公开(公告)号：US20150193535A1

公开(公告)日：2015-07-09

申请号：US14149422

申请日：2014-01-07

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Andrey L. Balmin ,  Bin Bi ,  John Sismanis ,  Yuanyuan Tian

IPC: G06F17/30

CPC classification number: G06F17/30867 ,  G06F17/30696 ,  G06F17/30864 ,  G06F17/3089 ,  G06Q30/0201 ,  G06Q50/01

Abstract: A computer determines social media influencers in a specific topic. The computer receives a dataset of information on a website, the information including a list of users of the website and a list of content that each user posts, wherein each user is associated with one or more other users. The computer identifies a plurality of variables associated with the dataset, wherein the plurality of variables represent the information of the dataset on the website. The computer executes a topic specific search based on the plurality of variables, the topic search providing at least another list of users representing influencers in a specific topic.

Abstract translation: 一台电脑确定一个特定主题的社会媒体影响者。 计算机接收网站上的信息数据集，该信息包括网站的用户列表和每个用户发布的内容的列表，其中每个用户与一个或多个其他用户相关联。 计算机识别与数据集相关联的多个变量，其中多个变量表示网站上数据集的信息。 计算机基于多个变量执行主题特定搜索，主题搜索提供代表特定主题中的影响者的至少另一用户列表。

公开(公告)号：US09449096B2

公开(公告)日：2016-09-20

申请号：US14149422

申请日：2014-01-07

Applicant: International Business Machines Corporation

Inventor： Andrey L. Balmin ,  Bin Bi ,  John Sismanis ,  Yuanyuan Tian

IPC: G06F7/00 ,  G06F17/30

CPC classification number: G06F17/30867 ,  G06F17/30696 ,  G06F17/30864 ,  G06F17/3089 ,  G06Q30/0201 ,  G06Q50/01

Abstract: A computer determines social media influencers in a specific topic. The computer receives a dataset of information on a website, the information including a list of users of the website and a list of content that each user posts, wherein each user is associated with one or more other users. The computer identifies a plurality of variables associated with the dataset, wherein the plurality of variables represent the information of the dataset on the website. The computer executes a topic specific search based on the plurality of variables, the topic search providing at least another list of users representing influencers in a specific topic.

Abstract translation: 一台电脑确定一个特定主题的社会媒体影响者。 计算机接收网站上的信息数据集，该信息包括网站的用户列表和每个用户发布的内容的列表，其中每个用户与一个或多个其他用户相关联。 计算机识别与数据集相关联的多个变量，其中多个变量表示网站上数据集的信息。 计算机基于多个变量执行主题特定搜索，主题搜索提供代表特定主题中的影响者的至少另一用户列表。

公开(公告)号：US09864807B2

公开(公告)日：2018-01-09

申请号：US15186975

申请日：2016-06-20

Applicant: International Business Machines Corporation

Inventor： Andrey L. Balmin ,  Bin Bi ,  John Sismanis ,  Yuanyuan Tian

IPC: G06F7/00 ,  G06F17/30 ,  G06Q30/02 ,  G06Q50/00

CPC classification number: G06F17/30867 ,  G06F17/30696 ,  G06F17/30864 ,  G06F17/3089 ,  G06Q30/0201 ,  G06Q50/01

Abstract: A computer determines social media influencers in a specific topic by receiving a dataset of information associated with a website, the information including a first list of users of the website and a list of content that each user posts on the website, wherein each user is associated with other users from the first list of users. The computer determines initial values representing variables of the dataset of information on the website, wherein the variables include one or more topics for the list of content that each user from the first list of users posts on the website. The computer performs an iteration of Gibbs Sampling utilizing the initial values. The computer determines the one or more new values representing variables of the dataset represent a distribution of the one or more topics for the list of content that each user from the first list of users posts.

公开(公告)号：US20160306888A1

公开(公告)日：2016-10-20

申请号：US15186975

申请日：2016-06-20

Applicant: International Business Machines Corporation

Inventor： Andrey L. Balmin ,  Bin Bi ,  John Sismanis ,  Yuanyuan Tian

IPC: G06F17/30 ,  G06Q50/00 ,  G06Q30/02

CPC classification number: G06F17/30867 ,  G06F17/30696 ,  G06F17/30864 ,  G06F17/3089 ,  G06Q30/0201 ,  G06Q50/01

Abstract: A computer determines social media influencers in a specific topic by receiving a dataset of information associated with a website, the information including a first list of users of the website and a list of content that each user posts on the website, wherein each user is associated with other users from the first list of users. The computer determines initial values representing variables of the dataset of information on the website, wherein the variables include one or more topics for the list of content that each user from the first list of users posts on the website. The computer performs an iteration of Gibbs Sampling utilizing the initial values. The computer determines the one or more new values representing variables of the dataset represent a distribution of the one or more topics for the list of content that each user from the first list of users posts.

Abstract translation: 计算机通过接收与网站相关联的信息的数据集来确定特定主题中的社交媒体影响者，所述信息包括网站的用户的第一列表和每个用户在网站上张贴的内容的列表，其中每个用户被关联 与其他用户从第一个用户列表。 计算机确定表示网站上的信息数据集的变量的初始值，其中变量包括来自第一用户列表的每个用户在网站上发布的内容列表的一个或多个主题。 计算机利用初始值执行吉布斯抽样的迭代。 计算机确定表示数据集变量的一个或多个新值表示来自第一用户列表的每个用户的内容列表的一个或多个主题的分布。