Implicit Feedback for Recommender Systems 论文

1998Scholar Commons (University of South Carolina)引用 355
Recommender Systems and TechniquesAdvanced Bandit Algorithms ResearchInformation Retrieval and Search Behavior

详细信息

发表期刊/会议
Scholar Commons (University of South Carolina)
发表日期
1998-01-01
发表年份
1998

关键词

Recommender Systems and TechniquesAdvanced Bandit Algorithms ResearchInformation Retrieval and Search Behavior

摘要

Can implicit feedback substitute for explicit ratings in re-commender systems? If so, we could avoid the difficulties associated with gathering explicit ratings from users. How, then, can we capture useful information unobtrusively, and how might we use that information to make recommenda-tions? In this paper we identify three types of implicit feedback and suggest two strategies for using implicit feed-back to make recommendations.