is satisfied; search word according to the association, in conjunction with the resource information database, determining that the user information in the resource audience corresponding repository.

[0160] 具体地,在步骤S3中,所述处理设备根据所述步骤Si所获取的一个或多个候选目标对象信息,并结合与所述候选目标对象信息所对应的检索应用信息,例如通过对所述多个候选目标信息所对应的检索应用信息中的多个维度信息进行排序等方式,对所述多个候选目标对象信息进行筛选,从而确定所述用户在所述资源信息库中所对应的第三初选目标对象信息。 [0160] Specifically, in step S3, the processing apparatus according to one or more of the candidate target object information acquired in step Si, in conjunction with the candidate retrieve application information corresponding to the target object information, for example, by the multiple dimensions of the plurality of candidate target information retrieving application information corresponding to the sorting information, etc., of the plurality of screening candidate target object information, the user to determine the resource in the repository the third primary target object corresponding to the information.

[0161] 在步骤s3中,所述处理设备根据所述第三初选目标对象信息,结合所述用户的检索日志信息,获取所述用户在与所述第三初选目标对象信息所对应的检索词相关联的一个或多个关联检索词;其中,所述关联指的是所述关联检索词与所述第三初选目标对象信息所对应检索词的共现频次满足共现阈值条件。 [0161] In step s3, the primary processing device according to the third target object information, binding the user to retrieve the log information acquired by the user in the third primary information corresponding to the target object a search word associated with one or more associated search terms; wherein the association means that the search word search word associated with the third primary target object information corresponding to the co-occurrence frequency of co-occurrence threshold condition is satisfied.

[0162] 在此,所述共现阈值条件如共现次数、共现时间、共现顺序等。 [0162] Here, the threshold condition cooccurrence The co-occurrence frequency and co-occurrence time, co-occurrence order and the like. 例如,所述第三初选目标对象信息所对应的检索词为A,而用户在搜索时,总是将A与B同时搜索,则当所述A和B的共现次数大于预定的阈值条件时,则将B作为关联检索词;例如,所述第三初选目标对象信息所对应的检索词为A,而用户在搜索时,检索词C与检索词A的共现时间小于一定的阈值,则将与所述检索词C作为所述关联检索词;例如,所述第三初选目标对象信息所对应的检索词为A,而用户在搜索时,搜索的顺序为:检索词D、检索词A、检索词E,由于所述检索词D、E与检索词A的顺序满足共现顺序的要求,则将与所述检索词D、E作为所述关联检索 For example, the third primary target object information corresponding to the key words of A, and the user in the search, the search always A and B at the same time, when the number of co-occurrence of A and B is greater than a predetermined threshold condition when, then B as associated search terms; e.g., the third primary target object information corresponding to the key words of a, when the user searches, the co-occurrence time is less than a certain threshold search word and the search word a is C , then C, as the search word associated with the search word; e.g., the third primary target object information corresponding to the key words of a, and when the user searches, the search order is: D search term, a search word, search word E, since the search word D, and E sequentially search word cooccurrence a satisfies the requirements of the order, then the search word D, E as the associated retrieval

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[0163] 当在步骤S3中,所述处理设备确定所述关联检索词时,结合所述资源信息库,若所述关联检索词能够命中所述资源信息库中的相关信息,则将所述关联检索词所对应的资源信息作为所述用户在所述资源信息库中所对应的目标对象信息。 [0163] When in step S3, the processing device determines that the associated search term, in conjunction with the resource information database, if the search term can be associated with the resource information related to the hit information in the repository, then the resource information associated with a search term corresponding to said user information in said target object resource corresponding repository.

[0164] 从而,本发明考虑到用户的前后搜索行为往往具有一定的联系,基于用户在某个很短的特定时间段内往往会多次搜索感兴趣的某类事物以获得更加详细的需求满足的规律,若用户的某一次搜索行为被识别为兴趣点(即目标对象信息),则假设其关联搜索(如前后搜索)也是同类型的兴趣,若关联检索词也恰好命中所述资源信息库中的名称或别名,则不管关联检索词与资源信息库的匹配情况是否达到确定其为目标对象信息的条件,都将所述关联搜索词作为用户的目标对象信息,从而提高兴趣点挖掘的召回率,更加全面描述用户兴趣,防止无法达到匹配条件的兴趣点被过滤。 [0164] Thus, the present invention before and after taking into account the user's search behavior tend to have some connection, based on certain things in a very short period of user specific period of time tend to be interested in multiple searches to obtain more detailed requirements to meet the law, if a first user's search activity is recognized as a point of interest (ie, the target object information), it is assumed that the associated search (such as before and after the search) is the same type of interest, if related search terms also happens to be the hit of the resource information database the name or alias, regardless of the matching of search terms associated with the resource repository to determine whether the conditions of their information for an audience, all the related search terms as the user information of the target object, thereby enhancing the point of interest mining recall rate, a more comprehensive description of user interest, can not achieve matching conditions to prevent points of interest are filtered.

[0165]优选地,在步骤S3中,所述处理设备可以根据所述一个或多个候选目标对象信息,并结合所述检索应用信息,确定所述用户在所述资源信息库中所对应的第四初选目标对象信息;根据所述第四初选目标对象信息,结合与所述第四初选目标对象信息相对应的时间信息,确定所述用户在所述资源信息库中所对应的目标对象信息。 [0165] Preferably, in step S3, the processing device may candidate target object information based on the one or more, and in conjunction with the application retrieves information corresponding to the user is determined in the resource information repository the fourth primary target object information; primary target object according to the fourth information, the time information is combined with the fourth primary information corresponding to the target object, the user determines the corresponding resource information in the repository target object information.

[0166] 具体地,在步骤S3中,所述处理设备根据所述步骤Si所获取的一个或多个候选目标对象信息,并结合与所述候选目标对象信息所对应的检索应用信息,例如通过对所述多个候选目标信息所对应的检索应用信息中的多个维度信息进行排序等方式,对所述多个候选目标对象信息进行筛选,从而确定所述用户在所述资源信息库中所对应的第四初选目标对象信息。 [0166] Specifically, in step S3, the processing apparatus according to one or more of the candidate target object information acquired in step Si, in conjunction with the candidate retrieve application information corresponding to the target object information, for example, by the multiple dimensions of the plurality of candidate target information retrieving application information corresponding to the sorting information, etc., of the plurality of screening candidate target object information, the user to determine the resource in the repository the fourth object information corresponding to the primary target.

[0167] 在步骤s3中,所述处理设备根据所述第四初选目标对象信息,通过结合与所述第四初选目标对象信息相对应的时间信息,例如,根据所述时间信息距离当前时间的远近,将所述时间信息转换成为时间衰减系数,距离当前时间越远的第四初选目标对象信息的时间衰减系数越高,从而对所述第四初选目标信息进行筛选或更新,根据筛选或更新结果确定所述用户在所述资源信息库中所对应的目标对象信息。 [0167] In step s3, the primary processing device according to the fourth target object information, by combining the time information and the fourth information corresponding primary target object, e.g., based on the time information from this distance of time, the time information is converted into a time decay coefficient, time farther from the current time information of the target object higher the attenuation coefficient of a fourth primary, such that the fourth primary target or updated filter information, audiences in the resource information of the user information database corresponding to the determined or updated based on screening results. 例如,对于长时间不再搜索的第四初选目标对象信息,则不再将其作为所述目标对象信息等。 For example, the primary target for the fourth time longer search object information, which is no longer used as the target object information and the like.

[0168] 或者,在步骤S3中,所述处理设备根据所述第四初选目标对象信息,通过结合与所述第四初选目标对象信息相对应的时间信息,例如对所述小于一定时间阈值范围内的多个第四初选目标对象信息信息进行频次统计或聚类,从而将频次统计较高的、或是聚类结果较大的第四初选目标对象信息作为所述用户的目标对象信息等。 [0168] Alternatively, in step S3, the primary processing device according to the fourth target object information, by combining the time information and the fourth information corresponding primary target object, for example, less than the predetermined time a plurality of fourth primary audience information is within the threshold frequency statistics or clusters, so that the high frequency statistics, or fourth primary clustering large audience information as a target of the user the object information.

[0169] 优选地,该方法还包括步骤s4 (未示出)和步骤s5 (未示出);其中,在步骤s4中,所述处理设备获取所述用户的查询序列信息;在步骤s5中,所述处理设备根据所述用户在所述资源信息库中所对应的目标对象信息,确定与所述查询序列信息相对应的优选查询序列信息,其中,所述优选查询序列信息基于所述查询序列信息及其中检索词所对应的目标对象信息。 [0169] Preferably, the method further comprises the step s4 (not shown) and step s5 (not shown); wherein, in step s4, the processing apparatus acquires the query sequence information of the user; in step s5 the information processing apparatus according to the target object in the user information database corresponding to the resource, and preferably to determine the query sequence to the query sequence information corresponding to information, wherein the query sequence is preferably based on the query information target sequence information and object information corresponding to the search term.

[0170] 具体地,在步骤s4中,所述处理设备根据各种通信协议(CommunicationsProtocol),通过各类数据传输接口,与存储或提供所述查询序列信息的一个或多个数据库或其他第三方设备相交互,以获取所述数据库或所述第三方设备中所存储或提供的所述用户的查询序列信息;或者在步骤s4中,所述处理设备还可以根据各种通信协议(Communications Protocol),通过各类数据传输接口,与所述用户直接交互,获取所述用户通过输入、选择、触摸等方式所提交的所述用户的查询序列信息。 [0170] Specifically, in step s4, the processing apparatus according to various communication protocols (CommunicationsProtocol), through various data transmission interfaces, or providing the stored information in the query sequence or a plurality of databases or other third party interacts apparatus, to obtain said database or said query sequence of the user information stored or third-party equipment provided; or in step s4, the processing apparatus may further according to various communication protocols (communications protocol) through various data transmission interfaces, direct interaction with the user, the user query obtaining sequence information of the user input, selection, etc. submitted touch.

[0171] 其中,所述查询序列信息中可以包括一个或多个检索词信息。 [0171] wherein, the information query sequence may include one or more search terms information.

[0172] 在步骤s5中,所述处理设备根据所述用户在所述资源信息库中所对应的目标对象信息,根据所述目标对象信息所对应的检索词,以及基于所述查询序列信息及其中检索词,对所述查询序列中的检索词进行优选,从而确定与所述查询序列信息相对应的优选查询序列信息。 [0172] In step s5, the information processing apparatus according to a target object in the resource information of the user corresponding repository, according to the target object corresponding to the search word information, and information based on the query sequence and wherein the search terms, the search terms in the query sequence is preferably, the query to determine the query sequence is preferably the sequence information corresponding to the information.

[0173] 例如,对于所述用户,已经建立起检索词a与目标对象信息A之间的关联关系,当所述用户再次输入包含检索词a的查询序列时,如查询序列abc,则在步骤s5中,所述处理设备将所述查询序列变更为Abc,作为与所述查询序列信息abc相对应的优选查询序列信息。 [0173] For example, for the user, has established a relationship between the search word and a target object information A, when the user input search terms comprising a query sequence Again, as the query sequence ABC, then at step s5, the processing apparatus is changed to the query sequence abc, preferably as a query sequence to the query sequence information corresponding to information abc. 进一步地,还可以为所述用户提供与Abc相关联的搜索结果或推荐结果。 Further, the search may also be provided by the user associated with Abc or recommendation result.

[0174] 优选地,该方法还包括步骤s6 (未示出),其中,在步骤s6中,所述处理设备根据所述目标对象信息,确定与所述用户相对应的用户特征模型。 [0174] Preferably, the method further comprises the step s6 (not shown), wherein, in the step s6, the information processing apparatus according to the target object, the user determines the feature model corresponding to the user.

[0175] 具体地,在步骤s6中,所述处理设备可以与所述步骤S3相交互,以获取所述步骤s3所确定的一个或多个目标对象信息;根据所述一个或多个目标对象信息,通过基于所述目标对象信息的类别、属性、与其他目标对象信息的相关性等方面,确定与所述用户相对应的用户特征模型,从而基于所述用户特征模型,实现为用户提供相对应的推荐信息等。 [0175] Specifically, in the step s6, the processing device may interact with the step S3, the step s3 to obtain the one or more target objects determined information; based on the one or more target objects information by the target object based on the type information, attributes, and other aspects related information with other target object, the user determines the feature model corresponding to the user so that the user based on the feature model, implemented to provide users with recommended corresponding information.

[0176] 在此,利用所述用户特征模型进行推荐的推荐方式主要包括以下至少任一项: [0176] Here, using the user model preferred feature recommended methods include at least any one of the following:

[0177]-推荐其他目标对象信息,即为用户个性化推荐其感兴趣的其他目标对象信息(SP资源实体,如电影、商品、地点等),通过将用户的目标对象信息与其他资源实体的特征进行匹配来进行获取,若匹配结果超过一定阈值,则将所述资源实体推荐给用户,作为用户的新的目标对象信息; [0177] - Recommended other target object information that is customized recommended other information that the target object of interest (SP resource entities, such as movies, merchandise, location, etc.), by the target object the user's information and other resources entities to obtain matching characteristics, if the matching result exceeds a certain threshold, the resource will be recommended to the user entity, as the new user information of the target object;

[0178]-推荐相似的关联目标对象信息,即通过大量用户的协同效应发掘目标对象信息之间的相关性,认为相似的用户群体所关注的目标对象信息之间具有一定的相似性。 [0178] - a similar recommendation information associated with the target object, namely to explore the correlation between the target object information through a large number of synergies user that has a certain similarity between the target object is similar to the user community of interest information. 例如:用户正在浏览的某个电影页面,可以推荐一些与该电影相似的关联电影;用户正在访问的某个商品页面,可以推荐一些与该商品类似的关联商品。 For example: the user is browsing a movie page, we can recommend some similar to those associated with the movie film; a product page the user is visiting, you can recommend some similar merchandise associated with the commodity.

[0179] 更优选地,该方法还包括步骤s7 (未示出),其中,在步骤s7中,所述处理设备根据所述用户特征模型,将与所述用户特征模型相对应的资源信息提供至所述用户。 [0179] More preferably, the method further comprises the step S7 (not shown), wherein, in step s7, the user processing apparatus according to the features of the model, the model with the user characteristic information corresponding to the resource to the user.

[0180] 具体地,在步骤s7中,所述处理设备根据所述步骤s6所确定的所述用户特征模型,将根据所述用户特征模型所推荐的目标对象信息所对应的资源信息,根据各种通信协议(Communications Protocol),通过各类数据传输接口,利用直接提供的方式或者经过其他第三方设备中转等方式,将所述资源信息提供至所述用户。 [0180] Specifically, in step s7, the step s6 processing apparatus according to the determined characteristic of the user model, the resource information according to the user model preferred feature information corresponding to the target object, in accordance with various communication protocols (communications protocol), through various data transmission interface, the use of direct or through other third party provided transit equipment, etc., providing the resource information to the user.

[0181] 图4示出根据本发明一个优选实施例的一种用于确定用户在资源信息库中所对应的目标对象信息的方法流程图。 [0181] Figure 4 illustrates a flowchart of a method embodiment of the present invention, a preferred embodiment of a target object determining user resource repository for information corresponding. 具体地,在步骤Si'中,所述处理设备根据用户的检索词,在资源信息库中进行匹配查询,以获得与所述检索词相对应的一个或多个候选目标对象信息;在步骤s21'中,所述处理设备根据所述用户在所述检索词下所对应的检索日志信息,确定与所述候选目标对象信息相关联的一个或多个访问对象信息;在步骤s22'中,所述处理设备根据所述访问对象信息,确定所述候选目标对象信息所对应的检索应用信息,其中,所述检索应用信息包括所述候选目标对象信息在所述检索日志信息中的一个或多个应用维度信息;在步骤S3'中,所述处理设备根据所述一个或多个候选目标对象信息,并结合所述检索应用信息,确定所述用户在所述资源信息库中所对应的目标对象信息。 Specifically, at step Si ', the processing apparatus, according to the user's search term matching the query resource information base, to obtain one or more candidate target object information corresponding to the search word; at step s21 ', the processing device according to the user at the search term corresponding to the retrieved log information, determining one or more access objects with the candidate information object information associated with the target; in step S22' in the said processing apparatus in accordance with the access subject information retrieval application information to determine the candidate information corresponding to the target object, wherein the application information comprises retrieving the candidate information of a target object in the search log information or more application of dimensional information; in step S3 ', the candidate target object information processing apparatus according to one or more of, and in conjunction with the application to retrieve information, the user determines the target object in the resource repository corresponding information.

[0182] 其中,所述处理设备的步骤sI'、步骤S3'与图3所示对应步骤相同或基本相同,故此处不再赘述,并通过引用的方式包含于此。 [0182] wherein said processing device sI ', step S3' in FIG. 3 the same or substantially the same as corresponding steps, and therefore not be repeated here, and is incorporated herein by reference.

[0183] 上述各步骤之间是持续不断工作的,在此,本领域技术人员应理解“持续”是指上述各步骤分别实时地,或者按照设定的或实时调整的工作模式要求,进行候选目标对象信息的获取、访问对象信息的确定、检索应用信息的确定、目标对象信息的确定等,直至所述处理设备停止获取与所述检索词相对应的一个或多个候选目标对象信息。 [0183] between each of the steps is ongoing work in this art will appreciate that the present art "Length" refers to the above-described steps are in real time, or according to a set operation mode or real-time adjustment of the requirements, a candidate takes the target information, the object information to determine access, retrieve application information determined, determining a target object information and the like, the one or more candidate target object information acquiring apparatus stops the search terms until the corresponding processing.

[0184] 在步骤S21'中,所述处理设备根据所述用户在所述检索词下所对应的检索日志信息,确定与所述候选目标对象信息相关联的一个或多个访问对象信息。 [0184] In step S21 ', the processing device according to the user at the search term corresponding to the retrieved log information, determining one or more access subject information with the candidate target object information is associated.

[0185] 具体地,在步骤s21'中,所述处理设备根据各种通信协议(CommunicationsProtocol ),通过各类数据传输接口,与存储或提供所述用户的检索日志信息的一个或多个数据库或其他第三方设备相交互,以获取所述数据库或所述第三方设备中所存储或提供的用户的检索日志信息,进而获取所述用户在所述检索词下所对应的检索日志信息;或者在步骤s21 '中,所述处理设备还可以根据各种通信协议(Communications Protocol),通过各类数据传输接口,与所述用户直接交互,获取所述用户通过输入、选择、触摸等方式所提交的检索信息,进而获得所述用户在所述检索词下所对应的检索日志信息。 [0185] Specifically, in step s21 ', the processing apparatus of a retrieves log information according to various communication protocols (CommunicationsProtocol), through various data transmission interface, or to provide the user with the stored one or more databases or other third party devices interact, to obtain the database or the third party device or stored in a user supplied retrieve log information, retrieve log information and further acquires the user at the corresponding search term; or step s21 ', the processing apparatus may further according to various communication protocols (communications protocol), through various data transmission interface, to interact directly with the user, obtaining a user input submitted via, selection, etc. of the touch search information, and then get the user to retrieve the log information in the corresponding search term.

[0186] 其中,所述检索日志信息包括所述用户的id信息、cookie信息、检索词、检索时间、所述用户通过点击、触摸等方式所选择的一条或多条检索结果信息中的一种或多种;在此,所述检索结果信息中包含检索结果所对应的URL信息以及所述URL所对应的页面标题信息、页面内容信息等。 One kind of one or more pieces of search result information [0186] wherein the log information comprises retrieving the information of the user id, Cookie information, search word, search time, selected by the user by clicking, etc. in touch or more; in this case, the search result information includes URL information corresponding to the search result page title information, and the content information page corresponding to the URL and the like. 所述用户在所述检索词下所对应的检索日志信息,则为指向所述检索词的检索时间、以及所述用户通过点击、触摸等方式所选择的在所述检索词下的一条或多条检索结果信息。 The search log information of the user in the corresponding search term, the search term was directed search time, and the user clicks, touch, etc. of the selected one of the word in the search or Article search result information.

[0187] 在步骤S21'中,所述处理设备根据所述用户在所述检索词下所对应的检索日志信息,通过基于所述用户的点击、输入等选择操作,将所述用户所选中的一个或多个链接信息(URL信息)作为与所述候选目标对象信息相关联的一个或多个访问对象信息。 [0187] In step S21 ', the processing device to retrieve the log information according to the user at the corresponding search term by clicking on the user, the input selection operation, etc., the user selected or a plurality of link information (URL information) with the candidate as a target object information associated with the one or more access subject information.

[0188] 在步骤s22'中,所述处理设备根据所述访问对象信息,确定所述候选目标对象信息所对应的检索应用信息,其中,所述检索应用信息包括所述候选目标对象信息在所述检索日志信息中的一个或多个应用维度信息。 [0188] At step s22 ', the information processing apparatus according to the access subject, the candidate is determined to retrieve application information corresponding to the target object information, wherein the retrieving application information includes the information of the candidate target objects dimension information one or more applications to retrieve said log information.

[0189] 在步骤s22'中,所述处理设备根据所述访问对象信息,结合所述检索日志信息,确定所述访问对象信息所对应的一个或多个应用维度信息,并将所述应用维度信息作为所述候选目标对象信息所对应的检索应用信息。 [0189] In step s22 ', the processing device according to the access subject information, in conjunction with the search log information, determining one or more applications dimensional information corresponding to the access subject information, and the application dimension retrieving application information as the candidate information corresponding to the target object.

[0190] 其中,所述应用维度信息包括但不限于以下至少任一项: [0190] wherein the dimension information includes, but application is not limited to at least any one of the following:

[0191]-资源基本维度信息:即所述用户通过点击、触摸等方式所选择的一条或多条访问对象信息与所述候选目标对象相对应的数目,例如,继上例,用户的检索词为“海贼王”,并且所述“海贼王”为候选目标对象信息,然后用户在与“海贼王”相对应的搜索结果中,点击了N条与“海贼王”相对应的URL,则将N或者根据预定计算方式对N处理后的数据(如将N条URL分别乘以所述URL所对应的站点的权重值),作为与该用户的检索词“海贼王”相对应的资源基本维度信息; [0191] - Information Resources basic dimensions: the number of the one or more pieces of information with the candidate access object user by clicking on the target object, touch, etc. corresponding to the selected mode, for example, following the example search term, the user is "Piece" and the "Piece" as candidate target object information, and the user then "Piece" corresponding to the search results, click on the URL corresponding to the N and "Piece", in accordance with predetermined or changing the N data processing is calculated for the N (e.g., the URL of the N weight values ​​are multiplied by the corresponding site URL) as the user's search terms "Piece" substantially corresponding to the dimension information resource;

[0192]-资源标题维度信息:即所述用户通过点击、触摸等方式所选择的一条或多条访问对象信息中,所述访问对象信息所对应的页面的标题中包含所述候选目标对象信息的数目,例如,继上例,用户点击了N条与“海贼王”相对应的URL,所述N条URL所对应的页面的标题中,有M个都包含了候选目标对象信息“海贼王”,则将M或者根据预定计算方式对M处理后的数据(如将M个标题分别乘以所述URL所对应的站点的权重值,其中,若所述标题中含有特殊加强符号,则所述标题所对应的权重值高),作为与该用户的检索词“海贼王”相对应的资源标题维度信息; [0192] - Resource title dimensional information: i.e. the one or more users to access information by clicking on the object, touching, etc. of the selected title information corresponding to the access subject page contains information about the candidate target objects number, for example, following the above example, the user clicks on the N "Piece" corresponding to the URL, the title of the page corresponding to the URL of the N, there are M number of candidate target object information contains "Piece", then M or M data after the treatment (e.g., the M header is multiplied by the corresponding site URL is calculated in accordance with a predetermined weight value, wherein, if the header contains a special reinforcing symbols, then the title weights corresponding high weight value), as the resource title search word corresponding to the user's "Piece" dimension information;

[0193]-资源文本维度信息:即所述用户通过点击、触摸等方式所选择的一条或多条访问对象信息中,所述访问对象信息所对应的页面的内容中包含所述候选目标对象信息的数目、或与所述候选目标对象信息相关联的其他信息的数目,例如,继上例,用户点击了N条与“海贼王”相对应的URL,所述N条URL所对应的页面的内容中,包含了K个候选目标对象信息“海贼王”,则将K或者根据预定计算方式对K处理后的数据(如将K个内容分别乘以所述URL所对应的站点的权重值),作为与该用户的检索词“海贼王”相对应的资源文本维度信息。 [0193] - resource text dimensional information: i.e. the one or more users to access information by clicking on the object, and the like touch the selected mode, the contents of the access target information corresponding to the page information including the candidate target objects number, or other information about the number of candidate target object information associated with, for example, following the above example, the user clicks on the N "Piece" corresponding to the URL, the content of said N corresponding to the URL of the page in the target candidate contains the object information K "Piece", the data of the K or K treatment (e.g., the K content is multiplied by a weight value corresponding to the URL of the site right) according to a predetermined calculation, as the user's search terms, "One Piece" resource corresponding to the dimensions of text information. [0194] 优选地,在步骤s21'中,所述处理设备可以根据所述用户在所述检索词下所对应的检索日志信息,结合所述资源信息库,确定与所述候选目标对象信息相关联的一个或多个访问对象信息。 [0194] Preferably, in step s21 ', the processing device may according to the user at the search term corresponding to the retrieved log information, in conjunction with the resource information database associated with the candidate determining target object information one or more access objects associated information.

[0195] 具体地,在步骤s21'中,所述处理设备可以根据所述用户在所述检索词下所对应的检索日志信息,确定所述用户通过点击、输入等选择操作所选中的一个或多个链接信息(URL信息),然后将所述链接信息与所述资源信息库中所包含的链接信息进行匹配,若所述链接信息与所述资源信息库中所包含的链接信息成功匹配,则将所述链接信息作为与所述候选目标对象信息相关联的访问对象信息;反之,则所述链接信息不属于与所述候选目标对象信息相关联的访问对象信息。 [0195] Specifically, in step s21 ', the processing device may according to the user at the search term corresponding to the log information retrieved, the user is determined by a click input operation to select other options or a plurality of link information (URL information), then the link information and the resource information included in the library matches the link information, when the link information and the resource information database link information included in a successful match, then the link information as the access target object and the candidate object information associated with the information; otherwise, the link information is not accessing the candidate object information associated with the target object information. 从而提高了所述访问对象信息的准确性。 Thereby improving the accuracy of the information to access the object.

[0196] 对于本领域技术人员而言,显然本发明不限于上述示范性实施例的细节,而且在不背离本发明的精神或基本特征的情况下,能够以其他的具体形式实现本发明。 In the case [0196] to those skilled in the art, that the invention is not limited to the details of the above-described exemplary embodiment, but without departing from the spirit or essential characteristics of the present invention, the present invention can be realized in other specific forms. 因此,无论从哪一点来看,均应将实施例看作是示范性的,而且是非限制性的,本发明的范围由所附权利要求而不是上述说明限定,因此旨在将落在权利要求的等同要件的含义和范围内的所有变化涵括在本发明内。 Therefore, no matter from what point of view, the embodiments should be considered exemplary, and not limiting, the scope of the invention being indicated by the appended claims rather than by the foregoing description, the appended claims are therefore intended to All changes which come within the meaning and range of equivalents thereof should be covered within the present invention. 不应将权利要求中的任何附图标记视为限制所涉及的权利要求。 In the claims should not be considered as any reference numerals as claimed in claim limitations involved. 此夕卜,显然“包括” 一词不排除其他单元或步骤,单数不排除复数。 Bu this evening, apparently "comprising" does not exclude other elements or steps, the singular does not exclude a plurality. 装置权利要求中陈述的多个单元或装置也可以由一个单元或装置通过软件或者硬件来实现。 A plurality of units or means recited in the claims means may also be implemented by a single unit or through software or hardware. 第一,第二等词语用来表示名称,而并不表示任何特定的顺序。 The first, second, etc. are used to indicate the name, but does not indicate any particular sequence.

Claims (22)

  1. 1.一种用于确定用户在资源信息库中所对应的目标对象信息的方法,其中,该方法包括以下步骤: a根据用户的检索词,在资源信息库中进行匹配查询,以获得与所述检索词相对应的一个或多个候选目标对象信息; b根据所述用户在所述检索词下所对应的检索日志信息,确定所述候选目标对象信息所对应的检索应用信息,其中,所述检索应用信息包括所述候选目标对象信息在所述检索日志信息中的一个或多个应用维度信息; c根据所述一个或多个候选目标对象信息,并结合所述检索应用信息,确定所述用户在所述资源信息库中所对应的目标对象信息。 1. A method for the target object in the user information corresponding to the resource repository for determining, wherein the method comprises the steps of: a, matching resource information database query based on the search terms in the user's, in order to obtain the search word corresponding to said one or more candidate target object information; B according to the user at the search term corresponding to the retrieved log information, retrieve application information to determine the candidate information corresponding to the target object, wherein the retrieving said application information includes information of the target object dimensions in one or more applications to retrieve the log information of the candidate information; C based on the one or more candidate target object information, and application information in conjunction with the search, it is determined audience said user information in said information resource corresponding repository.
  2. 2.根据权利要求1所述的方法,其中,所述步骤a包括: -根据用户的检索词,在资源信息库中进行匹配查询,以获得与所述检索词相对应的一个或多个候选资源信息; -根据所述候选资源信息,确定与所述检索词相对应的一个或多个候选目标对象信息。 2. The method according to claim 1, wherein said step a comprises: - a user based on the search terms, matches query at a resource repository, to obtain one or more of the candidate search word corresponding resource information; - based on the candidate resource information, determines that the retrieved word corresponding to the one or more candidate target object information.
  3. 3.根据权利要求1或2所述的方法,其中,所述步骤b包括: X根据所述用户在所述检索词下所对应的检索日志信息,确定与所述候选目标对象信息相关联的一个或多个访问对象信息; -根据所述访问对象信息,确定所述候选目标对象信息所对应的检索应用信息,其中,所述检索应用信息包括所述候选目标对象信息在所述检索日志信息中的一个或多个应用维度信息。 3. The method of claim 1 or claim 2, wherein said step b comprises: X according to the user at the search term corresponding to the retrieved log information, determining information related to the candidate target objects associated one or more access subject information; - according to the access subject information retrieval application information to determine the candidate information corresponding to the target object, wherein the application information comprises retrieving the candidate target objects in the search log information application of one or more of dimensional information.
  4. 4.根据权利要求3所述的方法,其中,所述步骤X包括: -根据所述用户在所述检索词下所对应的检索日志信息,结合所述资源信息库,确定与所述候选目标对象信息相关联的一个或多个访问对象信息。 4. The method according to claim 3, wherein said X comprises the step of: - according to the user at the search term corresponding to the retrieved log information, in conjunction with the resource information database, determines the candidate target an object information associated with one or more objects access information.
  5. 5.根据权利要求1至4中任一项所述的方法,其中,所述步骤c包括: -根据所述一个或多个候选目标对象信息,并结合所述检索应用信息,确定所述用户在所述资源信息库中所对应的一个或多个第一初选目标对象信息; -根据所述一个或多个第一初选目标对象信息,确定所述用户在所述资源信息库中所对应的目标对象信息。 5. The method according to any one of any one of claims 1 to 4, wherein said step c comprises: - from the one or more candidate target object information, the combined information retrieval application, determining that the user one or more first primary target object information in the resource information corresponding repository; - according to the one or more first primary target object information, the user determines the resource information repository information corresponding to the target object.
  6. 6.根据权利要求1至5中任一项所述的方法,其中,所述步骤c包括: -根据所述一个或多个候选目标对象信息,并结合所述检索应用信息,确定所述用户在所述资源信息库中所对应的第二初选目标对象信息; -根据所述第二初选目标对象信息,结合所述资源信息库,确定与所述第二初选目标对象信息相对应的一个或多个候选目标属性信息; -根据所述候选目标属性信息,确定所述用户在所述资源信息库中所对应的目标对象信息。 6. The method according to claim 5, wherein said step c comprises: - from the one or more candidate target object information, the combined information retrieval application, determining that the user resource information in the repository corresponding to the second primary target object information; - target object according to the second primary information, in conjunction with the resource information base, the second identification information corresponding to a primary target object one or more candidate object attribute information; - candidate object attribute information according to the determined target object in the resource information of the user corresponding to the repository.
  7. 7.根据权利要求1至6中任一项所述的方法,其中,所述步骤c包括: -根据所述一个或多个候选目标对象信息,并结合所述检索应用信息,确定所述用户在所述资源信息库中所对应的第三初选目标对象信息; -根据所述第三初选目标对象信息,结合所述用户的检索日志信息,确定与所述第三初选目标对象信息所对应的关联检索词,其中,所述关联检索词与所述第三初选目标对象信息所对应检索词的共现频次满足共现阈值条件; -根据所述关联检索词,结合所述资源信息库,确定所述用户在所述资源信息库中所对应的目标对象信息。 7. A method according to any one of any one of claims 1 to 6, wherein said step c comprises: - from the one or more candidate target object information, the combined information retrieval application, determining that the user resource information in the repository corresponding to the third primary target object information; - according to the third primary target object information, binding the user to retrieve the log information, identification information of the third primary audiences corresponding to the associated search terms, wherein the search word and the search word associated with the third primary target object information corresponding to the co-occurrence frequency of co-occurrence threshold condition is satisfied; - according to the search word association, the resource binding repository, determining target object in the resource information of the user corresponding repository.
  8. 8.根据权利要求1至7中任一项所述的方法,其中,所述步骤c包括: -根据所述一个或多个候选目标对象信息,并结合所述检索应用信息,确定所述用户在所述资源信息库中所对应的第四初选目标对象信息; -根据所述第四初选目标对象信息,结合与所述第四初选目标对象信息相对应的时间信息,确定所述用户在所述资源信息库中所对应的目标对象信息。 8. A method according to any one of claims 1 to 7, wherein said step c comprises: - from the one or more candidate target object information, the combined information retrieval application, determining that the user resource information in the repository corresponding to the fourth primary target object information; - according to the fourth primary target object information along with the time information and the fourth primary target object corresponding to the determined audience user information in said information resource corresponding repository.
  9. 9.根据权利要求1至8中任一项所述的方法,其中,该方法还包括: -获取所述用户的查询序列信息; -根据所述用户在所述资源信息库中所对应的目标对象信息,确定与所述查询序列信息相对应的优选查询序列信息,其中,所述优选查询序列信息基于所述查询序列信息及其中检索词所对应的目标对象信息。 8 to 9. The method according to any one of claims, wherein the method further comprises: - acquiring a query sequence information of the user; - the user of the target resource information database in accordance with the corresponding object information, the query to determine the query sequence is preferably the sequence information corresponding to information, wherein said information of the query sequence is preferably based on the query and target object information in the sequence information corresponding to the search term.
  10. 10.根据权利要求1至9中任一项所述的方法,其中,该方法还包括: -根据所述目标对象信息,确定与所述用户相对应的用户特征模型。 10. The method according to claim 9, wherein the method further comprises: - according to the target object information, wherein the user determines the model corresponding to the user.
  11. 11.根据权利要求10所述的方法,其中,该方法还包括: -根据所述用户特征模型,将与所述用户特征模型相对应的资源信息提供至所述用户。 11. The method according to claim 10, wherein the method further comprises: - a feature according to the user model, wherein the model of the user corresponding to the resource information is provided to the user.
  12. 12.一种用于确定用户在资源信息库中所对应的目标对象信息的处理设备,其中,该设备包括: 匹配装置,用于根据用户的检索词,在资源信息库中进行匹配查询,以获得与所述检索词相对应的一个或多个候选目标对象信息; 维度确定装置,用于根据所述用户在所述检索词下所对应的检索日志信息,确定所述候选目标对象信息所对应的检索应用信息,其中,所述检索应用信息包括所述候选目标对象信息在所述检索日志信息中的一个或多个应用维度信息; 对象确定装置,用于根据所述一个或多个候选目标对象信息,并结合所述检索应用信息,确定所述用户在所述资源信息库中所对应的目标对象信息。 12. A processing apparatus for determining a target object in the user information database corresponding to the resource information, wherein, the apparatus comprising: matching means for matching the query at a resource information database based on the search terms the user to the one or more candidate target object information obtained by the search term corresponding; dimension determining means, for retrieving the log information according to the user at the corresponding search term, determining the candidate object information corresponding to the target retrieving the application information, wherein the application information comprises retrieving the candidate target object information dimensions in one or more applications to retrieve the information in the log information; object determining means for deriving from said one or more candidate target object information, and application information in conjunction with the search, the target object is determined in the resource information of the user corresponding to the repository.
  13. 13.根据权利要求12所述的处理设备,其中,所述匹配装置用于: -根据用户的检索词,在资源信息库中进行匹配查询,以获得与所述检索词相对应的一个或多个候选资源信息; -根据所述候选资源信息,确定与所述检索词相对应的一个或多个候选目标对象信息。 13. The processing apparatus according to claim 12, wherein said matching means for: - according to a user's search terms, matches query at a resource repository, to obtain a search word corresponding to the one or more of candidate resource information; - based on the candidate resource information, determines that the retrieved word corresponding to the one or more candidate target object information.
  14. 14.根据权利要求12或13所述的处理设备,其中,所述维度确定装置包括: 访问确定单元,用于根据所述用户在所述检索词下所对应的检索日志信息,确定与所述候选目标对象信息相关联的一个或多个访问对象信息; 维度确定单元,用于根据所述访问对象信息,确定所述候选目标对象信息所对应的检索应用信息,其中,所述检索应用信息包括所述候选目标对象信息在所述检索日志信息中的一个或多个应用维度信息。 14. The processing apparatus of claim 12 or claim 13, wherein said dimensions determining means comprises: access determination unit for retrieving the log information according to the user at the corresponding search term, and determining the the one or more candidate target access subject information associated with object information; dimension determination unit configured according to the access subject information, application information is determined to retrieve the candidate target objects corresponding to the information, wherein the application information comprises retrieving the candidate target object information one or more applications dimensional information in the search log information.
  15. 15.根据权利要求14所述的处理设备,其中,所述访问确定单元用于: -根据所述用户在所述检索词下所对应的检索日志信息,结合所述资源信息库,确定与所述候选目标对象信息相关联的一个或多个访问对象信息。 15. The processing apparatus according to claim 14, wherein the access determination unit for: - according to the user at the search term corresponding to the retrieved log information, in conjunction with the resource information repository, and determining the said a candidate target object information associated with one or more access subject information.
  16. 16.根据权利要求1至15中任一项所述的处理设备,其中,所述对象确定装置用于: -根据所述一个或多个候选目标对象信息,并结合所述检索应用信息,确定所述用户在所述资源信息库中所对应的一个或多个第一初选目标对象信息; -根据所述一个或多个第一初选目标对象信息,确定所述用户在所述资源信息库中所对应的目标对象信息。 16. The processing apparatus according to claim 15, wherein said object determining means for: - according to the one or more candidate target object information, and application information in conjunction with the search to determine the user resource in the repository corresponding to the one or more first primary target object information; - a first primary target object from the one or more information determining the user of the resource information audience corresponding repository.
  17. 17.根据权利要求12至16中任一项所述的处理设备,其中,所述对象确定装置用于: -根据所述一个或多个候选目标对象信息,并结合所述检索应用信息,确定所述用户在所述资源信息库中所对应的第二初选目标对象信息; -根据所述第二初选目标对象信息,结合所述资源信息库,确定与所述第二初选目标对象信息相对应的一个或多个候选目标属性信息; -根据所述候选目标属性信息,确定所述用户在所述资源信息库中所对应的目标对象信息。 17. The processing apparatus 12-1 according to any of claims 16, wherein said object determining means for: - according to the one or more candidate target object information, and application information in conjunction with the search to determine the user resource in the repository corresponding to the second primary target object information; - target object according to the second primary information, in conjunction with the resource information database, and determining said second primary target object information corresponding to the one or more candidate object attribute information; - candidate object attribute information according to the determined resource to the user in the repository corresponding to the target object information.
  18. 18.根据权利要求12至17中任一项所述的处理设备,其中,所述对象确定装置用于: -根据所述一个或多个候选目标对象信息,并结合所述检索应用信息,确定所述用户在所述资源信息库中所对应的第三初选目标对象信息; -根据所述第三初选目标对象信息,结合所述用户的检索日志信息,确定与所述第三初选目标对象信息所对应的关联检索词,其中,所述关联检索词与所述第三初选目标对象信息所对应检索词的共现频次满足共现阈值条件; -根据所述关联检索词,结合所述资源信息库,确定所述用户在所述资源信息库中所对应的目标对象信息。 18. The processing apparatus of one of claims 12 to 17 according to any of claims, wherein said object determining means for: - according to the one or more candidate target object information, and application information in conjunction with the search to determine the user resource in the repository corresponding to the third primary target object information; - according to the third primary target object information, binding the user to retrieve log information, determining the third primary information corresponding to the target object associated search terms, wherein the frequency of co-occurrence correlation satisfies a threshold condition cooccurrence search word and the search word to the third primary information corresponding to the target object; - search word according to the association, binding the resource information database to determine the target object in the resource information of the user corresponding to the repository.
  19. 19.根据权利要求12至18中任一项所述的处理设备,其中,所述对象确定装置用于: -根据所述一个或多个候选目标对象信息,并结合所述检索应用信息,确定所述用户在所述资源信息库中所对应的第四初选目标对象信息; -根据所述第四初选目标对象信息,结合与所述第四初选目标对象信息相对应的时间信息,确定所述用户在所述资源信息库中所对应的目标对象信息。 19. The processing apparatus 12-1 according to any of claims 18, wherein said object determining means for: - according to the one or more candidate target object information, and application information in conjunction with the search to determine the user resource in the repository corresponding to the fourth primary target object information; - according to the fourth primary target object information along with the time information and the fourth target object corresponding to the primaries, determining that the user information of the target object in the resource information corresponding repository.
  20. 20.根据权利要求12至19中任一项所述的处理设备,其中,该设备还包括: 序列获取装置,用于获取所述用户的查询序列信息; 序列优选装置,用于根据所述用户在所述资源信息库中所对应的目标对象信息,确定与所述查询序列信息相对应的优选查询序列信息,其中,所述优选查询序列信息基于所述查询序列信息及其中检索词所对应的目标对象信息。 20. The processing apparatus of one of claims 12 to 19 according to any of claims, wherein the apparatus further comprises: a sequence acquisition means for acquiring the user information query sequence; sequence preferably means according to said user audiences in the resource information corresponding to the information repository, the query to determine the query sequence is preferably the sequence information corresponding to information, wherein preferably the information based on the query sequence and the query sequence information corresponding to the search term target object information.
  21. 21.根据权利要求12至20中任一项所述的处理设备,其中,该设备还包括: 模型确定装置,用于根据所述目标对象信息,确定与所述用户相对应的用户特征模型。 21. The processing apparatus according to claim any one of claims 12 to 20, wherein the apparatus further comprises: means determining the model, according to the information for the target object, the user determines the feature model corresponding to the user.
  22. 22.根据权利要求21所述的处理设备,其中,该设备还包括: 提供装置,用于根据所述用户特征模型,将与所述用户特征模型相对应的资源信息提供至所述用户。 22. The processing apparatus according to claim 21, wherein the apparatus further comprises: providing a means for the user characteristic model, and the model corresponding to the user wherein the resource information is provided to the user.
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