2022

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Graph Technologies for User Modeling and Recommendation: Introduction to the Special Issue - Part 1
Xiangnan He | Zhaochun Ren | Emine Yilmaz | Marc Najork | Tat-Seng Chua
2022 Volume 40 Issue 2

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Introduction to the Special Section on Graph Technologies for User Modeling and Recommendation, Part 2
Xiangnan He | Zhaochun Ren | Emine Yilmaz | Marc Najork | Tat-Seng Chua
2022 Volume 40 Issue 3

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Search and Discovery in Personal Email Collections
Michael Bendersky | Xuanhui Wang | Marc Najork | Donald Metzler
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022

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Revisiting Two-tower Models for Unbiased Learning to Rank
Le Yan | Zhen Qin | Honglei Zhuang | Xuanhui Wang | Michael Bendersky | Marc Najork
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

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On Optimizing Top-K Metrics for Neural Ranking Models
Rolf Jagerman | Zhen Qin | Xuanhui Wang | Michael Bendersky | Marc Najork
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

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Out-of-Domain Semantics to the Rescue! Zero-Shot Hybrid Retrieval Models
Tao Chen | Mingyang Zhang | Jing Lu | Michael Bendersky | Marc Najork
Advances in Information Retrieval - 44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, April 10-14, 2022, Proceedings, Part I

2021

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Rethinking search: making domain experts out of dilettantes
Donald Metzler | Yi Tay | Dara Bahri | Marc Najork
2021 Volume 55 Issue 1

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Report on the 2nd international conference on design of experimental search & information retrieval systems (DESIRES 2021)
Omar Alonso | Stefano Marchesin | Marc Najork | Gianmaria Silvello
2021 Volume 55 Issue 2

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Search and Discovery in Personal Email Collections
Michael Bendersky | Xuanhui Wang | Marc Najork | Donald Metzler
2021 Volume 15 Issue 1

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Improving Cloud Storage Search with User Activity
Rolf Jagerman | Weize Kong | Rama Kumar Pasumarthi | Zhen Qin | Michael Bendersky | Marc Najork
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021

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Ensemble Distillation for BERT-Based Ranking Models
Honglei Zhuang | Zhen Qin | Shuguang Han | Xuanhui Wang | Michael Bendersky | Marc Najork
ICTIR '21: The 2021 ACM SIGIR International Conference on the Theory of Information Retrieval, Virtual Event, Canada, July 11, 2021

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WIT: Wikipedia-based Image Text Dataset for Multimodal Multilingual Machine Learning
Krishna Srinivasan | Karthik Raman | Jiecao Chen | Michael Bendersky | Marc Najork
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

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Natural Language Understanding with Privacy-Preserving BERT
Chen Qu | Weize Kong | Liu Yang | Mingyang Zhang | Michael Bendersky | Marc Najork
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

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Companion of The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

Companion of The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

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WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

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Preface
Omar Alonso | Marc Najork | Gianmaria Silvello
Proceedings of the Second International Conference on Design of Experimental Search & Information REtrieval Systems, Padova, Italy, September 15-18, 2021

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Proceedings of the Second International Conference on Design of Experimental Search & Information REtrieval Systems, Padova, Italy, September 15-18, 2021

Proceedings of the Second International Conference on Design of Experimental Search & Information REtrieval Systems, Padova, Italy, September 15-18, 2021

2020

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A Stochastic Treatment of Learning to Rank Scoring Functions
Sebastian Bruch | Shuguang Han | Michael Bendersky | Marc Najork
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020

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Permutation Equivariant Document Interaction Network for Neural Learning to Rank
Rama Kumar Pasumarthi | Honglei Zhuang | Xuanhui Wang | Michael Bendersky | Marc Najork
ICTIR '20: The 2020 ACM SIGIR International Conference on the Theory of Information Retrieval, Virtual Event, Norway, September 14-17, 2020

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Feature Transformation for Neural Ranking Models
Honglei Zhuang | Xuanhui Wang | Michael Bendersky | Marc Najork
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

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Beyond 512 Tokens: Siamese Multi-depth Transformer-based Hierarchical Encoder for Long-Form Document Matching
Liu Yang | Mingyang Zhang | Cheng Li | Michael Bendersky | Marc Najork
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

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Adversarial Bandits Policy for Crawling Commercial Web Content
Shuguang Han | Michael Bendersky | Przemek Gajda | Sergey Novikov | Marc Najork | Bernhard Brodowsky | Alexandrin Popescul
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2019

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Estimating Position Bias without Intrusive Interventions
Aman Agarwal | Ivan Zaitsev | Xuanhui Wang | Cheng Li | Marc Najork | Thorsten Joachims
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, VIC, Australia, February 11-15, 2019

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Uncovering Hidden Structure in Sequence Data via Threading Recurrent Models
Manzil Zaheer | Amr Ahmed | Yuan Wang | Daniel Silva | Marc Najork | Yuchen Wu | Shibani Sanan | Surojit Chatterjee
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, VIC, Australia, February 11-15, 2019

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Learning Groupwise Multivariate Scoring Functions Using Deep Neural Networks
Qingyao Ai | Xuanhui Wang | Sebastian Bruch | Nadav Golbandi | Michael Bendersky | Marc Najork
Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval, ICTIR 2019, Santa Clara, CA, USA, October 2-5, 2019

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An Analysis of the Softmax Cross Entropy Loss for Learning-to-Rank with Binary Relevance
Sebastian Bruch | Xuanhui Wang | Michael Bendersky | Marc Najork
Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval, ICTIR 2019, Santa Clara, CA, USA, October 2-5, 2019

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Revisiting Approximate Metric Optimization in the Age of Deep Neural Networks
Sebastian Bruch | Masrour Zoghi | Michael Bendersky | Marc Najork
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019

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Multi-view Embedding-based Synonyms for Email Search
Cheng Li | Mingyang Zhang | Michael Bendersky | Hongbo Deng | Donald Metzler | Marc Najork
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019

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RiSER: Learning Better Representations for Richly Structured Emails
Furkan Kocayusufoglu | Ying Sheng | Nguyen Vo | James B. Wendt | Qi Zhao | Sandeep Tata | Marc Najork
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

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Semantic Text Matching for Long-Form Documents
Jyun-Yu Jiang | Mingyang Zhang | Cheng Li | Michael Bendersky | Nadav Golbandi | Marc Najork
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

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Predictive Crawling for Commercial Web Content
Shuguang Han | Bernhard Brodowsky | Przemek Gajda | Sergey Novikov | Mike Bendersky | Marc Najork | Robin Dua | Alexandrin Popescul
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

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Addressing Trust Bias for Unbiased Learning-to-Rank
Aman Agarwal | Xuanhui Wang | Cheng Li | Michael Bendersky | Marc Najork
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

2018

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Position Bias Estimation for Unbiased Learning to Rank in Personal Search
Xuanhui Wang | Nadav Golbandi | Michael Bendersky | Donald Metzler | Marc Najork
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, February 5-9, 2018

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Semantic Location in Email Query Suggestion
John Foley | Mingyang Zhang | Michael Bendersky | Marc Najork
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018

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The LambdaLoss Framework for Ranking Metric Optimization
Xuanhui Wang | Cheng Li | Nadav Golbandi | Michael Bendersky | Marc Najork
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

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Hidden in Plain Sight: Classifying Emails Using Embedded Image Contents
Navneet Potti | James B. Wendt | Qi Zhao | Sandeep Tata | Marc Najork
Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018

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Training On-Device Ranking Models from Cross-User Interactions in a Privacy-Preserving Fashion
Marc Najork
Proceedings of the First Biennial Conference on Design of Experimental Search & Information Retrieval Systems, Bertinoro, Italy, August 28-31, 2018

2017

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Learning from User Interactions in Personal Search via Attribute Parameterization
Michael Bendersky | Xuanhui Wang | Donald Metzler | Marc Najork
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, WSDM 2017, Cambridge, United Kingdom, February 6-10, 2017

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Email Category Prediction
Aston Zhang | Lluis Garcia Pueyo | James B. Wendt | Marc Najork | Andrei Z. Broder
Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017

2016

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Learning to Rank with Selection Bias in Personal Search
Xuanhui Wang | Michael Bendersky | Donald Metzler | Marc Najork
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 17-21, 2016

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Using Machine Learning to Improve the Email Experience
Marc Najork
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

2013

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Robust query rewriting using anchor data
Nick Craswell | Bodo Billerbeck | Dennis Fetterly | Marc Najork
Sixth ACM International Conference on Web Search and Data Mining, WSDM 2013, Rome, Italy, February 4-8, 2013

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Are Some Tweets More Interesting Than Others? #HardQuestion
Omar Alonso | Catherine C. Marshall | Marc Najork
Symposium on Human-Computer Interaction and Information Retrieval, HCIR '13, Vancouver, BC, Canada, October 3-4, 2013

2012

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Editorial
Helen Ashman | Arun Iyengar | Marc Najork
2012 Volume 6 Issue 2

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How user behavior is related to social affinity
Rina Panigrahy | Marc Najork | Yinglian Xie
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, WSDM 2012, Seattle, WA, USA, February 8-12, 2012

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Of hammers and nails: an empirical comparison of three paradigms for processing large graphs
Marc Najork | Dennis Fetterly | Alan Halverson | Krishnaram Kenthapadi | Sreenivas Gollapudi
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, WSDM 2012, Seattle, WA, USA, February 8-12, 2012

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Detecting quilted web pages at scale
Marc Najork
The 35th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '12, Portland, OR, USA, August 12-16, 2012

2011

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Microsoft Research at TREC 2011 Web Track
Bodo Billerbeck | Nick Craswell | Dennis Fetterly | Marc Najork
Proceedings of The Twentieth Text REtrieval Conference, TREC 2011, Gaithersburg, Maryland, USA, November 15-18, 2011

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The Power of Peers
Nick Craswell | Dennis Fetterly | Marc Najork
Advances in Information Retrieval - 33rd European Conference on IR Research, ECIR 2011, Dublin, Ireland, April 18-21, 2011. Proceedings

2010

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Web Crawling
Christopher Olston | Marc Najork
2010 Volume 4 Issue 3

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Querying the Web Graph - (Invited Talk)
Marc Najork
String Processing and Information Retrieval - 17th International Symposium, SPIRE 2010, Los Cabos, Mexico, October 11-13, 2010. Proceedings

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A sketch-based distance oracle for web-scale graphs
Atish Das Sarma | Sreenivas Gollapudi | Marc Najork | Rina Panigrahy
Proceedings of the Third International Conference on Web Search and Web Data Mining, WSDM 2010, New York, NY, USA, February 4-6, 2010

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Microsoft Research at TREC 2010 Web Track
Nick Craswell | Dennis Fetterly | Marc Najork
Proceedings of The Nineteenth Text REtrieval Conference, TREC 2010, Gaithersburg, Maryland, USA, November 16-19, 2010

2009

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Less is more: sampling the neighborhood graph makes SALSA better and faster
Marc Najork | Sreenivas Gollapudi | Rina Panigrahy
Proceedings of the Second International Conference on Web Search and Web Data Mining, WSDM 2009, Barcelona, Spain, February 9-11, 2009

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Microsoft Research at TREC 2009: Web and Relevance Feedback Track
Nick Craswell | Dennis Fetterly | Marc Najork | Stephen Robertson | Emine Yilmaz
Proceedings of The Eighteenth Text REtrieval Conference, TREC 2009, Gaithersburg, Maryland, USA, November 17-20, 2009

2008

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Introduction to special section on adversarial issues in Web search
Marc Najork | Brian D. Davison
2008 Volume 2 Issue 1

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Proceedings of the International Conference on Web Search and Web Data Mining, WSDM 2008, Palo Alto, California, USA, February 11-12, 2008

Proceedings of the International Conference on Web Search and Web Data Mining, WSDM 2008, Palo Alto, California, USA, February 11-12, 2008

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Efficient and effective link analysis with precomputed salsa maps
Marc Najork | Nick Craswell
Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM 2008, Napa Valley, California, USA, October 26-30, 2008

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Computing Information Retrieval Performance Measures Efficiently in the Presence of Tied Scores
Frank McSherry | Marc Najork
Advances in Information Retrieval , 30th European Conference on IR Research, ECIR 2008, Glasgow, UK, March 30-April 3, 2008. Proceedings

2007

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Hits on the web: how does it compare?
Marc Najork | Hugo Zaragoza | Michael J. Taylor
SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Amsterdam, The Netherlands, July 23-27, 2007

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Comparing the effectiveness of hits and salsa
Marc Najork
Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, CIKM 2007, Lisbon, Portugal, November 6-10, 2007

2006

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Adversarial information retrieval on the web (AIRWeb 2006)
Brian D. Davison | Marc Najork | Tim Converse
2006 Volume 40 Issue 2

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Detecting spam web pages through content analysis
Alexandros Ntoulas | Marc Najork | Mark S. Manasse | Dennis Fetterly
Proceedings of the 15th international conference on World Wide Web, WWW 2006, Edinburgh, Scotland, UK, May 23-26, 2006

2005

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Detecting phrase-level duplication on the world wide web
Dennis Fetterly | Mark S. Manasse | Marc Najork
SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Salvador, Brazil, August 15-19, 2005

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How search engines shape the web
Byron Dom | Krishna Bharat | Andrei Z. Broder | Marc Najork | Jan O. Pedersen | Yoshinobu Tonomura
Proceedings of the 14th international conference on World Wide Web, WWW 2005, Chiba, Japan, May 10-14, 2005 - Special interest tracks and posters

2004

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Proceedings of the 13th international conference on World Wide Web, WWW 2004, New York, NY, USA, May 17-20, 2004

Proceedings of the 13th international conference on World Wide Web, WWW 2004, New York, NY, USA, May 17-20, 2004

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Proceedings of the 13th international conference on World Wide Web - Alternate Track Papers & Posters, WWW 2004, New York, NY, USA, May 17-20, 2004

Proceedings of the 13th international conference on World Wide Web - Alternate Track Papers & Posters, WWW 2004, New York, NY, USA, May 17-20, 2004

2003

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Efficient URL caching for world wide web crawling
Andrei Z. Broder | Marc Najork | Janet L. Wiener
Proceedings of the Twelfth International World Wide Web Conference, WWW 2003, Budapest, Hungary, May 20-24, 2003

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A large-scale study of the evolution of web pages
Dennis Fetterly | Mark S. Manasse | Marc Najork | Janet L. Wiener
Proceedings of the Twelfth International World Wide Web Conference, WWW 2003, Budapest, Hungary, May 20-24, 2003

2001

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Breadth-first crawling yields high-quality pages
Marc Najork | Janet L. Wiener
Proceedings of the Tenth International World Wide Web Conference, WWW 10, Hong Kong, China, May 1-5, 2001

1999

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Mercator: A Scalable, Extensible Web Crawler
Allan Heydon | Marc Najork
1999 Volume 2 Issue 4

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