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Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 17-21, 2016

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Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 17-21, 2016

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Understanding Human Language: Can NLP and Deep Learning Help?
Christopher D. Manning

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Big Data in Climate: Opportunities and Challenges for Machine Learning
Vipin Kumar

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Statistical Significance, Power, and Sample Sizes: A Systematic Review of SIGIR and TOIS, 2006-2015
Tetsuya Sakai

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Bayesian Performance Comparison of Text Classifiers
Dell Zhang | Jun Wang | Emine Yilmaz | Xiaoling Wang | Yuxin Zhou

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A General Linear Mixed Models Approach to Study System Component Effects
Nicola Ferro | Gianmaria Silvello

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Searching by Talking: Analysis of Voice Queries on Mobile Web Search
Ido Guy

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Predicting User Satisfaction with Intelligent Assistants
Julia Kiseleva | Kyle Williams | Ahmed Hassan Awadallah | Aidan C. Crook | Imed Zitouni | Tasos Anastasakos

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Learning to Respond with Deep Neural Networks for Retrieval-Based Human-Computer Conversation System
Rui Yan | Yiping Song | Hua Wu

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Document Retrieval Using Entity-Based Language Models
Hadas Raviv | Oren Kurland | David Carmel

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Engineering Quality and Reliability in Technology-Assisted Review
Gordon V. Cormack | Maura R. Grossman

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A Sequential Decision Formulation of the Interface Card Model for Interactive IR
Yinan Zhang | ChengXiang Zhai

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Generalized BROOF-L2R: A General Framework for Learning to Rank Based on Boosting and Random Forests
Clebson C. A. de Sá | Marcos André Gonçalves | Daniel Xavier de Sousa | Thiago Salles

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An Optimization Framework for Remapping and Reweighting Noisy Relevance Labels
Yury Ustinovskiy | Valentina Fedorova | Gleb Gusev | Pavel Serdyukov

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Learning to Rank with Selection Bias in Personal Search
Xuanhui Wang | Michael Bendersky | Donald Metzler | Marc Najork

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On Effective Personalized Music Retrieval by Exploring Online User Behaviors
Zhiyong Cheng | Jialie Shen | Steven C. H. Hoi

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Semantification of Identifiers in Mathematics for Better Math Information Retrieval
Moritz Schubotz | Alexey Grigorev | Marcus Leich | Howard S. Cohl | Norman Meuschke | Bela Gipp | Abdou S. Youssef | Volker Markl

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Multi-Stage Math Formula Search: Using Appearance-Based Similarity Metrics at Scale
Richard Zanibbi | Kenny Davila | Andrew Kane | Frank Wm. Tompa

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Explainable User Clustering in Short Text Streams
Yukun Zhao | Shangsong Liang | Zhaochun Ren | Jun Ma | Emine Yilmaz | Maarten de Rijke

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Topic Modeling for Short Texts with Auxiliary Word Embeddings
Chenliang Li | Haoran Wang | Zhiqian Zhang | Aixin Sun | Zongyang Ma

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Interleaved Evaluation for Retrospective Summarization and Prospective Notification on Document Streams
Xin Qian | Jimmy Lin | Adam Roegiest

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Learning Query and Document Relevance from a Web-scale Click Graph
Shan Jiang | Yuening Hu | Changsung Kang | Tim Daly Jr. | Dawei Yin | Yi Chang | ChengXiang Zhai

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Click-based Hot Fixes for Underperforming Torso Queries
Masrour Zoghi | Tomás Tunys | Lihong Li | Damien Jose | Junyan Chen | Chun Ming Chin | Maarten de Rijke

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A Context-aware Time Model for Web Search
Alexey Borisov | Ilya Markov | Maarten de Rijke | Pavel Serdyukov

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Novelty based Ranking of Human Answers for Community Questions
Adi Omari | David Carmel | Oleg Rokhlenko | Idan Szpektor

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That's Not My Question: Learning to Weight Unmatched Terms in CQA Vertical Search
Boaz Petersil | Avihai Mejer | Idan Szpektor | Koby Crammer

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When a Knowledge Base Is Not Enough: Question Answering over Knowledge Bases with External Text Data
Denis Savenkov | Eugene Agichtein

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Transfer Learning for Cross-Lingual Sentiment Classification with Weakly Shared Deep Neural Networks

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Query to Knowledge: Unsupervised Entity Extraction from Shopping Queries using Adaptor Grammars
Ke Zhai | Zornitsa Kozareva | Yuening Hu | Qi Li | Weiwei Guo

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Learning for Efficient Supervised Query Expansion via Two-stage Feature Selection
Zhiwei Zhang | Qifan Wang | Luo Si | Jianfeng Gao

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Leveraging Context-Free Grammar for Efficient Inverted Index Compression
Zhaohua Zhang | Jiancong Tong | Haibing Huang | Jin Liang | Tianlong Li | Rebecca J. Stones | Gang Wang | Xiaoguang Liu

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Fast and Compact Hamming Distance Index
Simon Gog | Rossano Venturini

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Fast First-Phase Candidate Generation for Cascading Rankers
Qi Wang | Constantinos Dimopoulos | Torsten Suel

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Learning to Rank Features for Recommendation over Multiple Categories
Xu Chen | Zheng Qin | Yongfeng Zhang | Tao Xu

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How Much Novelty is Relevant?: It Depends on Your Curiosity
Pengfei Zhao | Dik Lun Lee

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Discrete Collaborative Filtering
Hanwang Zhang | Fumin Shen | Wei Liu | Xiangnan He | Huanbo Luan | Tat-Seng Chua

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Understanding Information Need: An fMRI Study
Yashar Moshfeghi | Peter Triantafillou | Frank E. Pollick

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User Behavior in Asynchronous Slow Search
Ryan Burton | Kevyn Collins-Thompson

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Going back in Time: An Investigation of Social Media Re-finding
Florian Meier | David Elsweiler

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R-Susceptibility: An IR-Centric Approach to Assessing Privacy Risks for Users in Online Communities
Joanna Asia Biega | Krishna P. Gummadi | Ida Mele | Dragan Milchevski | Christos Tryfonopoulos | Gerhard Weikum

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Scalable Semantic Matching of Queries to Ads in Sponsored Search Advertising
Mihajlo Grbovic | Nemanja Djuric | Vladan Radosavljevic | Fabrizio Silvestri | Ricardo Baeza-Yates | Andrew Feng | Erik Ordentlich | Lee Yang | Gavin Owens

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Retrieving Non-Redundant Questions to Summarize a Product Review
Mengwen Liu | Yi Fang | Dae Hoon Park | Xiaohua Hu | Zhengtao Yu

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Modeling Document Novelty with Neural Tensor Network for Search Result Diversification
Long Xia | Jun Xu | Yanyan Lan | Jiafeng Guo | Xueqi Cheng

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ScentBar: A Query Suggestion Interface Visualizing the Amount of Missed Relevant Information for Intrinsically Diverse Search
Kazutoshi Umemoto | Takehiro Yamamoto | Katsumi Tanaka

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Evaluating Search Result Diversity using Intent Hierarchies
Xiaojie Wang | Zhicheng Dou | Tetsuya Sakai | Ji-Rong Wen

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Robust and Collective Entity Disambiguation through Semantic Embeddings
Stefan Zwicklbauer | Christin Seifert | Michael Granitzer

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Parameterized Fielded Term Dependence Models for Ad-hoc Entity Retrieval from Knowledge Graph
Fedor Nikolaev | Alexander Kotov | Nikita Zhiltsov

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Hierarchical Random Walk Inference in Knowledge Graphs
Qiao Liu | Liuyi Jiang | Minghao Han | Yao Liu | Zhiguang Qin

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When Watson Went to Work: Leveraging Cognitive Computing in the Real World
Aya Soffer | David Konopnicki | Haggai Roitman

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Ask Your TV: Real-Time Question Answering with Recurrent Neural Networks
Ferhan Türe | Oliver Jojic

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Amazon Search: The Joy of Ranking Products
Daria Sorokina | Erick Cantú-Paz

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Learning to Rank Personalized Search Results in Professional Networks
Viet Ha-Thuc | Shakti Sinha

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When does Relevance Mean Usefulness and User Satisfaction in Web Search?
Jiaxin Mao | Yiqun Liu | Ke Zhou | Jian-Yun Nie | Jingtao Song | Min Zhang | Shaoping Ma | Jiashen Sun | Hengliang Luo

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How Many Workers to Ask?: Adaptive Exploration for Collecting High Quality Labels
Ittai Abraham | Omar Alonso | Vasilis Kandylas | Rajesh Patel | Steven Shelford | Aleksandrs Slivkins

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Risk-Sensitive Evaluation and Learning to Rank using Multiple Baselines
Bekir Taner Dinçer | Craig Macdonald | Iadh Ounis

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Event Digest: A Holistic View on Past Events
Arunav Mishra | Klaus Berberich

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Terms over LOAD: Leveraging Named Entities for Cross-Document Extraction and Summarization of Events
Andreas Spitz | Michael Gertz

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GeoBurst: Real-Time Local Event Detection in Geo-Tagged Tweet Streams
Chao Zhang | Guangyu Zhou | Quan Yuan | Honglei Zhuang | Yu Zheng | Lance M. Kaplan | Shaowen Wang | Jiawei Han

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Building a Self-Learning Search Engine: From Research to Business
Manos Tsagkias | Wouter Weerkamp

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Sedano: A News Stream Processor for Business
Ugo Scaiella | Giacomo Berardi | Giuliano Mega | Roberto Santoro

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Ranking Financial Tweets
Diego Ceccarelli | Francesco Nidito | Miles Osborne

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Contextual Bandits in a Collaborative Environment
Qingyun Wu | Huazheng Wang | Quanquan Gu | Hongning Wang

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Collaborative Filtering Bandits
Shuai Li | Alexandros Karatzoglou | Claudio Gentile

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Fast Matrix Factorization for Online Recommendation with Implicit Feedback
Xiangnan He | Hanwang Zhang | Min-Yen Kan | Tat-Seng Chua

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Leveraging User Interaction Signals for Web Image Search
Neil O'Hare | Paloma de Juan | Rossano Schifanella | Yunlong He | Dawei Yin | Yi Chang

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Self-Paced Cross-Modal Subspace Matching
Jian Liang | Zhihang Li | Dong Cao | Ran He | Jingdong Wang

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Composite Correlation Quantization for Efficient Multimodal Retrieval
Mingsheng Long | Yue Cao | Jianmin Wang | Philip S. Yu

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Principles for the Design of Online A/B Metrics
Widad Machmouchi | Georg Buscher

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Visual Recommendation Use Case for an Online Marketplace Platform: allegro.pl
Anna Wróblewska | Lukasz Raczkowski

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AOL's Named Entity Resolver: Solving Disambiguation via Document Strongly Connected Components and Ad-Hoc Edges Construction
Roni Wiener | Yonatan Ben-Simhon | Anna Chen

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The Data Stack in Information Retrieval
Omar Alonso

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Predicting User Engagement with Direct Displays Using Mouse Cursor Information
Ioannis Arapakis | Luis A. Leiva

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Search Result Prefetching Using Cursor Movement
Fernando Diaz | Qi Guo | Ryen W. White

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Predicting Search User Examination with Visual Saliency
Yiqun Liu | Zeyang Liu | Ke Zhou | Meng Wang | Huanbo Luan | Chao Wang | Min Zhang | Shaoping Ma

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A Comparison of Cache Blocking Methods for Fast Execution of Ensemble-based Score Computation
Xin Jin | Tao Yang | Xun Tang

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Improved Caching Techniques for Large-Scale Image Hosting Services
Xiao Bai | Berkant Barla Cambazoglu | Archie Russell

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A Complete & Comprehensive Movie Review Dataset (CCMR)
Xuezhi Cao | Weiyue Huang | Yong Yu

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A Cross-Platform Collection of Social Network Profiles
Maria Han Veiga | Carsten Eickhoff

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A Test Collection for Matching Patients to Clinical Trials
Bevan Koopman | Guido Zuccon

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ArabicWeb16: A New Crawl for Today's Arabic Web
Reem Suwaileh | Mücahid Kutlu | Nihal Fathima | Tamer Elsayed | Matthew Lease

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Building Test Collections for Evaluating Temporal IR
Hideo Joho | Adam Jatowt | Roi Blanco | Haitao Yu | Shuhei Yamamoto

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DAJEE: A Dataset of Joint Educational Entities for Information Retrieval in Technology Enhanced Learning
Vladimir Estivill-Castro | Carla Limongelli | Matteo Lombardi | Alessandro Marani

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Evaluating Retrieval over Sessions: The TREC Session Track 2011-2014
Ben Carterette | Paul D. Clough | Mark M. Hall | Evangelos Kanoulas | Mark Sanderson

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EveTAR: A New Test Collection for Event Detection in Arabic Tweets
Hind Almerekhi | Maram Hasanain | Tamer Elsayed

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GNMID14: A Collection of 110 Million Global Music Identification Matches
Cameron Summers | Greg Tronel | Jason Cramer | Aneesh Vartakavi | Phillip Popp

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Longitudinal Navigation Log Data on a Large Web Domain
Suzan Verberne | Bram Arends | Wessel Kraaij | Arjen P. de Vries

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New Collection Announcement: Focused Retrieval Over the Web
Ivan Habernal | Maria Sukhareva | Fiana Raiber | Anna Shtok | Oren Kurland | Hadar Ronen | Judit Bar-Ilan | Iryna Gurevych

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NTCIR Lifelog: The First Test Collection for Lifelog Research
Cathal Gurrin | Hideo Joho | Frank Hopfgartner | Liting Zhou | Rami Albatal

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SOGOU-2012-CRAWL: A Crawl of Search Results in the Sogou 2012 Chinese Query Log
Stewart Whiting | Joemon M. Jose | Omar Alonso

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The BOLT IR Test Collections of Multilingual Passage Retrieval from Discussion Forums
Ian Soboroff | Kira Griffitt | Stephanie M. Strassel

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The Factoid Queries Collection
Ido Guy | Dan Pelleg

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The LExR Collection for Expertise Retrieval in Academia
Vítor Mangaravite | Rodrygo L. T. Santos | Isac S. Ribeiro | Marcos André Gonçalves | Alberto H. F. Laender

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UQV100: A Test Collection with Query Variability
Peter Bailey | Alistair Moffat | Falk Scholer | Paul Thomas

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A Dynamic Recurrent Model for Next Basket Recommendation
Feng Yu | Qiang Liu | Shu Wu | Liang Wang | Tieniu Tan

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A Simple Enhancement for Ad-hoc Information Retrieval via Topic Modelling
Fanghong Jian | Jimmy Xiangji Huang | Jiashu Zhao | Tingting He | Po Hu

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An Empirical Study of Learning to Rank for Entity Search
Jing Chen | Chenyan Xiong | Jamie Callan

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An Exploration of Evaluation Metrics for Mobile Push Notifications
Luchen Tan | Adam Roegiest | Jimmy Lin | Charles L. A. Clarke

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An Improved Multileaving Algorithm for Online Ranker Evaluation
Brian Brost | Ingemar J. Cox | Yevgeny Seldin | Christina Lioma

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An Unsupervised Approach to Anomaly Detection in Music Datasets
Yen-Cheng Lu | Chih-Wei Wu | Chang-Tien Lu | Alexander Lerch

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Anonymizing Query Logs by Differential Privacy
Sicong Zhang | Grace Hui Yang | Lisa Singh

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Audio Features Affected by Music Expressiveness: Experimental Setup and Preliminary Results on Tuba Players
Alberto Introini | Giorgio Presti | Giuseppe Boccignone

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Automatic Identification and Contextual Reformulation of Implicit System-Related Queries
Adam Fourney | Susan T. Dumais

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Axiomatic Analysis for Improving the Log-Logistic Feedback Model
Ali Montazeralghaem | Hamed Zamani | Azadeh Shakery

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Balancing Relevance Criteria through Multi-Objective Optimization
Joost van Doorn | Daan Odijk | Diederik M. Roijers | Maarten de Rijke

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Build Emotion Lexicon from the Mood of Crowd via Topic-Assisted Joint Non-negative Matrix Factorization
Kaisong Song | Wei Gao | Ling Chen | Shi Feng | Daling Wang | Chengqi Zhang

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Burst Detection in Social Media Streams for Tracking Interest Profiles in Real Time
Cody Buntain | Jimmy Lin

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Cluster-based Joint Matrix Factorization Hashing for Cross-Modal Retrieval
Dimitrios Rafailidis | Fabio Crestani

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Collaborative Ranking with Social Relationships for Top-N Recommendations
Dimitrios Rafailidis | Fabio Crestani

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Community-based Cyberreading for Information Understanding
Zhuoren Jiang | Xiaozhong Liu | Liangcai Gao | Zhi Tang

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Computational Creativity Based Video Recommendation
Wei Lu | Korris Fu-Lai Chung

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Controversy Detection in Wikipedia Using Collective Classification
Shiri Dori-Hacohen | David D. Jensen | James Allan

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Discovering Author Interest Evolution in Topic Modeling
Min Yang | Jincheng Mei | Fei Xu | Wenting Tu | Ziyu Lu

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Distributional Random Oversampling for Imbalanced Text Classification
Alejandro Moreo | Andrea Esuli | Fabrizio Sebastiani

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Doc2Sent2Vec: A Novel Two-Phase Approach for Learning Document Representation
Ganesh J | Manish Gupta | Vasudeva Varma

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Dynamically Integrating Item Exposure with Rating Prediction in Collaborative Filtering
Ting-Yi Shih | Ting-Chang Hou | Jian-De Jiang | Yen-Chieh Lien | Chia-Rui Lin | Pu-Jen Cheng

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Effective Trend Detection within a Dynamic Search Context
Anat Hashavit | Roy Levin | Ido Guy | Gilad Kutiel

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Enhancing First Story Detection using Word Embeddings
Sean Moran | Richard McCreadie | Craig Macdonald | Iadh Ounis

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Examining the Coherence of the Top Ranked Tweet Topics
Anjie Fang | Craig Macdonald | Iadh Ounis | Philip Habel

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Explicit In Situ User Feedback for Web Search Results
Jin Young Kim | Jaime Teevan | Nick Craswell

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Exploiting CPU SIMD Extensions to Speed-up Document Scoring with Tree Ensembles
Claudio Lucchese | Franco Maria Nardini | Salvatore Orlando | Raffaele Perego | Nicola Tonellotto | Rossano Venturini

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Exploiting Semantic Coherence Features for Information Retrieval
Xinhui Tu | Jimmy Xiangji Huang | Jing Luo | Tingting He

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Extracting Information Seeking Intentions for Web Search Sessions
Matthew Mitsui | Chirag Shah | Nicholas J. Belkin

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First Story Detection using Multiple Nearest Neighbors
Jeroen B. P. Vuurens | Arjen P. de Vries

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Health Monitoring on Social Media over Time
Sumit Sidana | Shashwat Mishra | Sihem Amer-Yahia | Marianne Clausel | Massih-Reza Amini

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How Informative is a Term?: Dispersion as a measure of Term Specificity
Rodney McDonell | Justin Zobel | Bodo Billerbeck

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Identifying Careless Workers in Crowdsourcing Platforms: A Game Theory Approach
Yashar Moshfeghi | Alvaro Francisco Huertas-Rosero | Joemon M. Jose

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Impact of Review-Set Selection on Human Assessment for Text Classification
Adam Roegiest | Gordon V. Cormack

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Improving Automated Controversy Detection on the Web
Myungha Jang | James Allan

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Improving Language Estimation with the Paragraph Vector Model for Ad-hoc Retrieval
Qingyao Ai | Liu Yang | Jiafeng Guo | W. Bruce Croft

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Improving Retrieval Quality Using Pseudo Relevance Feedback in Content-Based Image Retrieval
Dinesha Chathurani Nanayakkara Wasam Uluwitige | Timothy Chappell | Shlomo Geva | Vinod Chandran

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Ingrams: A Neuropsychological Explanation For Why People Search
Peter Bailey | Nick Craswell

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Investment Recommendation using Investor Opinions in Social Media
Wenting Tu | David Wai-Lok Cheung | Nikos Mamoulis | Min Yang | Ziyu Lu

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"Is Sven Seven?": A Search Intent Module for Children
Nevena Dragovic | Ion Madrazo Azpiazu | Maria Soledad Pera

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Is This Your Final Answer?: Evaluating the Effect of Answers on Good Abandonment in Mobile Search
Kyle Williams | Julia Kiseleva | Aidan C. Crook | Imed Zitouni | Ahmed Hassan Awadallah | Madian Khabsa

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Jointly Modeling Review Content and Aspect Ratings for Review Rating Prediction
Zhipeng Jin | Qiudan Li | Daniel Dajun Zeng | YongCheng Zhan | Ruoran Liu | Lei Wang | Hongyuan Ma

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Learning to Project and Binarise for Hashing Based Approximate Nearest Neighbour Search
Sean Moran

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Linking Organizational Social Network Profiles
Jerome Cheng | Kazunari Sugiyama | Min-Yen Kan

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Load-Balancing in Distributed Selective Search
Yubin Kim | Jamie Callan | J. Shane Culpepper | Alistair Moffat

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Multi-Rate Deep Learning for Temporal Recommendation
Yang Song | Ali Mamdouh Elkahky | Xiaodong He

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Network-Aware Recommendations of Novel Tweets
Noor Aldeen Alawad | Aris Anagnostopoulos | Stefano Leonardi | Ida Mele | Fabrizio Silvestri

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Not All Links Are Created Equal: An Adaptive Embedding Approach for Social Personalized Ranking
Qing Zhang | Houfeng Wang

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On a Topic Model for Sentences
Georgios Balikas | Massih-Reza Amini | Marianne Clausel

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On Information-Theoretic Document-Person Associations for Expert Search in Academia
Vítor Mangaravite | Rodrygo L. T. Santos

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On the Applicability of Delicious for Temporal Search on Web Archives
Helge Holzmann | Wolfgang Nejdl | Avishek Anand

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On the Effectiveness of Contextualisation Techniques in Spoken Query Spoken Content Retrieval
David Nicolas Racca | Gareth J. F. Jones

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Ordinal Text Quantification
Giovanni Da San Martino | Wei Gao | Fabrizio Sebastiani

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Pearson Rank: A Head-Weighted Gap-Sensitive Score-Based Correlation Coefficient
Ning Gao | Mossaab Bagdouri | Douglas W. Oard

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Polarized User and Topic Tracking in Twitter
Mauro Coletto | Claudio Lucchese | Salvatore Orlando | Raffaele Perego

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Post-Learning Optimization of Tree Ensembles for Efficient Ranking
Claudio Lucchese | Franco Maria Nardini | Salvatore Orlando | Raffaele Perego | Fabrizio Silvestri | Salvatore Trani

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Quit While Ahead: Evaluating Truncated Rankings
Fei Liu | Alistair Moffat | Timothy Baldwin | Xiuzhen Zhang

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Quote Recommendation in Dialogue using Deep Neural Network
Hanbit Lee | Yeonchan Ahn | Haejun Lee | Seungdo Ha | Sang-goo Lee

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Ranking Documents Through Stochastic Sampling on Bayesian Network-based Models: A Pilot Study
Xing Tan | Jimmy Xiangji Huang | Aijun An

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Ranking Health Web Pages with Relevance and Understandability
João R. M. Palotti | Lorraine Goeuriot | Guido Zuccon | Allan Hanbury

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Rethinking the Cost of Information Search Behavior
Yinglong Zhang | Jacek Gwizdka

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Retrievability of Code Mixed Microblogs
Debasis Ganguly | Ayan Bandyopadhyay | Mandar Mitra | Gareth J. F. Jones

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Retweeting Behavior Prediction Based on One-Class Collaborative Filtering in Social Networks
Bo Jiang | Jiguang Liang | Ying Sha | Rui Li | Wei Liu | Hongyuan Ma | Lihong Wang

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Sampling Strategies and Active Learning for Volume Estimation
Haotian Zhang | Jimmy Lin | Gordon V. Cormack | Mark D. Smucker

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Search-based Evaluation from Truth Transcripts for Voice Search Applications
François Mairesse | Paul Raccuglia | Shiv Vitaladevuni

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Seeking Serendipity: A Living Lab Approach to Understanding Creative Retrieval in Broadcast Media Production
Sabrina Sauer | Maarten de Rijke

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Selectively Personalizing Query Auto-Completion
Fei Cai | Maarten de Rijke

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SG++: Word Representation with Sentiment and Negation for Twitter Sentiment Classification
Qinmin Hu | Yijun Pei | Qin Chen | Liang He

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SGT Framework: Social, Geographical and Temporal Relevance for Recreational Queries in Web Search
Stewart Whiting | Omar Alonso

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SimCC-AT: A Method to Compute Similarity of Scientific Papers with Automatic Parameter Tuning
Masoud Reyhani Hamedani | Sang-Wook Kim

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Simple Dynamic Emission Strategies for Microblog Filtering
Luchen Tan | Adam Roegiest | Charles L. A. Clarke | Jimmy Lin

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Subspace Clustering Based Tag Sharing for Inductive Tag Matrix Refinement with Complex Errors
Yuqing Hou | Zhouchen Lin | Jin-ge Yao

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Temporal Query Intent Disambiguation using Time-Series Data
Yue Zhao | Claudia Hauff

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To Blend or Not to Blend?: Perceptual Speed, Visual Memory and Aggregated Search
Lauren Turpin | Diane Kelly | Jaime Arguello

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Topic Model based Privacy Protection in Personalized Web Search
Wasi Uddin Ahmad | Md. Masudur Rahman | Hongning Wang

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Topic Quality Metrics Based on Distributed Word Representations
Sergey I. Nikolenko

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Toward Estimating the Rank Correlation between the Test Collection Results and the True System Performance
Julián Urbano | Mónica Marrero

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Tracking Sentiment by Time Series Analysis
Anastasia Giachanou | Fabio Crestani

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Tweet2Vec: Learning Tweet Embeddings Using Character-level CNN-LSTM Encoder-Decoder
Soroush Vosoughi | Prashanth Vijayaraghavan | Deb Roy

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Two Sample T-tests for IR Evaluation: Student or Welch?
Tetsuya Sakai

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Uncovering Task Based Behavioral Heterogeneities in Online Search Behavior
Rishabh Mehrotra | Prasanta Bhattacharya | Emine Yilmaz

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Understanding Website Behavior based on User Agent
Kien Pham | Aécio S. R. Santos | Juliana Freire

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Using Word Embedding to Evaluate the Coherence of Topics from Twitter Data
Anjie Fang | Craig Macdonald | Iadh Ounis | Philip Habel

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Utilizing Focused Relevance Feedback
Elinor Brondwine | Anna Shtok | Oren Kurland

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What Makes a Query Temporally Sensitive?
Craig Willis | Garrick Sherman | Miles Efron

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Which Information Sources are More Effective and Reliable in Video Search
Zhiyong Cheng | Xuanchong Li | Jialie Shen | Alexander G. Hauptmann

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Why do you Think this Query is Difficult?: A User Study on Human Query Prediction
Stefano Mizzaro | Josiane Mothe

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A Platform for Streaming Push Notifications to Mobile Assessors
Adam Roegiest | Luchen Tan | Jimmy Lin | Charles L. A. Clarke

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A Visual Analytics Approach for What-If Analysis of Information Retrieval Systems
Marco Angelini | Nicola Ferro | Giuseppe Santucci | Gianmaria Silvello

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An Architecture for Privacy-Preserving and Replicable High-Recall Retrieval Experiments
Adam Roegiest | Gordon V. Cormack

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Analysing Temporal Evolution of Interlingual Wikipedia Article Pairs
Simon Gottschalk | Elena Demidova

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Cobwebs from the Past and Present: Extracting Large Social Networks using Internet Archive Data
Miroslav Shaltev | Jan-Hendrik Zab | Philipp Kemkes | Stefan Siersdorfer | Sergej Zerr

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Context-Sensitive Auto-Completion for Searching with Entities and Categories
Andreas Schmidt | Johannes Hoffart | Dragan Milchevski | Gerhard Weikum

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EAIMS: Emergency Analysis Identification and Management System
Richard McCreadie | Craig Macdonald | Iadh Ounis

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Expedition: A Time-Aware Exploratory Search System Designed for Scholars
Jaspreet Singh | Wolfgang Nejdl | Avishek Anand

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iGlasses: A Novel Recommendation System for Best-fit Glasses
Xiaoling Gu | Lidan Shou | Pai Peng | Ke Chen | Sai Wu | Gang Chen

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InfoScout: An Interactive, Entity Centric, Person Search Tool
Sean McKeown | Martynas Buivys | Leif Azzopardi

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InLook: Revisiting Email Search Experience
Pranav Ramarao | Suresh Iyengar | Pushkar Chitnis | Raghavendra Udupa | Balasubramanyan Ashok

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Interacting with Financial Data using Natural Language
Vassilis Plachouras | Charese Smiley | Hiroko Bretz | Ola Taylor | Jochen L. Leidner | Dezhao Song | Frank Schilder

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LONLIES: Estimating Property Values for Long Tail Entities
Mina H. Farid | Ihab F. Ilyas | Steven Euijong Whang | Cong Yu

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Personalised News and Blog Recommendations based on User Location, Facebook and Twitter User Profiling
Gabriella Kazai | Iskander Yusof | Daoud Clarke

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PULP: A System for Exploratory Search of Scientific Literature
Alan Medlar | Kalle Ilves | Ping Wang | Wray L. Buntine | Dorota Glowacka

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SECC: A Novel Search Engine Interface with Live Chat Channel
Cheng Zhang | Peng Zhang | Jingfei Li | Dawei Song

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Simulating Interactive Information Retrieval: SimIIR: A Framework for the Simulation of Interaction
David Maxwell | Leif Azzopardi

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The ComeWithMe System for Searching and Ranking Activity-Based Carpooling Rides
Vinicius Monteiro de Lira | Chiara Renso | Raffaele Perego | Salvatore Rinzivillo | Valéria Cesário Times

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ThingSeek: A Crawler and Search Engine for the Internet of Things
Ali Shemshadi | Quan Z. Sheng | Yongrui Qin

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Tweetviz: Visualizing Tweets for Business Intelligence
Bas Sijtsma | Pernilla Qvarfordt | Francine Chen

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Where the Event Lies: Predicting Event Occurrence in Textual Documents
Andrea Ceroni | Ujwal Gadiraju | Jan Matschke | Simon Wingert | Marco Fisichella

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A Novel Approach to Define and Model Contextual Features in Recommender Systems
Parisa Lak

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A Study of Information Seeking Behavior Using Physical and Online Explorations
Dongho Choi

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Appearance-Based Retrieval of Mathematical Notation in Documents and Lecture Videos
Kenny Davila

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Beyond Topical Relevance: Studying Understandability and Reliability in Consumer Health Search
João R. M. Palotti

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Enhancing Information Retrieval with Adapted Word Embedding
Navid Rekabsaz

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Fairness in Information Retrieval
Aldo Lipani

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Going Beyond Relevance: Incorporating Effort in Information Retrieval
Manisha Verma

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Measuring Interestingness of Political Documents
Hosein Azarbonyad

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Modeling User Feedback in Dynamic Search and Browsing
Jiyun Luo

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Modelling User Search Behaviour Based on Process
Mengdie Zhuang

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Retrievability: An Independent Evaluation Measure
Colin Wilkie

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Significant Words Representations of Entities
Mostafa Dehghani

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Time-Quality Trade-offs in Search
Ryan Burton

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Torii: Attribute-based Polarity Analysis with Big Datasets
Fernando O. Gallego

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User Interaction in Mobile Web Search
Jaewon Kim

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Collaborative Information Seeking: Art and Science of Achieving 1+12 in IR
Chirag Shah

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Constructing and Mining Web-scale Knowledge Graphs
Evgeniy Gabrilovich | Nicolas Usunier

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Counterfactual Evaluation and Learning for Search, Recommendation and Ad Placement
Thorsten Joachims | Adith Swaminathan

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Deep Learning for Information Retrieval
Hang Li | Zhengdong Lu

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From Design to Analysis: Conducting Controlled Laboratory Experiments with Users
Diane Kelly | Anita Crescenzi

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Instant Search: A Hands-on Tutorial
Ganesh Venkataraman | Abhimanyu Lad | Viet Ha-Thuc | Dhruv Arya

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Online Learning to Rank for Information Retrieval: SIGIR 2016 Tutorial
Artem Grotov | Maarten de Rijke

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Question Answering with Knowledge Base, Web and Beyond
Wen-tau Yih | Hao Ma

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Scalability and Efficiency Challenges in Large-Scale Web Search Engines
Berkant Barla Cambazoglu | Ricardo Baeza-Yates

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Simulation of Interaction: A Tutorial on Modelling and Simulating User Interaction and Search Behaviour
Leif Azzopardi

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Succinct Data Structures in Information Retrieval: Theory and Practice
Simon Gog | Rossano Venturini

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Temporal Information Retrieval
Nattiya Kanhabua | Avishek Anand

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Third International Workshop on Gamification for Information Retrieval (GamifIR 2016)
Michael Meder | Frank Hopfgartner | Gabriella Kazai | Udo Kruschwitz

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HIA 2016: The 2nd International Workshop on Heterogeneous Information Access at SIGIR 2016
Ke Zhou | Yiqun Liu | Roger Jie Luo | Joemon M. Jose

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Medical Information Search Workshop (MEDIR)
Steven Bedrick | Lorraine Goeuriot | Gareth J. F. Jones | Anastasia Krithara | Henning Müller | George Paliouras

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Neu-IR: The SIGIR 2016 Workshop on Neural Information Retrieval
Nick Craswell | W. Bruce Croft | Jiafeng Guo | Bhaskar Mitra | Maarten de Rijke

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Privacy-Preserving IR 2016: Differential Privacy, Search, and Social Media
Grace Hui Yang | Ian Soboroff | Li Xiong | Charles L. A. Clarke | Simson L. Garfinkel

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Search as Learning (SAL) Workshop 2016
Jacek Gwizdka | Preben Hansen | Claudia Hauff | Jiyin He | Noriko Kando

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SIGIR 2016 Workshop WebQA II: Web Question Answering Beyond Factoids
Alessandro Moschitti | Lluís Màrquez | Preslav Nakov | Eugene Agichtein | Charles L. A. Clarke | Idan Szpektor


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Proceedings of the Third International Workshop on Gamification for Information Retrieval co-located with 39th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016), Pisa, Italy, July 21, 2016

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Proceedings of the Third International Workshop on Gamification for Information Retrieval co-located with 39th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016), Pisa, Italy, July 21, 2016

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Desperately Seeking Theory: Gamification, Design, Data, Machine Learning, and the Promise of Double Loop Learning Systems
Sebastian Deterding

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Increasing Engagement with the Library via Gamification
Matthew Barr | Kay Munro | Frank Hopfgartner

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Learning Gamification Design - An Usability First Approach for the Enterprise Infoboard Experiment
Michael Meder | Till Plumbaum | Sahin Albayrak

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Gamification for WebSAIL
Ioannis Karatassis | Norbert Fuhr

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Towards a Gamified System to Improve Translation for Online Meetings
Laura Guillot | Quentin Bragard | Ross Smith | Dan Bean | Anthony Ventresque

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A Little Competition Never Hurt Anyone's Relevance Assessments
Yuan Jin | Mark James Carman | Lexing Xie

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Gamifying Fitness or Fitnessifying Games: a Comparative Study
Andreas Leibetseder | Mathias Lux

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Gamification for Machine Learning: The Classification Game
Giorgio Maria Di Nunzio | Maria Maistro | Daniel Zilio


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Proceedings of the Second International Workshop on Search as Learning, SAL 2016, co-located with the 39th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 21st, 2016

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Proceedings of the Second International Workshop on Search as Learning, SAL 2016, co-located with the 39th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 21st, 2016

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Exploring Knowledge Learning in Collaborative Information Seeking Process
Yu Chi | Shuguang Han | Daqing He | Rui Meng

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Finding, Understanding and Learning: Making Information Discovery Tasks Useful for Children and Teachers
Ion Madrazo Azpiazu | Nevena Dragovic | Maria Soledad Pera

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How does Domain Expertise Affect Users' Search Processes in Exploratory Searches?
Jiaxin Mao | Yiqun Liu | Min Zhang | Shaoping Ma

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Integrating Domain Knowledge Differences into Modeling User Clicks on Search Result Pages
Saraschandra Karanam | Herre van Oostendorp

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Learning When Searching for Web Data
Laura Koesten | Emilia Kacprzak | Jeni Tennison

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Learning in Second-Language Searching
Anita Komlodi | Nadia Caidi

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Metacognitive Knowledge and Metacognitive Regulation in Time-Constrained in Information Search
Anita Crescenzi

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On Measuring Learning in Search: A Position Paper
Luanne Freund | Samuel Dodson | Rick Kopak

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Optimizing Search Results for Educational Goals: Incorporating Keyword Density as a Retrieval Objective
Rohail Syed | Kevyn Collins-Thompson

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Position Paper: Promoting User Engagement and Learning in Search Tasks By Effective Document Representation
Piyush Arora | Gareth J. F. Jones

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Retrieval Techniques for Contextual Learning
Nino Weingart | Carsten Eickhoff

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SaR-Web - A Tool to Support Search as Learning Processes
Giovanni Fulantelli | Ivana Marenzi | Qazi Asim Ijaz Ahmad | Davide Taibi

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Search Behaviour Before and After Search Success
Mengdie Zhuang | Elaine G. Toms | Gianluca Demartini

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Search Literacy: Learning to Search to Learn
Max L. Wilson | Chaoyu Ye | Michael B. Twidale | Hannah Grasse

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Towards Observable Indicators of Learning on Search
Jacek Gwizdka | Xueshu Chen

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Training on the Job: Learning While Searching in an Engineering Workplace
Dirk Ahlers | Mahsa Mehrpoor