Expertise Recommender: A Flexible Recommendation System and Architecture
|Title||Expertise Recommender: A Flexible Recommendation System and Architecture|
|Publication Type||Conference Paper|
|Year of Publication||2000|
|Authors||McDonald, DW, Ackerman, MS|
|Conference Name||Proceedings of the 2000 ACM Conference on Computer Supported Cooperative Work (CSCW'00)|
|Keywords||collaborative filtering, expert locators, expertise finding, expertise location, expertise sharing, information seeking, recommendation systems, software architecture|
Locating the expertise necessary to solve difficult problems is a nuanced social and collaborative problem. In organizations, some people assist others in locating expertise by making referrals. People who make referrals fill key organizational roles that have been identified by CSCW and affiliated research. Expertise locating systems are not designed to replace people who fill these key organizational roles. Instead, expertise locating systems attempt to decrease workload and support people who have no other options. Recommendation systems are collaborative software that can be applied to expertise locating. This work describes a general recommendation architecture that is grounded in a field study of expertise locating. Our expertise recommendation system details the work necessary to fit expertise recommendation to a work setting. The architecture and implementation begin to tease apart the technical aspects of providing good recommendations from social and collaborative concerns.