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Joseph A. Konstan
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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
132602001
Evaluating collaborative filtering recommender systems
JL Herlocker, JA Konstan, LG Terveen, JT Riedl
ACM Transactions on Information Systems (TOIS) 22 (1), 5-53, 2004
82682004
The movielens datasets: History and context
FM Harper, JA Konstan
Acm transactions on interactive intelligent systems (tiis) 5 (4), 1-19, 2015
58802015
An algorithmic framework for performing collaborative filtering
JL Herlocker, JA Konstan, A Borchers, J Riedl
Proceedings of the 22nd annual international ACM SIGIR conference on …, 1999
44971999
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
39821997
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
31122000
E-commerce recommendation applications
JB Schafer, JA Konstan, J Riedl
Data mining and knowledge discovery 5, 115-153, 2001
29572001
Recommender systems in e-commerce
JB Schafer, J Konstan, J Riedl
Proceedings of the 1st ACM conference on Electronic commerce, 158-166, 1999
29091999
Explaining collaborative filtering recommendations
JL Herlocker, JA Konstan, J Riedl
Proceedings of the 2000 ACM conference on Computer supported cooperative …, 2000
26952000
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
25822005
Application of dimensionality reduction in recommender system-a case study
B Sarwar, G Karypis, J Konstan, JT Riedl
24602000
Collaborative filtering recommender systems
MD Ekstrand, JT Riedl, JA Konstan
Foundations and Trends® in Human–Computer Interaction 4 (2), 81-173, 2011
17502011
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
15802006
Combining collaborative filtering with personal agents for better recommendations
N Good, JB Schafer, JA Konstan, A Borchers, B Sarwar, J Herlocker, ...
Aaai/iaai 439 (10.5555), 315149-315352, 1999
13921999
Recommender systems: from algorithms to user experience
JA Konstan, J Riedl
User modeling and user-adapted interaction 22, 101-123, 2012
10922012
An empirical analysis of design choices in neighborhood-based collaborative filtering algorithms
J Herlocker, JA Konstan, J Riedl
Information retrieval 5, 287-310, 2002
10202002
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
9342002
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
8742002
On the need for attention-aware systems: Measuring effects of interruption on task performance, error rate, and affective state
BP Bailey, JA Konstan
Computers in human behavior 22 (4), 685-708, 2006
8572006
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
8492003
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