发明名称 |
METHOD, COMPUTER PROGRAM, AND COMPUTER FOR CLASSIFYING USERS OF SOCIAL MEDIA |
摘要 |
A computer system and method to classify a plurality of users in a plurality of clusters in social media associating a text profile and text content with each user. The method comprises: generating a content feature vector for each of a portion of users on the basis of content associated with the portion of users; generating mapping the plurality of clusters, and the plurality of clusters and the portion of users, on the basis of the content feature vectors; generating a first profile feature vector for each of the plurality of clusters on the basis of the profiles associated with the portion of users mapped to each cluster; and classifying each of the other users excluding the portion of users in a plurality of clusters on the basis of the profiles associated with the other users and the first profile feature vectors. |
申请公布号 |
US2016063098(A1) |
申请公布日期 |
2016.03.03 |
申请号 |
US201414775626 |
申请日期 |
2014.03.05 |
申请人 |
INTERNATIONAL BUSINESS MACHINES CORPORATION |
发明人 |
Kawanaka Risa;Yoshida Issei |
分类号 |
G06F17/30 |
主分类号 |
G06F17/30 |
代理机构 |
|
代理人 |
|
主权项 |
1. A method using a computer to classify a plurality of users in a plurality of clusters in social media associating a text profile and text content with each user, the method comprising the steps of:
generating a content feature vector for each of a portion of users on the basis of content associated with the portion of users; generating mapping the plurality of clusters, and the plurality of clusters and the portion of users, on the basis of the content feature vectors; generating a first profile feature vector for each of the plurality of clusters on the basis of the profiles associated with the portion of users mapped to each cluster; and classifying each of the other users excluding the portion of users in a plurality of clusters on the basis of the profiles associated with the other users and the first profile feature vectors. |
地址 |
Armonk NY US |