Joseph A. Konstan

318 total papers · 53.7k total citations
208 papers, 31.3k citations indexed

About

Joseph A. Konstan is a scholar working on Information Systems, Artificial Intelligence and Sociology and Political Science. According to data from OpenAlex, Joseph A. Konstan has authored 208 papers receiving a total of 31.3k indexed citations (citations by other indexed papers that have themselves been cited), including 98 papers in Information Systems, 46 papers in Artificial Intelligence and 44 papers in Sociology and Political Science. Recurrent topics in Joseph A. Konstan's work include Recommender Systems and Techniques (76 papers), Advanced Bandit Algorithms Research (31 papers) and Multimedia Communication and Technology (17 papers). Joseph A. Konstan is often cited by papers focused on Recommender Systems and Techniques (76 papers), Advanced Bandit Algorithms Research (31 papers) and Multimedia Communication and Technology (17 papers). Joseph A. Konstan collaborates with scholars based in United States, Netherlands and United Kingdom. Joseph A. Konstan's co-authors include John Riedl, Jonathan L. Herlocker, Badrul Sarwar, George Karypis, F. Maxwell Harper, Loren Terveen, J. Ben Schafer, Sean M. McNee, Al Borchers and Brad Miller and has published in prestigious journals such as American Economic Review, Communications of the ACM and Computers in Human Behavior.

In The Last Decade

Joseph A. Konstan

199 papers receiving 28.9k citations

Hit Papers

Item-based collaborative ... 1997 2026 2006 2016 2001 2004 2015 1997 1999 1000 2.0k 3.0k 4.0k 5.0k
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation benchmark for papers published in the same subfield and year, or reaches the top citation threshold in at least one of its specific research topics.

  1. Item-based collaborative filtering recommendation algorithms
    2001 5.7k citations Badrul Sarwar, George Karypis et al. profile →
  2. Evaluating collaborative filtering recommender systems
    2004 3.7k citations Jonathan L. Herlocker, Joseph A. Konstan et al. ACM Transactions on Information Systems profile →
  3. The MovieLens Datasets
    2015 2.0k citations F. Maxwell Harper, Joseph A. Konstan ACM Transactions on Interactive Intelligent Systems profile →
  4. GroupLens
    1997 1.5k citations Joseph A. Konstan, Brad Miller et al. Communications of the ACM profile →
  5. An algorithmic framework for performing collaborative filtering
    1999 1.3k citations Jonathan L. Herlocker, Joseph A. Konstan et al. profile →
  6. Improving recommendation lists through topic diversification
    2005 1.2k citations Cai-Nicolas Ziegler, Sean M. McNee et al. profile →
  7. Analysis of recommendation algorithms for e-commerce
    2000 1.1k citations Badrul Sarwar, George Karypis et al. profile →
  8. Explaining collaborative filtering recommendations
    2000 1.1k citations Jonathan L. Herlocker, Joseph A. Konstan et al. profile →
  9. Recommender systems in e-commerce
    1999 1.0k citations J. Ben Schafer, Joseph A. Konstan et al. profile →
  10. E-Commerce Recommendation Applications
    2001 979 citations J. Ben Schafer, Joseph A. Konstan et al. Data Mining and Knowledge Discovery profile →
  11. Being accurate is not enough
    2006 644 citations Sean M. McNee, John Riedl et al. profile →
  12. Building Successful Online Communities: Evidence-Based Social Design
    2012 458 citations Robert E. Kraut, Paul Resnick et al. Medical Entomology and Zoology profile →
  13. Recommender systems: from algorithms to user experience
    2012 449 citations Joseph A. Konstan, John Riedl User Modeling and User-Adapted Interaction profile →
  14. An Empirical Analysis of Design Choices in Neighborhood-Based Collaborative Filtering Algorithms
    2002 432 citations Jon Herlocker, Joseph A. Konstan et al. Information Retrieval profile →
  15. An Algorithmic Framework for Performing Collaborative Filtering
    2017 367 citations Jonathan L. Herlocker, Joseph A. Konstan et al. ACM SIGIR Forum profile →
  16. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
    2012 354 citations Joseph A. Konstan, Ed H. et al. Human Factors in Computing Systems profile →
  17. Exploring the filter bubble
    2014 250 citations Tien Thanh Nguyen, Pik-Mai Hui et al. profile →

Author Peers

Peers are selected by citation overlap in the author's most active subfields. citations · hero ref

Author Last Decade Papers Cites
Joseph A. Konstan 22.4k 10.6k 7.3k 5.0k 4.5k 208 31.3k
John Riedl 22.7k 1.0× 10.3k 1.0× 7.0k 1.0× 4.5k 0.9× 4.1k 0.9× 161 30.1k
Yehuda Koren 13.6k 0.6× 8.6k 0.8× 5.3k 0.7× 1.3k 0.3× 3.2k 0.7× 69 18.2k
Susan Dumais 13.0k 0.6× 18.7k 1.8× 5.4k 0.7× 1.8k 0.4× 1.6k 0.4× 236 35.6k
Rakesh Agrawal 25.2k 1.1× 21.9k 2.1× 3.1k 0.4× 1.9k 0.4× 1.7k 0.4× 116 40.6k
Jon Kleinberg 10.5k 0.5× 14.5k 1.4× 3.8k 0.5× 6.3k 1.2× 3.8k 0.8× 305 47.5k
Bing Liu 10.8k 0.5× 23.4k 2.2× 2.6k 0.4× 4.0k 0.8× 1.3k 0.3× 232 31.4k
Jure Leskovec 9.2k 0.4× 20.7k 1.9× 5.7k 0.8× 5.2k 1.0× 2.0k 0.4× 275 49.2k
Xing Xie 9.1k 0.4× 10.4k 1.0× 4.6k 0.6× 1.5k 0.3× 1.3k 0.3× 413 26.9k
Gediminas Adomavičius 8.9k 0.4× 3.9k 0.4× 3.1k 0.4× 1.9k 0.4× 2.1k 0.5× 132 12.4k
Thorsten Joachims 7.8k 0.4× 14.8k 1.4× 7.3k 1.0× 1.2k 0.2× 2.2k 0.5× 161 25.1k

Countries citing papers authored by Joseph A. Konstan

Since Specialization
Citations

This map shows the geographic impact of Joseph A. Konstan's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Joseph A. Konstan with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Joseph A. Konstan more than expected).

Fields of papers citing papers by Joseph A. Konstan

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Joseph A. Konstan. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Joseph A. Konstan. The network helps show where Joseph A. Konstan may publish in the future.

Co-authorship network of co-authors of Joseph A. Konstan

This figure shows the co-authorship network connecting the top 25 collaborators of Joseph A. Konstan. A scholar is included among the top collaborators of Joseph A. Konstan based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Joseph A. Konstan. Joseph A. Konstan is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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