Joseph A. Konstan
TitleCited byYear
Item-based collaborative filtering recommendation algorithms
B Sarwar, G Karypis, J Konstan, J Riedl
Proceedings of the 10th international conference on World Wide Web, 285-295, 2001
87572001
Evaluating collaborative filtering recommender systems
JL Herlocker, JA Konstan, LG Terveen, JT Riedl
ACM Transactions on Information Systems (TOIS) 22 (1), 5-53, 2004
61852004
An algorithmic framework for performing collaborative filtering
JL Herlocker, JA Konstan, A Borchers, J Riedl
ACM SIGIR Forum 51 (2), 227-234, 2017
36742017
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
33541997
Analysis of recommendation algorithms for e-commerce
B Sarwar, G Karypis, J Konstan, J Riedl
Proceedings of the 2nd ACM conference on Electronic commerce, 158-167, 2000
25762000
E-commerce recommendation applications
JB Schafer, JA Konstan, J Riedl
Data mining and knowledge discovery 5 (1-2), 115-153, 2001
23002001
Recommender systems in e-commerce
JB Schafer, J Konstan, J Riedl
Proceedings of the 1st ACM conference on Electronic commerce, 158-166, 1999
21401999
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
18902000
Explaining collaborative filtering recommendations
JL Herlocker, JA Konstan, J Riedl
Proceedings of the 2000 ACM conference on Computer supported cooperative …, 2000
17462000
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
16802005
The movielens datasets: History and context
FM Harper, JA Konstan
Acm transactions on interactive intelligent systems (tiis) 5 (4), 1-19, 2015
14732015
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
12091999
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
10122006
Collaborative filtering recommender systems
MD Ekstrand, JT Riedl, JA Konstan
Foundations and TrendsŪ in Human–Computer Interaction 4 (2), 81-173, 2011
9842011
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
7702002
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
7172003
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
6882002
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
Proceedings of the 1998 ACM conference on Computer supported cooperative …, 1998
6401998
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
6252002
PolyLens: a recommender system for groups of users
M O’connor, D Cosley, JA Konstan, J Riedl
ECSCW 2001, 199-218, 2001
6232001
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