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Analysis of User Behavior
Graphs and Link Analysis
Discrete Choice
Repeat Consumption
Markov Processes
Search and Ranking
Social Networks, Blogs, and Communities
Analysis of Online Reviews and Text Content
Other Web Analysis and Data Mining
Theory
Systems and Web Crawling
Privacy
Databases
Handwriting and OCR
Tutorials

Subject: Analysis of User Behavior


Modeling User Consumption Sequences.
Authors: Austin R. Benson, Ravi Kumar, Andrew Tomkins
WWW 2016: 519-529
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On the Relevance of Irrelevant Alternatives.
Authors: Austin R. Benson, Ravi Kumar, Andrew Tomkins
WWW 2016: 963-973
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Driven by Food: Modeling Geographic Choice.
Authors: Ravi Kumar, Mohammad Mahdian, Bo Pang, Andrew Tomkins, Sergei Vassilvitskii
WSDM 2015: 213-222
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Inverting a Steady-State.
Authors: Ravi Kumar, Andrew Tomkins, Sergei Vassilvitskii, Erik Vee
WSDM 2015: 359-368
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The dynamics of repeat consumption.
Authors: Ashton Anderson, Ravi Kumar, Andrew Tomkins, Sergei Vassilvitskii
WWW 2014: 419-430
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Arrival and departure dynamics in social networks.
Authors: Shaomei Wu, Atish Das Sarma, Alex Fabrikant, Silvio Lattanzi, Andrew Tomkins
WSDM 2013: 233-242
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Your two weeks of fame and your grandmother's.
Authors: James Cook, Atish Das Sarma, Alex Fabrikant, Andrew Tomkins
WWW 2012: 919-928
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Subject: Graphs and Link Analysis


Max-cover in map-reduce.
Authors: Flavio Chierichetti, Ravi Kumar, Andrew Tomkins
WWW 2010: 231-240
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Stochastic models for tabbed browsing.
Authors: Flavio Chierichetti, Ravi Kumar, Andrew Tomkins
WWW 2010: 241-250
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ShatterPlots: Fast Tools for Mining Large Graphs.
Authors: Ana Paula Appel, Deepayan Chakrabarti, Christos Faloutsos, Ravi Kumar, Jure Leskovec, Andrew Tomkins
SDM 2009: 802-813
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Efficient Discovery of Authoritative Resources.
Authors: Ravi Kumar, Kevin J. Lang, Cameron Marlow, Andrew Tomkins
ICDE 2008: 1495-1497
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Connectivity structure of bipartite graphs via the KNC-plot.
Authors: Ravi Kumar, Andrew Tomkins, Erik Vee
WSDM 2008: 129-138
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The discoverability of the web.
Authors: Anirban Dasgupta, Arpita Ghosh, Ravi Kumar, Christopher Olston, Sandeep Pandey, Andrew Tomkins
WWW 2007: 421-430
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Anchor-based proximity measures.
Authors: Amruta Joshi, Ravi Kumar, Benjamin Reed, Andrew Tomkins
WWW 2007: 1131-1132
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Core algorithms in the CLEVER system.
Authors: Ravi Kumar, Prabhakar Raghavan, Sridhar Rajagopalan, Andrew Tomkins
ACM Trans. Internet Techn. 6(2):131-152 2006
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Discovering Large Dense Subgraphs in Massive Graphs.
Authors: David Gibson, Ravi Kumar, Andrew Tomkins
VLDB 2005: 721-732
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Fast discovery of connection subgraphs.
Authors: Christos Faloutsos, Kevin S. McCurley, Andrew Tomkins
KDD 2004: 118-127
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Self-similarity in the web.
Authors: Stephen Dill, Ravi Kumar, Kevin S. McCurley, Sridhar Rajagopalan, D. Sivakumar, Andrew Tomkins
ACM Trans. Internet Techn. 2(3):205-223 2002
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Self-similarity in the Web.
Authors: Stephen Dill, Ravi Kumar, Kevin S. McCurley, Sridhar Rajagopalan, D. Sivakumar, Andrew Tomkins
VLDB 2001: 69-78
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On Semi-Automated Web Taxonomy Construction.
Authors: Ravi Kumar, Prabhakar Raghavan, Sridhar Rajagopalan, Andrew Tomkins
WebDB 2001: 91-96
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Graph structure in the Web.
Authors: Andrei Z. Broder, Ravi Kumar, Farzin Maghoul, Prabhakar Raghavan, Sridhar Rajagopalan, Raymie Stata, Andrew Tomkins, Janet L. Wiener
Computer Networks 33(1-6):309-320 2000
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Random graph models for the web graph.
Authors: Ravi Kumar, Prabhakar Raghavan, Sridhar Rajagopalan, D. Sivakumar, Andrew Tomkins, Eli Upfal
FOCS 2000: 57-65
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The Web as a Graph.
Authors: Ravi Kumar, Prabhakar Raghavan, Sridhar Rajagopalan, D. Sivakumar, Andrew Tomkins, Eli Upfal
PODS 2000: 1-10
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Topic Distillation and Spectral Filtering.
Authors: Soumen Chakrabarti, Byron Dom, David Gibson, Ravi Kumar, Prabhakar Raghavan, Sridhar Rajagopalan, Andrew Tomkins
Artif. Intell. Rev. 13(5-6):409-435 1999
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Mining the Web's Link Structure.
Authors: Soumen Chakrabarti, Byron Dom, Ravi Kumar, Prabhakar Raghavan, Sridhar Rajagopalan, Andrew Tomkins, David Gibson, Jon M. Kleinberg
IEEE Computer 32(8):60-67 1999
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The Web as a Graph: Measurements, Models, and Methods.
Authors: Jon M. Kleinberg, Ravi Kumar, Prabhakar Raghavan, Sridhar Rajagopalan, Andrew Tomkins
COCOON 1999: 1-17
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Trawling the Web for Emerging Cyber-Communities.
Authors: Ravi Kumar, Prabhakar Raghavan, Sridhar Rajagopalan, Andrew Tomkins
Computer Networks 31(11-16):1481-1493 1999
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Extracting Large-Scale Knowledge Bases from the Web.
Authors: Ravi Kumar, Prabhakar Raghavan, Sridhar Rajagopalan, Andrew Tomkins
VLDB 1999: 639-650
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Subject: Discrete Choice


Modeling User Consumption Sequences.
Authors: Austin R. Benson, Ravi Kumar, Andrew Tomkins
WWW 2016: 519-529
Download PDF

On the Relevance of Irrelevant Alternatives.
Authors: Austin R. Benson, Ravi Kumar, Andrew Tomkins
WWW 2016: 963-973
Download PDF

Driven by Food: Modeling Geographic Choice.
Authors: Ravi Kumar, Mohammad Mahdian, Bo Pang, Andrew Tomkins, Sergei Vassilvitskii
WSDM 2015: 213-222
Download PDF

Inverting a Steady-State.
Authors: Ravi Kumar, Andrew Tomkins, Sergei Vassilvitskii, Erik Vee
WSDM 2015: 359-368
Download PDF

Subject: Repeat Consumption


Modeling User Consumption Sequences.
Authors: Austin R. Benson, Ravi Kumar, Andrew Tomkins
WWW 2016: 519-529
Download PDF

The dynamics of repeat consumption.
Authors: Ashton Anderson, Ravi Kumar, Andrew Tomkins, Sergei Vassilvitskii
WWW 2014: 419-430
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Subject: Markov Processes


Inverting a Steady-State.
Authors: Ravi Kumar, Andrew Tomkins, Sergei Vassilvitskii, Erik Vee
WSDM 2015: 359-368
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Stochastic models for tabbed browsing.
Authors: Flavio Chierichetti, Ravi Kumar, Andrew Tomkins
WWW 2010: 241-250
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Random walks with ``back buttons'' (extended abstract).
Authors: Ronald Fagin, Anna R. Karlin, Jon M. Kleinberg, Prabhakar Raghavan, Sridhar Rajagopalan, Ronitt Rubinfeld, Madhu Sudan, Andrew Tomkins
STOC 2000: 484-493
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Subject: Search and Ranking


Online selection of diverse results.
Authors: Debmalya Panigrahi, Atish Das Sarma, Gagan Aggarwal, Andrew Tomkins
WSDM 2012: 263-272
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A Characterization of Online Search Behavior.
Authors: Ravi Kumar, Andrew Tomkins
IEEE Data Eng. Bull. 32(2):3-11 2009
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Relaxation in text search using taxonomies.
Authors: Marcus Fontoura, Vanja Josifovski, Ravi Kumar, Christopher Olston, Andrew Tomkins, Sergei Vassilvitskii
PVLDB 1(1):672-683 2008
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Guest Editors' Introduction: Social Media and Search.
Authors: Junghoo Cho, Andrew Tomkins
IEEE Internet Computing 11(6):13-15 2007
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Core algorithms in the CLEVER system.
Authors: Ravi Kumar, Prabhakar Raghavan, Sridhar Rajagopalan, Andrew Tomkins
ACM Trans. Internet Techn. 6(2):131-152 2006
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Topic Distillation and Spectral Filtering.
Authors: Soumen Chakrabarti, Byron Dom, David Gibson, Ravi Kumar, Prabhakar Raghavan, Sridhar Rajagopalan, Andrew Tomkins
Artif. Intell. Rev. 13(5-6):409-435 1999
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Subject: Social Networks, Blogs, and Communities


Preferential behavior in online groups.
Authors: Lars Backstrom, Ravi Kumar, Cameron Marlow, Jasmine Novak, Andrew Tomkins
WSDM 2008: 117-128
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Microscopic evolution of social networks.
Authors: Jure Leskovec, Lars Backstrom, Ravi Kumar, Andrew Tomkins
KDD 2008: 462-470
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Guest Editors' Introduction: Social Media and Search.
Authors: Junghoo Cho, Andrew Tomkins
IEEE Internet Computing 11(6):13-15 2007
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Visualizing tags over time.
Authors: Micah Dubinko, Ravi Kumar, Joseph Magnani, Jasmine Novak, Prabhakar Raghavan, Andrew Tomkins
WWW 2006: 193-202
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Navigating Low-Dimensional and Hierarchical Population Networks.
Authors: Ravi Kumar, David Liben-Nowell, Andrew Tomkins
ESA 2006: 480-491
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Structure and evolution of online social networks.
Authors: Ravi Kumar, Jasmine Novak, Andrew Tomkins
KDD 2006: 611-617
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The predictive power of online chatter.
Authors: Daniel Gruhl, Ramanathan V. Guha, Ravi Kumar, Jasmine Novak, Andrew Tomkins
KDD 2005: 78-87
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Information diffusion through blogspace.
Authors: Daniel Gruhl, Ramanathan V. Guha, David Liben-Nowell, Andrew Tomkins
WWW 2004: 491-501
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Information diffusion through blogspace.
Authors: Daniel Gruhl, David Liben-Nowell, Ramanathan V. Guha, Andrew Tomkins
SIGKDD Explorations 6(2):43-52 2004
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Structure and evolution of blogspace.
Authors: Ravi Kumar, Jasmine Novak, Prabhakar Raghavan, Andrew Tomkins
Commun. ACM 47(12):35-39 2004
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On the bursty evolution of blogspace.
Authors: Ravi Kumar, Jasmine Novak, Prabhakar Raghavan, Andrew Tomkins
WWW 2003: 568-576
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The Web and Social Networks.
Authors: Ravi Kumar, Prabhakar Raghavan, Sridhar Rajagopalan, Andrew Tomkins
IEEE Computer 35(11):32-36 2002
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Subject: Analysis of Online Reviews and Text Content


For a few dollars less: Identifying review pages sans human labels.
Authors: Luciano Barbosa, Ravi Kumar, Bo Pang, Andrew Tomkins
HLT-NAACL 2009: 494-502
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Matching Reviews to Objects using a Language Model.
Authors: Nilesh N. Dalvi, Ravi Kumar, Bo Pang, Andrew Tomkins
EMNLP 2009: 609-618
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A web of concepts.
Authors: Nilesh N. Dalvi, Ravi Kumar, Bo Pang, Raghu Ramakrishnan, Andrew Tomkins, Philip Bohannon, S. Sathiya Keerthi, Srujana Merugu
PODS 2009: 1-12
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Variable latent semantic indexing.
Authors: Anirban Dasgupta, Ravi Kumar, Prabhakar Raghavan, Andrew Tomkins
KDD 2005: 13-21
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SemTag and seeker: bootstrapping the semantic web via automated semantic annotation.
Authors: Stephen Dill, Nadav Eiron, David Gibson, Daniel Gruhl, Ramanathan V. Guha, Anant Jhingran, Tapas Kanungo, Sridhar Rajagopalan, Andrew Tomkins, John A. Tomlin, Jason Y. Zien
WWW 2003: 178-186
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Subject: Other Web Analysis and Data Mining


Evolution of two-sided markets.
Authors: Ravi Kumar, Yury Lifshits, Andrew Tomkins
WSDM 2010: 311-320
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A characterization of online browsing behavior.
Authors: Ravi Kumar, Andrew Tomkins
WWW 2010: 561-570
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A translation model for matching reviews to objects.
Authors: Nilesh N. Dalvi, Ravi Kumar, Bo Pang, Andrew Tomkins
CIKM 2009: 167-176
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An analysis framework for search sequences.
Authors: Qiaozhu Mei, Kristina Lisa Klinkner, Ravi Kumar, Andrew Tomkins
CIKM 2009: 1991-1994
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Toward a PeopleWeb.
Authors: Raghu Ramakrishnan, Andrew Tomkins
IEEE Computer 40(8):63-72 2007
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Estimating corpus size via queries.
Authors: Andrei Z. Broder, Marcus Fontoura, Vanja Josifovski, Ravi Kumar, Rajeev Motwani, Shubha U. Nabar, Rina Panigrahy, Andrew Tomkins, Ying Xu
CIKM 2006: 594-603
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Evolutionary clustering.
Authors: Deepayan Chakrabarti, Ravi Kumar, Andrew Tomkins
KDD 2006: 554-560
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Navigating Low-Dimensional and Hierarchical Population Networks.
Authors: Ravi Kumar, David Liben-Nowell, Andrew Tomkins
ESA 2006: 480-491
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Hierarchical topic segmentation of websites.
Authors: Ravi Kumar, Kunal Punera, Andrew Tomkins
KDD 2006: 257-266
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Content, Metadata, and Behavioral Information: Directions for Yahoo! Research.
Authors: Raghu Ramakrishnan, Andrew Tomkins, Ravi Kumar
IEEE Data Eng. Bull. 29(4):10-18 2006
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The volume and evolution of web page templates.
Authors: David Gibson, Kunal Punera, Andrew Tomkins
WWW (Special interest tracks and posters) 2005: 830-839
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Sic transit gloria telae: towards an understanding of the web's decay.
Authors: Ziv Bar-Yossef, Andrei Z. Broder, Ravi Kumar, Andrew Tomkins
WWW 2004: 328-337
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Propagation of trust and distrust.
Authors: Ramanathan V. Guha, Ravi Kumar, Prabhakar Raghavan, Andrew Tomkins
WWW 2004: 403-412
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Mining and Knowledge Discovery from the Web.
Authors: Kevin S. McCurley, Andrew Tomkins
ISPAN 2004: 4-11
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Anti-aliasing on the web.
Authors: Jasmine Novak, Prabhakar Raghavan, Andrew Tomkins
WWW 2004: 30-39
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SemTag and seeker: bootstrapping the semantic web via automated semantic annotation.
Authors: Stephen Dill, Nadav Eiron, David Gibson, Daniel Gruhl, Ramanathan V. Guha, Anant Jhingran, Tapas Kanungo, Sridhar Rajagopalan, Andrew Tomkins, John A. Tomlin, Jason Y. Zien
WWW 2003: 178-186
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Subject: Theory


Online selection of diverse results.
Authors: Debmalya Panigrahi, Atish Das Sarma, Gagan Aggarwal, Andrew Tomkins
WSDM 2012: 263-272
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Estimating corpus size via queries.
Authors: Andrei Z. Broder, Marcus Fontoura, Vanja Josifovski, Ravi Kumar, Rajeev Motwani, Shubha U. Nabar, Rina Panigrahy, Andrew Tomkins, Ying Xu
CIKM 2006: 594-603
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Navigating Low-Dimensional and Hierarchical Population Networks.
Authors: Ravi Kumar, David Liben-Nowell, Andrew Tomkins
ESA 2006: 480-491
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Multi-structural databases.
Authors: Ronald Fagin, Ramanathan V. Guha, Ravi Kumar, Jasmine Novak, D. Sivakumar, Andrew Tomkins
PODS 2005: 184-195
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Minimizing Wirelength in Zero and Bounded Skew Clock Trees.
Authors: Moses Charikar, Jon M. Kleinberg, Ravi Kumar, Sridhar Rajagopalan, Amit Sahai, Andrew Tomkins
SIAM J. Discrete Math. 17(4):582-595 2004
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Random walks with ``back buttons'' (extended abstract).
Authors: Ronald Fagin, Anna R. Karlin, Jon M. Kleinberg, Prabhakar Raghavan, Sridhar Rajagopalan, Ronitt Rubinfeld, Madhu Sudan, Andrew Tomkins
STOC 2000: 484-493
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The Web as a Graph.
Authors: Ravi Kumar, Prabhakar Raghavan, Sridhar Rajagopalan, D. Sivakumar, Andrew Tomkins, Eli Upfal
PODS 2000: 1-10
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Minimizing Wirelength in Zero and Bounded Skew Clock Trees.
Authors: Moses Charikar, Jon M. Kleinberg, Ravi Kumar, Sridhar Rajagopalan, Amit Sahai, Andrew Tomkins
SODA 1999: 177-184
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On targeting Markov segments.
Authors: Moses Charikar, Ravi Kumar, Prabhakar Raghavan, Sridhar Rajagopalan, Andrew Tomkins
STOC 1999: 99-108
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Recommendation Systems: A Probabilistic Analysis.
Authors: Ravi Kumar, Prabhakar Raghavan, Sridhar Rajagopalan, Andrew Tomkins
FOCS 1998: 664-673
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A polylog(n)-Competitive Algorithm for Metrical Task Systems.
Authors: Yair Bartal, Avrim Blum, Carl Burch, Andrew Tomkins
STOC 1997: 711-719
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Block Edit Models for Approximate String Matching.
Authors: Daniel P. Lopresti, Andrew Tomkins
Theor. Comput. Sci. 181(1):159-179 1997
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Lower Bounds for Two Call Control Problems.
Authors: Andrew Tomkins
Inf. Process. Lett. 56(3):173-178 1995
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A Computational Model of Teaching.
Authors: Jeffrey C. Jackson, Andrew Tomkins
COLT 1992: 319-326
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On the Searchability of Electronic Ink
Authors: Daniel Lopresti, Andrew Tomkins
Proceedings of the Fourth International Workshop on Frontiers in Handwriting Recognition, Taipei, Taiwan, 156-165, December, 1994.
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Geographic Routing in Social Networks
Authors: D. Liben-Nowell, J. Novak, R. Kumar, P. Raghavan, A. Tomkins
Proceedings of the National Academy of Sciences 101(33), 11623-11628, 2005.
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Subject: Systems and Web Crawling


Efficient Discovery of Authoritative Resources.
Authors: Ravi Kumar, Kevin J. Lang, Cameron Marlow, Andrew Tomkins
ICDE 2008: 1495-1497
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The discoverability of the web.
Authors: Anirban Dasgupta, Arpita Ghosh, Ravi Kumar, Christopher Olston, Sandeep Pandey, Andrew Tomkins
WWW 2007: 421-430
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How to build a WebFountain: An architecture for very large-scale text analytics.
Authors: Daniel Gruhl, Laurent Chavet, David Gibson, Jörg Meyer, Pradhan Pattanayak, Andrew Tomkins, Jason Y. Zien
IBM Systems Journal 43(1):64-77 2004
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Informed Multi-Process Prefetching and Caching.
Authors: Andrew Tomkins, R. Hugo Patterson, Garth A. Gibson
SIGMETRICS 1997: 100-114
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A Trace-Driven Comparison of Algorithms for Parallel Prefetching and Caching.
Authors: Tracy Kimbrel, Andrew Tomkins, R. Hugo Patterson, Brian N. Bershad, Pei Cao, Edward W. Felten, Garth A. Gibson, Anna R. Karlin, Kai Li
OSDI 1996: 19-34
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Subject: Privacy


Vanity fair: privacy in querylog bundles.
Authors: Rosie Jones, Ravi Kumar, Bo Pang, Andrew Tomkins
CIKM 2008: 853-862
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"I know what you did last summer": query logs and user privacy.
Authors: Rosie Jones, Ravi Kumar, Bo Pang, Andrew Tomkins
CIKM 2007: 909-914
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On anonymizing query logs via token-based hashing.
Authors: Ravi Kumar, Jasmine Novak, Bo Pang, Andrew Tomkins
WWW 2007: 629-638
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Subject: Databases


Relaxation in text search using taxonomies.
Authors: Marcus Fontoura, Vanja Josifovski, Ravi Kumar, Christopher Olston, Andrew Tomkins, Sergei Vassilvitskii
PVLDB 1(1):672-683 2008
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Pig latin: a not-so-foreign language for data processing.
Authors: Christopher Olston, Benjamin Reed, Utkarsh Srivastava, Ravi Kumar, Andrew Tomkins
SIGMOD Conference 2008: 1099-1110
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Multi-structural databases.
Authors: Ronald Fagin, Ramanathan V. Guha, Ravi Kumar, Jasmine Novak, D. Sivakumar, Andrew Tomkins
PODS 2005: 184-195
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Efficient Implementation of Large-Scale Multi-Structural Databases.
Authors: Ronald Fagin, Phokion G. Kolaitis, Ravi Kumar, Jasmine Novak, D. Sivakumar, Andrew Tomkins
VLDB 2005: 958-969
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Subject: Handwriting and OCR


Block Edit Models for Approximate String Matching.
Authors: Daniel P. Lopresti, Andrew Tomkins
Theor. Comput. Sci. 181(1):159-179 1997
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Validation of Image Defect Models for Optical Character Recognition.
Authors: Yanhong Li, Daniel P. Lopresti, George Nagy, Andrew Tomkins
IEEE Trans. Pattern Anal. Mach. Intell. 18(2):99-108 1996
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Online Interval Scheduling.
Authors: Richard J. Lipton, Andrew Tomkins
SODA 1994: 302-311
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Pictographic naming.
Authors: Daniel P. Lopresti, Andrew Tomkins
INTERCHI Adjunct Proceedings 1993: 77-78
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Algorithms for Matching Hand-Drawn Sketches
Authors: Daniel Lopresti, Andrew Tomkins, Jiangying Zhou
Proceedings of the Fifth International Workshop on Frontiers in Handwriting Recognition, 233-238, September, 1996.
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Ink as a First-Class Datatype in Multimedia Databases
Authors: W. G. Aref, D. Barbara, D. Lopresti, A. Tomkins
Multimedia Databases, S. Jajodia and V. S. Subrahmanian eds, Springer-Verlag, New York, 1995.
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Systematic Bias in OCR Experiments
Authors: Yuhlin Chang, Daniel P. Lopresti, Andrew Tomkins, Jeffrey Zhou, Jiangying Zhou
Proceedings of the IS&T/SPIE International Symposium on Electronic Imaging, L. M. Vincent and H. S. Baird, eds., February 1995, San Jose, CA, pp. 196-204.
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Temporal Domain Matching of Hand-Drawn Pictorial Queries
Authors: Daniel Lopresti, Andrew Tomkins
7th Biennial Conference of The International Graphonomics Society, August, 1995.
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Computing in the Ink Domain
Authors: Daniel Lopresti, Andrew Tomkins
HCI International, 1995.
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Subject: Tutorials


Applications of Linear Algebra in Information Retrieval and Hypertext Analysis.
Authors: Jon M. Kleinberg, Andrew Tomkins
PODS 1999: 185-193
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