CN104835072A - 社交网络中用户的兼容性评分 - Google Patents

社交网络中用户的兼容性评分 Download PDF

Info

Publication number
CN104835072A
CN104835072A CN201510217725.0A CN201510217725A CN104835072A CN 104835072 A CN104835072 A CN 104835072A CN 201510217725 A CN201510217725 A CN 201510217725A CN 104835072 A CN104835072 A CN 104835072A
Authority
CN
China
Prior art keywords
interest
standard
compatible
social networks
members
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
CN201510217725.0A
Other languages
English (en)
Other versions
CN104835072B (zh
Inventor
朱晓明
克里斯托弗·伦特
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Meta Platforms Inc
Original Assignee
Facebook Inc
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Facebook Inc filed Critical Facebook Inc
Publication of CN104835072A publication Critical patent/CN104835072A/zh
Application granted granted Critical
Publication of CN104835072B publication Critical patent/CN104835072B/zh
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90—Details of database functions independent of the retrieved data types
    • G06F16/95—Retrieval from the web
    • G06F16/953—Querying, e.g. by the use of web search engines
    • G06F16/9536—Search customisation based on social or collaborative filtering
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
    • G06Q50/10—Services
    • G06Q50/26—Government or public services
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24—Querying
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90—Details of database functions independent of the retrieved data types
    • G06F16/95—Retrieval from the web
    • G06F16/953—Querying, e.g. by the use of web search engines
    • G06F16/9535—Search customisation based on user profiles and personalisation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
    • G06Q50/01—Social networking
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q99/00—Subject matter not provided for in other groups of this subclass
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y10—TECHNICAL SUBJECTS COVERED BY FORMER USPC
    • Y10S—TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y10S707/00—Data processing: database and file management or data structures
    • Y10S707/99941—Database schema or data structure
    • Y10S707/99942—Manipulating data structure, e.g. compression, compaction, compilation
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y10—TECHNICAL SUBJECTS COVERED BY FORMER USPC
    • Y10S—TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y10S707/00—Data processing: database and file management or data structures
    • Y10S707/99941—Database schema or data structure
    • Y10S707/99944—Object-oriented database structure
    • Y10S707/99945—Object-oriented database structure processing
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y10—TECHNICAL SUBJECTS COVERED BY FORMER USPC
    • Y10S—TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y10S707/00—Data processing: database and file management or data structures
    • Y10S707/99941—Database schema or data structure
    • Y10S707/99948—Application of database or data structure, e.g. distributed, multimedia, or image

Abstract

本申请涉及社交网络中用户的兼容性评分。根据社交网络中的个体所表示的兴趣的兼容性计算这些个体的兼容性得分。任何两个兴趣之间的兼容性得分被计算为所述社交网络的成员将两个兴趣表示为其兴趣的所估计概率除以(i)所述社交网络的成员将所述两个兴趣中的第一兴趣表示为其兴趣的所估计概率和(ii)所述社交网络的成员将所述两个兴趣中的第二兴趣表示为其兴趣的所估计概率的乘积的对数。两个个体之间的兼容性得分被计算为由第一个体表示的一组兴趣中所出现的每一兴趣与由第二个体表示的一组兴趣中所出现的每一兴趣之间的兼容性得分的总和。

Description

社交网络中用户的兼容性评分
分案申请的相关信息
本申请为发明名称为“社交网络中用户的兼容性评分”的原中国发明专利申请的分案申请。原申请的申请号为200680020711.9；原申请的申请日为2006年4月27日。
技术领域
一般来说，本发明涉及社交网络数据的处理，且更特定来说，涉及一种在线社交网络的成员之间的评分兼容性的方法。
背景技术
目前数种在线约会及交友网站正在因特网上运作。这些服务通常在功能上是类似的。其允许用户张贴简档及照片，以及搜索其他用户的简档及照片。由于通过笔名识别用户，故匿名地提供用户之间的通信。
最初，这些网站曾实施基本技术来匹配用户。这些技术仅仅相当于根据例如年龄、性别、位置及身体特征等标准的用户简档搜索。新近，这些网站已实施更完善的过程以努力为其用户找到更佳的匹配。这种过程尝试根据特别设计的测试或问卷评估个体的性格且找到具有兼容性格的用户。
发明内容
本发明将由两个个体(其为社交网络的成员)所表示的兴趣的兼容性作为所述个体的兼容性的基础，且提供用于量化兴趣兼容性、依据由所述个体所表示兴趣兼容性评分所述两个个体的兼容性及提供包括兼容性得分的兼容性结果的方法。
量化兴趣兼容性的方法包括以下步骤：计算与每一兴趣相关联的所估计概率(本文称之为“兴趣概率”)及与每一对兴趣相关联的所估计概率(本文称之为“共同概率”)，及根据所述所估计概率指派每一对兴趣之间的兴趣兼容性得分。特定兴趣的所估计兴趣概率表示所述社交网络的一个成员将要将此兴趣表示为他或她的一个兴趣的概率。特定对兴趣的所估计共同概率表示所述社交网络的一个成员将要将所述对中的两个兴趣表示为他或她的兴趣的概率。
根据本发明的一个实施例，作为每一对兴趣的所估计共同概率、所述对的以及第二兴趣的所估计兴趣概率的函数计算所述对之间的兴趣兼容性得分。
所述依据兴趣兼容性评分兼容性的方法包括以下步骤：根据所述社交网络的成员所表示兴趣准备兴趣兼容性得分，及根据所述社交网络的第一成员所表示兴趣、所述社交网络的第二成员所表示兴趣及所述第一成员的所表示兴趣与所述第二成员的所表示兴趣之间的兴趣兼容性得分计算所述第一成员与所述第二成员之间的兼容性得分。任何两个所表示兴趣的兴趣兼容性得分表示所述两个所表示兴趣之间的兼容性程度。
所述提供包括(例如)对社交网络中个体的兼容性得分的兼容性结果的方法包括以下步骤：根据所述社交网络中所述个体的所表示兴趣准备兴趣兼容性得分；选择位于距所述第一个体预定分离程度中的一组个体；及所述第一个体与所述组中的每一个体之间的兼容性得分。如果将所述预定分离程度设定为一，则这意味着仅将提供所述第一个体的直接朋友的兼容性得分。将包括所述兼容性得分的兼容性结果提供为网页，且在将所述网页传输以显示之前，将所述兼容性结果以所述兼容性得分的次序分类所述兼容性结果。通过提供兼容性得分及将其链接到兴趣简档，本发明鼓励人们输入兴趣以使所述网站可找到共享相同或兼容兴趣的人。
附图说明
通过参照其中一些图解说明于附图中的实施例可以获得关于上述简要归纳的本发明的更特定说明，从而可更详细地理解上面所引用的本发明实施例的实施方式。但是，应注意：附图所示仅是本发明的典型实施例，不得视为限定了本发明的范围，因为本发明可容许其它等效的实施例。
图1是图形地表示社交网络中成员之间的关系的图示；
图2是图解管理在线社交网络的系统的各个组件的方块图；
图3示意性地图解根据含有兴趣数据的成员数据库计算兴趣兼容性数据的过程；
图4是图解根据含有兴趣数据的成员数据库计算兴趣兼容性数据的过程步骤的流程图；
图5是图解根据本发明的实施例计算社交网络的两个成员之间的兼容性得分的过程步骤的流程图；
图6是图解产生含有兼容性得分的成员搜索结果页面的过程步骤的流程图；
图7是用以指定成员搜索标准的样品GUI；
图8是含有兼容性得分的样品成员搜索结果页面；及
图9是图解根据本发明的另一个实施例计算社交网络的两个成员之间的兼容性得分的过程步骤的流程图。
具体实施方式
图1是以既定个体(ME)为中心的社交网络的图示。此社交网络的其他成员包括A-U，其相对于ME的位置由ME与每一其他成员之间的分离程度指代。ME的朋友(其包括A、B及C)和ME分离1度分离(1d/s)。ME的朋友的朋友和ME分离2d/s。如图所示，D、E、F、G及H各自和ME分离2d/s。ME的朋友的朋友的朋友和ME分离3d/s。图1将所有和ME分离大于3度分离的节点描绘为属于类别ALL。
社交网络中的分离程度是相对于个体所界定的。举例来说，在ME的社交网络中，H和ME分离2d/s，然而在G的社交网络中，H和G分离仅1d/s。因此，每一个体将具有其特有的一、二及三度关系组。
如所属技术领域的技术人员所理解，可将个体的社交网络扩展以包括到N度分离的节点。然而，随着度数增加超过3，节点的数量通常以爆炸速率增长且迅速地开始反映所述ALL组。
图2是图解创建及管理在线社交网络的系统的方块图。如图所示，图2图解系统250，其包括应用服务器251及一个或多个图形服务器252。系统250连接到网络260(例如，因特网)且可通过所述网络由多个计算机(共同地指定为270)存取。应用服务器250管理成员数据库254、关系数据库255及搜索数据库256。成员数据库254含有由系统250所管理的在线社交网络中每一成员的简档信息。所述简档信息除其他以外还可包括：唯一成员标识符、姓名、年龄、性别、位置、籍贯、对图像文件的引用、兴趣列表、属性及诸如此类。关系数据库255存储定义成员之间的第一度关系的信息。此外，成员数据库254的内容经加索引及优化以供搜索，且存储在搜索数据库256中。成员数据库254、关系数据库255及搜索数据库256经更新以反映新成员信息的输入及通过计算机270对现有成员信息进行的编辑。
应用服务器250还管理从远程计算机270所接收的信息交换请求。图形服务器252从应用服务器251接收查询，处理所述查询且将查询结果返回到应用服务器252。图形服务器252管理所述成员数据库中所有成员的社交网络的表达。图形服务器252具有其中存储指示所述社交网络中的所述第一度关系的邻接表的专用存储器装置253，例如随机存取存储器(RAM)。图形服务器252响应于来自应用服务器251的请求而标识所述在线社交网络的成员之间的关系及分离程度。
图3额外详细地图解成员数据库254且显示首先将其中所存储的兴趣数据转换为一组310的经规范化兴趣且然后转换为兴趣兼容性得分矩阵320。应用服务器251的处理单元实施所述到经规范化兴趣且然后到兴趣兼容性得分的转换。
所述兴趣规范化过程本质上是兴趣分类过程。其经实施以便将以不同方式表示的相同兴趣分类在相同兴趣之下。举例来说，表示为阅读的兴趣可分类在作为表示为书籍的兴趣的相同经规范化兴趣之下。在图3中所示的经规范化兴趣组310中，将所述经规范化兴趣显示为一个列表。在替代实施例中，所述经规范化兴趣可被布置为分级树。此外，本发明可应用于其中成员通过选择已由系统操作员预界定的一个或多个兴趣而输入兴趣的系统。在这种情况下，不实施所述规范化步骤且将所述所预界定兴趣组用作经规范化兴趣组310。
兴趣兼容性得分矩阵320提供表示每一对经规范化兴趣(兴趣1、兴趣2、...、兴趣N)有多兼容的数值得分。矩阵320中每一非对角线单元具有数值得分条目，所述数值得分条目指示与所述单元的行及列相关联的两个兴趣的兼容性。矩阵320中的每一对角线单元具有数值得分条目，所述数值得分条目是与所述单元的行及列相关联的兴趣的稀有性的度量。稀有兴趣具有高得分。常见兴趣具有低得分。在本文所图解的本发明的实施例中，根据已被规范化的所述成员所表示兴趣自动地编译兴趣兼容性得分。还可手动地创建所述兴趣兼容性得分或可使用自动及手动过程的组合来创建其。此外，任何自动地编译的兴趣兼容性得分可被手动地调整。
图4是图解产生矩阵320中所涉及的过程步骤的流程图。在步骤410中，将成员数据库254中所存储的所有所表示兴趣规范为经规范化兴趣组310(兴趣1、兴趣2、...、兴趣N)。步骤410中使用称为聚类的标准数据挖掘方法。计算每一经规范化兴趣(I)的概率(P(I))(步骤411)。P(1)表示成员表示对应于所述经规范化兴趣(I)的概率且为根据下式使用成员数据库254中所存储的所表示兴趣所计算：P(I)＝(在成员数据库254中表示对应于经规范化兴趣(I)的兴趣的次数)/(成员数据254中所表示兴趣的总数量)。计算每一对经规范化兴趣(I1及I2)的概率(P(I1，I2))。P(I1，I2)表示将成员表示对应于所述经规范化兴趣(I1及I2)的兴趣的概率，且为根据下式使用成员数据库254所存储的所表示兴趣所计算：P(I1，I2)＝(成员数据库254中表示对应于所述经规范化兴趣两者(I1及I2)的成员的数量)/(成员数据库254中所表示兴趣的总数量)。在其中I1＝I2的情况中，P(I1，I2)被设定为P(I1)或P(I2)。在步骤413中，使用下式计算每一对经规范化兴趣之间的兴趣兼容性得分S(Ii，Ij)：S(Ii，Ij)＝log[P(Ii，lj)/(P(Ii)*P(Ij))]。因为除以[P(Ii)*P(Ij)]，故通过使用这一公式，与更普遍兴趣方面的共同性相比将更高地评定稀有兴趣的共同性。
图5是图解在计算两个成员(例如，第一成员和第二成员)之间的兼容性得分时由应用服务器251的处理器所执行的过程步骤的流程图。在步骤510中，将所述第一成员的所表示兴趣规范化为第一组经规范化兴趣{I1、I2、...、Im}，其中m表示在所述第一组中经规范化兴趣的数量。在步骤511中，将所述第二成员所表示的兴趣规范化为第二组经规范化兴趣{J1、J2、...、Jn}，其中n表示在所述第二组中经规范化兴趣的数量。在步骤512中，根据矩阵320确定所述第一组与所述第二组中所有对的经规范化兴趣的兴趣兼容性得分。举例来说，如果所述第一组为{兴趣_1、兴趣_2}且所述第二组为{兴趣_2、兴趣_3}，则从矩阵320中检索下述兼容性得分：
兼容性(兴趣_1、兴趣_2)；
兼容性(兴趣_1、兴趣_3)；
兼容性(兴趣_2、兴趣_2)；及
兼容性(兴趣_2、兴趣_3)。
在步骤513中，总计步骤512中所确定的兼容性得分，且所述总和表示所述第一成员与所述第二成员之间的兼容性得分。
图6是图解在提供满足由所述社交网络中的一个成员所指定的一组标准的成员的兼容性得分时由应用服务器251的处理器所执行的过程步骤的流程图。在步骤610中，选择满足所述所指定标准的所述社交网络的成员。图7中图解用于指定所述组标准的样品图形用户界面(GUI)。GUI 700显示可由所述成员指定的标准。其包括：年龄、性别(男、女、男&女)、位置、搜索目的、关系现状及例如籍贯、公司、学校、亲缘关系、兴趣、最喜欢的电影、最喜欢的书籍、最喜欢的音乐及最喜欢的电视剧等选定类别的关键词。GUI 700还提供分离程度(d/s)的设置：在1d/s内的成员、在2d/s内的成员、在3d/s内的成员或所有成员。在指定所述标准之后，所述成员点击搜索按钮710，响应于此操作，应用服务器251实施对满足所述所指定标准的成员的搜索。
在步骤611中，计算指定所述标准的所述成员与满足所述所指定的搜索标准的所述社交网络的每一成员之间的兼容性得分。在步骤612中，根据满足所述所指定搜索标准的所述社交网络的成员的兼容性得分对所述成员进行排序，及在步骤613中，将含有与满足所述所指定搜索标准的所述社交网络的所述成员相关联的图像、迷你简档及超链接的网页传输到所述成员以进行显示。在步骤613中所传输的所述网页经格式化以便根据所述成员的兼容性得分(最高到最低)显示与所述成员相关联的所述图像、迷你简档及超链接。图8显示样品搜索结果页面800。
可根据针对两个成员所存储的关系信息调整所述两个成员之间的兼容性得分。在一个实施例中，根据所述成员具有的共有第一到第N度朋友的数量而增加所述两个成员之间的兼容性得分。N通常设定为2或3，但可以是任何正整数。所述兼容性得分可与所述成员具有的共有第一到第N度朋友的数量成正比例增加，其中与基于第二度朋友的增加相比基于第一度朋友的增加被更高地加权，且与基于第三度朋友的增加相比所述基于第二度朋友的增加被更高地加权，如此等等。
在另一个实施例中，根据所述社交网络的第一成员所表示的兴趣在所述第一成员的社交网络中的共同性及所述社交网络的第二成员所表示的兴趣在所述第二成员的社交网络中的共同性调整所述第一成员与所述第二成员之间的兼容性得分。图9是一个流程图，其图解在根据第一成员所表示的兴趣在所述第一成员的社交网络中的共同性及第二成员所表示的兴趣在所述第二成员的社交网络中的共同性进行调整的情况下，计算两个成员(例如，所述第一成员及所述第二成员)之间的兼容性得分时由应用服务器251的处理器所执行的过程步骤。
在步骤910中，将所述第一成员的所表示兴趣规范化为经规范化兴趣的第一组{I1、I2、...、Im}，其中m表示所述第一组中经规范化兴趣的数量。在步骤911中，将所述第二成员的所表示兴趣规范化为经规范化兴趣的第二组{J1、J2、...、Jn}，其中n表示所述第二组中经规范化兴趣的数量。在步骤912中，根据矩阵320确定所有对的所述第一组中的经规范化兴趣与第二组中的经规范化兴趣的兴趣兼容性得分。举例来说，如果所述第一组为{兴趣_1、兴趣_2}且所述第二组为{兴趣_2、兴趣_3}，则从矩阵320检索下述兼容性得分：
兼容性(兴趣_1、兴趣_2)；
兼容性(兴趣_1、兴趣_3)；
兼容性(兴趣_2、兴趣_2)；及
兼容性(兴趣_2、兴趣_3)。
在步骤913中，根据所述第一成员所表示兴趣在所述第一成员的社交网络中的共同性及所述第二成员所表示兴趣在所述第二成员的社交网络中的共同性调整步骤912中所确定的兼容性得分中的每一者。举例来说，对步骤912中所确定的兼容性得分做出如下调整(K12、K13、K22、K23)：
k12*兼容性(兴趣_1、兴趣_2)；
k13*兼容性(兴趣_1、兴趣_3)；
k22*兼容性(兴趣_2、兴趣_2)；及
k23*兼容性(兴趣_2、兴趣_3)。
调整(Kij)是所述第一成员的已表示对应于兴趣_i的兴趣的第一到第N度朋友的数量及所述第二成员的已表示对应于兴趣_j的兴趣的第一到第N度朋友的数量的函数。N通常设定为3或4，但可以是任何正整数。所述调整(Kij)的性质如下：
1.kij≥1；
2.kij＝kji；
3.kij与所述第一成员的已表示对应于兴趣_i的兴趣的朋友的数量成正比例增加，其中针对越靠近度的朋友的增加量被加权越高；及
4.kij与所述第二成员的已表示对应于兴趣_j的兴趣的朋友的数量成正比例增加，其中针对越靠近度的朋友的增加量被加权越高。
在步骤914中，总计步骤913中所确定的经调整兼容性得分，且所述总和表示所述第一成员与所述第二成员之间的兼容性得分。
虽然上文已图解及说明了根据本发明的特定实施例，但所属技术领域的技术人员应了解，在随附权利要求书的范围中本发明可采用各种形式及实施例。

Claims (20)

1.一种方法，包含：
接收与社交网络的第一成员相关联的查询，所述查询包括选定标准内的一个或者多个关键词，所述第一成员与指定了一个或多个标准的一个或多个值的第一简档信息相关联；
基于将所述查询的关键字与所述选定标准的值匹配，使用与一个或者多个计算机设备相关联的一个或多个处理器选择所述社交网络的一个或多个成员，所选择的每一成员与指定了一个或多个标准的一个或多个值的第二简档信息相关联；
基于与所述第一成员和所选择的成员相关联的每一个标准的值，使用与所述一个或者多个计算机设备相关联的所述一个或多个处理器为所选择的成员中的每一成员计算兼容性得分，每一兼容性得分与所述第一成员和所选择的成员中之一相关联；及
发射与所选择的成员相关联的信息。
2.如权利要求1所述的方法，其中至少一个关键词和类别相关联。
3.如权利要求2所述的方法，其中所述类别包含一个或多个兴趣。
4.如权利要求1所述的方法，其中所述查询包含相对于所述第一成员的分离程度。
5.如权利要求1所述的方法，其中所述查询包含了一个或多个标准，所述一个或多个标准包含年龄、性别、位置、搜索目的、关系现状、籍贯、一个或多个公司、一个或多个学校、一个或多个亲缘关系、一个或多个兴趣、一个或多个喜欢的电影、一本或多本喜欢的书籍、一首或多首喜欢的音乐、一部或多部喜欢的电视节目、一个或多个成员属性或上述任意组合。
6.如权利要求5所述的方法，其中所述一个或多个关键词中的一个或多个关键字与标准相关联。
7.如权利要求1所述的方法，其中基于所述查询选择所述社交网络的一个或者多个成员包含：
处理所述查询，
使用社交图形服务器，所述社交图形服务器管理表达了所述社交网络的所有成员的社交网络的社交图形。
8.如权利要求1所述的方法，其中所发射的信息包含一组超链接信息，每一个超链接与所选择的成员中之一相关联。
9.如权利要求1所述的方法，其中计算与所述第一成员和所选择的一个或多个成员中之一相关联的兼容性得分包含确定所选择的一个或多个成员中之一与所述第一成员之间的共同朋友的数量。
10.如权利要求9所述的方法，其中所述兼容性得分是基于与所述共同朋友相关联的加权值的，所述加权值与所选择的一个或多个成员中之一和所述第一成员之间的分离程度相关联。
11.如权利要求1所述的方法，其中与所选择的成员相关联的信息是依照所述兼容性得分来发射的。
12.如权利要求11所述的方法，其中依照所述兼容性得分发射与所选择的成员相关联的信息包含根据所述兼容性得分将与所选择的成员相关联的信息分类。
13.如权利要求1所述的方法，进一步包含：
将所述第一成员的所述第一简档信息的一个或多个数值规范化，以获得针对所述第一成员的第一组规范化值；及
针对所选择的每一成员，将所选择的成员的所述第二简档信息的一个或多个数值规范化，以获得针对所述第二成员的第二组规范化值。
14.如权利要求13所述的方法，其中为所选择的成员中的每一成员计算兼容性得分是基于针对所述第一成员的所述第一组规范化值和针对所选择的成员的所述第二组规范化值的。
15.如权利要求1所述的方法，其中所选择的成员中的每一成员的兼容性得分是基于所述第一成员相对于所选择的成员的兼容性概率的，所述兼容性概率是基于所述第一成员的所述第一简档信息和所述第二成员的所述第二简档信息的每一个标准的每一对值的。
16.如权利要求1所述的方法，进一步包含从所述第一成员接收对所选择的标准的选择。
17.如权利要求1所述的方法，进一步包含：
访问包含有多个节点和连接所述节点的多条边的社交图形，所述节点中的一个或多个节点中的每一节点与所述社交网络的多个成员相关联，两个节点之间的每一个连接代表所述两个节点之间的关系，及
建立所述两个节点之间的单一分离程度。
18.如权利要求17所述的方法，其中：
所述第一成员与所述多个节点的第一节点相关联；及
所选择的每一成员与所述多个节点的第二节点相关联，每一第二节点在所述第一节点的分离阈值程度内。
19.一种系统，包含：
编码有指令的一个或多个非瞬时性机器可读存储媒体；
一个或多个处理器，经配置以执行所述指令以：
接收与社交网络的第一成员相关联的查询，所述查询包括选定标准内的一个或者多个关键词，所述第一成员与指定了一个或多个标准的一个或多个值的第一简档信息相关联；
基于将所述查询的关键字与所述选定标准的值匹配，选择所述社交网络的一个或多个成员，所选择的每一成员与指定了一个或多个标准的一个或多个值的第二简档信息相关联；
基于与所述第一成员和所选择的成员相关联的每一个标准的值，为所选择的成员中的每一成员计算兼容性得分，每一兼容性得分与所述第一成员和所选择的成员中之一相关联；及
发射与所选择的一个或多个成员相关联的信息。
20.一种或多种计算机可读非瞬时性存储媒体，包括软件，所述软件在由与一个或多个服务器相关联的一个或多个处理器执行时可经操作以：
接收与社交网络的第一成员相关联的查询，所述查询包括选定标准内的一个或者多个关键词，所述第一成员与指定了一个或多个标准的一个或多个值的第一简档信息相关联；
基于将所述查询的关键字与所述选定标准的值匹配，使用与一个或者多个计算机设备相关联的一个或多个处理器选择所述社交网络的一个或多个成员，所选择的每一成员与指定了一个或多个标准的一个或多个值的第二简档信息相关联；
基于与所述第一成员和所选择的成员相关联的每一个标准的值，使用与所述一个或者多个计算机设备相关联的所述一个或多个处理器为所选择的成员中的每一成员计算兼容性得分，每一兼容性得分与所述第一成员和所选择的成员中之一相关联；及
发射与所选择的成员相关联的信息。
CN201510217725.0A 2005-04-28 2006-04-27 用于社交网络中用户的兼容性评分的方法和系统 Active CN104835072B (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US11/117,793 2005-04-28
US11/117,793 US7451161B2 (en) 2005-04-28 2005-04-28 Compatibility scoring of users in a social network
CN200680020711.9A CN101496003B (zh) 2005-04-28 2006-04-27 社交网络中用户的兼容性评分

Related Parent Applications (1)

Application Number Title Priority Date Filing Date
CN200680020711.9A Division CN101496003B (zh) 2005-04-28 2006-04-27 社交网络中用户的兼容性评分

Publications (2)

Publication Number Publication Date
CN104835072A true CN104835072A (zh) 2015-08-12
CN104835072B CN104835072B (zh) 2020-11-20

Family

ID=37215472

Family Applications (2)

Application Number Title Priority Date Filing Date
CN200680020711.9A Active CN101496003B (zh) 2005-04-28 2006-04-27 社交网络中用户的兼容性评分
CN201510217725.0A Active CN104835072B (zh) 2005-04-28 2006-04-27 用于社交网络中用户的兼容性评分的方法和系统

Family Applications Before (1)

Application Number Title Priority Date Filing Date
CN200680020711.9A Active CN101496003B (zh) 2005-04-28 2006-04-27 社交网络中用户的兼容性评分

Country Status (7)

Country Link
US (7) US7451161B2 (zh)
EP (1) EP1875452A4 (zh)
JP (1) JP4906846B2 (zh)
KR (1) KR101009830B1 (zh)
CN (2) CN101496003B (zh)
SG (1) SG163504A1 (zh)
WO (1) WO2006116543A2 (zh)

Families Citing this family (252)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8590013B2 (en) 2002-02-25 2013-11-19 C. S. Lee Crawford Method of managing and communicating data pertaining to software applications for processor-based devices comprising wireless communication circuitry
US7756750B2 (en) 2003-09-02 2010-07-13 Vinimaya, Inc. Method and system for providing online procurement between a buyer and suppliers over a network
US7593740B2 (en) * 2004-05-12 2009-09-22 Google, Inc. Location-based social software for mobile devices
US8010458B2 (en) 2004-05-26 2011-08-30 Facebook, Inc. System and method for managing information flow between members of an online social network
US20100082480A1 (en) * 2008-09-30 2010-04-01 Jason Alexander Korosec Payments with virtual value
US7451161B2 (en) 2005-04-28 2008-11-11 Friendster, Inc. Compatibility scoring of users in a social network
KR101165311B1 (ko) * 2005-07-13 2012-07-18 엔에이치엔(주) 다면적인 관계 설정을 촉진하기 위한 온라인상 휴먼네트워크 관리 시스템 및 방법
US10390212B2 (en) 2016-09-15 2019-08-20 Proximity Grid, Inc. Tracking system having an option of not being trackable
US7761400B2 (en) 2005-07-22 2010-07-20 John Reimer Identifying events
US10015630B2 (en) 2016-09-15 2018-07-03 Proximity Grid, Inc. Tracking people
US20190268430A1 (en) 2005-08-01 2019-08-29 Seven Networks, Llc Targeted notification of content availability to a mobile device
JP4470854B2 (ja) 2005-10-17 2010-06-02 ソニー株式会社 通信方法および通信システム
US8571999B2 (en) 2005-11-14 2013-10-29 C. S. Lee Crawford Method of conducting operations for a social network application including activity list generation
US8027943B2 (en) 2007-08-16 2011-09-27 Facebook, Inc. Systems and methods for observing responses to invitations by users in a web-based social network
US8402094B2 (en) * 2006-08-11 2013-03-19 Facebook, Inc. Providing a newsfeed based on user affinity for entities and monitored actions in a social network environment
US8296373B2 (en) 2007-02-02 2012-10-23 Facebook, Inc. Automatically managing objectionable behavior in a web-based social network
US7945653B2 (en) * 2006-10-11 2011-05-17 Facebook, Inc. Tagging digital media
US7827208B2 (en) * 2006-08-11 2010-11-02 Facebook, Inc. Generating a feed of stories personalized for members of a social network
US8171128B2 (en) 2006-08-11 2012-05-01 Facebook, Inc. Communicating a newsfeed of media content based on a member's interactions in a social network environment
US7669123B2 (en) 2006-08-11 2010-02-23 Facebook, Inc. Dynamically providing a news feed about a user of a social network
US8204952B2 (en) 2007-02-02 2012-06-19 Facebook, Inc. Digital file distribution in a social network system
EP1964003A2 (en) 2005-12-14 2008-09-03 Facebook Inc. Systems and methods for social mapping
US20080189292A1 (en) * 2007-02-02 2008-08-07 Jed Stremel System and method for automatic population of a contact file with contact content and expression content
US7809805B2 (en) 2007-02-28 2010-10-05 Facebook, Inc. Systems and methods for automatically locating web-based social network members
US7797256B2 (en) * 2006-08-02 2010-09-14 Facebook, Inc. Generating segmented community flyers in a social networking system
US8549651B2 (en) * 2007-02-02 2013-10-01 Facebook, Inc. Determining a trust level in a social network environment
US8225376B2 (en) 2006-07-25 2012-07-17 Facebook, Inc. Dynamically generating a privacy summary
US20090049127A1 (en) * 2007-08-16 2009-02-19 Yun-Fang Juan System and method for invitation targeting in a web-based social network
WO2007076150A2 (en) 2005-12-23 2007-07-05 Facebook, Inc. Systems and methods for generating a social timeline
US9459622B2 (en) 2007-01-12 2016-10-04 Legalforce, Inc. Driverless vehicle commerce network and community
US20070192106A1 (en) * 2006-02-13 2007-08-16 Signal Match Inc. System and method for creating and using personality models for user interactions in a social network
US9373149B2 (en) 2006-03-17 2016-06-21 Fatdoor, Inc. Autonomous neighborhood vehicle commerce network and community
US9098545B2 (en) 2007-07-10 2015-08-04 Raj Abhyanker Hot news neighborhood banter in a geo-spatial social network
US9070101B2 (en) 2007-01-12 2015-06-30 Fatdoor, Inc. Peer-to-peer neighborhood delivery multi-copter and method
US9064288B2 (en) 2006-03-17 2015-06-23 Fatdoor, Inc. Government structures and neighborhood leads in a geo-spatial environment
US8965409B2 (en) 2006-03-17 2015-02-24 Fatdoor, Inc. User-generated community publication in an online neighborhood social network
US9071367B2 (en) 2006-03-17 2015-06-30 Fatdoor, Inc. Emergency including crime broadcast in a neighborhood social network
US9037516B2 (en) 2006-03-17 2015-05-19 Fatdoor, Inc. Direct mailing in a geo-spatial environment
US9002754B2 (en) 2006-03-17 2015-04-07 Fatdoor, Inc. Campaign in a geo-spatial environment
US7529795B2 (en) 2006-03-20 2009-05-05 Stragent, Llc Message board aggregator
US20080005096A1 (en) * 2006-06-29 2008-01-03 Yahoo! Inc. Monetization of characteristic values predicted using network-based social ties
US7853881B1 (en) 2006-07-03 2010-12-14 ISQ Online Multi-user on-line real-time virtual social networks based upon communities of interest for entertainment, information or e-commerce purposes
US20080006732A1 (en) * 2006-07-10 2008-01-10 Autoliv Asp, Inc. Differential dual spool retractor seat belt system with motor actuator
US8572169B2 (en) * 2006-08-28 2013-10-29 Myspace, Llc System, apparatus and method for discovery of music within a social network
US20080059455A1 (en) * 2006-08-31 2008-03-06 Canoy Michael-David N Method and apparatus of obtaining or providing search results using user-based biases
US7647351B2 (en) 2006-09-14 2010-01-12 Stragent, Llc Web scrape template generation
US7617207B2 (en) * 2006-10-12 2009-11-10 Wysitech, Inc. Contact relationship systems and methods
US7657611B2 (en) * 2006-10-30 2010-02-02 Google Inc. Content request optimization
US8239491B1 (en) * 2006-10-30 2012-08-07 Google Inc. Content request optimization
US20080144882A1 (en) * 2006-12-19 2008-06-19 Mind Metrics, Llc System and method for determining like-mindedness
US20090222330A1 (en) * 2006-12-19 2009-09-03 Mind Metrics Llc System and method for determining like-mindedness
WO2008094168A1 (en) * 2007-02-02 2008-08-07 Facebook, Inc. System and method for giving gifts and displaying assets in a social network environment
US8949340B2 (en) 2007-02-05 2015-02-03 Boadin Technology, LLC Systems and methods for organizing content for mobile media services
US20080319781A1 (en) * 2007-02-16 2008-12-25 Stivoric John M Assessment and grouping applications of lifeotypes
WO2008103447A2 (en) 2007-02-21 2008-08-28 Facebook, Inc. Implementation of a structured query language interface in a distributed database
US8136145B2 (en) 2007-03-13 2012-03-13 Facebook, Inc. Network authentication for accessing social networking system information by a third party application
JP5114984B2 (ja) * 2007-03-16 2013-01-09 ソニー株式会社 情報処理装置及び情報処理方法、並びにプログラム
US7827265B2 (en) * 2007-03-23 2010-11-02 Facebook, Inc. System and method for confirming an association in a web-based social network
US20080248829A1 (en) * 2007-04-06 2008-10-09 Signal Match Inc. System and method for portable compatibility determination
US8356035B1 (en) 2007-04-10 2013-01-15 Google Inc. Association of terms with images using image similarity
US20080270038A1 (en) * 2007-04-24 2008-10-30 Hadi Partovi System, apparatus and method for determining compatibility between members of a social network
US7904461B2 (en) 2007-05-01 2011-03-08 Google Inc. Advertiser and user association
US8055664B2 (en) * 2007-05-01 2011-11-08 Google Inc. Inferring user interests
US20090024741A1 (en) * 2007-05-03 2009-01-22 Sean Roach System and method for electronic social networking
CN101681252B (zh) 2007-05-24 2017-09-01 费斯布克公司 用于为与用户简档相关联的应用提供隐私设置的系统和方法
CN101681346A (zh) 2007-05-24 2010-03-24 费斯布克公司 用于访问互联网应用的个性化平台
US8249943B2 (en) * 2007-05-31 2012-08-21 Facebook, Inc. Auction based polling
AU2008261648B2 (en) 2007-06-12 2013-10-03 Facebook, Inc. Personalized social networking application content
US9373076B1 (en) * 2007-08-08 2016-06-21 Aol Inc. Systems and methods for building and using social networks in image analysis
US8732846B2 (en) 2007-08-15 2014-05-20 Facebook, Inc. Platform for providing a social context to software applications
US7853622B1 (en) 2007-11-01 2010-12-14 Google Inc. Video-related recommendations using link structure
US8041082B1 (en) 2007-11-02 2011-10-18 Google Inc. Inferring the gender of a face in an image
US20090132264A1 (en) * 2007-11-16 2009-05-21 Wood Mark D Media asset evaluation based on social relationships
JP4968041B2 (ja) * 2007-12-17 2012-07-04 富士通株式会社 サービス提供システムの連携システム、サービス提供システムおよびその制御方法、ならびにコンピュータプログラム
US8117225B1 (en) 2008-01-18 2012-02-14 Boadin Technology, LLC Drill-down system, method, and computer program product for focusing a search
US8117242B1 (en) 2008-01-18 2012-02-14 Boadin Technology, LLC System, method, and computer program product for performing a search in conjunction with use of an online application
US8768922B2 (en) * 2008-02-08 2014-07-01 Microsoft Corporation Ad retrieval for user search on social network sites
US20090327928A1 (en) * 2008-03-05 2009-12-31 Anastasia Dedis Method and System Facilitating Two-Way Interactive Communication and Relationship Management
US20110161827A1 (en) * 2008-03-05 2011-06-30 Anastasia Dedis Social media communication and contact organization
US8887066B1 (en) 2008-04-02 2014-11-11 Facebook, Inc. Communicating plans for users of a social networking system
US8490004B2 (en) * 2008-04-17 2013-07-16 Gary Stephen Shuster Evaluation of remote user attributes in a social networking environment
US7522058B1 (en) * 2008-04-17 2009-04-21 Robelight Llc System and method for social networking in a virtual space
US20090292626A1 (en) * 2008-04-22 2009-11-26 Oxford J Craig System and method for interactive map, database, and social networking engine
US7961986B1 (en) 2008-06-30 2011-06-14 Google Inc. Ranking of images and image labels
US8265862B1 (en) 2008-08-22 2012-09-11 Boadin Technology, LLC System, method, and computer program product for communicating location-related information
US8073590B1 (en) 2008-08-22 2011-12-06 Boadin Technology, LLC System, method, and computer program product for utilizing a communication channel of a mobile device by a vehicular assembly
US8078397B1 (en) 2008-08-22 2011-12-13 Boadin Technology, LLC System, method, and computer program product for social networking utilizing a vehicular assembly
US8131458B1 (en) 2008-08-22 2012-03-06 Boadin Technology, LLC System, method, and computer program product for instant messaging utilizing a vehicular assembly
US8190692B1 (en) 2008-08-22 2012-05-29 Boadin Technology, LLC Location-based messaging system, method, and computer program product
US8244674B2 (en) * 2008-12-10 2012-08-14 Gartner, Inc. Interactive peer directory
US9477672B2 (en) 2009-12-02 2016-10-25 Gartner, Inc. Implicit profile for use with recommendation engine and/or question router
US8918391B2 (en) 2009-12-02 2014-12-23 Gartner, Inc. Interactive peer directory with question router
US9740753B2 (en) 2008-12-18 2017-08-22 International Business Machines Corporation Using spheres-of-influence to characterize network relationships
US10007729B1 (en) 2009-01-23 2018-06-26 Zakta, LLC Collaboratively finding, organizing and/or accessing information
US10191982B1 (en) 2009-01-23 2019-01-29 Zakata, LLC Topical search portal
US9607324B1 (en) 2009-01-23 2017-03-28 Zakta, LLC Topical trust network
US20100293476A1 (en) * 2009-05-13 2010-11-18 Radius Dating LLC Peer based social network dating environment
US20100306249A1 (en) * 2009-05-27 2010-12-02 James Hill Social network systems and methods
CN101572606B (zh) * 2009-06-12 2012-05-23 阿里巴巴集团控股有限公司 一种社会化网络中认证请求消息发送方法及装置
US8577405B2 (en) 2009-06-12 2013-11-05 Qualcomm Incorporated Systems, methods, and machine-readable media providing location-enabled group management
US8979538B2 (en) * 2009-06-26 2015-03-17 Microsoft Technology Licensing, Llc Using game play elements to motivate learning
JP5422284B2 (ja) * 2009-07-17 2014-02-19 共同印刷株式会社 利用者情報提供システム及び利用者情報提供方法
US8311950B1 (en) 2009-10-01 2012-11-13 Google Inc. Detecting content on a social network using browsing patterns
US8306922B1 (en) 2009-10-01 2012-11-06 Google Inc. Detecting content on a social network using links
US9424444B2 (en) * 2009-10-14 2016-08-23 At&T Mobility Ii Llc Systems, apparatus, methods and computer-readable storage media for facilitating integrated messaging, contacts and social media for a selected entity
US20110173198A1 (en) * 2010-01-12 2011-07-14 Yahoo! Inc. Recommendations based on relevant friend behaviors
CN102130896B (zh) * 2010-01-14 2014-05-14 腾讯科技（深圳）有限公司 网络应用关联方法和系统
KR101123697B1 (ko) * 2010-01-22 2012-03-20 유플리트 주식회사 공통 관심 사용자 검색장치 및 방법
US8661034B2 (en) 2010-02-03 2014-02-25 Gartner, Inc. Bimodal recommendation engine for recommending items and peers
US10102278B2 (en) 2010-02-03 2018-10-16 Gartner, Inc. Methods and systems for modifying a user profile for a recommendation algorithm and making recommendations based on user interactions with items
US20110191311A1 (en) * 2010-02-03 2011-08-04 Gartner, Inc. Bi-model recommendation engine for recommending items and peers
KR101163196B1 (ko) * 2010-02-12 2012-07-06 박미쁨 개인 맞춤형 컨텐트를 제공하는 애플리케이션 서버에서의 개인 맞춤형 사회 네트워크 지도 관리 방법 및 그 방법을 실행하기 위한 프로그램 기록매체
US8275771B1 (en) 2010-02-26 2012-09-25 Google Inc. Non-text content item search
US8880600B2 (en) 2010-03-31 2014-11-04 Facebook, Inc. Creating groups of users in a social networking system
US8990393B2 (en) 2010-04-19 2015-03-24 Henri Rizk System and method for managing relationships with independent multi-dimensional grouping, individualized privileges, and interactive feedback in a social network
US9633121B2 (en) 2010-04-19 2017-04-25 Facebook, Inc. Personalizing default search queries on online social networks
US20110270850A1 (en) * 2010-04-30 2011-11-03 Microsoft Corporation Prioritization of Resources based on User Activities
US9697500B2 (en) 2010-05-04 2017-07-04 Microsoft Technology Licensing, Llc Presentation of information describing user activities with regard to resources
US20110276624A1 (en) * 2010-05-07 2011-11-10 Haseeb Akhtar Converged communication with web 2.0 based screen triggers
US8655938B1 (en) 2010-05-19 2014-02-18 Adobe Systems Incorporated Social media contributor weight
US9710555B2 (en) * 2010-05-28 2017-07-18 Adobe Systems Incorporated User profile stitching
US8676875B1 (en) 2010-05-19 2014-03-18 Adobe Systems Incorporated Social media measurement
US20110314017A1 (en) * 2010-06-18 2011-12-22 Microsoft Corporation Techniques to automatically manage social connections
US20120036444A1 (en) * 2010-07-01 2012-02-09 Andersen Ann-Cabell Baum Systems and Methods for Interactive Web-based Social Networking and Activities Coordination
US8306858B2 (en) 2010-07-14 2012-11-06 Google Inc. Consolidated content item request for multiple environments
WO2012021170A2 (en) * 2010-08-10 2012-02-16 Zoosk, Inc. System and method for locating desired traits in resources using a network
US9553878B2 (en) 2010-08-16 2017-01-24 Facebook, Inc. People directory with social privacy and contact association features
US20120136877A1 (en) * 2010-09-21 2012-05-31 Zadeh Shayan G System and method for selecting compatible users for activities based on experiences, interests or preferences as identified from one or more web services
US20130031475A1 (en) * 2010-10-18 2013-01-31 Scene 53 Inc. Social network based virtual assembly places
US9305319B2 (en) * 2010-10-18 2016-04-05 Yehonatan Rafael Maor Controlling social network virtual assembly places through probability of interaction methods
US10068266B2 (en) 2010-12-02 2018-09-04 Vinimaya Inc. Methods and systems to maintain, check, report, and audit contract and historical pricing in electronic procurement
US9497154B2 (en) * 2010-12-13 2016-11-15 Facebook, Inc. Measuring social network-based interaction with web content external to a social networking system
US20120166971A1 (en) * 2010-12-28 2012-06-28 Thomas Sachson Social Networking Timeline System And Method
US9477574B2 (en) 2011-05-12 2016-10-25 Microsoft Technology Licensing, Llc Collection of intranet activity data
US8838688B2 (en) * 2011-05-31 2014-09-16 International Business Machines Corporation Inferring user interests using social network correlation and attribute correlation
JP5995520B2 (ja) 2011-06-14 2016-09-21 キヤノン株式会社 画像に関する処理支援システム、情報処理装置、及び画像に関する処理影支援方法
US9846916B2 (en) * 2011-07-10 2017-12-19 Facebook, Inc. Clustering a user's connections in a social networking system
CN102880608A (zh) * 2011-07-13 2013-01-16 阿里巴巴集团控股有限公司 基于人际距离的排名、搜索方法和装置
WO2013012872A1 (en) * 2011-07-18 2013-01-24 Poon Roger J Method for social search
JP2015507230A (ja) * 2011-09-27 2015-03-05 テレフオンアクチーボラゲット エル エム エリクソン（パブル） ソーシャルウェブ内のネットワーク接続されたリソースノード間のデータフローの管理
US8996573B2 (en) 2011-10-10 2015-03-31 George Peter Kelesis Journaling system with segregated data access
CN102387094B (zh) * 2011-10-24 2015-07-08 Tcl集团股份有限公司 一种网络社交的建立方法和系统
US9177062B2 (en) * 2012-10-31 2015-11-03 Google Inc. Sorting social profile search results based on computing personal similarity scores
US9836721B2 (en) 2011-11-21 2017-12-05 Facebook, Inc. Defining future plans in connection with objects in a social networking system
US11385773B2 (en) * 2011-12-05 2022-07-12 Zoosk, Inc. System and method for identifying users based on at least one preference and friendship status
US8688796B1 (en) 2012-03-06 2014-04-01 Tal Lavian Rating system for determining whether to accept or reject objection raised by user in social network
US9083728B1 (en) 2012-03-06 2015-07-14 Tal Lavian Systems and methods to support sharing and exchanging in a network
US8782038B2 (en) * 2012-04-20 2014-07-15 Eharmony, Inc. Systems and methods for online compatibility matching and ranking
US9031936B2 (en) * 2012-06-28 2015-05-12 Sap Portals Israel Ltd Ranking search results using an entity network
US8972490B1 (en) * 2012-06-29 2015-03-03 Emc Corporation User discovery in socially-aware data storage systems
JP6082958B2 (ja) * 2012-07-12 2017-02-22 株式会社コナミデジタルエンタテインメント 管理装置、サービス提供システム、管理装置の制御方法、及び、管理装置のプログラム。
US9795887B2 (en) 2012-07-17 2017-10-24 Riot Games, Inc. Systems and methods that enable player matching for multi-player online games
US8935255B2 (en) 2012-07-27 2015-01-13 Facebook, Inc. Social static ranking for search
WO2014030039A1 (en) * 2012-08-22 2014-02-27 Christopher James Wilson Engagement tool for a website
JP5999495B2 (ja) * 2012-09-24 2016-09-28 大日本印刷株式会社 カップリング装置およびカップリングシステム
US9594810B2 (en) * 2012-09-24 2017-03-14 Reunify Llc Methods and systems for transforming multiple data streams into social scoring and intelligence on individuals and groups
US9589058B2 (en) 2012-10-19 2017-03-07 SameGrain, Inc. Methods and systems for social matching
US20140122517A1 (en) * 2012-10-25 2014-05-01 Vlad Vendrow Contact list based on internal and external data
WO2014072931A1 (en) * 2012-11-08 2014-05-15 Seatid Ltd. Device, system, and method of sharing social network information
KR102017746B1 (ko) 2012-11-14 2019-09-04 한국전자통신연구원 유사도 산출 방법 및 그 장치
US9002852B2 (en) 2012-11-15 2015-04-07 Adobe Systems Incorporated Mining semi-structured social media
US9398104B2 (en) 2012-12-20 2016-07-19 Facebook, Inc. Ranking test framework for search results on an online social network
US9619553B2 (en) * 2013-02-12 2017-04-11 International Business Machines Corporation Ranking of meeting topics
US9223826B2 (en) 2013-02-25 2015-12-29 Facebook, Inc. Pushing suggested search queries to mobile devices
US10600011B2 (en) 2013-03-05 2020-03-24 Gartner, Inc. Methods and systems for improving engagement with a recommendation engine that recommends items, peers, and services
US9251285B2 (en) * 2013-03-15 2016-02-02 TeamUp, Oy Method, a system and a computer program product for scoring a profile in social networking system
US9910887B2 (en) 2013-04-25 2018-03-06 Facebook, Inc. Variable search query vertical access
US9330183B2 (en) 2013-05-08 2016-05-03 Facebook, Inc. Approximate privacy indexing for search queries on online social networks
US9223898B2 (en) 2013-05-08 2015-12-29 Facebook, Inc. Filtering suggested structured queries on online social networks
US9305322B2 (en) 2013-07-23 2016-04-05 Facebook, Inc. Native application testing
US9654378B2 (en) 2013-10-24 2017-05-16 Sas Institute Inc. Link addition to a network of linked nodes
CN104750759A (zh) 2013-12-31 2015-07-01 华为技术有限公司 热点用户发现的方法及其装置
US9336300B2 (en) 2014-01-17 2016-05-10 Facebook, Inc. Client-side search templates for online social networks
US9439367B2 (en) 2014-02-07 2016-09-13 Arthi Abhyanker Network enabled gardening with a remotely controllable positioning extension
CN104951983A (zh) * 2014-03-31 2015-09-30 邻客音公司 用于社交网络的新成员的多目标优化
US20150278375A1 (en) * 2014-03-31 2015-10-01 Linkedin Corporation Multi-objective optimization for new members of a social network
US20150293988A1 (en) * 2014-04-10 2015-10-15 Jeremiah D. Eubanks System and Method for Opinion Sharing and Recommending Social Connections
US9457901B2 (en) 2014-04-22 2016-10-04 Fatdoor, Inc. Quadcopter with a printable payload extension system and method
US9004396B1 (en) 2014-04-24 2015-04-14 Fatdoor, Inc. Skyteboard quadcopter and method
US9022324B1 (en) 2014-05-05 2015-05-05 Fatdoor, Inc. Coordination of aerial vehicles through a central server
US9971985B2 (en) 2014-06-20 2018-05-15 Raj Abhyanker Train based community
US9441981B2 (en) 2014-06-20 2016-09-13 Fatdoor, Inc. Variable bus stops across a bus route in a regional transportation network
US9451020B2 (en) 2014-07-18 2016-09-20 Legalforce, Inc. Distributed communication of independent autonomous vehicles to provide redundancy and performance
US10379708B2 (en) * 2014-09-26 2019-08-13 Mickael Pic Graphical user interface for a common interest social network
GB2555156A (en) * 2014-11-29 2018-04-25 Gupta Vishal Contact information discovery
KR101647967B1 (ko) 2015-01-12 2016-08-16 (주)이아커뮤니케이션 연락 유도 방법 및 연락 유도용 어플리케이션
US20160267586A1 (en) * 2015-03-09 2016-09-15 Tata Consultancy Services Limited Methods and devices for computing optimized credit scores
US10095683B2 (en) 2015-04-10 2018-10-09 Facebook, Inc. Contextual speller models on online social networks
US10049099B2 (en) 2015-04-10 2018-08-14 Facebook, Inc. Spell correction with hidden markov models on online social networks
US10628636B2 (en) 2015-04-24 2020-04-21 Facebook, Inc. Live-conversation modules on online social networks
US10298535B2 (en) 2015-05-19 2019-05-21 Facebook, Inc. Civic issues platforms on online social networks
US10397167B2 (en) 2015-06-19 2019-08-27 Facebook, Inc. Live social modules on online social networks
US10509832B2 (en) 2015-07-13 2019-12-17 Facebook, Inc. Generating snippet modules on online social networks
US10268664B2 (en) 2015-08-25 2019-04-23 Facebook, Inc. Embedding links in user-created content on online social networks
US10810217B2 (en) 2015-10-07 2020-10-20 Facebook, Inc. Optionalization and fuzzy search on online social networks
US9602965B1 (en) 2015-11-06 2017-03-21 Facebook, Inc. Location-based place determination using online social networks
US10270868B2 (en) 2015-11-06 2019-04-23 Facebook, Inc. Ranking of place-entities on online social networks
US10795936B2 (en) 2015-11-06 2020-10-06 Facebook, Inc. Suppressing entity suggestions on online social networks
US10534814B2 (en) 2015-11-11 2020-01-14 Facebook, Inc. Generating snippets on online social networks
US10387511B2 (en) 2015-11-25 2019-08-20 Facebook, Inc. Text-to-media indexes on online social networks
US10740368B2 (en) 2015-12-29 2020-08-11 Facebook, Inc. Query-composition platforms on online social networks
US10282434B2 (en) 2016-01-11 2019-05-07 Facebook, Inc. Suppression and deduplication of place-entities on online social networks
US10162899B2 (en) 2016-01-15 2018-12-25 Facebook, Inc. Typeahead intent icons and snippets on online social networks
US10262039B1 (en) 2016-01-15 2019-04-16 Facebook, Inc. Proximity-based searching on online social networks
US10740375B2 (en) 2016-01-20 2020-08-11 Facebook, Inc. Generating answers to questions using information posted by users on online social networks
US10320938B2 (en) 2016-02-02 2019-06-11 International Business Machines Corporation Monitoring and maintaining social group cohesiveness
US10270882B2 (en) 2016-02-03 2019-04-23 Facebook, Inc. Mentions-modules on online social networks
US10157224B2 (en) 2016-02-03 2018-12-18 Facebook, Inc. Quotations-modules on online social networks
US10242074B2 (en) 2016-02-03 2019-03-26 Facebook, Inc. Search-results interfaces for content-item-specific modules on online social networks
US10216850B2 (en) 2016-02-03 2019-02-26 Facebook, Inc. Sentiment-modules on online social networks
US10452671B2 (en) 2016-04-26 2019-10-22 Facebook, Inc. Recommendations from comments on online social networks
US10635661B2 (en) 2016-07-11 2020-04-28 Facebook, Inc. Keyboard-based corrections for search queries on online social networks
TWI692958B (zh) * 2016-07-15 2020-05-01 王逸塵 智慧型通訊裝置用雙向資訊交流方法及運用該方法之系統
US9997471B2 (en) * 2016-07-25 2018-06-12 Taiwan Semiconductor Manufacturing Company Ltd. Semiconductor package structure and manufacturing method thereof
US20180025440A1 (en) * 2016-07-25 2018-01-25 Herekittykitty Llc Online dating and social networking system
US10282483B2 (en) 2016-08-04 2019-05-07 Facebook, Inc. Client-side caching of search keywords for online social networks
US10223464B2 (en) 2016-08-04 2019-03-05 Facebook, Inc. Suggesting filters for search on online social networks
US10726022B2 (en) 2016-08-26 2020-07-28 Facebook, Inc. Classifying search queries on online social networks
US10534815B2 (en) 2016-08-30 2020-01-14 Facebook, Inc. Customized keyword query suggestions on online social networks
US10102255B2 (en) 2016-09-08 2018-10-16 Facebook, Inc. Categorizing objects for queries on online social networks
US10645142B2 (en) 2016-09-20 2020-05-05 Facebook, Inc. Video keyframes display on online social networks
US10026021B2 (en) 2016-09-27 2018-07-17 Facebook, Inc. Training image-recognition systems using a joint embedding model on online social networks
US10083379B2 (en) 2016-09-27 2018-09-25 Facebook, Inc. Training image-recognition systems based on search queries on online social networks
US10579688B2 (en) 2016-10-05 2020-03-03 Facebook, Inc. Search ranking and recommendations for online social networks based on reconstructed embeddings
US10311117B2 (en) 2016-11-18 2019-06-04 Facebook, Inc. Entity linking to query terms on online social networks
US10650009B2 (en) 2016-11-22 2020-05-12 Facebook, Inc. Generating news headlines on online social networks
US10313456B2 (en) 2016-11-30 2019-06-04 Facebook, Inc. Multi-stage filtering for recommended user connections on online social networks
US10185763B2 (en) 2016-11-30 2019-01-22 Facebook, Inc. Syntactic models for parsing search queries on online social networks
US10162886B2 (en) 2016-11-30 2018-12-25 Facebook, Inc. Embedding-based parsing of search queries on online social networks
US10235469B2 (en) 2016-11-30 2019-03-19 Facebook, Inc. Searching for posts by related entities on online social networks
US11223699B1 (en) 2016-12-21 2022-01-11 Facebook, Inc. Multiple user recognition with voiceprints on online social networks
US10607148B1 (en) 2016-12-21 2020-03-31 Facebook, Inc. User identification with voiceprints on online social networks
US10535106B2 (en) 2016-12-28 2020-01-14 Facebook, Inc. Selecting user posts related to trending topics on online social networks
US10489472B2 (en) 2017-02-13 2019-11-26 Facebook, Inc. Context-based search suggestions on online social networks
US10614141B2 (en) 2017-03-15 2020-04-07 Facebook, Inc. Vital author snippets on online social networks
US10769222B2 (en) 2017-03-20 2020-09-08 Facebook, Inc. Search result ranking based on post classifiers on online social networks
US10796015B2 (en) 2017-03-29 2020-10-06 Mybitchbook, Inc. Method and system for anonymous user data storage and controlled data access
US11009886B2 (en) 2017-05-12 2021-05-18 Autonomy Squared Llc Robot pickup method
US11379861B2 (en) 2017-05-16 2022-07-05 Meta Platforms, Inc. Classifying post types on online social networks
US10248645B2 (en) 2017-05-30 2019-04-02 Facebook, Inc. Measuring phrase association on online social networks
US10268646B2 (en) 2017-06-06 2019-04-23 Facebook, Inc. Tensor-based deep relevance model for search on online social networks
US10643178B1 (en) 2017-06-16 2020-05-05 Coupa Software Incorporated Asynchronous real-time procurement system
US10489468B2 (en) 2017-08-22 2019-11-26 Facebook, Inc. Similarity search using progressive inner products and bounds
US10776437B2 (en) 2017-09-12 2020-09-15 Facebook, Inc. Time-window counters for search results on online social networks
US10678786B2 (en) 2017-10-09 2020-06-09 Facebook, Inc. Translating search queries on online social networks
US10810214B2 (en) 2017-11-22 2020-10-20 Facebook, Inc. Determining related query terms through query-post associations on online social networks
US10440144B2 (en) * 2017-11-29 2019-10-08 Microsoft Technology Licensing, Llc Near real time notifications distribution platform
US10963514B2 (en) 2017-11-30 2021-03-30 Facebook, Inc. Using related mentions to enhance link probability on online social networks
US10129705B1 (en) 2017-12-11 2018-11-13 Facebook, Inc. Location prediction using wireless signals on online social networks
US11604968B2 (en) 2017-12-11 2023-03-14 Meta Platforms, Inc. Prediction of next place visits on online social networks
US20190384861A1 (en) * 2018-06-15 2019-12-19 Linkedin Corporation Real-time graph traversals for network-based recommendations
JP7219981B2 (ja) * 2020-03-26 2023-02-09 株式会社グレート・ビーンズ マッチング支援装置

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20020178163A1 (en) * 2000-06-22 2002-11-28 Yaron Mayer System and method for searching, finding and contacting dates on the internet in instant messaging networks and/or in other methods that enable immediate finding and creating immediate contact
WO2003030051A1 (en) * 2001-09-30 2003-04-10 Realcontacts Ltd Connection service
US20040249811A1 (en) * 2000-12-14 2004-12-09 Shostack Ronald N. Web based dating service with filter for filtering potential friends/mates using physical and/or personality attractiveness criteria
US20040260781A1 (en) * 2000-12-14 2004-12-23 Shostack Ronald N. Web based dating service with weighted interests matching

Family Cites Families (54)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5758257A (en) * 1994-11-29 1998-05-26 Herz; Frederick System and method for scheduling broadcast of and access to video programs and other data using customer profiles
US6112186A (en) * 1995-06-30 2000-08-29 Microsoft Corporation Distributed system for facilitating exchange of user information and opinion using automated collaborative filtering
US6175831B1 (en) 1997-01-17 2001-01-16 Six Degrees, Inc. Method and apparatus for constructing a networking database and system
US5950200A (en) 1997-01-24 1999-09-07 Gil S. Sudai Method and apparatus for detection of reciprocal interests or feelings and subsequent notification
US5978768A (en) 1997-05-08 1999-11-02 Mcgovern; Robert J. Computerized job search system and method for posting and searching job openings via a computer network
US6052122A (en) 1997-06-13 2000-04-18 Tele-Publishing, Inc. Method and apparatus for matching registered profiles
US6073105A (en) 1997-06-13 2000-06-06 Tele-Publishing, Inc. Interactive personals online network method and apparatus
US5963951A (en) 1997-06-30 1999-10-05 Movo Media, Inc. Computerized on-line dating service for searching and matching people
US6061681A (en) 1997-06-30 2000-05-09 Movo Media, Inc. On-line dating service for locating and matching people based on user-selected search criteria
US6269369B1 (en) 1997-11-02 2001-07-31 Amazon.Com Holdings, Inc. Networked personal contact manager
NL1009376C1 (nl) 1998-06-11 1998-07-06 Boardwalk Ag Datasysteem voor het verschaffen van relatiepatronen tussen personen.
CA2334880A1 (en) 1998-06-11 1999-12-16 Boardwalk Ltd. System, method, and computer program product for providing relational patterns between entities
US6150937A (en) * 1998-06-29 2000-11-21 Rackman; Michael I. Personal contact "ice breaker"
US6366962B1 (en) 1998-12-18 2002-04-02 Intel Corporation Method and apparatus for a buddy list
US6389372B1 (en) * 1999-06-29 2002-05-14 Xerox Corporation System and method for bootstrapping a collaborative filtering system
US8108245B1 (en) 1999-09-17 2012-01-31 Cox Communications, Inc. Method and system for web user profiling and selective content delivery
US6839680B1 (en) * 1999-09-30 2005-01-04 Fujitsu Limited Internet profiling
US6408309B1 (en) 2000-02-23 2002-06-18 Dinesh Agarwal Method and system for creating an interactive virtual community of famous people
WO2001069384A2 (en) 2000-03-14 2001-09-20 Buzzpad, Inc. Method and apparatus for forming linked multi-user groups of shared software applications
DE20008968U1 (de) 2000-05-18 2000-07-27 Mannesmann Vdo Ag Gehäuse für ein Eingabeaggregat
US6542748B2 (en) 2000-06-10 2003-04-01 Telcontar Method and system for automatically initiating a telecommunications connection based on distance
US6539232B2 (en) 2000-06-10 2003-03-25 Telcontar Method and system for connecting mobile users based on degree of separation
US8396859B2 (en) * 2000-06-26 2013-03-12 Oracle International Corporation Subject matter context search engine
US6735568B1 (en) 2000-08-10 2004-05-11 Eharmony.Com Method and system for identifying people who are likely to have a successful relationship
US6907465B1 (en) * 2000-09-22 2005-06-14 Daniel E. Tsai Electronic commerce using personal preferences
US7212985B2 (en) * 2000-10-10 2007-05-01 Intragroup, Inc. Automated system and method for managing a process for the shopping and selection of human entities
US20060247973A1 (en) * 2000-11-14 2006-11-02 Mueller Raymond J Method and apparatus for dynamic rule and/or offer generation
US20020160339A1 (en) * 2001-02-16 2002-10-31 Walter King Matchmaking search system
AU2002257128A1 (en) * 2001-04-11 2002-10-28 International Business Machines Corporation Simplifying and manipulating k-partite graphs
US7010599B2 (en) 2001-05-21 2006-03-07 Sridhar Shrinivasan System using access information set by a user to allow another user to access updated portion of contact and personal information of the user
AU2002321871A1 (en) 2001-08-01 2003-02-17 Harmony Software, Inc. Method and apparatus for processing a query to a multi-dimensional data structure
JP3675750B2 (ja) * 2001-09-27 2005-07-27 株式会社ドワンゴ ネットワークゲーム情報管理システム、ネットワークゲーム情報処理装置、ネットワークゲーム情報管理方法、および、プログラム
US7487104B2 (en) * 2001-10-08 2009-02-03 David Sciuk Automated system and method for managing a process for the shopping and selection of human entities
US20030078976A1 (en) * 2001-10-18 2003-04-24 Gordon Andrew Scott Method and apparatus for facilitating romance and/or sexual relations
MXPA04006390A (es) 2001-12-28 2005-06-08 James Jonas Jeffrey Creacion de depositos de datos en tiempo real.
US7167910B2 (en) 2002-02-20 2007-01-23 Microsoft Corporation Social mapping of contacts from computer communication information
US20040034601A1 (en) 2002-08-16 2004-02-19 Erwin Kreuzer System and method for content distribution and reselling
US7249123B2 (en) 2002-10-31 2007-07-24 International Business Machines Corporation System and method for building social networks based on activity around shared virtual objects
US20040144301A1 (en) 2003-01-24 2004-07-29 Neudeck Philip G. Method for growth of bulk crystals by vapor phase epitaxy
US7472110B2 (en) 2003-01-29 2008-12-30 Microsoft Corporation System and method for employing social networks for information discovery
US7885963B2 (en) * 2003-03-24 2011-02-08 Microsoft Corporation Free text and attribute searching of electronic program guide (EPG) data
US20040210639A1 (en) 2003-03-26 2004-10-21 Roy Ben-Yoseph Identifying and using identities deemed to be known to a user
US20040215648A1 (en) 2003-04-08 2004-10-28 The Corporate Library System, method and computer program product for identifying and displaying inter-relationships between corporate directors and boards
US7653693B2 (en) 2003-09-05 2010-01-26 Aol Llc Method and system for capturing instant messages
US7454078B2 (en) * 2003-07-22 2008-11-18 Warner Bros. Entertainment Inc. Method and apparatus for flicker removal from an image sequence
US7181498B2 (en) 2003-10-31 2007-02-20 Yahoo! Inc. Community-based green list for antispam
US7155738B2 (en) 2003-11-04 2006-12-26 Yahoo! Inc. System and method for managing a trusted email datastore
US8010459B2 (en) * 2004-01-21 2011-08-30 Google Inc. Methods and systems for rating associated members in a social network
US7707122B2 (en) 2004-01-29 2010-04-27 Yahoo ! Inc. System and method of information filtering using measures of affinity of a relationship
US7016307B2 (en) * 2004-03-11 2006-03-21 Yahoo! Inc. Method and system for finding related nodes in a social network
US8788492B2 (en) * 2004-03-15 2014-07-22 Yahoo!, Inc. Search system and methods with integration of user annotations from a trust network
US20060059159A1 (en) * 2004-09-15 2006-03-16 Vu Hao Thi Truong Online dating service providing response status tracking for a service subscriber
US20100082480A1 (en) 2008-09-30 2010-04-01 Jason Alexander Korosec Payments with virtual value
US7451161B2 (en) 2005-04-28 2008-11-11 Friendster, Inc. Compatibility scoring of users in a social network

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20020178163A1 (en) * 2000-06-22 2002-11-28 Yaron Mayer System and method for searching, finding and contacting dates on the internet in instant messaging networks and/or in other methods that enable immediate finding and creating immediate contact
US20040249811A1 (en) * 2000-12-14 2004-12-09 Shostack Ronald N. Web based dating service with filter for filtering potential friends/mates using physical and/or personality attractiveness criteria
US20040260781A1 (en) * 2000-12-14 2004-12-23 Shostack Ronald N. Web based dating service with weighted interests matching
WO2003030051A1 (en) * 2001-09-30 2003-04-10 Realcontacts Ltd Connection service
US20040215793A1 (en) * 2001-09-30 2004-10-28 Ryan Grant James Personal contact network

Also Published As

Publication number Publication date
JP4906846B2 (ja) 2012-03-28
WO2006116543A2 (en) 2006-11-02
US9600583B2 (en) 2017-03-21
US8150778B2 (en) 2012-04-03
CN101496003B (zh) 2015-06-03
SG163504A1 (en) 2010-08-30
US8571998B2 (en) 2013-10-29
US20120102027A1 (en) 2012-04-26
EP1875452A4 (en) 2010-03-31
US20140258287A1 (en) 2014-09-11
WO2006116543A3 (en) 2009-04-16
US7451161B2 (en) 2008-11-11
US20060247940A1 (en) 2006-11-02
EP1875452A2 (en) 2008-01-09
US20190340208A1 (en) 2019-11-07
CN104835072B (zh) 2020-11-20
KR20080027237A (ko) 2008-03-26
US11487831B2 (en) 2022-11-01
US20140019470A1 (en) 2014-01-16
JP2008539528A (ja) 2008-11-13
US10402459B2 (en) 2019-09-03
KR101009830B1 (ko) 2011-01-19
US20090024548A1 (en) 2009-01-22
US8775324B2 (en) 2014-07-08
US20120185539A1 (en) 2012-07-19
CN101496003A (zh) 2009-07-29

Similar Documents

Publication Publication Date Title
CN101496003B (zh) 社交网络中用户的兼容性评分
US11847612B2 (en) Social media profiling for one or more authors using one or more social media platforms
US11593894B2 (en) Interest recommendation method, computer device, and storage medium
US11868409B2 (en) Social network searching with breadcrumbs
US20100185580A1 (en) Compatibility scoring of users in a social network
US9449282B2 (en) System for determining and optimizing for relevance in match-making systems
JP5731250B2 (ja) 情報ストリーム中の興味深いコンテンツを推奨するためのシステムおよび方法
CN107145545B (zh) 一种基于位置的社交网络中Top-k区域用户文本数据推荐方法
US20150032492A1 (en) Methods of Identifying Relevant Content and Subject Matter Expertise for Online Communities
CN102955781B (zh) 一种人物搜索方法及装置
US20150032751A1 (en) Methods and Systems for Utilizing Subject Matter Experts in an Online Community
US10437894B2 (en) Method and system for app search engine leveraging user reviews
US20120221544A1 (en) Method, apparatus, and system for mobile search
US20190251422A1 (en) Deep neural network architecture for search
US10409818B1 (en) Populating streams of content
CN106921795B (zh) 一种联系人数据管理方法及其系统
US10067986B1 (en) Discovering entity information
CN107153687B (zh) 一种社交网络文本数据的索引方法
US11748391B1 (en) Population of online forms based on semantic and context search

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
EXSB Decision made by sipo to initiate substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant
CP01 Change in the name or title of a patent holder
CP01 Change in the name or title of a patent holder

Address after: California, USA

Patentee after: Yuan platform Co.

Address before: California, USA

Patentee before: FACEBOOK, Inc.