Special Interest Group on Information Retrieval Conference (2010)

Workshops

Proceedings of the 8th Workshop on Large-Scale Distributed Systems for Information Retrieval, Geneva, Switzerland, July 23, 2010 9 papers

Proceedings of the 8th Workshop on Large-Scale Distributed Systems for Information Retrieval, Geneva, Switzerland, July 23, 2010

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Proceedings of the 8th Workshop on Large-Scale Distributed Systems for Information Retrieval, Geneva, Switzerland, July 23, 2010

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Twitter
Abdur Chowdhury

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Towards a Distributed Search Engine
Ricardo Baeza-Yates

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Query-Based Sampling using Snippets
Almer S. Tigelaar | Djoerd Hiemstra

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RankReduce - Processing K-Nearest Neighbor Queries on Top of MapReduce
Aleksandar Stupar | Sebastian Michel | Ralf Schenkel

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Topic-based Index Partitions for Efficient and Effective Selective Search
Anagha Kulkarni | Jamie Callan

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Scaling Out All Pairs Similarity Search with MapReduce
Gianmarco De Francisci Morales | Claudio Lucchese | Ranieri Baraglia

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Efficient Dynamic Pruning with Proximity Support
Nicola Tonellotto | Craig Macdonald | Iadh Ounis

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Performance Evaluation of Large-scale Information Retrieval Systems Scaling Down
Fidel Cacheda | Victor Carneiro | Diego Fernández | Vreixo Formoso

Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2010, Geneva, Switzerland, July 19-23, 2010

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Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2010, Geneva, Switzerland, July 19-23, 2010

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Is the Cranfield paradigm outdated?
Donna Harman

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Prototype hierarchy based clustering for the categorization and navigation of web collections
Zhaoyan Ming | Kai Wang | Tat-Seng Chua

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Person name disambiguation by bootstrapping
Minoru Yoshida | Masaki Ikeda | Shingo Ono | Issei Sato | Hiroshi Nakagawa

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Self-taught hashing for fast similarity search
Dell Zhang | Jun Wang | Deng Cai | Jinsong Lu

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Personalizing information retrieval for multi-session tasks: the roles of task stage and task type
Jingjing Liu | Nicholas J. Belkin

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Predicting searcher frustration
Henry Allen Feild | James Allan | Rosie Jones

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The good, the bad, and the random: an eye-tracking study of ad quality in web search
Georg Buscher | Susan T. Dumais | Edward Cutrell

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Ranking using multiple document types in desktop search
Jin Young Kim | W. Bruce Croft

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Acquisition of instance attributes via labeled and related instances
Enrique Alfonseca | Marius Pasca | Enrique Robledo-Arnuncio

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Relevance and ranking in online dating systems
Fernando Diaz | Donald Metzler | Sihem Amer-Yahia

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Scalability of findability: effective and efficient IR operations in large information networks
Weimao Ke | Javed Mostafa

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Query forwarding in geographically distributed search engines
Berkant Barla Cambazoglu | Emre Varol | Enver Kayaaslan | Cevdet Aykanat | Ricardo Baeza-Yates

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A joint probabilistic classification model for resource selection
Dzung Hong | Luo Si | Paul J. Bracke | Michael Witt | Tim Juchcinski

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Temporal click model for sponsored search
Wanhong Xu | Eren Manavoglu | Erick Cantú-Paz

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Freshness matters: in flowers, food, and web authority
Na Dai | Brian D. Davison

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The importance of anchor text for ad hoc search revisited
Marijn Koolen | Jaap Kamps

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Ready to buy or just browsing?: detecting web searcher goals from interaction data
Qi Guo | Eugene Agichtein

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Learning to efficiently rank
Lidan Wang | Jimmy Lin | Donald Metzler

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Ranking for the conversion funnel
Abraham Bagherjeiran | Andrew O. Hatch | Adwait Ratnaparkhi

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How good is a span of terms?: exploiting proximity to improve web retrieval
Krysta M. Svore | Pallika H. Kanani | Nazan Khan

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Learning to rank only using training data from related domain
Wei Gao | Peng Cai | Kam-Fai Wong | Aoying Zhou

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Optimal meta search results clustering
Claudio Carpineto | Giovanni Romano

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Analysis of structural relationships for hierarchical cluster labeling
Markus Muhr | Roman Kern | Michael Granitzer

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On the existence of obstinate results in vector space models
Milos Radovanovic | Alexandros Nanopoulos | Mirjana Ivanovic

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Social media recommendation based on people and tags
Ido Guy | Naama Zwerdling | Inbal Ronen | David Carmel | Erel Uziel

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A network-based model for high-dimensional information filtering
Nikolaos Nanas | Manolis Vavalis | Anne N. De Roeck

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Temporal diversity in recommender systems
Neal Lathia | Stephen Hailes | Licia Capra | Xavier Amatriain

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Serendipitous recommendations via innovators
Noriaki Kawamae

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On statistical analysis and optimization of information retrieval effectiveness metrics
Jun Wang | Jianhan Zhu

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Information-based models for ad hoc IR
Stéphane Clinchant | Éric Gaussier

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Score distribution models: assumptions, intuition, and robustness to score manipulation
Evangelos Kanoulas | Keshi Dai | Virgiliu Pavlu | Javed A. Aslam

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Refactoring the search problem
Gary William Flake

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Geometric representations for multiple documents
Jangwon Seo | W. Bruce Croft

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Using statistical decision theory and relevance models for query-performance prediction
Anna Shtok | Oren Kurland | David Carmel

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Image search by concept map
Hao Xu | Jingdong Wang | Xian-Sheng Hua | Shipeng Li

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Evaluating verbose query processing techniques
Samuel J. Huston | W. Bruce Croft

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SED: supervised experimental design and its application to text classification
Yi Zhen | Dit-Yan Yeung

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Multilabel classification with meta-level features
Siddharth Gopal | Yiming Yang

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Estimation of statistical translation models based on mutual information for ad hoc information retrieval
Maryam Karimzadehgan | ChengXiang Zhai

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DivQ: diversification for keyword search over structured databases
Elena Demidova | Peter Fankhauser | Xuan Zhou | Wolfgang Nejdl

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Finding support sentences for entities
Roi Blanco | Hugo Zaragoza

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Interactive retrieval based on faceted feedback
Lanbo Zhang | Yi Zhang

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A comparison of general vs personalised affective models for the prediction of topical relevance
Ioannis Arapakis | Konstantinos Athanasakos | Joemon M. Jose

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Understanding web browsing behaviors through Weibull analysis of dwell time
Chao Liu | Ryen W. White | Susan T. Dumais

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Segmentation of multi-sentence questions: towards effective question retrieval in cQA services
Kai Wang | Zhaoyan Ming | Xia Hu | Tat-Seng Chua

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Mining the blogosphere for top news stories identification
Yeha Lee | Hun-Young Jung | Woosang Song | Jong-Hyeok Lee

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Proximity-based opinion retrieval
Shima Gerani | Mark James Carman | Fabio Crestani

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Evaluating and predicting answer quality in community QA
Chirag Shah | Jeffrey Pomerantz

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Adaptive near-duplicate detection via similarity learning
Hannaneh Hajishirzi | Wen-tau Yih | Aleksander Kolcz

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A content based approach for discovering missing anchor text for web search
Xing Yi | James Allan

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Uncovering social spammers: social honeypots + machine learning
Kyumin Lee | James Caverlee | Steve Webb

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Studying trailfinding algorithms for enhanced web search
Adish Singla | Ryen White | Jeff Huang

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Collecting high quality overlapping labels at low cost
Hui Yang | Anton Mityagin | Krysta M. Svore | Sergey Markov

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Multi-style language model for web scale information retrieval
Kuansan Wang | Xiaolong Li | Jianfeng Gao

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Combining coregularization and consensus-based self-training for multilingual text categorization
Massih-Reza Amini | Cyril Goutte | Nicolas Usunier

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Towards subjectifying text clustering
Sajib Dasgupta | Vincent Ng

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EUSUM: extracting easy-to-understand english summaries for non-native readers
Xiaojun Wan | Huiying Li | Jianguo Xiao

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Visual summarization of web pages
Binxing Jiao | Linjun Yang | Jizheng Xu | Feng Wu

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Learning more powerful test statistics for click-based retrieval evaluation
Yisong Yue | Yue Gao | Olivier Chapelle | Ya Zhang | Thorsten Joachims

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Query similarity by projecting the query-flow graph
Ilaria Bordino | Carlos Castillo | Debora Donato | Aristides Gionis

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The demographics of web search
Ingmar Weber | Carlos Castillo

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A user behavior model for average precision and its generalization to graded judgments
Georges Dupret | Benjamin Piwowarski

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The effect of assessor error on IR system evaluation
Ben Carterette | Ian Soboroff

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Reusable test collections through experimental design
Ben Carterette | Evangelos Kanoulas | Virgiliu Pavlu | Hui Fang

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Do user preferences and evaluation measures line up?
Mark Sanderson | Monica Lestari Paramita | Paul D. Clough | Evangelos Kanoulas

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Estimating advertisability of tail queries for sponsored search
Sandeep Pandey | Kunal Punera | Marcus Fontoura | Vanja Josifovski

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Exploring reductions for long web queries
Niranjan Balasubramanian | Giridhar Kumaran | Vitor R. Carvalho

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Positional relevance model for pseudo-relevance feedback
Yuanhua Lv | ChengXiang Zhai

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Assessing the scenic route: measuring the value of search trails in web logs
Ryen W. White | Jeff Huang

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Human performance and retrieval precision revisited
Mark D. Smucker | Chandra Prakash Jethani

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Extending average precision to graded relevance judgments
Stephen E. Robertson | Evangelos Kanoulas | Emine Yilmaz

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PRES: a score metric for evaluating recall-oriented information retrieval applications
Walid Magdy | Gareth J. F. Jones

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Content-enriched classifier for web video classification
Bin Cui | Ce Zhang | Gao Cong

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Robust audio identification for MP3 popular music
Wei Li | Yaduo Liu | Xiangyang Xue

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Effective music tagging through advanced statistical modeling
Jialie Shen | Wang Meng | Shuicheng Yan | HweeHwa Pang | Xian-Sheng Hua

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Properties of optimally weighted data fusion in CBMIR
Peter Wilkins | Alan F. Smeaton | Paul Ferguson

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To translate or not to translate?
Chia-Jung Lee | Chin-Hui Chen | Shao-Hang Kao | Pu-Jen Cheng

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Multilingual PRF: english lends a helping hand
Manoj Kumar Chinnakotla | Karthik Raman | Pushpak Bhattacharyya

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Comparing the sensitivity of information retrieval metrics
Filip Radlinski | Nick Craswell

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Efficient partial-duplicate detection based on sequence matching
Qi Zhang | Yue Zhang | Haomin Yu | Xuanjing Huang

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Discriminative models of integrating document evidence and document-candidate associations for expert search
Yi Fang | Luo Si | Aditya P. Mathur

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Vertical selection in the presence of unlabeled verticals
Jaime Arguello | Fernando Diaz | Jean-François Paiement

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Exploring desktop resources based on user activity analysis
Yukun Li | Xiangyu Zhang | Xiaofeng Meng

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A data-parallel toolkit for information retrieval
Dennis Fetterly | Frank McSherry

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Finding and filtering information for children
Desmond Elliott | Richard Glassey | Tamara Polajnar | Leif Azzopardi

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Si-Fi: interactive similar item finder
Inbeom Hwang | Minsuk Kahng | Sung Eun Park | Jinwook Seo | Sang-goo Lee

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Suggesting related topics in web search
Santosh Raju | Shaishav Kumar | Raghavendra Udupa

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Agro-Gator: digesting experts, logs, and N-grams
Michael Huggett

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Medical search and classification tools for recommendation
Xiangji Huang | Aijun An | Qinmin Hu

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Multilingual people search
Shaishav Kumar | Raghavendra Udupa

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Closed form solution of similarity algorithms
Yuanzhe Cai | Miao Zhang | Chris H. Q. Ding | Sharma Chakravarthy

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Blog snippets: a comments-biased approach
Javier Parapar | Jorge López-Castro | Alvaro Barreiro

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SIGIR: scholar vs. scholars' interpretation
James Lanagan | Alan F. Smeaton

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Effective query expansion with the resistance distance based term similarity metric
Shuguang Wang | Milos Hauskrecht

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A method to automatically construct a user knowledge model in a forum environment
Ahmad Kardan | Mehdi Garakani | Bamdad Bahrani

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Multi-modal query expansion for web video search
Bailan Feng | Juan Cao | Zhineng Chen | Yongdong Zhang | Shouxun Lin

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Context aware query classification using dynamic query window and relationship net
Nazli Goharian | Saket S. R. Mengle

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Predicting query potential for personalization, classification or regression?
Chen Chen | Muyun Yang | Sheng Li | Tiejun Zhao | Haoliang Qi

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The impact of collection size on relevance and diversity
Marijn Koolen | Jaap Kamps

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Spatial relationships in visual graph modeling for image categorization
Trong-Ton Pham | Philippe Mulhem | Loïc Maisonnasse

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A picture is worth a thousand search results: finding child-oriented multimedia results with collAge
Karl Gyllstrom | Marie-Francine Moens

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Query recovery of short user queries: on query expansion with stopwords
Johannes Leveling | Gareth J. F. Jones

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Where to start filtering redundancy?: a cluster-based approach
Ronald T. Fernández | Javier Parapar | David E. Losada | Alvaro Barreiro

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Flickr group recommendation based on tensor decomposition
Nan Zheng | Qiudan Li | Shengcai Liao | Leiming Zhang

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Robust music identification based on low-order zernike moment in the compressed domain
Wei Li | Yaduo Liu | Xiangyang Xue

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Estimating interference in the QPRP for subtopic retrieval
Guido Zuccon | Leif Azzopardi | Claudia Hauff | Keith van Rijsbergen

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Query quality: user ratings and system predictions
Claudia Hauff | Franciska de Jong | Diane Kelly | Leif Azzopardi

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Multi-field learning for email spam filtering
Wuying Liu | Ting Wang

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Language-model-based pro/con classification of political text
Rawia Awadallah | Maya Ramanath | Gerhard Weikum

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Intent boundary detection in search query logs
Chieh-Jen Wang | Kevin Hsin-Yih Lin | Hsin-Hsi Chen

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Semi-supervised spam filtering using aggressive consistency learning
Mona Mojdeh | Gordon V. Cormack

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Entropy descriptor for image classification
Hongyu Li | Junyu Niu | Jiachen Chen | Huibo Liu

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Has portfolio theory got any principles?
Guido Zuccon | Leif Azzopardi | Keith van Rijsbergen

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Re-examination on lam% in spam filtering
Haoliang Qi | Muyun Yang | Xiaoning He | Sheng Li

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Unsupervised estimation of dirichlet smoothing parameters
Jangwon Seo | W. Bruce Croft

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Comparing click-through data to purchase decisions for retrieval evaluation
Katja Hofmann | Bouke Huurnink | Marc Bron | Maarten de Rijke

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Personalize web search results with user's location
Yumao Lu | Fuchun Peng | Xing Wei | Benoît Dumoulin

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Using search session context for named entity recognition in query
Junwu Du | Zhimin Zhang | Jun Yan | Yan Cui | Zheng Chen

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Predicting escalations of medical queries based on web page structure and content
Ryen W. White | Eric Horvitz

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Contextual video advertising system using scene information inferred from video scripts
Bong-Jun Yi | Jung-Tae Lee | Hyun-Wook Woo | Hae-Chang Rim

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Cross-language retrieval using link-based language models
Benjamin Roth | Dietrich Klakow

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Search system requirements of patent analysts
Leif Azzopardi | Wim Vanderbauwhede | Hideo Joho

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On performance of topical opinion retrieval
Giambattista Amati | Giuseppe Amodeo | Valerio Capozio | Carlo Gaibisso | Giorgio Gambosi

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Improving sentence retrieval with an importance prior
Leif Azzopardi | Ronald T. Fernández | David E. Losada

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Focused access to sparsely and densely relevant documents
Paavo Arvola | Jaana Kekäläinen | Marko Junkkari

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Text document clustering with metric learning
Jinlong Wang | Shunyao Wu | Huy Quan Vu | Gang Li

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Predicting query performance on the web
Niranjan Balasubramanian | Giridhar Kumaran | Vitor R. Carvalho

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Hashtag retrieval in a microblogging environment
Miles Efron

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Crowdsourcing a wikipedia vandalism corpus
Martin Potthast

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MEMOSE: search engine for emotions in multimedia documents
Kathrin Knautz | Tobias Siebenlist | Wolfgang G. Stock

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Hierarchical pitman-yor language model for information retrieval
Saeedeh Momtazi | Dietrich Klakow

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Entity summarization of news articles
Gianluca Demartini | Malik Muhammad Saad Missen | Roi Blanco | Hugo Zaragoza

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The power of naive query segmentation
Matthias Hagen | Martin Potthast | Benno Stein | Christof Bräutigam

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Clicked phrase document expansion for sponsored search ad retrieval
Dustin Hillard | Chris Leggetter

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Three web-based heuristics to determine a person's or institution's country of origin
Markus Schedl | Klaus Seyerlehner | Dominik Schnitzer | Gerhard Widmer | Cornelia Schiketanz

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Exploiting click-through data for entity retrieval
Bodo Billerbeck | Gianluca Demartini | Claudiu S. Firan | Tereza Iofciu | Ralf Krestel

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Feature subset non-negative matrix factorization and its applications to document understanding
Dingding Wang | Chris H. Q. Ding | Tao Li

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Learning to rank query reformulations
Van Dang | Michael Bendersky | W. Bruce Croft

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Many are better than one: improving multi-document summarization via weighted consensus
Dingding Wang | Tao Li

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Exploring the use of labels to shortcut search trails
Ryen W. White | Raman Chandrasekar

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Investigating the suboptimality and instability of pseudo-relevance feedback
Raghavendra Udupa | Abhijit Bhole

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From fusion to re-ranking: a semantic approach
Annalina Caputo | Pierpaolo Basile | Giovanni Semeraro

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High precision opinion retrieval using sentiment-relevance flows
Seung-Wook Lee | Jung-Tae Lee | Young-In Song | Hae-Chang Rim

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Ontology-enriched multi-document summarization in disaster management
Lei Li | Dingding Wang | Chao Shen | Tao Li

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Multi-view clustering of multilingual documents
Young-Min Kim | Massih-Reza Amini | Cyril Goutte | Patrick Gallinari

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A stack decoder approach to approximate string matching
Juan M. Huerta

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Late fusion of compact composite descriptorsfor retrieval from heterogeneous image databases
Savvas A. Chatzichristofis | Avi Arampatzis

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Inferring user intent in web search by exploiting social annotations
José M. Conde | David Vallet | Pablo Castells

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Query term ranking based on dependency parsing of verbose queries
Jae Hyun Park | W. Bruce Croft

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A ranking approach to target detection for automatic link generation
Jiyin He | Maarten de Rijke

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Probabilistic latent maximal marginal relevance
Shengbo Guo | Scott Sanner

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Using local precision to compare search engines in consumer health information retrieval
Carla Teixeira Lopes | Cristina Ribeiro

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multi Searcher: can we support people to get information from text they can't read or understand?
Farag Ahmed | Andreas Nürnberger

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Linking wikipedia to the web
Rianne Kaptein | Pavel Serdyukov | Jaap Kamps

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Short text classification in twitter to improve information filtering
Bharath Sriram | Dave Fuhry | Engin Demir | Hakan Ferhatosmanoglu | Murat Demirbas

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A framework for BM25F-based XML retrieval
Kelly Y. Itakura | Charles L. A. Clarke

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Can search systems detect users' task difficulty?: some behavioral signals
Jingjing Liu | Chang Liu | Jacek Gwizdka | Nicholas J. Belkin

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Query log analysis in the context of information retrieval for children
Sergio Duarte Torres | Djoerd Hiemstra | Pavel Serdyukov

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Transitive history-based query disambiguation for query reformulation
Karim Filali | Anish Nair | Chris Leggetter

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Using flickr geotags to predict user travel behaviour
Maarten Clements | Pavel Serdyukov | Arjen P. de Vries | Marcel J. T. Reinders

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Metrics for assessing sets of subtopics
Filip Radlinski | Martin Szummer | Nick Craswell

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Learning to select rankers
Niranjan Balasubramanian | James Allan

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VisualSum: an interactive multi-document summarizationsystem using visualization
Yi Zhang | Dingding Wang | Tao Li

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Web page publication time detection and its application for page rank
Zhumin Chen | Jun Ma | Chaoran Cui | Hongxing Rui | Shaomang Huang

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HCC: a hierarchical co-clustering algorithm
Jingxuan Li | Tao Li

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Retrieval system evaluation: automatic evaluation versus incomplete judgments
Claudia Hauff | Franciska de Jong

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Aspect presence verification conditional on other aspects
Dmitri Roussinov

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The value of visual elements in web search
Marilyn Ostergren | Seung-yon Yu | Efthimis N. Efthimiadis

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Diversification of search results using webgraphs
Praveen Chandar | Ben Carterette

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Capturing page freshness for web search
Na Dai | Brian D. Davison

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S-PLASA+: adaptive sentiment analysis with application to sales performance prediction
Yang Liu | Xiaohui Yu | Xiangji Huang | Aijun An

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Supervised query modeling using wikipedia
Edgar Meij | Maarten de Rijke

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A two-stage model for blog feed search
Wouter Weerkamp | Krisztian Balog | Maarten de Rijke

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Machine learned ranking of entity facets
Roelof van Zwol | Lluis Garcia Pueyo | Mridul Muralidharan | Börkur Sigurbjörnsson

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User comments for news recommendation in social media
Jia Wang | Qing Li | Yuanzhu Peter Chen

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Incorporating global information into named entity recognition systems using relational context
Yuval Merhav | Filipe de Sá Mesquita | Denilson Barbosa | Wai Gen Yee | Ophir Frieder

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Achieving high accuracy retrieval using intra-document term ranking
Hyun-Wook Woo | Jung-Tae Lee | Seung-Wook Lee | Young-In Song | Hae-Chang Rim

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Author interest topic model
Noriaki Kawamae

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On the relationship between effectiveness and accessibility
Leif Azzopardi | Richard Bache

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Visual concept-based selection of query expansions for spoken content retrieval
Stevan Rudinac | Martha A. Larson | Alan Hanjalic

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Mining adjacent markets from a large-scale ads video collection for image advertising
Guwen Feng | Xin-Jing Wang | Lei Zhang | Wei-Ying Ma

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Learning the click-through rate for rare/new ads from similar ads
Kushal S. Dave | Vasudeva Varma

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Graphical models for text: a new paradigm for text representation and processing
Charu C. Aggarwal | Peixiang Zhao

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A survival modeling approach to biomedical search result diversification using wikipedia
Xiaoshi Yin | Xiangji Huang | Xiaofeng Zhou | Zhoujun Li

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Low cost evaluation in information retrieval
Ben Carterette | Evangelos Kanoulas | Emine Yilmaz

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Learning to rank for information retrieval
Tie-Yan Liu

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Introduction to probabilistic models in IR
Victor Lavrenko

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Multimedia information retrieval
Stefan M. Rüger

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Web retrieval: the role of users
Ricardo Baeza-Yates | Yoëlle S. Maarek

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Information retrieval challenges in computational advertising
Andrei Z. Broder | Evgeniy Gabrilovich | Vanja Josifovski

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Extraction of open-domain class attributes from text: building blocks for faceted search
Marius Pasca

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From federated to aggregated search
Fernando Diaz | Mounia Lalmas | Milad Shokouhi

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Estimating the query difficulty for information retrieval
David Carmel | Elad Yom-Tov

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Search and browse log mining for web information retrieval: challenges, methods, and applications
Daxin Jiang | Jian Pei | Hang Li

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Information retrieval for e-discovery
David D. Lewis

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On the mono- and cross-language detection of text reuse and plagiarism
Alberto Barrón-Cedeño

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User interface designs to support the social transfer of web search expertise
Neema Moraveji

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Leveraging user interaction and collaboration for improving multilingual information access in digital libraries
Juliane Stiller

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Entity information management in complex networks
Yi Fang

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Finding people and their utterances in social media
Wouter Weerkamp

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Leveraging user-generated content for news search
Richard McCreadie

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User centered story tracking
Ilija Subasic

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Reverse annotation based retrieval from large document image collections
K. Pramod Sankar

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Learning hidden variable models for blog retrieval
Mengqiu Wang

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Investigation on smoothing and aggregation methods in blog retrieval
Mostafa Keikha

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Aiming for user experience in information retrieval: towards user-centered relevance (UCR)
Frans van der Sluis | Betsy van Dijk | Egon L. van den Broek