Joseph A. Konstan
TitleCited byYear
Item-based collaborative filtering recommendation algorithms.
BM Sarwar, G Karypis, JA Konstan, J Riedl
Www 1, 285-295, 2001
85032001
Evaluating collaborative filtering recommender systems
JL Herlocker, JA Konstan, LG Terveen, JT Riedl
ACM Transactions on Information Systems (TOIS) 22 (1), 5-53, 2004
60542004
An algorithmic framework for performing collaborative filtering
JL Herlocker, JA Konstan, A Borchers, J Riedl
22nd Annual International ACM SIGIR Conference on Research and Development …, 1999
35691999
GroupLens: applying collaborative filtering to Usenet news
JA Konstan, BN Miller, D Maltz, JL Herlocker, LR Gordon, J Riedl
Communications of the ACM 40 (3), 77-87, 1997
33151997
Analysis of recommendation algorithms for e-commerce
B Sarwar, G Karypis, J Konstan, J Riedl
EC, 158-167, 2000
25342000
E-commerce recommendation applications
JB Schafer, JA Konstan, J Riedl
Data mining and knowledge discovery 5 (1-2), 115-153, 2001
22412001
Recommender systems in e-commerce
JB Schafer, J Konstan, J Riedl
Proceedings of the 1st ACM conference on Electronic commerce, 158-166, 1999
21091999
Application of dimensionality reduction in recommender system-a case study
B Sarwar, G Karypis, J Konstan, J Riedl
Minnesota Univ Minneapolis Dept of Computer Science, 2000
18532000
Explaining collaborative filtering recommendations
JL Herlocker, JA Konstan, J Riedl
Proceedings of the 2000 ACM conference on Computer supported cooperative …, 2000
16862000
Improving recommendation lists through topic diversification
CN Ziegler, SM McNee, JA Konstan, G Lausen
Proceedings of the 14th international conference on World Wide Web, 22-32, 2005
16162005
The movielens datasets: History and context
FM Harper, JA Konstan
Acm transactions on interactive intelligent systems (tiis) 5 (4), 19, 2016
12912016
Combining collaborative filtering with personal agents for better recommendations
N Good, JB Schafer, JA Konstan, A Borchers, B Sarwar, J Herlocker, ...
AAAI/IAAI 439, 1999
12071999
Being accurate is not enough: how accuracy metrics have hurt recommender systems
SM McNee, J Riedl, JA Konstan
CHI'06 extended abstracts on Human factors in computing systems, 1097-1101, 2006
9762006
Collaborative filtering recommender systems
MD Ekstrand, JT Riedl, JA Konstan
Foundations and TrendsŪ in Human–Computer Interaction 4 (2), 81-173, 2011
9202011
An empirical analysis of design choices in neighborhood-based collaborative filtering algorithms
J Herlocker, JA Konstan, J Riedl
Information retrieval 5 (4), 287-310, 2002
7552002
MovieLens unplugged: experiences with an occasionally connected recommender system
BN Miller, I Albert, SK Lam, JA Konstan, J Riedl
Proceedings of the 8th international conference on Intelligent user …, 2003
7012003
Getting to know you: learning new user preferences in recommender systems
AM Rashid, I Albert, D Cosley, SK Lam, SM McNee, JA Konstan, J Riedl
Proceedings of the 7th international conference on Intelligent user …, 2002
6782002
Using filtering agents to improve prediction quality in the grouplens research collaborative filtering system
BM Sarwar, JA Konstan, A Borchers, J Herlocker, B Miller, J Riedl
in the GroupLens Research Collaborative Filtering System???. Proceedings of …, 1998
6451998
PolyLens: a recommender system for groups of users
M O’connor, D Cosley, JA Konstan, J Riedl
ECSCW 2001, 199-218, 2001
6122001
Recommender systems for large-scale e-commerce: Scalable neighborhood formation using clustering
BM Sarwar, G Karypis, J Konstan, J Riedl
Proceedings of the fifth international conference on computer and …, 2002
6052002
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