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@article{INR-009,
url = {http://dx.doi.org/10.1561/1500000009},
year = {2010},
volume = {4},
journal = {Foundations and Trends in Information Retrieval},
title = {Test Collection Based Evaluation of Information Retrieval Systems},
doi = {10.1561/1500000009},
issn = {1554-0669},
number = {4},
pages = {247-375},
author = {Mark Sanderson}
}
@article{INR-XYZ,
year = {2016},
journal = {Foundations and Trends in Information Retrieval},
title = {Online Evaluation for Information Retrieval},
author = {Katja Hofmann and Lihong Li and Filip Radlinski}
}
@article{kelly2009methods,
title={Methods for evaluating interactive information retrieval systems with users},
author={Kelly, Diane},
journal={Foundations and Trends in Information Retrieval},
volume={3},
number={1—2},
pages={1--224},
year={2009},
publisher={Now Publishers Inc.}
}
%% Recent Trends %%
@inproceedings{Kim2016,
author = {Kim, Jin Young and Teevan, Jaime and Craswell, Nick},
title = {Explicit In Situ User Feedback for Web Search Results},
booktitle = {Proceedings of the 39th International ACM SIGIR Conference on Research and Development in Information Retrieval},
series = {SIGIR '16},
year = {2016},
publisher = {ACM}
}
@inproceedings{Al-Maskari2007,
author = {Al-Maskari, Azzah and Sanderson, Mark and Clough, Paul},
title = {The relationship between IR effectiveness measures and user satisfaction},
booktitle = {Proceedings of the 30th annual international ACM SIGIR},
series = {SIGIR '07},
year = {2007},
isbn = {978-1-59593-597-7},
location = {Amsterdam, The Netherlands},
pages = {773--774},
numpages = {2},
url = {http://doi.acm.org/10.1145/1277741.1277902},
doi = {10.1145/1277741.1277902},
acmid = {1277902},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {IR effectiveness measures, user satisfaction},
}
@inproceedings{Li2009GA,
title = {Good Abandonment in Mobile and PC Internet Search},
author = {Jane Li and Scott Huffman and Akihito Tokuda},
year = 2009,
URL = {http://portal.acm.org/citation.cfm?id=1571941.1571951},
booktitle = {32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval},
pages = {43--50},
address = {2 Penn Plaza, Suite 701, New York 10121-0701}
}
@inproceedings{diriye2012leaving,
title={Leaving so soon?: understanding and predicting web search abandonment rationales},
author={Diriye, Abdigani and White, Ryen and Buscher, Georg and Dumais, Susan},
booktitle={Proceedings of the 21st ACM international conference on Information and knowledge management},
pages={1025--1034},
year={2012},
organization={ACM}
}
%% IR Evaluation
@inproceedings{smucker12stochastic,
author = {Smucker, Mark D. and Clarke, Charles L. A.},
title = {Stochastic Simulation of Time-biased Gain},
booktitle = {Proceedings of the 21st ACM International Conference on Information and Knowledge Management},
series = {CIKM '12},
year = {2012},
isbn = {978-1-4503-1156-4},
location = {Maui, Hawaii, USA},
pages = {2040--2044},
numpages = {5},
url = {http://doi.acm.org/10.1145/2396761.2398568},
doi = {10.1145/2396761.2398568},
acmid = {2398568},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {information retrieval, search evaluation},
}
@article{borlund2003,
address = {New York, NY, USA},
author = {Borlund, Pia},
day = {7},
issn = {1532-2882},
journal = {Journal of the American Society for Information Science and Technology},
month = {May},
number = {10},
pages = {913--925},
posted-at = {2010-11-09 14:48:14},
priority = {2},
publisher = {John Wiley \& Sons, Inc.},
title = {{The concept of relevance in IR}},
volume = {54},
year = {2003}
}
@Article{cleverdon67,
author = {C. W. Cleverdon},
title = {The Cranfield tests on index language devices},
journal = {Aslib},
year = 1967,
volume = 19,
pages = {173--192}
}
@book{cleverdon66,
author = {Cyril W. Cleverdon and Jack Mills and E Michael Keen},
title = {Factors determining the performance of indexing systems; Volume 1: Design},
year = 1966,
publisher = {The College of Aeronautics},
address = {Cranfield}
}
@article{rel-hist-jasis-97,
author = {Stefano Mizzaro},
title = {Relevance: The Whole History},
journal = {Journal of the American Society for Information Science},
volume = {48},
number = {9},
year = {1997},
pages = {810-832},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
@Book{voor:trec05,
editor = "Ellen M. Voorhees and Donna K. Harman",
title = {{TREC}: Experimentation and Evaluation in Information Retrieval},
booktitle = {TREC: Experimentation and Evaluation in
Information Retrieval},
publisher = "MIT Press",
year = 2005
}
@InProceedings{scholer13,
author = "Falk Scholer and Alistair Moffat and Paul Thomas",
title = "Choices in batch information retrieval evaluation",
booktitle = "Proceedings of the Australasian Document Computing Symposium",
year = 2013
}
@techreport{carterette2014overview,
title={Overview of the TREC 2014 session track},
author={Carterette, Ben and Kanoulas, Evangelos and Hall, Mark and Clough, Paul},
year={2014},
institution={DTIC Document}
}
@techreport{yilmaz2015overview,
title={Overview of the TREC 2015 Tasks Track},
author={Yilmaz, Emine and Kanoulas, Evangelos and Verma, Manisha and Carterette, Ben and Craswell, Nick and Mehrotra, Rishabh},
year={2015}
}
@article{saracevic16relevance,
author = {Tefko Saracevic},
title = {The Notion of Relevance in Information Science: Everybody knows what relevance is. But, what is it really?},
journaltitle = {Synthesis Lectures on Information Concepts, Retrieval, and Services},
month = sep,
year = 2016,
volume = {8},
number = {3},
pages = {i--109},
doi = {10.2200/S00723ED1V01Y201607ICR050}
}
@inproceedings{bailey15user,
author = {Peter Bailey and Alistair Moffat and Falk Scholer and Paul Thomas},
title = {User Variability and {IR} System Evaluation},
booktitle = {Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval},
year = 2015,
publisher = {ACM},
address = {New York, NY, USA},
pages = {625--634},
doi = {10.1145/2766462.2767728}
}
@report{TRECimpact,
author = {Brent R Rowe and Dallas W Wood and Albert N Link and Diglio A Simoni},
title = {Economic Impact Assessment of {NIST's} {Text} {REtrieval} {Conference} {(TREC)} Program: Final report},
institution = {RTI International},
month = jul,
year = 2010,
url = {trec.nist.gov/pubs/2010.economic.impact.pdf}
}
%% Counterfactual / Log Study %%
@inproceedings{li2010contextual,
title={A contextual-bandit approach to personalized news article recommendation},
author={Li, Lihong and Chu, Wei and Langford, John and Schapire, Robert E},
booktitle={Proceedings of the 19th international conference on World wide web},
pages={661--670},
year={2010},
organization={ACM}
}
@book{
chuklin2015click,
Author = {Chuklin, Aleksandr and Markov, Ilya and de Rijke, Maarten},
Publisher = {Morgan \& Claypool},
Title = {Click Models for Web Search},
Year = {2015},
Isbn = {9781627056489},
Doi = {10.2200/S00654ED1V01Y201507ICR043}
}
@inproceedings{Li:2015,
author = {Li, Lihong and Kim, Jin Young and Zitouni, Imed},
title = {Toward Predicting the Outcome of an A/B Experiment for Search Relevance},
booktitle = {Proceedings of the Eighth ACM International Conference on Web Search and Data Mining},
series = {WSDM '15},
year = {2015},
isbn = {978-1-4503-3317-7},
location = {Shanghai, China},
pages = {37--46},
numpages = {10},
url = {http://doi.acm.org/10.1145/2684822.2685311},
doi = {10.1145/2684822.2685311},
acmid = {2685311},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {contextual bandits, evaluation, experimentation, information retrieval, web search},
}
@inproceedings{radlinski2006minimally,
title={Minimally invasive randomization for collecting unbiased preferences from clickthrough logs},
author={Radlinski, Filip and Joachims, Thorsten},
booktitle={Proceedings of the National Conference on Artificial Intelligence},
volume={21},
number={2},
pages={1406},
year={2006},
organization={Menlo Park, CA; Cambridge, MA; London; AAAI Press; MIT Press; 1999}
}
%% User Study %%
@inproceedings{Bron:2013,
author = {Bron, Marc and van Gorp, Jasmijn and Nack, Frank and Baltussen, Lotte Belice and de Rijke, Maarten},
title = {Aggregated Search Interface Preferences in Multi-session Search Tasks},
booktitle = {Proceedings of the 36th International ACM SIGIR Conference on Research and Development in Information Retrieval},
series = {SIGIR '13},
year = {2013},
isbn = {978-1-4503-2034-4},
location = {Dublin, Ireland},
pages = {123--132},
numpages = {10},
url = {http://doi.acm.org/10.1145/2484028.2484050},
doi = {10.1145/2484028.2484050},
acmid = {2484050},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {aggregated search, multi-session search tasks, search behavior, search interface preferences},
}
@inproceedings{Liu:2014,
author = {Liu, Chang and Liu, Jingjing and Belkin, Nicholas J.},
title = {Predicting Search Task Difficulty at Different Search Stages},
booktitle = {Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management},
series = {CIKM '14},
year = {2014},
isbn = {978-1-4503-2598-1},
location = {Shanghai, China},
pages = {569--578},
numpages = {10},
url = {http://doi.acm.org/10.1145/2661829.2661939},
doi = {10.1145/2661829.2661939},
acmid = {2661939},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {personalization, search task difficulty, search task difficulty prediction, user searching behavior},
}
@inproceedings{Shah:2011,
author = {Shah, Chirag and Gonz\'{a}lez-Ib\'{a}\~{n}ez, Roberto},
title = {Evaluating the Synergic Effect of Collaboration in Information Seeking},
booktitle = {Proceedings of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval},
series = {SIGIR '11},
year = {2011},
isbn = {978-1-4503-0757-4},
location = {Beijing, China},
pages = {913--922},
numpages = {10},
url = {http://doi.acm.org/10.1145/2009916.2010038},
doi = {10.1145/2009916.2010038},
acmid = {2010038},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {collaborative information seeking, evaluation, synergic effect},
}
@inproceedings{Bailey:2008,
author = {Bailey, Peter and Craswell, Nick and Soboroff, Ian and Thomas, Paul and de Vries, Arjen P. and Yilmaz, Emine},
title = {Relevance Assessment: Are Judges Exchangeable and Does It Matter},
booktitle = {Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval},
series = {SIGIR '08},
year = {2008},
isbn = {978-1-60558-164-4},
location = {Singapore, Singapore},
pages = {667--674},
numpages = {8},
url = {http://doi.acm.org/10.1145/1390334.1390447},
doi = {10.1145/1390334.1390447},
acmid = {1390447},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {inter-rater agreement, test collection relevance judgements},
}
@article{aroyo2013crowd,
title={Crowd Truth: Harnessing disagreement in crowdsourcing a relation extraction gold standard},
author={Aroyo, Lora and Welty, Chris},
journal={WebSci2013. ACM},
volume={2013},
year={2013}
}
@inproceedings{aroyo2013measuring,
title={Measuring crowd truth for medical relation extraction},
author={Aroyo, Lora and Welty, Chris},
booktitle={2013 AAAI Fall Symposium Series},
year={2013}
}
@inproceedings{Venanzi:2014,
author = {Venanzi, Matteo and Guiver, John and Kazai, Gabriella and Kohli, Pushmeet and Shokouhi, Milad},
title = {Community-based Bayesian Aggregation Models for Crowdsourcing},
booktitle = {Proceedings of the 23rd International Conference on World Wide Web},
series = {WWW '14},
year = {2014},
isbn = {978-1-4503-2744-2},
location = {Seoul, Korea},
pages = {155--164},
numpages = {10},
url = {http://doi.acm.org/10.1145/2566486.2567989},
doi = {10.1145/2566486.2567989},
acmid = {2567989},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {bayesian inference, community detection, crowdsourcing},
}
@inproceedings{al2010evaluating,
title={Evaluating the effectiveness of visual summaries for web search},
author={Al-Maqbali, Hilal and Scholer, Falk and Thom, J and Wu, Mingfang},
booktitle={17th Australasian Document Computing Symposium},
year={2010},
organization={RMIT Press}
}
@inproceedings{hamid2010criteria,
title={Criteria that have an effect on users while making image relevance judgments},
author={Hamid, Rahayu A and Thom, James A},
booktitle={Proceedings of the fifteenth Australasian document computing symposium, Melbourne},
pages={76--83},
year={2010}
}
@inproceedings{Damessie:2016:ITD:3015022.3015033,
author = {Damessie, Tadele T. and Scholer, Falk and Culpepper, J. Shane},
title = {The Influence of Topic Difficulty, Relevance Level, and Document Ordering on Relevance Judging},
booktitle = {Proceedings of the 21st Australasian Document Computing Symposium},
series = {ADCS '16},
year = {2016},
isbn = {978-1-4503-4865-2},
location = {Caulfield, VIC, Australia},
pages = {41--48},
numpages = {8},
url = {http://doi.acm.org/10.1145/3015022.3015033},
doi = {10.1145/3015022.3015033},
acmid = {3015033},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {dwell time, order effects, query difficulty, user studies},
}
@article{Maddalena:2017:CRM:3026478.3002172,
author = {Maddalena, Eddy and Mizzaro, Stefano and Scholer, Falk and Turpin, Andrew},
title = {On Crowdsourcing Relevance Magnitudes for Information Retrieval Evaluation},
journal = {ACM Trans. Inf. Syst.},
issue_date = {January 2017},
volume = {35},
number = {3},
month = jan,
year = {2017},
issn = {1046-8188},
pages = {19:1--19:32},
articleno = {19},
numpages = {32},
url = {http://doi.acm.org/10.1145/3002172},
doi = {10.1145/3002172},
acmid = {3002172},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {Magnitude estimation, evaluation, relevance, relevance assessments},
}
@inproceedings{mcdonnell2016relevant,
title={Why Is That Relevant? Collecting Annotator Rationales for Relevance Judgments},
author={McDonnell, Tyler and Lease, Matthew and Elsayad, Tamer and Kutlu, Mucahid},
booktitle={Proceedings of the 4th AAAI Conference on Human Computation and Crowdsourcing (HCOMP)},
year={2016}
}
@Article{Kazai2012,
author="Kazai, Gabriella
and Kamps, Jaap
and Milic-Frayling, Natasa",
title="An analysis of human factors and label accuracy in crowdsourcing relevance judgments",
journal="Information Retrieval",
year="2012",
volume="16",
number="2",
pages="138--178",
issn="1573-7659",
doi="10.1007/s10791-012-9205-0",
url="http://dx.doi.org/10.1007/s10791-012-9205-0"
}
@Article{Alonso2012,
author="Alonso, Omar",
title="Implementing crowdsourcing-based relevance experimentation: an industrial perspective",
journal="Information Retrieval",
year="2012",
volume="16",
number="2",
pages="101--120",
issn="1573-7659",
doi="10.1007/s10791-012-9204-1",
url="http://dx.doi.org/10.1007/s10791-012-9204-1"
}
@article{Alonso20121053,
title = "Using crowdsourcing for \{TREC\} relevance assessment ",
journal = "Information Processing \{and\} Management ",
volume = "48",
number = "6",
pages = "1053 - 1066",
year = "2012",
note = "",
issn = "0306-4573",
doi = "http://dx.doi.org/10.1016/j.ipm.2012.01.004",
url = "http://www.sciencedirect.com/science/article/pii/S0306457312000052",
author = "Omar Alonso and Stefano Mizzaro",
keywords = "\{IR\} evaluation",
keywords = "Test collections",
keywords = "Relevance assessment",
keywords = "Crowdsourcing",
keywords = "TREC",
keywords = "Amazon Mechanical Turk",
keywords = "Experimental design "
}
@inproceedings{Alonso:2015,
author = {Alonso, Omar and Marshall, Catherine C. and Najork, Marc},
title = {Debugging a Crowdsourced Task with Low Inter-Rater Agreement},
booktitle = {Proceedings of the 15th ACM/IEEE-CS Joint Conference on Digital Libraries},
series = {JCDL '15},
year = {2015},
isbn = {978-1-4503-3594-2},
location = {Knoxville, Tennessee, USA},
pages = {101--110},
numpages = {10},
url = {http://doi.acm.org/10.1145/2756406.2757741},
doi = {10.1145/2756406.2757741},
acmid = {2757741},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {captchas, crowdsourcing, debugging, inter-rater agreement, labeling, relevance judgment, worker reliability},
}
@inproceedings{Kazai:2016,
author = {Kazai, Gabriella and Zitouni, Imed},
title = {Quality Management in Crowdsourcing Using Gold Judges Behavior},
booktitle = {Proceedings of the Ninth ACM International Conference on Web Search and Data Mining},
series = {WSDM '16},
year = {2016},
isbn = {978-1-4503-3716-8},
location = {San Francisco, California, USA},
pages = {267--276},
numpages = {10},
url = {http://doi.acm.org/10.1145/2835776.2835835},
doi = {10.1145/2835776.2835835},
acmid = {2835835},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {experimentation, measurement},
}
@inproceedings{Eickhoff:2012,
author = {Eickhoff, Carsten and Harris, Christopher G. and de Vries, Arjen P. and Srinivasan, Padmini},
title = {Quality Through Flow and Immersion: Gamifying Crowdsourced Relevance Assessments},
booktitle = {Proceedings of the 35th International ACM SIGIR Conference on Research and Development in Information Retrieval},
series = {SIGIR '12},
year = {2012},
isbn = {978-1-4503-1472-5},
location = {Portland, Oregon, USA},
pages = {871--880},
numpages = {10},
url = {http://doi.acm.org/10.1145/2348283.2348400},
doi = {10.1145/2348283.2348400},
acmid = {2348400},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {clustering, crowdsourcing, gamification, relevance assessments, serious games},
}
@inproceedings{Megorskaya2015,
author = {Megorskaya, Olga and Kukushkin, Vladimir and Serdyukov, Pavel},
title = {On the Relation Between Assessor's Agreement and Accuracy in Gamified Relevance Assessment},
booktitle = {Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval},
series = {SIGIR '15},
year = {2015},
isbn = {978-1-4503-3621-5},
location = {Santiago, Chile},
pages = {605--614},
numpages = {10},
url = {http://doi.acm.org/10.1145/2766462.2767727},
doi = {10.1145/2766462.2767727},
acmid = {2767727},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {agreement vs. accuracy, judgments collection workflow, relevance labels},
}
@inproceedings{Davtyan2015,
author = {Davtyan, Martin and Eickhoff, Carsten and Hofmann, Thomas},
title = {Exploiting Document Content for Efficient Aggregation of Crowdsourcing Votes},
booktitle = {Proceedings of the 24th ACM International on Conference on Information and Knowledge Management},
series = {CIKM '15},
year = {2015},
isbn = {978-1-4503-3794-6},
location = {Melbourne, Australia},
pages = {783--790},
numpages = {8},
url = {http://doi.acm.org/10.1145/2806416.2806460},
doi = {10.1145/2806416.2806460},
acmid = {2806460},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {clustering hypothesis, crowdsourcing, relevance assessment},
}
@inproceedings{Rokicki:2014,
author = {Rokicki, Markus and Chelaru, Sergiu and Zerr, Sergej and Siersdorfer, Stefan},
title = {Competitive Game Designs for Improving the Cost Effectiveness of Crowdsourcing},
booktitle = {Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management},
series = {CIKM '14},
year = {2014},
isbn = {978-1-4503-2598-1},
location = {Shanghai, China},
pages = {1469--1478},
numpages = {10},
url = {http://doi.acm.org/10.1145/2661829.2661946},
doi = {10.1145/2661829.2661946},
acmid = {2661946},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {competitions, crowdsourcing, lotteries, reward schemes},
}
@inproceedings{Blanco:2011,
author = {Blanco, Roi and Halpin, Harry and Herzig, Daniel M. and Mika, Peter and Pound, Jeffrey and Thompson, Henry S. and Tran Duc, Thanh},
title = {Repeatable and Reliable Search System Evaluation Using Crowdsourcing},
booktitle = {Proceedings of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval},
series = {SIGIR '11},
year = {2011},
isbn = {978-1-4503-0757-4},
location = {Beijing, China},
pages = {923--932},
numpages = {10},
url = {http://doi.acm.org/10.1145/2009916.2010039},
doi = {10.1145/2009916.2010039},
acmid = {2010039},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {crowdsourcing, evaluation, retrieval, search engines},
}
%%% Search Task Collection %%%
@inproceedings{Baeza-Yates:2015,
author = {Baeza-Yates, Ricardo},
title = {Incremental Sampling of Query Logs},
booktitle = {Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval},
series = {SIGIR '15},
year = {2015},
isbn = {978-1-4503-3621-5},
location = {Santiago, Chile},
pages = {1093--1096},
numpages = {4},
url = {http://doi.acm.org/10.1145/2766462.2776780},
doi = {10.1145/2766462.2776780},
acmid = {2776780},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {editorial judgments, query logs, sampling},
}
@article{Borlund:2003,
author = {Borlund, Pia},
journal = {Information Research},
keywords = {evaluation, information-exploration},
number = {3},
posted-at = {2008-09-18 19:47:14},
priority = {2},
title = {{The IIR evaluation model: a framework for evaluation of interactive information retrieval systems}},
url = {http://informationr.net/ir/8-3/paper152.html},
volume = {8},
year = {2003}
}
@inproceedings{Belkin:2015:SAL,
author = {Belkin, Nicholas J.},
title = {Salton Award Lecture: People, Interacting with Information},
booktitle = {Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval},
series = {SIGIR '15},
year = {2015},
isbn = {978-1-4503-3621-5},
location = {Santiago, Chile},
pages = {1--2},
numpages = {2},
url = {http://doi.acm.org/10.1145/2766462.2767854},
doi = {10.1145/2766462.2767854},
acmid = {2767854},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {information behavior, interactive information retrieval},
}
@inproceedings{Kelly:2015,
author = {Kelly, Diane and Arguello, Jaime and Edwards, Ashlee and Wu, Wan-ching},
title = {Development and Evaluation of Search Tasks for IIR Experiments Using a Cognitive Complexity Framework},
booktitle = {Proceedings of the 2015 International Conference on The Theory of Information Retrieval},
series = {ICTIR '15},
year = {2015},
isbn = {978-1-4503-3833-2},
location = {Northampton, Massachusetts, USA},
pages = {101--110},
numpages = {10},
url = {http://doi.acm.org/10.1145/2808194.2809465},
doi = {10.1145/2808194.2809465},
acmid = {2809465},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {interactive ir, search behavior, search tasks, user studies},
}
@inproceedings{Edwards:2016,
author = {Edwards, Ashlee and Kelly, Diane},
title = {How Does Interest in a Work Task Impact Search Behavior and Engagement?},
booktitle = {Proceedings of the 2016 ACM on Conference on Human Information Interaction and Retrieval},
series = {CHIIR '16},
year = {2016},
isbn = {978-1-4503-3751-9},
location = {Carrboro, North Carolina, USA},
pages = {249--252},
numpages = {4},
url = {http://doi.acm.org/10.1145/2854946.2855000},
doi = {10.1145/2854946.2855000},
acmid = {2855000},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {assigned search tasks, engagement, iir experiments, interest},
}
@inproceedings{Zaragoza:2010,
author = {Zaragoza, Hugo and Cambazoglu, B. Barla and Baeza-Yates, Ricardo},
title = {Web Search Solved?: All Result Rankings the Same?},
booktitle = {Proceedings of the 19th ACM International Conference on Information and Knowledge Management},
series = {CIKM '10},
year = {2010},
isbn = {978-1-4503-0099-5},
location = {Toronto, ON, Canada},
pages = {529--538},
numpages = {10},
url = {http://doi.acm.org/10.1145/1871437.1871507},
doi = {10.1145/1871437.1871507},
acmid = {1871507},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {editorial judgments, relevance, web search evaluation},
}
@inproceedings{Bailey:2015:UVI,
author = {Bailey, Peter and Moffat, Alistair and Scholer, Falk and Thomas, Paul},
title = {User Variability and IR System Evaluation},
booktitle = {Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval},
series = {SIGIR '15},
year = {2015},
isbn = {978-1-4503-3621-5},
location = {Santiago, Chile},
pages = {625--634},
numpages = {10},
url = {http://doi.acm.org/10.1145/2766462.2767728},
doi = {10.1145/2766462.2767728},
acmid = {2767728},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {relevance measures, test collections, user behavior},
}
@inproceedings{Yilmaz:2014:EID,
author = {Yilmaz, Emine and Kanoulas, Evangelos and Craswell, Nick},
title = {Effect of Intent Descriptions on Retrieval Evaluation},
booktitle = {Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management},
series = {CIKM '14},
year = {2014},
isbn = {978-1-4503-2598-1},
location = {Shanghai, China},
pages = {599--608},
numpages = {10},
url = {http://doi.acm.org/10.1145/2661829.2661950},
doi = {10.1145/2661829.2661950},
acmid = {2661950},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {evaluation, mixed-effects model, query intents, test collections},
}
%%% Judge Selection %%%
@inproceedings{Chouldechova:2013,
author = {Chouldechova, Alexandra and Mease, David},
title = {Differences in Search Engine Evaluations Between Query Owners and Non-owners},
booktitle = {Proceedings of the Sixth ACM International Conference on Web Search and Data Mining},
series = {WSDM '13},
year = {2013},
isbn = {978-1-4503-1869-3},
location = {Rome, Italy},
pages = {103--112},
numpages = {10},
url = {http://doi.acm.org/10.1145/2433396.2433411},
doi = {10.1145/2433396.2433411},
acmid = {2433411},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {evaluation, experiment design, search engines, user queries},
}
@inproceedings{Moraveji:2011,
author = {Moraveji, Neema and Russell, Daniel and Bien, Jacob and Mease, David},
title = {Measuring Improvement in User Search Performance Resulting from Optimal Search Tips},
booktitle = {Proceedings of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval},
series = {SIGIR '11},
year = {2011},
isbn = {978-1-4503-0757-4},
location = {Beijing, China},
pages = {355--364},
numpages = {10},
url = {http://doi.acm.org/10.1145/2009916.2009966},
doi = {10.1145/2009916.2009966},
acmid = {2009966},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {assistance, effectiveness measures, efficiency, experimental design, expertise, query reformulation, search interface, suggestions, tactics, tips, user studies},
}
@inproceedings{Kazai:2013,
author = {Kazai, Gabriella and Yilmaz, Emine and Craswell, Nick and Tahaghoghi, S.M.M.},
title = {User Intent and Assessor Disagreement in Web Search Evaluation},
booktitle = {Proceedings of the 22Nd ACM International Conference on Information \& Knowledge Management},
series = {CIKM '13},
year = {2013},
isbn = {978-1-4503-2263-8},
location = {San Francisco, California, USA},
pages = {699--708},
numpages = {10},
url = {http://doi.acm.org/10.1145/2505515.2505716},
doi = {10.1145/2505515.2505716},
acmid = {2505716},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {click evidence, crowd vs editorial judges, single vs pairwise judging, user intent},
}
%% Judging Unit %%%
@inproceedings{Golbus:2014:CDR,
author = {Golbus, Peter B. and Zitouni, Imed and Kim, Jin Young and Hassan, Ahmed and Diaz, Fernando},
title = {Contextual and Dimensional Relevance Judgments for Reusable SERP-level Evaluation},
booktitle = {Proceedings of the 23rd International Conference on World Wide Web},
series = {WWW '14},
year = {2014},
isbn = {978-1-4503-2744-2},
location = {Seoul, Korea},
pages = {131--142},
numpages = {12},
url = {http://doi.acm.org/10.1145/2566486.2568015},
doi = {10.1145/2566486.2568015},
acmid = {2568015},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {contextual relevance, evaluation, reusability},
}
@inproceedings{Arguello:2011,
author = {Arguello, Jaime and Diaz, Fernando and Callan, Jamie and Carterette, Ben},
title = {A Methodology for Evaluating Aggregated Search Results},
booktitle = {Proceedings of the 33rd European Conference on Advances in Information Retrieval},
series = {ECIR'11},
year = {2011},
isbn = {978-3-642-20160-8},
location = {Dublin, Ireland},
pages = {141--152},
numpages = {12},
url = {http://dl.acm.org/citation.cfm?id=1996889.1996909},
acmid = {1996909},
publisher = {Springer-Verlag},
address = {Berlin, Heidelberg},
}
@inproceedings{Xu:2009,
author = {Xu, Ya and Mease, David},
title = {Evaluating Web Search Using Task Completion Time},
booktitle = {Proceedings of the 32Nd International ACM SIGIR Conference on Research and Development in Information Retrieval},
series = {SIGIR '09},
year = {2009},
isbn = {978-1-60558-483-6},
location = {Boston, MA, USA},
pages = {676--677},
numpages = {2},
url = {http://doi.acm.org/10.1145/1571941.1572073},
doi = {10.1145/1571941.1572073},
acmid = {1572073},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {evaluation metrics, experiment design, interactive ir and visualization, question answering},
}
@inproceedings{Bailey2010,
author = {Bailey, Peter and Craswell, Nick and White, Ryen W. and Chen, Liwei and Satyanarayana, Ashwin and Tahaghoghi, S. M.M.},
title = {Evaluating search systems using result page context},
booktitle = {Proceedings of the third symposium on Information interaction in context},
series = {IIiX '10},
year = {2010},
isbn = {978-1-4503-0247-0},
location = {New Brunswick, New Jersey, USA},
pages = {105--114},
numpages = {10},
url = {http://doi.acm.org/10.1145/1840784.1840801},
doi = {10.1145/1840784.1840801},
acmid = {1840801},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {evaluation, measurement, web search relevance},
}
@inproceedings{CarteretteBCD08,
author = {Ben Carterette and
Paul N. Bennett and
David Maxwell Chickering and
Susan T. Dumais},
title = {Here or There},
booktitle = {ECIR},
year = {2008},
pages = {16-27},
crossref = {DBLP:conf/ecir/2008},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
@inproceedings{Sanderson2010,
author = {Sanderson, Mark and Paramita, Monica Lestari and Clough, Paul and Kanoulas, Evangelos},
title = {Do user preferences and evaluation measures line up?},
booktitle = {Proceedings of the 33rd international ACM SIGIR},
series = {SIGIR '10},
year = {2010},
isbn = {978-1-4503-0153-4},
location = {Geneva, Switzerland},
pages = {555--562},
numpages = {8},
doi = {10.1145/1835449.1835542},
acmid = {1835542},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {evaluation measures, mechanical turk, user experiment},
}
@inproceedings{Radlinski:2008,
author = {Radlinski, Filip and Kurup, Madhu and Joachims, Thorsten},
title = {How Does Clickthrough Data Reflect Retrieval Quality?},
booktitle = {Proceedings of the 17th ACM Conference on Information and Knowledge Management},
series = {CIKM '08},
year = {2008},
isbn = {978-1-59593-991-3},
location = {Napa Valley, California, USA},
pages = {43--52},
numpages = {10},
url = {http://doi.acm.org/10.1145/1458082.1458092},
doi = {10.1145/1458082.1458092},
acmid = {1458092},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {clickthrough data, expert judgments, implicit feedback, retrieval evaluation},
}
@inproceedings{Thomas2006,
author = {Thomas, Paul and Hawking, David},
title = {Evaluation by comparing result sets in context},
booktitle = {Proceedings of the 15th ACM CIKM},
series = {CIKM '06},
year = {2006},
isbn = {1-59593-433-2},
location = {Arlington, Virginia, USA},
pages = {94--101},
numpages = {8},
doi = {10.1145/1183614.1183632},
acmid = {1183632},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {embedded comparisons, evaluation},
}
@inproceedings{Chandar2013,
author = {Chandar, Praveen and Carterette, Ben},
title = {Preference Based Evaluation Measures for Novelty and Diversity},
booktitle = {Proceedings of the 36th International ACM SIGIR Conference on Research and Development in Information Retrieval},
series = {SIGIR '13},
year = {2013},
isbn = {978-1-4503-2034-4},
location = {Dublin, Ireland},
pages = {413--422},
numpages = {10},
url = {http://doi.acm.org/10.1145/2484028.2484094},
doi = {10.1145/2484028.2484094},
acmid = {2484094},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {evaluation, novelty and diversity},
}
@inproceedings{Kim:2013,
author = {Kim, Jinyoung and Kazai, Gabriella and Zitouni, Imed},
title = {Relevance Dimensions in Preference-based IR Evaluation},
booktitle = {Proceedings of the 36th International ACM SIGIR Conference on Research and Development in Information Retrieval},
series = {SIGIR '13},
year = {2013},
isbn = {978-1-4503-2034-4},
location = {Dublin, Ireland},
pages = {913--916},
numpages = {4},
url = {http://doi.acm.org/10.1145/2484028.2484168},
doi = {10.1145/2484028.2484168},
acmid = {2484168},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {diversity, relevance criteria, user preferences},
}
@inproceedings{HassanAwadallah:2014,
author = {Hassan Awadallah, Ahmed and Zitouni, Imed},
title = {Machine-Assisted Search Preference Evaluation},
booktitle = {Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management},
series = {CIKM '14},
year = {2014},
isbn = {978-1-4503-2598-1},
location = {Shanghai, China},
pages = {51--60},
numpages = {10},
url = {http://doi.acm.org/10.1145/2661829.2661913},
doi = {10.1145/2661829.2661913},