Yehuda Koren

31.9k citations

69 papers · 18.2k indexed · 8 hit papers · h-index 38

Impact in

Computational Mathematics top 0.2%
Information Systems top 0.01%
- Recommender Systems and Techniques

Papers in

Computer Graphics and Computer-Aided Design 11
- Computer Graphics and Visualization Techniques 8
Information Systems 37
- Recommender Systems and Techniques 30

Co-authors: Chris Volinsky Robert Bell Yifan Hu Robert M. Bell Roberto Turrin Paolo Cremonesi David Harel Gideon Dror
Journals: IEEE Transactions on Visualization and Computer Graphics (5 papers)Journal of Graph Algorithms and Applications (3 papers)ACM Transactions on Knowledge Discovery from Data (2 papers)Israel Affairs (1 paper)Multiscale Modeling and Simulation (1 paper)
Partner nations: United States Israel United Kingdom

In The Last Decade

Yehuda Koren

65 papers receiving 17.3k citations

Hit Papers

8 papers align trajectories log scale

Collaborative filtering with temporal dynamics 2010 · 546 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2010 Communications of the ACM
2010 Virtual Community of Pathological Anatomy (University of Castilla La Mancha)
2010 ACM Transactions on Knowledge Discovery from Data
2009 Computer
2009 Collaborative filtering with temporal dynamics
2008 Factorization meets the neighborhood
2008 Collaborative Filtering for Implicit Feedback Datasets
2007 ACM SIGKDD Explorations Newsletter

Peers

Countries citing papers authored by Yehuda Koren

Since Specialization

Citations

This map shows the geographic impact of Yehuda Koren'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 Yehuda Koren with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Yehuda Koren more than expected).

Fields of papers citing papers by Yehuda Koren

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Yehuda Koren. 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 Yehuda Koren. The network helps show where Yehuda Koren may publish in the future.

Co-authors

The 25 scholars most cited alongside Yehuda Koren, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Yehuda Koren Line = papers co-authored together Yehuda Koren links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

#	Work
1	The Yahoo! Music Dataset and KDD-Cup'11 Knowledge Discovery and Data Mining ·Gideon Dror, Noam Koenigstein, Yehuda Koren, Markus Weimer	2011	152
2	Automatically tagging email by leveraging other users' folders Yehuda Koren, Edo Liberty, Yoelle Maarek, Roman Sandler	2011	25
3	Adaptive bootstrapping of recommender systems using decision trees Nadav Golbandi, Yehuda Koren, Ronny Lempel	2011	97
4	Proceedings of the 1st International Workshop on Information Heterogeneity and Fusion in Recommender Systems Conference on Recommender Systems ·Peter Brusilovsky, Iván Cantador, Yehuda Koren, Tsvi Kuflik, Markus Weimer	2010	11
5	1 The BellKor Solution to the Netflix Grand Prize Yehuda Koren	2009	197
6	Matrix Factorization Techniques for Recommender Systems Computer ·Yehuda Koren, Robert Bell, Chris Volinsky Hit paper breakdown →	2009	7025
7	Collaborative Filtering for Implicit Feedback Datasets Yifan Hu, Yehuda Koren, Chris Volinsky Hit paper breakdown →	2008	1945
8	Factorization meets the neighborhood Knowledge Discovery and Data Mining ·Yehuda Koren	2008	9
9	Constrained graph layout by stress majorization and gradient projection Discrete Mathematics ·Tim Dwyer, Yehuda Koren, Kim Marriott	2008	12
10	Scalable Collaborative Filtering with Jointly Derived Neighborhood Interpolation Weights Robert M. Bell, Yehuda Koren	2007	306
11	IPSep-CoLa: An Incremental Procedure for Separation Constraint Layout of Graphs IEEE Transactions on Visualization and Computer Graphics ·Tim Dwyer, Yehuda Koren, Kim Marriott	2006	62
12	Drawing directed graphs using quadratic programming IEEE Transactions on Visualization and Computer Graphics ·Tim Dwyer, Yehuda Koren, Kim Marriott	2006	20
13	Measuring and extracting proximity in networks Yehuda Koren, Stephen C. North, Chris Volinsky	2006	83
14	MENGELE AND THE FAMILY OF DWARFS Yehuda Koren	2005	1
15	Topological Fisheye Views for Visualizing Large Graphs IEEE Transactions on Visualization and Computer Graphics ·Emden R. Gansner, Yehuda Koren, Stephen C. North	2005	93
16	Drawing graphs by eigenvectors: theory and practice Computers & Mathematics with Applications ·Yehuda Koren	2005	71
17	One-dimensional layout optimization, with applications to graph drawing by axis separation Computational Geometry ·Yehuda Koren, David Harel	2005	5
18	Topological Fisheye Views for Visualizing Large Graphs Emden R. Gansner, Yehuda Koren, Stephen C. North	2004	16
19	Combining hierarchy and energy for drawing directed graphs IEEE Transactions on Visualization and Computer Graphics ·Liran Carmel, David Harel, Yehuda Koren	2004	23
20	Robust linear dimensionality reduction IEEE Transactions on Visualization and Computer Graphics ·Yehuda Koren, Liran Carmel	2004	106

About Yehuda Koren

Yehuda Koren is a scholar working on Computer Graphics and Computer-Aided Design, Information Systems, Computer Vision and Pattern Recognition, Signal Processing and Marketing, having authored 69 papers that have together received 18.2k indexed citations. Recurring topics across this work include Recommender Systems and Techniques (30 papers), Data Visualization and Analytics (21 papers), Topological and Geometric Data Analysis (13 papers), Data Management and Algorithms (11 papers), Advanced Bandit Algorithms Research (9 papers), Consumer Market Behavior and Pricing (8 papers), Computer Graphics and Visualization Techniques (8 papers) and Complex Network Analysis Techniques (7 papers). The work is most often cited by research in Computational Mathematics (387 citations), Information Systems (13.7k citations), Artificial Intelligence (8.6k citations), Computer Vision and Pattern Recognition (5.3k citations) and Management Science and Operations Research (3.2k citations). Yehuda Koren has collaborated with scholars based in United States, Israel and United Kingdom. Frequent co-authors include Chris Volinsky, Robert Bell, Yifan Hu, Robert M. Bell, Roberto Turrin, Paolo Cremonesi, David Harel, Gideon Dror, Liran Carmel and Noam Koenigstein. Their work appears in journals such as IEEE Transactions on Visualization and Computer Graphics, Journal of Graph Algorithms and Applications, ACM Transactions on Knowledge Discovery from Data, Israel Affairs and Multiscale Modeling and Simulation.

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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