Representation Online Matters: Practical End-to-End Diversification in Search and Recommender Systems

A mathematical theory of communication

Claude E Shannon. 1948 · 1948

Earlier work this paper cites.

Multidimensional Binary Search Trees Used for Associative Searching

Jon Louis Bentley. 1975 · 1975

Earlier work this paper cites.

The coincidence approach to stochastic point processes

Odile Macchi. 1975 · 1975

Earlier work this paper cites.

Data Structures and Algorithms for Nearest Neighbor Search in General Metric Spaces. In Proceedings of the Fourth Annual ACM-SIAM Symposium on Discrete Algorithms (Austin, Texas, USA) (SODA ’93) . Society for Industrial and Applied Mathematics, USA, 311–321

Peter N. Yianilos. 1993 · 1993

Earlier work this paper cites.

Locality-Preserving Hashing in Multidimensional Spaces. In Proceedings of the Twenty-Ninth Annual ACM Symposium on Theory of Computing (El Paso, Texas, USA) (STOC ’97) . Association for Computing Machinery, New York, NY, USA, 618–625

Piotr Indyk, Rajeev Motwani, Prabhakar Raghavan, and Santosh Vempala. 1997 · 1997

Earlier work this paper cites.

The Use of MMR, Diversity-Based Reranking for Reordering Documents and Producing Summaries. In Proceedings of the 21st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (Melbourne, Australia) (SIGIR ’98) . Association for Computing Machinery, New York, NY, USA, 335–336

Jaime Carbonell and Jade Goldstein. 1998 · 1998

Earlier work this paper cites.

Improving Diversity in Ranking using Absorbing Random Walks. In Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics; Proceedings of the Main Conference . Association for Computational Linguistics, Rochester, New York, 97–104

Original

Xiaojin Zhu, Andrew Goldberg, Jurgen Van Gael, and David Andrzejewski. 2007 · 2007

Earlier work this paper cites.

Novelty and Diversity in Information Retrieval Evaluation. In Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (Singapore, Singapore) (SIGIR ’08) . Association for Computing Machinery, New York, NY, USA, 659–666

Charles L.A. Clarke, Maheedhar Kolla, Gordon V. Cormack, Olga Vechtomova, Azin Ashkan, Stefan Büttcher, and Ian MacKinnon. 2008 · 2008

Earlier work this paper cites.

An Experimental Comparison of Click Position-Bias Models. In Proceedings of the 2008 International Conference on Web Search and Data Mining (Palo Alto, California, USA) (WSDM ’08) . Association for Computing Machinery, New York, NY, USA, 87–94

Nick Craswell, Onno Zoeter, Michael Taylor, and Bill Ramsey. 2008 · 2008

Earlier work this paper cites.

Learning Diverse Rankings with Multi-Armed Bandits. In Proceedings of the 25th International Conference on Machine Learning (Helsinki, Finland) (ICML ’08) . Association for Computing Machinery, New York, NY, USA, 784–791

Filip Radlinski, Robert Kleinberg, and Thorsten Joachims. 2008 · 2008

Earlier work this paper cites.

Diversifying Search Results. In Proceedings of the Second ACM International Conference on Web Search and Data Mining (Barcelona, Spain) (WSDM ’09) . Association for Computing Machinery, New York, NY, USA, 5–14

Rakesh Agrawal, Sreenivas Gollapudi, Alan Halverson, and Samuel Ieong. 2009 · 2009

Earlier work this paper cites.

An Analysis of NP-Completeness in Novelty and Diversity Ranking. In Proceedings of the 2nd International Conference on Theory of Information Retrieval: Advances in Information Retrieval Theory (Cambridge, UK) (ICTIR ’09) . Springer-Verlag, Berlin, Heidelberg, 200–211

Ben Carterette. 2009 · 2009

Earlier work this paper cites.

Matrix Factorization Techniques for Recommender Systems

Yehuda Koren, Robert Bell, and Chris Volinsky. 2009 · 2009

Earlier work this paper cites.

Redundancy, Diversity and Interdependent Document Relevance

Filip Radlinski, Paul N. Bennett, Ben Carterette, and Thorsten Joachims. 2009 · 2009

Cited alongside, same era.

SCENE: A Scalable Two-Stage Personalized News Recommendation System. In Proceedings of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval (Beijing, China) (SIGIR ’11) . Association for Computing Machinery, New York, NY, USA, 125–134

Lei Li, Dingding Wang, Tao Li, Daniel Knox, and Balaji Padmanabhan. 2011 · 2011

Cited alongside, same era.

Near-Optimal MAP Inference for Determinantal Point Processes. In Proceedings of the 25th International Conference on Neural Information Processing Systems - Volume 2 (Lake Tahoe, Nevada) (NIPS’12) . Curran Associates Inc., Red Hook, NY, USA, 2735–2743

Jennifer Gillenwater, Alex Kulesza, and Ben Taskar. 2012 · 2012

Cited alongside, same era.

Determinantal Point Processes for Machine Learning

Alex Kulesza and Ben Taskar. 2012 · 2012

Cited alongside, same era.

Efficient and Robust Approximate Nearest Neighbor Search Using Hierarchical Navigable Small World Graphs

Yu A. Malkov and D. A. Yashunin. 2020 · 2018

Later among the works it cites.

Practical Diversified Recommendations on YouTube with Determinantal Point Processes. In Proceedings of the 27th ACM International Conference on Information and Knowledge Management (Torino, Italy) (CIKM ’18) . Association for Computing Machinery, New York, NY, USA, 2165–2173

Mark Wilhelm, Ajith Ramanathan, Alexander Bonomo, Sagar Jain, Ed H. Chi, and Jennifer Gillenwater. 2018 · 2018

Later among the works it cites.

Graph Convolutional Neural Networks for Web-Scale Recommender Systems. In Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (London, United Kingdom) (KDD ’18) . Association for Computing Machinery, New York, NY, USA, 974–983

Rex Ying, Ruining He, Kaifeng Chen, Pong Eksombatchai, William L. Hamilton, and Jure Leskovec. 2018 · 2018

Later among the works it cites.

Fairness-Aware Ranking in Search & Recommendation Systems with Application to LinkedIn Talent Search. In Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (Anchorage, AK, USA) (KDD ’19) . Association for Computing Machinery, New York, NY, USA, 2221–2231