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 |
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代理人 |
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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 |