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» An Effective Complete-Web Recommender System
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CHI
2010
ACM
14 years 5 months ago
Curator: a game with a purpose for collection recommendation
Collection recommender systems suggest groups of items that work well as a whole. The interaction effects between items is an important consideration, but the vast space of possib...
Greg Walsh, Jennifer Golbeck
WECWIS
2003
IEEE
128views ECommerce» more  WECWIS 2003»
14 years 4 months ago
PCFinder: An Intelligent Product Recommendation Agent for E-Commerce
There are many e-commerce applications on the web. A common shortcoming is the lack of customer service and marketing analysis tools in most ecommerce web sites. In order to overc...
Bin Xiao, Esma Aïmeur, José Manuel Fer...
ICDE
2009
IEEE
100views Database» more  ICDE 2009»
15 years 18 days ago
Recommendation Diversification Using Explanations
Abstract-- We introduce the novel notion of explanationbased diversification to address the well-known problem of overspecialization in item recommendations. Over-specialization in...
Cong Yu, Laks V. S. Lakshmanan, Sihem Amer-Yahia
CSCW
1998
ACM
14 years 3 months ago
Using Filtering Agents to Improve Prediction Quality in the GroupLens Research Collaborative Filtering System
Collaborative filtering systems help address information overload by using the opinions of users in a community to make personal recommendations for documents to each user. Many c...
Badrul M. Sarwar, Joseph A. Konstan, Al Borchers, ...
SIGMOD
2005
ACM
107views Database» more  SIGMOD 2005»
14 years 11 months ago
Goals and Benchmarks for Autonomic Configuration Recommenders
We are witnessing an explosive increase in the complexity of the information systems we rely upon. Autonomic systems address this challenge by continuously configuring and tuning ...
Mariano P. Consens, Denilson Barbosa, Adrian M. Te...