The 35th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '12, Portland, OR, USA, August 12-16, 2012

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The 35th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '12, Portland, OR, USA, August 12-16, 2012

William R. Hersh, Jamie Callan, Yoelle Maarek, Mark Sanderson (Editors)

Anthology ID:: 2012.sigirconf_conference-2012
Year:: 2012
Venue:: sigirconf_conference
Publisher:: ACM
URL:: https://doi.org/10.1145/2348283
DOI:: 10.1145/2348283
DBLP:: conf/sigir/2012
BibTeX:: Download

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The 35th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '12, Portland, OR, USA, August 12-16, 2012

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Salton award lecture: information retrieval as engineering science
Norbert Fuhr

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Retrieving information from the book of humanity: the personalized medicine data tsunami crashes on the beach of jeopardy
Daniel R. Masys

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Adaptive query suggestion for difficult queries
Yang Liu | Ruihua Song | Yu Chen | Jian-Yun Nie | Ji-Rong Wen

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Learning to suggest: a machine learning framework for ranking query suggestions
Umut Ozertem | Olivier Chapelle | Pinar Donmez | Emre Velipasaoglu

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Privacy-aware image classification and search
Sergej Zerr | Stefan Siersdorfer | Jonathon S. Hare | Elena Demidova

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Manhattan hashing for large-scale image retrieval
Weihao Kong | Wu-Jun Li | Minyi Guo

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Boosting multi-kernel locality-sensitive hashing for scalable image retrieval
Hao Xia | Pengcheng Wu | Steven C. H. Hoi | Rong Jin

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Diversity by proportionality: an election-based approach to search result diversification
Van Dang | W. Bruce Croft

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Explicit relevance models in intent-oriented information retrieval diversification
Saul Vargas | Pablo Castells | David Vallet

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Time-based calibration of effectiveness measures
Mark D. Smucker | Charles L. A. Clarke

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Time drives interaction: simulating sessions in diverse searching environments
Feza Baskaya | Heikki Keskustalo | Kalervo Järvelin

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Evaluating aggregated search pages
Ke Zhou | Ronan Cummins | Mounia Lalmas | Joemon M. Jose

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Combining inverted indices and structured search for ad-hoc object retrieval
Alberto Tonon | Gianluca Demartini | Philippe Cudré-Mauroux

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Retrieving similar discussion forum threads: a structure based approach
Amit Singh | Deepak P | Dinesh Raghu

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Summarizing highly structured documents for effective search interaction
Lanbo Zhang | Yi Zhang | Yunfei Chen

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Increasing temporal diversity with purchase intervals
Gang Zhao | Mong-Li Lee | Wynne Hsu | Wei Chen

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Adaptive diversification of recommendation results via latent factor portfolio
Yue Shi | Xiaoxue Zhao | Jun Wang | Martha A. Larson | Alan Hanjalic

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Improving searcher models using mouse cursor activity
Jeff Huang | Ryen W. White | Georg Buscher | Kuansan Wang

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Personalization of search results using interaction behaviors in search sessions
Chang Liu | Nicholas J. Belkin | Michael J. Cole

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User evaluation of query quality
Wan-Ching Wu | Diane Kelly | Kun Huang

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Efficient in-memory top-k document retrieval
J. Shane Culpepper | Matthias Petri | Falk Scholer

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Index maintenance for time-travel text search
Avishek Anand | Srikanta J. Bedathur | Klaus Berberich | Ralf Schenkel

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Optimizing positional index structures for versioned document collections
Jinru He | Torsten Suel

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To index or not to index: time-space trade-offs in search engines with positional ranking functions
Diego Arroyuelo | Senén González | Mauricio Marín | Mauricio Oyarzún | Torsten Suel

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Studies of the onset and persistence of medical concerns in search logs
Ryen W. White | Eric Horvitz

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A semi-supervised approach to modeling web search satisfaction
Ahmed Hassan

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Social annotations: utility and prediction modeling
Patrick Pantel | Michael Gamon | Omar Alonso | Kevin Haas

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An exploration of ranking heuristics in mobile local search
Yuanhua Lv | Dimitrios Lymberopoulos | Qiang Wu

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Search, interrupted: understanding and predicting search task continuation
Eugene Agichtein | Ryen W. White | Susan T. Dumais | Paul N. Bennett

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Language intent models for inferring user browsing behavior
Manos Tsagkias | Roi Blanco

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Efficient query recommendations in the long tail via center-piece subgraphs
Francesco Bonchi | Raffaele Perego | Fabrizio Silvestri | Hossein Vahabi | Rossano Venturini

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Supporting efficient top-k queries in type-ahead search
Guoliang Li | Jiannan Wang | Chen Li | Jianhua Feng

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SimFusion+: extending simfusion towards efficient estimation on large and dynamic networks
Weiren Yu | Xuemin Lin | Wenjie Zhang | Ying Zhang | Jiajin Le

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Group matrix factorization for scalable topic modeling
Quan Wang | Zheng Cao | Jun Xu | Hang Li

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Detecting quilted web pages at scale
Marc Najork

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Learning hash codes for efficient content reuse detection
Qi Zhang | Yan Wu | Zhuoye Ding | Xuanjing Huang

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Task complexity, vertical display and user interaction in aggregated search
Jaime Arguello | Wan-Ching Wu | Diane Kelly | Ashlee Edwards

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Image ranking based on user browsing behavior
Michele Trevisiol | Luca Chiarandini | Luca Maria Aiello | Alejandro Jaimes

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Modeling concept dynamics for large scale music search
Jialie Shen | HweeHwa Pang | Meng Wang | Shuicheng Yan

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Finding translations in scanned book collections
Ismet Zeki Yalniz | R. Manmatha

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Predicting the ratings of multimedia items for making personalized recommendations
Rani Qumsiyeh | Yiu-Kai Ng

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Personalized click shaping through lagrangian duality for online recommendation
Deepak Agarwal | Bee-Chung Chen | Pradheep Elango | Xuanhui Wang

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What reviews are satisfactory: novel features for automatic helpfulness voting
Yu Hong | Jun Lu | Jian-Min Yao | Qiaoming Zhu | Guodong Zhou

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Automatic refinement of patent queries using concept importance predictors
Parvaz Mahdabi | Linda Andersson | Mostafa Keikha | Fabio Crestani

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Automatic term mismatch diagnosis for selective query expansion
Le Zhao | Jamie Callan

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Generating reformulation trees for complex queries
Xiaobing Xue | W. Bruce Croft

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Proximity-based rocchio's model for pseudo relevance
Jun Miao | Jimmy Xiangji Huang | Zheng Ye

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Modeling user posting behavior on social media
Zhiheng Xu | Yang Zhang | Yao Wu | Qing Yang

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Friend or frenemy?: predicting signed ties in social networks
Shuang-Hong Yang | Alexander J. Smola | Bo Long | Hongyuan Zha | Yi Chang

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Social-network analysis using topic models
Youngchul Cha | Junghoo Cho

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Cognos: crowdsourcing search for topic experts in microblogs
Saptarshi Ghosh | Naveen Kumar Sharma | Fabrício Benevenuto | Niloy Ganguly | P. Krishna Gummadi

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Automatic suggestion of query-rewrite rules for enterprise search
Zhuowei Bao | Benny Kimelfeld | Yunyao Li

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Time-sensitive query auto-completion
Milad Shokouhi | Kira Radinsky

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A generalized hidden Markov model with discriminative training for query spelling correction
Yanen Li | Huizhong Duan | ChengXiang Zhai

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Learning to predict response times for online query scheduling
Craig Macdonald | Nicola Tonellotto | Iadh Ounis

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Prefetching query results and its impact on search engines
Simon Jonassen | Berkant Barla Cambazoglu | Fabrizio Silvestri

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Online result cache invalidation for real-time web search
Xiao Bai | Flavio Paiva Junqueira

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Learning to rank social update streams
Liangjie Hong | Ron Bekkerman | Joseph Adler | Brian D. Davison

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Exploring social influence for recommendation: a generative model approach
Mao Ye | Xingjie Liu | Wang-Chien Lee

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See-to-retrieve: efficient processing of spatio-visual keyword queries
Chao Zhang | Lidan Shou | Ke Chen | Gang Chen

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Placing images on the world map: a microblog-based enrichment approach
Claudia Hauff | Geert-Jan Houben

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Where is who: large-scale photo retrieval by facial attributes and canvas layout
Yu-Heng Lei | Yan-Ying Chen | Bor-Chun Chen | Lime Iida | Winston H. Hsu

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Mining the web for points of interest
Adam Rae | Vanessa Murdock | Adrian Popescu | Hugues Bouchard

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Adaptive context features for toponym resolution in streaming news
Michael D. Lieberman | Hanan Samet

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Structural relationships for large-scale learning of answer re-ranking
Aliaksei Severyn | Alessandro Moschitti

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Top-k learning to rank: labeling, ranking and evaluation
Shuzi Niu | Jiafeng Guo | Yanyan Lan | Xueqi Cheng

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Robust ranking models via risk-sensitive optimization
Lidan Wang | Paul N. Bennett | Kevyn Collins-Thompson

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Dual role model for question recommendation in community question answering
Fei Xu | Zongcheng Ji | Bin Wang

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Vote calibration in community question-answering systems
Bee-Chung Chen | Anirban Dasgupta | Xuanhui Wang | Jie Yang

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Category hierarchy maintenance: a data-driven approach
Quan Yuan | Gao Cong | Aixin Sun | Chin-Yew Lin | Nadia Magnenat-Thalmann

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When web search fails, searchers become askers: understanding the transition
Qiaoling Liu | Eugene Agichtein | Gideon Dror | Yoelle Maarek | Idan Szpektor

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Content-based retrieval for heterogeneous domains: domain adaptation by relative aggregation points
Makoto P. Kato | Hiroaki Ohshima | Katsumi Tanaka

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Mixture model with multiple centralized retrieval algorithms for result merging in federated search
Dzung Hong | Luo Si

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Reactive index replication for distributed search engines
Flavio Paiva Junqueira | Vincent Leroy | Matthieu Morel

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Personalized diversification of search results
David Vallet | Pablo Castells

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Combining implicit and explicit topic representations for result diversification
Jiyin He | Vera Hollink | Arjen P. de Vries

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Using preference judgments for novel document retrieval
Praveen Chandar | Ben Carterette

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Quality through flow and immersion: gamifying crowdsourced relevance assessments
Carsten Eickhoff | Christopher G. Harris | Arjen P. de Vries | Padmini Srinivasan

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An IR-based evaluation framework for web search query segmentation
Rishiraj Saha Roy | Niloy Ganguly | Monojit Choudhury | Srivatsan Laxman

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On per-topic variance in IR evaluation
Stephen E. Robertson | Evangelos Kanoulas

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An uncertainty-aware query selection model for evaluation of IR systems
Mehdi Hosseini | Ingemar J. Cox | Natasa Milic-Frayling | Milad Shokouhi | Emine Yilmaz

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Improving retrieval of short texts through document expansion
Miles Efron | Peter Organisciak | Katrina Fenlon

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Extending BM25 with multiple query operators
Roi Blanco | Paolo Boldi

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Rhetorical relations for information retrieval
Christina Lioma | Birger Larsen | Wei Lu

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Modeling higher-order term dependencies in information retrieval using query hypergraphs
Michael Bendersky | W. Bruce Croft

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Confidence-aware graph regularization with heterogeneous pairwise features
Yuan Fang | Bo-June Paul Hsu | Kevin Chen-Chuan Chang

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A utility-theoretic ranking method for semi-automated text classification
Giacomo Berardi | Andrea Esuli | Fabrizio Sebastiani

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Improving tweet stream classification by detecting changes in word probability
Kyosuke Nishida | Takahide Hoshide | Ko Fujimura

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Predicting quality flaws in user-generated content: the case of wikipedia
Maik Anderka | Benno Stein | Nedim Lipka

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A knowledge-based approach for summarising opinions
Marco Bonzanini

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Adaptive IR for exploratory search support
Daniel T. J. Backhausen

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Adversarial content manipulation effects
Fiana Raiber

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Building reputation and trust using federated search and opinion mining
Somayeh Khatiban

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Enhancing knowledge base with knowledge transfer
Si-Chi Chin

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Improving e-discovery using information retrieval
Kripabandhu Ghosh

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Opinion influence and diffusion in social network
Dehong Gao

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Relevance as a subjective and situational multidimensional concept
Carsten Eickhoff

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Exploiting temporal topic models in social media retrieval
Tuan Tran

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The essence of time: considering temporal relevance as an intent-aware ranking problem
Stewart Whiting

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A visual tool for bayesian data analysis: the impact of smoothing on naive bayes text classifiers
Giorgio Maria Di Nunzio | Alessandro Sordoni

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ALF: a client side logger and server for capturing user interactions in web applications
Leif Azzopardi | Myles Doolan | Richard Glassey

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CrowdTerrier: automatic crowdsourced relevance assessments with terrier
Richard McCreadie | Craig Macdonald | Iadh Ounis

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Integrative online research-data management
Michael Huggett | Edie Rasmussen

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MaSe: create your own mash-up search interface
Leif Azzopardi | Douglas Dowie | Kelly Ann Marshall | Richard Glassey

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myDJ: recommending karaoke songs from one's own voice
Kuang Mao | Xinyuan Luo | Ke Chen | Gang Chen | Lidan Shou

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PageFetch: a retrieval game for children (and adults)
Leif Azzopardi | James Purvis | Richard Glassey

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Pictune: situational music recommendation from geotagged pictures
Ke Chen | Gang Chen | Lidan Shou | Fei Xia

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Political search trends
Ingmar Weber | Venkata Rama Kiran Garimella | Erik Borra

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RDF Xpress: a flexible expressive RDF search engine
Shady Elbassuoni | Maya Ramanath | Gerhard Weikum

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Sketch-based image similarity search with a pen and paper interface
Ihab Al Kabary | Heiko Schuldt

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Task-aware search assistant
Henry Allen Feild | James Allan

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TweetSpector: entity-based retrieval of tweets
Surender Reddy Yerva | Zoltán Miklós | Flavia Grosan | Alexandru Tandrau | Karl Aberer

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YooSee: a video browsing application for young children
Leif Azzopardi | Douglas Dowie | Kelly Ann Marshall

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Multi-platform image search using tag enrichment
Jinming Min | Cristover Lopes | Johannes Leveling | Dag Schmidtke | Gareth J. F. Jones

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IR paradigms in computational advertising
Andrei Z. Broder

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Watson: the Jeopardy! challenge and beyond
Eric W. Brown

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Putting context into search and search into context
Susan T. Dumais

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CloudSearch and the democratization of information retrieval
Daniel E. Rose

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Entity sentiment extraction using text ranking
John O'Neil

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A hybrid model for ad-hoc information retrieval
Zheng Ye | Jimmy Xiangji Huang | Jun Miao

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Exploiting paths for entity search in RDF graphs
Minsuk Kahng | Sang-goo Lee

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A study of term weighting schemes using class information for text classification
Youngjoong Ko

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A topic model of clinical reports
Corey W. Arnold | William Speier

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Active query selection for learning rankers
Mustafa Bilgic | Paul N. Bennett

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Anticipatory search: using context to initiate search
Daniel J. Liebling | Paul N. Bennett | Ryen W. White

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BReK12: a book recommender for K-12 users
Maria Soledad Pera | Yiu-Kai Ng

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Clarity re-visited
Shay Hummel | Anna Shtok | Fiana Raiber | Oren Kurland | David Carmel

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Cluster-based one-class ensemble for classification problems in information retrieval
Nedim Lipka | Benno Stein | Maik Anderka

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Collaborative filtering with short term preferences mining
Diyi Yang | Tianqi Chen | Weinan Zhang | Yong Yu

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Creating temporally dynamic web search snippets
Krysta M. Svore | Jaime Teevan | Susan T. Dumais | Anagha Kulkarni

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Dependency trigram model for social relation extraction from news articles
Maengsik Choi | Harksoo Kim | W. Bruce Croft

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Detecting candidate named entities in search queries
Areej Alasiry | Mark Levene | Alexandra Poulovassilis

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Effect of dynamic pruning safety on learning to rank effectiveness
Craig Macdonald | Nicola Tonellotto | Iadh Ounis

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Effect of written instructions on assessor agreement
William Webber | Bryan Toth | Marjorie Desamito

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Effects of expertise differences in synchronous social Q&A
Ryen W. White | Matthew Richardson

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Efficient estimation of aspect weights
Jon Parker | Andrew Yates | Nazli Goharian | Wai Gen Yee

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Explaining neighborhood-based recommendations
Sergio Cleger-Tamayo | Juan M. Fernández-Luna | Juan F. Huete

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Exploiting term dependence while handling negation in medical search
Nut Limsopatham | Craig Macdonald | Richard McCreadie | Iadh Ounis

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Exploring example-based person search in email
Tan Xu | Douglas W. Oard

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Exploring tag relevance for image tag re-ranking
Jie Xiao | Wengang Zhou | Qi Tian

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Fast on-line learning for multilingual categorization
Michelle Kovesi | Cyril Goutte | Massih-Reza Amini

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Finding interesting posts in Twitter based on retweet graph analysis
Min-Chul Yang | Jung-Tae Lee | Seung-Wook Lee | Hae-Chang Rim

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Finding readings for scientists from social websites
Jiepu Jiang | Zhen Yue | Shuguang Han | Daqing He

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Finding web appearances of social network users via latent factor model
Kailong Chen | Zhengdong Lu | Xiaoshi Yin | Yong Yu | Zaiqing Nie

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Fixed versus dynamic co-occurrence windows in TextRank term weights for information retrieval
Wei Lu | Qikai Cheng | Christina Lioma

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Gender-aware re-ranking
Eugene Kharitonov | Pavel Serdyukov

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Genre classification for million song dataset using confidence-based classifiers combination
Yajie Hu | Mitsunori Ogihara

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GLASE 0.1: eyes tell more than mice
Viktors Garkavijs | Mayumi Toshima | Noriko Kando

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How query extensions reflect search result abandonments
Aleksandr Chuklin | Pavel Serdyukov

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Impact of assessor disagreement on ranking performance
Pavel Metrikov | Virgiliu Pavlu | Javed A. Aslam

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Incorporating statistical topic information in relevance feedback
Karla L. Caballero Espinosa | Ram Akella

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Inferring missing relevance judgments from crowd workers via probabilistic matrix factorization
Hyun Joon Jung | Matthew Lease

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Investigating performance predictors using monte carlo simulation and score distribution models
Ronan Cummins

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Learning to select a time-aware retrieval model
Nattiya Kanhabua | Klaus Berberich | Kjetil Nørvåg

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Learning-based time-sensitive re-ranking for web search
Po-Tzu Chang | Yen-Chieh Huang | Cheng-Lun Yang | Shou-De Lin | Pu-Jen Cheng

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Lightweight contrastive summarization for news comment mining
Gobaan Raveendran | Charles L. A. Clarke

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Looking inside the box: context-sensitive translation for cross-language information retrieval
Ferhan Türe | Jimmy Lin | Douglas W. Oard

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Making results fit into 40 characters: a study in document rewriting
Johannes Leveling | Gareth J. F. Jones

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On automatically tagging web documents from examples
Nicholas Joel Woodward | Weijia Xu | Kent Norsworthy

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On judgments obtained from a commercial search engine
Emine Yilmaz | Gabriella Kazai | Nick Craswell | Seyed M. M. Tahaghoghi

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On the mathematical relationship between expected n-call@k and the relevance vs. diversity trade-off
Kar Wai Lim | Scott Sanner | Shengbo Guo

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On real-time ad-hoc retrieval evaluation
Stephen E. Robertson | Evangelos Kanoulas

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Opinion summarisation through sentence extraction: an investigation with movie reviews
Marco Bonzanini | Miguel Martinez-Alvarez | Thomas Roelleke

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Optimizing parameters of the expected reciprocal rank
Yury Logachev | Pavel Serdyukov

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Ousting ivory tower research: towards a web framework for providing experiments as a service
Tim Gollub | Benno Stein | Steven Burrows

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Parallelizing ListNet training using spark
Shilpa Shukla | Matthew Lease | Ambuj Tewari

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Predicting lifespans of popular tweets in microblog
Shoubin Kong | Ling Feng | Gordon Guo-Zheng Sun | Kan Luo

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Preliminary study of technical terminology for the retrieval of scientific book metadata records
Birger Larsen | Christina Lioma | Ingo Frommholz | Hinrich Schütze

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Queries without clicks: evaluating retrieval effectiveness based on user feedback
Athanasia Koumpouri | Vasiliki Simaki

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Retrieval evaluation on focused tasks
Besnik Fetahu | Ralf Schenkel

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Rewarding term location information to enhance probabilistic information retrieval
Jiashu Zhao | Jimmy Xiangji Huang | Shicheng Wu

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Scheduling queries across replicas
Ana Freire | Craig Macdonald | Nicola Tonellotto | Iadh Ounis | Fidel Cacheda

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Re-examining search result snippet examination time forrelevance estimation
Dmitry Lagun | Eugene Agichtein

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Short text classification using very few words
Aixin Sun

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Summarizing the differences from microblogs
Dingding Wang | Mitsunori Ogihara | Tao Li

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Survival analysis of click logs
Si-Chi Chin | W. Nick Street

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Text selections as implicit relevance feedback
Ryen W. White | Georg Buscher

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Time to judge relevance as an indicator of assessor error
Mark D. Smucker | Chandra Prakash Jethani

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Towards alias detection without string similarity: an active learning based approach
Lili Jiang | Jianyong Wang | Ping Luo | Ning An | Min Wang

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Towards zero-click mobile IR evaluation: knowing what and knowing when
Tetsuya Sakai

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Twanchor text: a preliminary study of the value of tweets as anchor text
Gilad Mishne | Jimmy Lin

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Unsupervised linear score normalization revisited
Ilya Markov | Avi Arampatzis | Fabio Crestani

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User-aware caching and prefetching query results in web search engines
Hongyuan Ma | Bin Wang

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Using eye-tracking with dynamic areas of interest for analyzing interactive information retrieval
Vu Tuan Tran | Norbert Fuhr

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Using PageRank to infer user preferences
Praveen Chandar | Ben Carterette

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Utilizing inter-document similarities in federated search
Savva Khalaman | Oren Kurland

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Want a coffee?: predicting users' trails
Wen Li | Carsten Eickhoff | Arjen P. de Vries

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Will this #hashtag be popular tomorrow?
Zongyang Ma | Aixin Sun | Gao Cong

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$100, 000 prize jackpot. call now!: identifying the pertinent features of SMS spam
Henry Tan | Nazli Goharian | Micah Sherr

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Beyond bag-of-words: machine learning for query-document matching in web search
Hang Li | Jun Xu

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Methods for mining and summarizing text conversations
Giuseppe Carenini | Gabriel Murray

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Crowdsourcing for search evaluation and social-algorithmic search
Matthew Lease | Omar Alonso

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(Big) usage data in web search
Ricardo Baeza-Yates | Yoelle Maarek

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A new look at old tricks: the fertile roots of current research
Paul B. Kantor

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Aspect-based opinion mining from product reviews
Samaneh Moghaddam | Martin Ester

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Experimental methods for information retrieval
Donald Metzler | Oren Kurland

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IR models: foundations and relationships
Thomas Roelleke

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Patent information retrieval: an instance of domain-specific search
Mihai Lupu

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Medical information retrieval: an instance of domain-specific search
Allan Hanbury

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Visual information retrieval using Java and LIRE
Oge Marques | Mathias Lux

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Large-scale graph mining and learning for information retrieval
Bin Gao | Taifeng Wang | Tie-Yan Liu

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Query performance prediction for IR
David Carmel | Oren Kurland

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Collaborative information seeking: art and science of achieving 1+12 in IR
Chirag Shah

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Advances on the development of evaluation measures
Ben Carterette | Evangelos Kanoulas | Emine Yilmaz