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ORCIDSusan T. Dumais
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- affiliation: Microsoft Research
- award: ACM Athena Lecturer 2014
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2020 – today
- 2021
[j39]Kai Shu
, Susan T. Dumais, Ahmed Hassan Awadallah, Huan Liu:
Detecting Fake News With Weak Social Supervision. IEEE Intell. Syst. 36(4): 96-103 (2021)- [c152]Guoqing Zheng, Ahmed Hassan Awadallah, Susan T. Dumais:
Meta Label Correction for Noisy Label Learning. AAAI 2021: 11053-11061 - [c151]Longqi Yang, Tobias Schnabel, Paul N. Bennett, Susan T. Dumais:
Local Factor Models for Large-Scale Inductive Recommendation. RecSys 2021: 252-262 - [c150]Susan T. Dumais:
Beyond Web Search: How Email Search is Different and Why it Matters. WSDM 2021: 2 - 2020
- [j38]Justine Zhang, James W. Pennebaker, Susan T. Dumais, Eric Horvitz:
Configuring Audiences: A Case Study of Email Communication. Proc. ACM Hum. Comput. Interact. 4(CSCW): 062:1-062:26 (2020) - [c149]Susan T. Dumais:
SIGCHI Lifetime Research Award Talk: Interdisciplinary Perspectives on Search. CHI Extended Abstracts 2020: 1-3 - [c148]Farnaz Jahanbakhsh, Ahmed Hassan Awadallah, Susan T. Dumais, Xuhai Xu:
Effects of Past Interactions on User Experience with Recommended Documents. CHIIR 2020: 153-162 - [c147]Kai Shu, Subhabrata Mukherjee, Guoqing Zheng, Ahmed Hassan Awadallah, Milad Shokouhi, Susan T. Dumais:
Learning with Weak Supervision for Email Intent Detection. SIGIR 2020: 1051-1060 - [c146]Hamed Zamani, Bhaskar Mitra, Everest Chen, Gord Lueck, Fernando Diaz, Paul N. Bennett, Nick Craswell, Susan T. Dumais:
Analyzing and Learning from User Interactions for Search Clarification. SIGIR 2020: 1181-1190 - [c145]Hamed Zamani, Susan T. Dumais, Nick Craswell, Paul N. Bennett, Gord Lueck:
Generating Clarifying Questions for Information Retrieval. WWW 2020: 418-428 - [c144]Xuhai Xu, Ahmed Hassan Awadallah, Susan T. Dumais, Farheen Omar, Bogdan Popp, Robert Rounthwaite, Farnaz Jahanbakhsh:
Understanding User Behavior For Document Recommendation. WWW 2020: 3012-3018 - [i10]Xinyi Li, Chia-Jung Lee, Milad Shokouhi, Susan T. Dumais:
Characterizing Reading Time on Enterprise Emails. CoRR abs/2001.00802 (2020) - [i9]Kai Shu, Subhabrata Mukherjee, Guoqing Zheng, Ahmed Hassan Awadallah, Milad Shokouhi, Susan T. Dumais:
Learning with Weak Supervision for Email Intent Detection. CoRR abs/2005.13084 (2020) - [i8]Hamed Zamani, Bhaskar Mitra, Everest Chen, Gord Lueck, Fernando Diaz, Paul N. Bennett, Nick Craswell, Susan T. Dumais:
Analyzing and Learning from User Interactions for Search Clarification. CoRR abs/2006.00166 (2020)
2010 – 2019
- 2019
- [c143]Bahareh Sarrafzadeh, Ahmed Hassan Awadallah, Christopher H. Lin, Chia-Jung Lee, Milad Shokouhi, Susan T. Dumais:
Characterizing and Predicting Email Deferral Behavior. WSDM 2019: 627-635 - [c142]Tarfah Alrashed, Chia-Jung Lee, Peter Bailey, Christopher H. Lin, Milad Shokouhi, Susan T. Dumais:
Evaluating User Actions as a Proxy for Email Significance. WWW 2019: 26-36 - [i7]Bahareh Sarrafzadeh, Ahmed Hassan Awadallah, Christopher H. Lin, Chia-Jung Lee, Milad Shokouhi, Susan T. Dumais:
Characterizing and Predicting Email Deferral Behavior. CoRR abs/1901.04375 (2019) - [i6]Kai Shu, Ahmed Hassan Awadallah, Susan T. Dumais, Huan Liu:
Detecting Fake News with Weak Social Supervision. CoRR abs/1910.11430 (2019) - [i5]Guoqing Zheng, Ahmed Hassan Awadallah, Susan T. Dumais:
Meta Label Correction for Learning with Weak Supervision. CoRR abs/1911.03809 (2019) - 2018
- [j37]Eugene Agichtein, Eric Brill, Susan T. Dumais:
Improving Web Search Ranking by Incorporating User Behavior Information. SIGIR Forum 52(2): 11-18 (2018) - [c141]Tarfah Alrashed, Ahmed Hassan Awadallah, Susan T. Dumais:
The Lifetime of Email Messages: A Large-Scale Analysis of Email Revisitation. CHIIR 2018: 120-129 - [c140]Horatiu S. Bota, Adam Fourney, Susan T. Dumais, Tomasz L. Religa, Robert Rounthwaite:
Characterizing Search Behavior in Productivity Software. CHIIR 2018: 160-169 - [c139]Susan T. Dumais:
Better Together: An Interdisciplinary Perspective on Information Retrieval. CHIIR 2018: 170 - [c138]Qian Zhao, Paul N. Bennett, Adam Fourney, Anne Loomis Thompson, Shane Williams, Adam D. Troy, Susan T. Dumais:
Calendar-Aware Proactive Email Recommendation. SIGIR 2018: 655-664 - [c137]Tobias Schnabel, Paul N. Bennett, Susan T. Dumais, Thorsten Joachims:
Short-Term Satisfaction and Long-Term Coverage: Understanding How Users Tolerate Algorithmic Exploration. WSDM 2018: 513-521 - [r2]Susan T. Dumais:
Faceted Search. Encyclopedia of Database Systems (2nd ed.) 2018 - 2017
- [j36]James Allan, Nicholas J. Belkin, Paul N. Bennett, Jamie Callan, Charles L. A. Clarke, Fernando Diaz, Susan T. Dumais, Nicola Ferro, Donna Harman, Djoerd Hiemstra, Ian Ruthven, Tetsuya Sakai, Mark D. Smucker, Justin Zobel:
Overview of Special Issue. SIGIR Forum 51(2): 1-25 (2017) - [j35]George W. Furnas, Scott C. Deerwester, Susan T. Dumais, Thomas K. Landauer, Richard A. Harshman, Lynn A. Streeter, Karen E. Lochbaum:
Information Retrieval using a Singular Value Decomposition Model of Latent Semantic Structure. SIGIR Forum 51(2): 90-105 (2017) - [j34]Jaime Teevan, Susan T. Dumais, Eric Horvitz:
Personalizing Search via Automated Analysis of Interests and Activities. SIGIR Forum 51(3): 10-17 (2017) - [c136]Horatiu S. Bota, Paul N. Bennett, Ahmed Hassan Awadallah, Susan T. Dumais:
Self-Es: The Role of Emails-to-Self in Personal Information Management. CHIIR 2017: 205-214 - [c135]Kanika Narang, Susan T. Dumais, Nick Craswell, Daniel J. Liebling, Qingyao Ai:
Large-Scale Analysis of Email Search and Organizational Strategies. CHIIR 2017: 215-223 - [c134]Liu Yang, Susan T. Dumais, Paul N. Bennett, Ahmed Hassan Awadallah:
Characterizing and Predicting Enterprise Email Reply Behavior. SIGIR 2017: 235-244 - [c133]Jin Young Kim, Nick Craswell, Susan T. Dumais, Filip Radlinski, Fang Liu:
Understanding and Modeling Success in Email Search. SIGIR 2017: 265-274 - [c132]Qingyao Ai, Susan T. Dumais, Nick Craswell, Daniel J. Liebling:
Characterizing Email Search using Large-scale Behavioral Logs and Surveys. WWW 2017: 1511-1520 - 2016
- [c131]Susan T. Dumais:
Personalized Search: Potential and Pitfalls. CIKM 2016: 689 - [c130]Adam Fourney, Susan T. Dumais:
Automatic Identification and Contextual Reformulation of Implicit System-Related Queries. SIGIR 2016: 761-764 - [c129]Tobias Schnabel, Paul N. Bennett, Susan T. Dumais, Thorsten Joachims:
Using Shortlists to Support Decision Making and Improve Recommender System Performance. WWW 2016: 987-997 - 2015
- [j33]Susan T. Dumais, Edward Cutrell, Jonathan J. Cadiz, Gavin Jancke, Raman Sarin, Daniel C. Robbins:
Stuff I've Seen: A System for Personal Information Retrieval and Re-Use. SIGIR Forum 49(2): 28-35 (2015) - [c128]Susan T. Dumais:
ACM-W Athena Lecture - Large-Scale Behavioral Data: Potential and Pitfalls. CHI Extended Abstracts 2015: 809-811 - [c127]Daan Odijk, Ryen W. White, Ahmed Hassan Awadallah, Susan T. Dumais:
Struggling and Success in Web Search. CIKM 2015: 1551-1560 - [c126]Helen J. Wang, Alexander Moshchuk, Michael Gamon, Shamsi T. Iqbal, Eli T. Brown, Ashish Kapoor, Christopher Meek, Eric Yawei Chen, Yuan Tian, Jaime Teevan, Mary Czerwinski, Susan T. Dumais:
The Activity Platform. HotOS 2015 - [c125]Jayson Turner, Shamsi T. Iqbal, Susan T. Dumais:
Understanding gaze and scrolling strategies in text consumption tasks. UbiComp/ISWC Adjunct 2015: 829-838 - [c124]Miaomiao Wen, Nancy Baym, Omer Tamuz, Jaime Teevan, Susan T. Dumais, Adam Kalai:
OMG UR Funny! Computer-Aided Humor with an Application to Chat. ICCC 2015: 86-93 - [c123]Peter Organisciak, Jaime Teevan, Susan T. Dumais, Robert C. Miller, Adam Tauman Kalai:
Matching and Grokking: Approaches to Personalized Crowdsourcing. IJCAI 2015: 4296-4302 - [i4]Tobias Schnabel, Paul N. Bennett, Susan T. Dumais, Thorsten Joachims:
Using Shortlists to Support Decision Making and Improve Recommender System Performance. CoRR abs/1510.07545 (2015) - 2014
- [j32]Jaime Teevan, Kevyn Collins-Thompson, Ryen W. White, Susan T. Dumais:
Slow search. Commun. ACM 57(8): 36-38 (2014) - [c122]Ahmed Hassan Awadallah, Ryen W. White, Patrick Pantel, Susan T. Dumais, Yi-Min Wang:
Supporting Complex Search Tasks. CIKM 2014: 829-838 - [c121]Peter Organisciak, Jaime Teevan, Susan T. Dumais, Robert C. Miller, Adam Tauman Kalai:
A Crowd of Your Own: Crowdsourcing for On-Demand Personalization. HCOMP 2014: 192-200 - [c120]Daniel J. Liebling, Susan T. Dumais:
Gaze and mouse coordination in everyday work. UbiComp Adjunct 2014: 1141-1150 - [c119]Susan T. Dumais:
Personalized Search: Potential and Pitfalls. NTCIR 2014 - [c118]Susan T. Dumais:
Putting searchers into search. SIGIR 2014: 1-2 - [c117]Avishay Livne, Vivek Gokuladas, Jaime Teevan, Susan T. Dumais, Eytan Adar:
CiteSight: supporting contextual citation recommendation using differential search. SIGIR 2014: 807-816 - [c116]Ahmed Hassan Awadallah, Ryen W. White, Susan T. Dumais, Yi-Min Wang:
Struggling or exploring?: disambiguating long search sessions. WSDM 2014: 53-62 - [c115]Carsten Eickhoff, Jaime Teevan, Ryen White, Susan T. Dumais:
Lessons from the journey: a query log analysis of within-session learning. WSDM 2014: 223-232 - [p2]Susan T. Dumais, Robin Jeffries, Daniel M. Russell, Diane Tang, Jaime Teevan:
Understanding User Behavior Through Log Data and Analysis. Ways of Knowing in HCI 2014: 349-372 - 2013
- [j31]Kira Radinsky, Krysta M. Svore, Susan T. Dumais, Milad Shokouhi, Jaime Teevan, Alex Bocharov, Eric Horvitz:
Behavioral dynamics on the web: Learning, modeling, and prediction. ACM Trans. Inf. Syst. 31(3): 16 (2013) - [c114]Makoto P. Kato, Ryen W. White, Jaime Teevan, Susan T. Dumais:
Clarifications and question specificity in synchronous social Q&A. CHI Extended Abstracts 2013: 913-918 - [c113]Carsten Eickhoff, Kevyn Collins-Thompson, Paul N. Bennett, Susan T. Dumais:
Designing Human-Readable User Profiles for Search Evaluation. ECIR 2013: 701-705 - [c112]Jaime Teevan, Kevyn Collins-Thompson, Ryen W. White, Susan T. Dumais, Yubin Kim:
Slow Search: Information Retrieval without Time Constraints. HCIR 2013: 1:1-1:10 - [c111]Peter Organisciak, Jaime Teevan, Susan T. Dumais, Robert C. Miller, Adam Tauman Kalai:
Personalized Human Computation. HCOMP (Works in Progress / Demos) 2013 - [c110]Sanjay Ram Kairam, Meredith Ringel Morris, Jaime Teevan, Daniel J. Liebling, Susan T. Dumais:
Towards Supporting Search over Trending Events with Social Media. ICWSM 2013 - [c109]Fernando Diaz, Susan T. Dumais, Miles Efron, Kira Radinsky, Maarten de Rijke, Milad Shokouhi:
SIGIR 2013 workshop on time aware information access (#TAIA2013). SIGIR 2013: 1137 - [c108]Carsten Eickhoff, Kevyn Collins-Thompson, Paul N. Bennett, Susan T. Dumais:
Personalizing atypical web search sessions. WSDM 2013: 285-294 - [c107]Kira Radinsky, Fernando Diaz, Susan T. Dumais, Milad Shokouhi, Anlei Dong, Yi Chang:
Temporal web dynamics and its application to information retrieval. WSDM 2013: 781-782 - 2012
- [j30]Fernando Diaz, Susan T. Dumais, Kira Radinsky, Maarten de Rijke, Milad Shokouhi:
#TAIA2012. SIGIR Forum 46(2): 102-106 (2012) - [j29]Marian Dörk, Nathalie Henry Riche, Gonzalo A. Ramos, Susan T. Dumais:
PivotPaths: Strolling through Faceted Information Spaces. IEEE Trans. Vis. Comput. Graph. 18(12): 2709-2718 (2012) - [c106]Michael S. Bernstein, Jaime Teevan, Susan T. Dumais, Daniel J. Liebling, Eric Horvitz:
Direct answers for search queries in the long tail. CHI 2012: 237-246 - [c105]Abdigani Diriye, Ryen White, Georg Buscher, Susan T. Dumais:
Leaving so soon?: understanding and predicting web search abandonment rationales. CIKM 2012: 1025-1034 - [c104]Paul N. Bennett, Ryen W. White, Wei Chu, Susan T. Dumais, Peter Bailey, Fedor Borisyuk, Xiaoyuan Cui:
Modeling the impact of short- and long-term behavior on search personalization. SIGIR 2012: 185-194 - [c103]Eugene Agichtein, Ryen W. White, Susan T. Dumais, Paul N. Bennett:
Search, interrupted: understanding and predicting search task continuation. SIGIR 2012: 315-324 - [c102]Susan T. Dumais:
Putting context into search and search into context. SIGIR 2012: 1021 - [c101]Krysta M. Svore, Jaime Teevan, Susan T. Dumais, Anagha Kulkarni:
Creating temporally dynamic web search snippets. SIGIR 2012: 1045-1046 - [c100]Jin Young Kim, Kevyn Collins-Thompson, Paul N. Bennett, Susan T. Dumais:
Characterizing web content, user interests, and search behavior by reading level and topic. WSDM 2012: 213-222 - [c99]Georg Buscher, Ryen W. White, Susan T. Dumais, Jeff Huang:
Large-scale analysis of individual and task differences in search result page examination strategies. WSDM 2012: 373-382 - [c98]David A. Sontag, Kevyn Collins-Thompson, Paul N. Bennett, Ryen W. White, Susan T. Dumais, Bodo Billerbeck:
Probabilistic models for personalizing web search. WSDM 2012: 433-442 - [c97]Kira Radinsky, Krysta M. Svore, Susan T. Dumais, Jaime Teevan, Alex Bocharov, Eric Horvitz:
Modeling and predicting behavioral dynamics on the web. WWW 2012: 599-608 - [i3]David Azari, Eric Horvitz, Susan T. Dumais, Eric Brill:
Web-Based Question Answering: A Decision-Making Perspective. CoRR abs/1212.2453 (2012) - [i2]Nicholas J. Belkin, Susan T. Dumais, Noriko Kando, Mark Sanderson:
Whole-Session Evaluation of Interactive Information Retrieval Systems (NII Shonan Meeting 2012-7). NII Shonan Meet. Rep. 2012 (2012) - 2011
- [c96]Jeff Huang, Ryen W. White, Susan T. Dumais:
No clicks, no problem: using cursor movements to understand and improve search. CHI 2011: 1225-1234 - [c95]Daniel Ramage, Christopher D. Manning, Susan T. Dumais:
Partially labeled topic models for interpretable text mining. KDD 2011: 457-465 - [c94]Alexander Kotov, Paul N. Bennett, Ryen W. White, Susan T. Dumais, Jaime Teevan:
Modeling and analysis of cross-session search tasks. SIGIR 2011: 5-14 - [c93]Qi Guo, Ryen W. White, Yunqiao Zhang, Blake Anderson, Susan T. Dumais:
Why searchers switch: understanding and predicting engine switching rationales. SIGIR 2011: 335-344 - [c92]Anagha Kulkarni, Jaime Teevan, Krysta M. Svore, Susan T. Dumais:
Understanding temporal query dynamics. WSDM 2011: 167-176 - [c91]Cristian Danescu-Niculescu-Mizil, Michael Gamon, Susan T. Dumais:
Mark my words!: linguistic style accommodation in social media. WWW 2011: 745-754 - [p1]Jaime Teevan, Susan T. Dumais:
Web retrieval, ranking and personalization. Interactive Information Seeking, Behaviour and Retrieval 2011: 189-204 - [i1]Cristian Danescu-Niculescu-Mizil, Michael Gamon, Susan T. Dumais:
Mark My Words! Linguistic Style Accommodation in Social Media. CoRR abs/1105.0673 (2011) - 2010
- [j28]Jaime Teevan, Susan T. Dumais, Eric Horvitz:
Potential for personalization. ACM Trans. Comput. Hum. Interact. 17(1): 4:1-4:31 (2010) - [c90]Jaime Teevan, Susan T. Dumais, Daniel J. Liebling:
A longitudinal study of how highlighting web content change affects people's web interactions. CHI 2010: 1353-1356 - [c89]Susan T. Dumais:
Temporal dynamics and information retrieval. CIKM 2010: 7-8 - [c88]Ryen W. White, Paul N. Bennett, Susan T. Dumais:
Predicting short-term interests using activity-based search context. CIKM 2010: 1009-1018 - [c87]Susan T. Dumais:
Keynote: The Web Changes Everything: Understanding and Supporting People in Dynamic Information Environments. ECDL 2010: 1 - [c86]Daniel Ramage, Susan T. Dumais, Daniel J. Liebling:
Characterizing Microblogs with Topic Models. ICWSM 2010 - [c85]Susan T. Dumais, Georg Buscher, Edward Cutrell:
Individual differences in gaze patterns for web search. IIiX 2010: 185-194 - [c84]Qi Guo, Ryen W. White, Susan T. Dumais, Jue Wang, Blake Anderson:
Predicting query performance using query, result, and user interaction features. RIAO 2010: 198-201 - [c83]Georg Buscher, Susan T. Dumais, Edward Cutrell:
The good, the bad, and the random: an eye-tracking study of ad quality in web search. SIGIR 2010: 42-49 - [c82]Chao Liu, Ryen W. White, Susan T. Dumais:
Understanding web browsing behaviors through Weibull analysis of dwell time. SIGIR 2010: 379-386 - [c81]Ryen W. White, Ashish Kapoor, Susan T. Dumais:
Modeling Long-Term Search Engine Usage. UMAP 2010: 28-39 - [c80]Jonathan L. Elsas, Susan T. Dumais:
Leveraging temporal dynamics of document content in relevance ranking. WSDM 2010: 1-10 - [c79]Paul N. Bennett, Krysta M. Svore, Susan T. Dumais:
Classification-enhanced ranking. WWW 2010: 111-120
2000 – 2009
- 2009
- [j27]Diane Kelly, Susan T. Dumais, Jan O. Pedersen:
Evaluation Challenges and Directions for Information-Seeking Support Systems. Computer 42(3): 60-66 (2009) - [c78]Jacek Gwizdka, Nicholas J. Belkin, Susan T. Dumais, Luanne Freund, Susan Gauch:
Multiple facets of personalization. ASIST 2009: 1-7 - [c77]Paul André, m. c. schraefel, Jaime Teevan, Susan T. Dumais:
Discovery is never by chance: designing for (un)serendipity. Creativity & Cognition 2009: 305-314 - [c76]Eytan Adar, Jaime Teevan, Susan T. Dumais:
Resonance on the web: web dynamics and revisitation patterns. CHI 2009: 1381-1390 - [c75]Paul André, Jaime Teevan, Susan T. Dumais:
From x-rays to silly putty via Uranus: serendipity and its role in web search. CHI 2009: 2033-2036 - [c74]Ryen W. White, Susan T. Dumais:
Characterizing and predicting search engine switching behavior. CIKM 2009: 87-96 - [c73]Marti A. Hearst, Susan T. Dumais:
Blogging Together: An Examination of Group Blogs. ICWSM 2009 - [c72]Susan T. Dumais:
An interdisciplinary perspective on information retrieval. SIGIR 2009: 1-2 - [c71]Jaime Teevan, Susan T. Dumais, Daniel J. Liebling, Richard L. Hughes:
Changing how people view changes on the web. UIST 2009: 237-246 - [c70]Susan T. Dumais:
Thinking Outside the (Search) Box. UMAP 2009: 2 - [c69]Ryen W. White, Susan T. Dumais, Jaime Teevan:
Characterizing the influence of domain expertise on web search behavior. WSDM 2009: 132-141 - [c68]Eytan Adar, Jaime Teevan, Susan T. Dumais, Jonathan L. Elsas:
The web changes everything: understanding the dynamics of web content. WSDM 2009: 282-291 - [r1]Susan T. Dumais:
Faceted Search. Encyclopedia of Database Systems 2009: 1103-1109 - 2008
- [j26]Thomas K. Landauer, Susan T. Dumais:
Latent semantic analysis. Scholarpedia 3(11): 4356 (2008) - [j25]Deborah Barreau, Robert Capra, Susan T. Dumais, William Jones, Manuel A. Pérez-Quiñones:
Introduction to keeping, refinding and sharing personal information. ACM Trans. Inf. Syst. 26(4): 18:1-18:3 (2008) - [c67]Eytan Adar, Jaime Teevan, Susan T. Dumais:
Large scale analysis of web revisitation patterns. CHI 2008: 1197-1206 - [c66]Marti A. Hearst, Matthew Hurst, Susan T. Dumais:
What should blog search look like? SSM 2008: 95-98 - [c65]Doug Downey, Susan T. Dumais, Daniel J. Liebling, Eric Horvitz:
Understanding the relationship between searchers' queries and information goals. CIKM 2008: 449-458 - [c64]Ben Carterette, Paul N. Bennett, David Maxwell Chickering, Susan T. Dumais:
Here or There. ECIR 2008: 16-27 - [c63]Jaime Teevan, Susan T. Dumais, Daniel J. Liebling:
To personalize or not to personalize: modeling queries with variation in user intent. SIGIR 2008: 163-170 - [c62]Ryen W. White, Susan T. Dumais, Jaime Teevan:
How medical expertise influences web search interaction. SIGIR 2008: 791-792 - 2007
- [j24]Jamie Callan, James Allan, Charles L. A. Clarke, Susan T. Dumais, David A. Evans, Mark Sanderson, ChengXiang Zhai:
Meeting of the MINDS: an information retrieval research agenda. SIGIR Forum 41(2): 25-34 (2007) - [c61]Donald Metzler, Susan T. Dumais, Christopher Meek:
Similarity Measures for Short Segments of Text. ECIR 2007: 16-27 - [c60]Mark Sanderson, Susan T. Dumais:
Examining Repetition in User Search Behavior. ECIR 2007: 597-604 - [c59]