发明名称 SYSTEMS, METHODS, AND COMPUTER PROGRAM PRODUCTS FOR EXPEDITING EXPERTISE
摘要 A system includes a user model module that generates a plurality of topic-specific user knowledge models for each user of a plurality of users, each topic-specific user knowledge model representing a level of knowledge possessed by a respective user on a single topic from a set of globally defined topics shared among the plurality of users, a expertise model building module that generates a plurality of topic-specific expert knowledge models, each topic-specific expert knowledge model representing an aggregate level of knowledge possessed by a plurality of expert users on a single topic from a set of globally defined topics shared among the plurality of users, and a processor of a computer that executes instructions for comparing the topic-specific user knowledge model of the first user with the topic-specific expert knowledge model for a respective topic to determine a distance between a user knowledge level and an aggregate expert knowledge level for the topic.
申请公布号 US2016162792(A1) 申请公布日期 2016.06.09
申请号 US201615019595 申请日期 2016.02.09
申请人 international Business Machines Corporation 发明人 Lu Jie;Boston Jeffrey S.;Coden Anni R.;Lai Jennifer;Pan Shimei;Topkara Mercan;Wen Zhen;Wood Stephen P.
分类号 G06N5/04 主分类号 G06N5/04
代理机构 代理人
主权项 1. A system, comprising: a user model module that generates a plurality of topic-specific user knowledge models for each user of a plurality of users, each topic-specific user knowledge model representing a level of knowledge possessed by a respective user on a single topic from a set of globally defined topics shared among the plurality of users; a expertise model building module that generates a plurality of topic-specific expert knowledge models, each topic-specific expert knowledge model representing an aggregate level of knowledge possessed by a plurality of expert users on a single topic from a set of globally defined topics shared among the plurality of users; and a processor of a computer that executes instructions for: comparing the topic-specific user knowledge model of the first user with the topic-specific expert knowledge model for a respective topic to deter mine a distance between a user knowledge level and an aggregate expert knowledge level for the topic, the comparing being performed by the processor on the computer; andrecommending an activity including at least one of reading, writing, downloading, watching, and commenting of a content item relevant to the topic to the first user based on said comparing.
地址 Armonk NY US