Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, Santiago, Chile, August 9-13, 2015

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Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, Santiago, Chile, August 9-13, 2015

Ricardo Baeza-Yates, Mounia Lalmas, Alistair Moffat, Berthier A. Ribeiro-Neto (Editors)

Anthology ID:: 2015.sigirconf_conference-2015
Year:: 2015
Venue:: sigirconf_conference
Publisher:: ACM
URL:: https://doi.org/10.1145/2766462
DOI:: 10.1145/2766462
DBLP:: conf/sigir/2015
BibTeX:: Download

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Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, Santiago, Chile, August 9-13, 2015

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Salton Award Lecture: People, Interacting with Information
Nicholas J. Belkin

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Exploring Session Context using Distributed Representations of Queries and Reformulations
Bhaskar Mitra

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An Eye-Tracking Study of Query Reformulation
Carsten Eickhoff | Sebastian Dungs | Vu Tran

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Differences in the Use of Search Assistance for Tasks of Varying Complexity
Robert Capra | Jaime Arguello | Anita Crescenzi | Emily Vardell

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Dynamic Query Modeling for Related Content Finding
Daan Odijk | Edgar Meij | Isaac Sijaranamual | Maarten de Rijke

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Image-Based Recommendations on Styles and Substitutes
Julian J. McAuley | Christopher Targett | Qinfeng Shi | Anton van den Hengel

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Semi-supervised Hashing with Semantic Confidence for Large Scale Visual Search
Yingwei Pan | Ting Yao | Houqiang Li | Chong-Wah Ngo | Tao Mei

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Optimal Aggregation Policy for Reducing Tail Latency of Web Search
Jeong-Min Yun | Yuxiong He | Sameh Elnikety | Shaolei Ren

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High Quality Graph-Based Similarity Search
Weiren Yu | Julie Ann McCann

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Summarizing Contrastive Themes via Hierarchical Non-Parametric Processes
Zhaochun Ren | Maarten de Rijke

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Splitting Water: Precision and Anti-Precision to Reduce Pool Bias
Aldo Lipani | Mihai Lupu | Allan Hanbury

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Learning Maximal Marginal Relevance Model via Directly Optimizing Diversity Evaluation Measures
Long Xia | Jun Xu | Yanyan Lan | Jiafeng Guo | Xueqi Cheng

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Learning by Example: Training Users with High-quality Query Suggestions
Morgan Harvey | Claudia Hauff | David Elsweiler

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A Random Walk Model for Optimization of Search Impact in Web Frontier Ranking
Giang Tran | Ata Turk | Berkant Barla Cambazoglu | Wolfgang Nejdl

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A Similarity Measure for Weaving Patterns in Textiles
Sven Helmer | Vuong Minh Ngo

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Local Ranking Problem on the BrowseGraph
Michele Trevisiol | Luca Maria Aiello | Paolo Boldi | Roi Blanco

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How many results per page?: A Study of SERP Size, Search Behavior and User Experience
Diane Kelly | Leif Azzopardi

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Influence of Vertical Result in Web Search Examination
Zeyang Liu | Yiqun Liu | Ke Zhou | Min Zhang | Shaoping Ma

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Unconscious Physiological Effects of Search Latency on Users and Their Click Behaviour
Miguel Barreda-Ángeles | Ioannis Arapakis | Xiao Bai | Berkant Barla Cambazoglu | Alexandre Pereda-Baños

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Multiple Social Network Learning and Its Application in Volunteerism Tendency Prediction
Xuemeng Song | Liqiang Nie | Luming Zhang | Mohammad Akbari | Tat-Seng Chua

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HSpam14: A Collection of 14 Million Tweets for Hashtag-Oriented Spam Research
Surendra Sedhai | Aixin Sun

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Uncovering Crowdsourced Manipulation of Online Reviews
Amir Fayazi | Kyumin Lee | James Caverlee | Anna Cinzia Squicciarini

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Relevance Scores for Triples from Type-Like Relations
Hannah Bast | Björn Buchhold | Elmar Haussmann

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Fielded Sequential Dependence Model for Ad-Hoc Entity Retrieval in the Web of Data
Nikita Zhiltsov | Alexander Kotov | Fedor Nikolaev

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Mining, Ranking and Recommending Entity Aspects
Ridho Reinanda | Edgar Meij | Maarten de Rijke

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Bayesian Ranker Comparison Based on Historical User Interactions
Artem Grotov | Shimon Whiteson | Maarten de Rijke

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Untangling Result List Refinement and Ranking Quality: a Framework for Evaluation and Prediction
Jiyin He | Marc Bron | Arjen P. de Vries | Leif Azzopardi | Maarten de Rijke

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WEMAREC: Accurate and Scalable Recommendation through Weighted and Ensemble Matrix Approximation
Chao Chen | Dongsheng Li | Yingying Zhao | Qin Lv | Li Shang

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Effective Latent Models for Binary Feedback in Recommender Systems
Maksims Volkovs | Guang Wei Yu

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Personalized Recommendation via Parameter-Free Contextual Bandits
Liang Tang | Yexi Jiang | Lei Li | Chunqiu Zeng | Tao Li

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An Efficient and Scalable MetaFeature-based Document Classification Approach based on Massively Parallel Computing
Sérgio D. Canuto | Marcos André Gonçalves | Wisllay M. V. dos Santos | Thierson Couto Rosa | Wellington Martins

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BROOF: Exploiting Out-of-Bag Errors, Boosting and Random Forests for Effective Automated Classification
Thiago Salles | Marcos André Gonçalves | Victor Rodrigues | Leonardo Rocha

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Monolingual and Cross-Lingual Information Retrieval Models Based on (Bilingual) Word Embeddings
Ivan Vulic | Marie-Francine Moens

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Learning to Rank Short Text Pairs with Convolutional Deep Neural Networks
Aliaksei Severyn | Alessandro Moschitti

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Context- and Content-aware Embeddings for Query Rewriting in Sponsored Search
Mihajlo Grbovic | Nemanja Djuric | Vladan Radosavljevic | Fabrizio Silvestri | Narayan Bhamidipati

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Retrieval of Relevant Opinion Sentences for New Products
Dae Hoon Park | Hyun Duk Kim | ChengXiang Zhai | Lifan Guo

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Parametric and Non-parametric User-aware Sentiment Topic Models
Zaihan Yang | Alexander Kotov | Aravind Mohan | Shiyong Lu

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Learning to Extract Local Events from the Web
John Foley | Michael Bendersky | Vanja Josifovski

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Rank-GeoFM: A Ranking based Geographical Factorization Method for Point of Interest Recommendation
Xutao Li | Gao Cong | Xiaoli Li | Tuan-Anh Nguyen Pham | Shonali Krishnaswamy

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GeoSoCa: Exploiting Geographical, Social and Categorical Correlations for Point-of-Interest Recommendations
Jia-Dong Zhang | Chi-Yin Chow

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Optimised Scheduling of Online Experiments
Eugene Kharitonov | Craig Macdonald | Pavel Serdyukov | Iadh Ounis

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Predicting Search Satisfaction Metrics with Interleaved Comparisons
Anne Schuth | Katja Hofmann | Filip Radlinski

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Sequential Testing for Early Stopping of Online Experiments
Eugene Kharitonov | Aleksandr Vorobev | Craig Macdonald | Pavel Serdyukov | Iadh Ounis

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Inferring Searcher Attention by Jointly Modeling User Interactions and Content Salience
Dmitry Lagun | Eugene Agichtein

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Leveraging Procedural Knowledge for Task-oriented Search
Zi Yang | Eric Nyberg

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Personalizing Search on Shared Devices
Ryen W. White | Ahmed Hassan Awadallah

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Leveraging User Reviews to Improve Accuracy for Mobile App Retrieval
Dae Hoon Park | Mengwen Liu | ChengXiang Zhai | Haohong Wang

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Towards a Game-Theoretic Framework for Information Retrieval
ChengXiang Zhai

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Representative & Informative Query Selection for Learning to Rank using Submodular Functions
Rishabh Mehrotra | Emine Yilmaz

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Impact of Surrogate Assessments on High-Recall Retrieval
Adam Roegiest | Gordon V. Cormack | Charles L. A. Clarke | Maura R. Grossman

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The Benefits of Magnitude Estimation Relevance Assessments for Information Retrieval Evaluation
Andrew Turpin | Falk Scholer | Stefano Mizzaro | Eddy Maddalena

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Learning to Reweight Terms with Distributed Representations
Guoqing Zheng | Jamie Callan

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A Probabilistic Model for Information Retrieval Based on Maximum Value Distribution
Jiaul H. Paik

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Non-Compositional Term Dependence for Information Retrieval
Christina Lioma | Jakob Grue Simonsen | Birger Larsen | Niels Dalum Hansen

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On the Relation Between Assessor's Agreement and Accuracy in Gamified Relevance Assessment
Olga Megorskaya | Vladimir Kukushkin | Pavel Serdyukov

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Assessor Differences and User Preferences in Tweet Timeline Generation
Yulu Wang | Garrick Sherman | Jimmy Lin | Miles Efron

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User Variability and IR System Evaluation
Peter Bailey | Alistair Moffat | Falk Scholer | Paul Thomas

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Scientific Information Understanding via Open Educational Resources (OER)
Xiaozhong Liu | Zhuoren Jiang | Liangcai Gao

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In Situ Insights
Yuanhua Lv | Ariel Fuxman

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Islands in the Stream: A Study of Item Recommendation within an Enterprise Social Stream
Ido Guy | Roy Levin | Tal Daniel | Ella Bolshinsky

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Evaluating Streams of Evolving News Events
Gaurav Baruah | Mark D. Smucker | Charles L. A. Clarke

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Information Retrieval as Card Playing: A Formal Model for Optimizing Interactive Retrieval Interface
Yinan Zhang | Chengxiang Zhai

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From Queries to Cards: Re-ranking Proactive Card Recommendations Based on Reactive Search History
Milad Shokouhi | Qi Guo

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Using Sensor Metadata Streams to Identify Topics of Local Events in the City
M-Dyaa Albakour | Craig Macdonald | Iadh Ounis

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StarSum: A Simple Star Graph for Multi-document Summarization
Mohammed Al-Dhelaan

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Search Engine Evaluation based on Search Engine Switching Prediction
Olga Arkhipova | Lidia Grauer | Igor Kuralenok | Pavel Serdyukov

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Time-Aware Authorship Attribution for Short Text Streams
Hosein Azarbonyad | Mostafa Dehghani | Maarten Marx | Jaap Kamps

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A Priori Relevance Based On Quality and Diversity Of Social Signals
Ismail Badache | Mohand Boughanem

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Document Comprehensiveness and User Preferences in Novelty Search Tasks
Ashraf Bah | Praveen Chandar | Ben Carterette

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Cost-Aware Result Caching for Meta-Search Engines
Emre Bakkal | Ismail Sengor Altingovde | Ismail Hakki Toroslu

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From Unlabelled Tweets to Twitter-specific Opinion Words
Felipe Bravo-Marquez | Eibe Frank | Bernhard Pfahringer

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The Best Published Result is Random: Sequential Testing and its Effect on Reported Effectiveness
Ben Carterette

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Load-sensitive CPU Power Management for Web Search Engines
Matteo Catena | Craig Macdonald | Nicola Tonellotto

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Retrieval from Noisy E-Discovery Corpus in the Absence of Training Data
Anirban Chakraborty | Kripabandhu Ghosh | Swapan Kumar Parui

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Opinion Spammer Detection in Web Forum
Yu-Ren Chen | Hsin-Hsi Chen

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Multi-Faceted Recall of Continuous Active Learning for Technology-Assisted Review
Gordon V. Cormack | Maura R. Grossman

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Time Pressure and System Delays in Information Search
Anita Crescenzi | Diane Kelly | Leif Azzopardi

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How Random Decisions Affect Selective Distributed Search
Zhuyun Dai | Yubin Kim | Jamie Callan

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Comparing Approaches for Query Autocompletion
Giovanni Di Santo | Richard McCreadie | Craig Macdonald | Iadh Ounis

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Sign-Aware Periodicity Metrics of User Engagement for Online Search Quality Evaluation
Alexey Drutsa

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Modelling Term Dependence with Copulas
Carsten Eickhoff | Arjen P. de Vries | Thomas Hofmann

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Modeling Website Topic Cohesion at Scale to Improve Webpage Classification
Dhivya Eswaran | Paul N. Bennett | Joseph J. Pfeiffer III

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Topic-centric Classification of Twitter User's Political Orientation
Anjie Fang | Iadh Ounis | Philip Habel | Craig Macdonald | Nut Limsopatham

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Word Embedding based Generalized Language Model for Information Retrieval
Debasis Ganguly | Dwaipayan Roy | Mandar Mitra | Gareth J. F. Jones

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A Head-Weighted Gap-Sensitive Correlation Coefficient
Ning Gao | Douglas W. Oard

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On Term Selection Techniques for Patent Prior Art Search
Mona Golestan Far | Scott Sanner | Mohamed Reda Bouadjenek | Gabriela Ferraro | David Hawking

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Automatic Feature Generation on Heterogeneous Graph for Music Recommendation
Chun Guo | Xiaozhong Liu

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Differences in Eye-Tracking Measures Between Visits and Revisits to Relevant and Irrelevant Web Pages
Jacek Gwizdka | Yinglong Zhang

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Reducing Hubness: A Cause of Vulnerability in Recommender Systems
Kazuo Hara | Ikumi Suzuki | Kei Kobayashi | Kenji Fukumizu

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Modularity-Based Query Clustering for Identifying Users Sharing a Common Condition
Maayan Gal-On Harel | Elad Yom-Tov

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Understanding Temporal Query Intent
Mohammed Hasanuzzaman | Sriparna Saha | Gaël Dias | Stéphane Ferrari

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On the Reusability of Open Test Collections
Seyyed Hadi Hashemi | Charles L. A. Clarke | Adriel Dean-Hall | Jaap Kamps | Julia Kiseleva

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Towards Vandalism Detection in Knowledge Bases: Corpus Construction and Analysis
Stefan Heindorf | Martin Potthast | Benno Stein | Gregor Engels

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About the 'Compromised Information Need' and Optimal Interaction as Quality Measure for Search Interfaces
Eduard C. Hoenkamp

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I See You: Person-of-Interest Search in Social Networks
Hsun-Ping Hsieh | Cheng-Te Li | Rui Yan

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Towards Quantifying the Impact of Non-Uniform Information Access in Collaborative Information Retrieval
Nyi Nyi Htun | Martin Halvey | Lynne Baillie

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Features of Disagreement Between Retrieval Effectiveness Measures
Timothy Jones | Paul Thomas | Falk Scholer | Mark Sanderson

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Subsequence Search in Event-Interval Sequences
Orestis Kostakis | Aristides Gionis

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Evaluating Retrieval Models through Histogram Analysis
Kriste Krstovski | David A. Smith | Michael J. Kurtz

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Inter-Category Variation in Location Search
Chia-Jung Lee | Nick Craswell | Vanessa Peña Murdock

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Reachability based Ranking in Interactive Image Retrieval
Jiyi Li

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Modeling Multi-query Retrieval Tasks Using Density Matrix Transformation
Qiuchi Li | Jingfei Li | Peng Zhang | Dawei Song

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Predicting User Behavior in Display Advertising via Dynamic Collective Matrix Factorization
Sheng Li | Jaya Kawale | Yun Fu

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Zero-shot Image Tagging by Hierarchical Semantic Embedding
Xirong Li | Shuai Liao | Weiyu Lan | Xiaoyong Du | Gang Yang

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Using Term Location Information to Enhance Probabilistic Information Retrieval
Baiyan Liu | Xiangdong An | Jimmy Xiangji Huang

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Learning Context-aware Latent Representations for Context-aware Collaborative Filtering
Xin Liu | Wei Wu

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Exploiting User and Business Attributes for Personalized Business Recommendation
Kai Lu | Yi Zhang | Lanbo Zhang | Shuxin Wang

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Speeding up Document Ranking with Rank-based Features
Claudio Lucchese | Franco Maria Nardini | Salvatore Orlando | Raffaele Perego | Nicola Tonellotto

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Mining Measured Information from Text
Arun S. Maiya | Dale Visser | Andrew Wan

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An Initial Investigation into Fixed and Adaptive Stopping Strategies
David Maxwell | Leif Azzopardi | Kalervo Järvelin | Heikki Keskustalo

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Regularised Cross-Modal Hashing
Sean Moran | Victor Lavrenko

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Adapted B-CUBED Metrics to Unbalanced Datasets
José G. Moreno | Gaël Dias

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A Time-aware Random Walk Model for Finding Important Documents in Web Archives
Tu Ngoc Nguyen | Nattiya Kanhabua | Claudia Niederée | Xiaofei Zhu

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A Test Collection for Spoken Gujarati Queries
Douglas W. Oard | Rashmi Sankepally | Jerome White | Aren Jansen | Craig Harman

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Discovering Experts across Multiple Domains
Aditya Pal

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Using Key Concepts in a Translation Model for Retrieval
Jae Hyun Park | W. Bruce Croft

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On the Cost of Phrase-Based Ranking
Matthias Petri | Alistair Moffat

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Location-Aware Model for News Events in Social Media
Mauricio Quezada | Vanessa Peña Araya | Barbara Poblete

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Exploring Opportunities to Facilitate Serendipity in Search
Ataur Rahman | Max L. Wilson

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Combining Orthogonal Information in Large-Scale Cross-Language Information Retrieval
Shigehiko Schamoni | Stefan Riezler

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Tailoring Music Recommendations to Users by Considering Diversity, Mainstreaminess, and Novelty
Markus Schedl | David Hauger

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Challenges of Mathematical Information Retrievalin the NTCIR-11 Math Wikipedia Task
Moritz Schubotz | Abdou Youssef | Volker Markl | Howard S. Cohl

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Twitter Sentiment Analysis with Deep Convolutional Neural Networks
Aliaksei Severyn | Alessandro Moschitti

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Anchoring and Adjustment in Relevance Estimation
Milad Shokouhi | Ryen White | Emine Yilmaz

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Cognitive Activity during Web Search
Md. Hedayetul Islam Shovon | Nanda Nandagopal | Jia Tina Du | Ramasamy Vijayalakshmi | Bernadine Cocks

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Personalized Semantic Ranking for Collaborative Recommendation
Song Xu | Shu Wu | Liang Wang

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Active Learning for Entity Filtering in Microblog Streams
Damiano Spina | Maria-Hendrike Peetz | Maarten de Rijke

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Relevance-aware Filtering of Tuples Sorted by an Attribute Value via Direct Optimization of Search Quality Metrics
Nikita V. Spirin | Mikhail P. Kuznetsov | Julia Kiseleva | Yaroslav V. Spirin | Pavel A. Izhutov

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Joint Matrix Factorization and Manifold-Ranking for Topic-Focused Multi-Document Summarization
Jiwei Tan | Xiaojun Wan | Jianguo Xiao

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Towards Understanding the Impact of Length in Web Search Result Summaries over a Speech-only Communication Channel
Johanne R. Trippas | Damiano Spina | Mark Sanderson | Lawrence Cavedon

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Early Detection of Topical Expertise in Community Question Answering
David van Dijk | Manos Tsagkias | Maarten de Rijke

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LBMCH: Learning Bridging Mapping for Cross-modal Hashing
Yang Wang | Xuemin Lin | Lin Wu | Wenjie Zhang | Qing Zhang

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Gibberish, Assistant, or Master?: Using Tweets Linking to News for Extractive Single-Document Summarization
Zhongyu Wei | Wei Gao

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Adaptive User Engagement Evaluation via Multi-task Learning
Hamed Zamani | Pooya Moradi | Azadeh Shakery

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When Personalization Meets Conformity: Collective Similarity based Multi-Domain Recommendation
Xi Zhang | Jian Cheng | Shuang Qiu | Zhenfeng Zhu | Hanqing Lu

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Sub-document Timestamping of Web Documents
Yue Zhao | Claudia Hauff

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DINFRA: A One Stop Shop for Computing Multilingual Semantic Relatedness
Siamak Barzegar | Juliano Efson Sales | André Freitas | Siegfried Handschuh | Brian Davis

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VenueMusic: A Venue-Aware Music Recommender System
Zhiyong Cheng | Jialie Shen

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Shiny on Your Crazy Diagonal
Giorgio Maria Di Nunzio

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CricketLinking: Linking Event Mentions from Cricket Match Reports to Ball Entities in Commentaries
Manish Gupta

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An Aspect-driven Social Media Explorer
Nedim Lipka | W. Bruce Croft

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ERICA: Expert Guidance in Validating Crowd Answers
Nguyen Quoc Viet Hung | Duong Chi Thang | Matthias Weidlich | Karl Aberer

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Large-scale Image Retrieval using Neural Net Descriptors
David Novak | Michal Batko | Pavel Zezula

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Galean: Visualization of Geolocated News Events from Social Media
Vanessa Peña Araya | Mauricio Quezada | Barbara Poblete

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Linse: A Distributional Semantics Entity Search Engine
Juliano Efson Sales | André Freitas | Siegfried Handschuh | Brian Davis

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Online News Tracking for Ad-Hoc Queries
Jeroen B. P. Vuurens | Arjen P. de Vries | Roi Blanco | Peter Mika

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DUMPLING: A Novel Dynamic Search Engine
Andrew Jie Zhou | Jiyun Luo | Hui Yang

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Promoting User Engagement and Learning in Amorphous Search Tasks
Piyush Arora

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Cross-Platform Question Routing for Better Question Answering
Mossaab Bagdouri

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Time Pressure in Information Search
Anita Crescenzi

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Controversy Detection and Stance Analysis
Shiri Dori-Hacohen

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Using Contextual Information to Understand Searching and Browsing Behavior
Julia Kiseleva

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Transfer Learning for Information Retrieval
Pengfei Li

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Enhancing Mathematics Information Retrieval
Martin Líska

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Improving Search using Proximity-Based Statistics
Xiaolu Lu

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Spoken Conversational Search: Information Retrieval over a Speech-only Communication Channel
Johanne R. Trippas

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Finding Answers in Web Search
Evi Yulianti

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From Web Search Relevance to Vertical Search Relevance
Yi Chang

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Finding Money in the Haystack: Information Retrieval at Bloomberg
Jonathan J. Dorando | Konstantine Arkoudas | Parth Vasa | Gary Kazantsev | Gideon Mann

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If SIGIR had an Academic Track, What Would Be In It?
David Hawking

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WeChat Search & Headline: Sogou Joins Force with Tencent on Mobile Search
Chao Liu

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Structure, Personalization, Scale: A Deep Dive into LinkedIn Search
Asif Makhani

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Location in Search
Vanessa Murdock

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Challenges and Opportunities in Online Evaluation of Search Engines
Pavel Serdyukov

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Lower Search Cost
Dou Shen

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Practical Lessons for Gathering Quality Labels at Scale
Omar Alonso

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Incremental Sampling of Query Logs
Ricardo Baeza-Yates

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Bringing Order to the Job Market: Efficient Job Offer Categorization in E-Recruitment
Emmanuel Malherbe | Mario Cataldi | Andrea Ballatore

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Building and Using Models of Information Seeking, Search and Retrieval: Full Day Tutorial
Leif Azzopardi | Guido Zuccon

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Advanced Click Models and their Applications to IR: SIGIR 2015 Tutorial
Aleksandr Chuklin | Ilya Markov | Maarten de Rijke

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An Introduction to Click Models for Web Search: SIGIR 2015 Tutorial
Aleksandr Chuklin | Ilya Markov | Maarten de Rijke

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IR Evaluation: Modeling User Behavior for Measuring Effectiveness
Charles L. A. Clarke | Mark D. Smucker | Emine Yilmaz

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Information Retrieval with Verbose Queries
Manish Gupta | Michael Bendersky

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Revisiting the Foundations of IR: Timeless, Yet Timely
Paul B. Kantor

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IR Evaluation: Designing an End-to-End Offline Evaluation Pipeline
Jin Young Kim | Emine Yilmaz

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Music Retrieval and Recommendation: A Tutorial Overview
Peter Knees | Markus Schedl

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Exploiting Wikipedia for Information Retrieval Tasks
Bracha Shapira | Nir Ofek | Victor Makarenkov

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Graph Search and Beyond: SIGIR 2015 Workshop Summary
Omar Alonso | Marti A. Hearst | Jaap Kamps

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SIGIR 2015 Workshop on Reproducibility, Inexplicability, and Generalizability of Results (RIGOR)
Jaime Arguello | Fernando Diaz | Jimmy Lin | Andrew Trotman

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NeuroIR 2015: Neuro-Physiological Methods in IR Research
Jacek Gwizdka | Joemon M. Jose | Javed Mostafa | Max L. Wilson

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SPS'15: 2015 International Workshop on Social Personalization & Search
Christoph Trattner | Denis Parra | Peter Brusilovsky | Leandro Balby Marinho

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Privacy-Preserving IR 2015: When Information Retrieval Meets Privacy and Security
Hui Yang | Ian Soboroff