SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Amsterdam, The Netherlands, July 23-27, 2007

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SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Amsterdam, The Netherlands, July 23-27, 2007

Wessel Kraaij, Arjen P. de Vries, Charles L. A. Clarke, Norbert Fuhr, Noriko Kando (Editors)

Anthology ID:: 2007.sigirconf_conference-2007
Year:: 2007
Venue:: sigirconf_conference
Publisher:: ACM
URL:: https://doi.org/10.1145/1277741
DOI:: 10.1145/1277741
DBLP:: conf/sigir/2007
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SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Amsterdam, The Netherlands, July 23-27, 2007

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Strategy follows technology
Edwin van Huis

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2007 Athena Lecturer Award introduction
Karen Spärck Jones

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Natural language and the information layer
Karen Spärck Jones

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Personalized query expansion for the web
Paul-Alexandru Chirita | Claudiu S. Firan | Wolfgang Nejdl

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Using query contexts in information retrieval
Jing Bai | Jian-Yun Nie | Guihong Cao | Hugues Bouchard

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Towards task-based personal information management evaluations
David Elsweiler | Ian Ruthven

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Effective missing data prediction for collaborative filtering
Hao Ma | Irwin King | Michael R. Lyu

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Efficient bayesian hierarchical user modeling for recommendation system
Yi Zhang | Jonathan Koren

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Robust test collections for retrieval evaluation
Ben Carterette

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Reliable information retrieval evaluation with incomplete and biased judgements
Stefan Büttcher | Charles L. A. Clarke | Peter C. K. Yeung | Ian Soboroff

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Alternatives to Bpref
Tetsuya Sakai

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An interactive algorithm for asking and incorporating feature feedback into support vector machines
Hema Raghavan | James Allan

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Learn from web search logs to organize search results
Xuanhui Wang | ChengXiang Zhai

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Regularized clustering for documents
Fei Wang | Changshui Zhang | Tao Li

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Towards automatic extraction of event and place semantics from flickr tags
Tye Rattenbury | Nathaniel Good | Mor Naaman

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Hierarchical classification for automatic image annotation
Jianping Fan | Yuli Gao | Hangzai Luo

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Laplacian optimal design for image retrieval
Xiaofei He | Wanli Min | Deng Cai | Kun Zhou

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Fast generation of result snippets in web search
Andrew Turpin | Yohannes Tsegay | David Hawking | Hugh E. Williams

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The influence of caption features on clickthrough patterns in web search
Charles L. A. Clarke | Eugene Agichtein | Susan T. Dumais | Ryen W. White

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CollabSum: exploiting multiple document clustering for collaborative single document summarizations
Xiaojun Wan | Jianwu Yang

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Information re-retrieval: repeat queries in Yahoo's logs
Jaime Teevan | Eytan Adar | Rosie Jones | Michael A. S. Potts

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Studying the use of popular destinations to enhance web search interaction
Ryen W. White | Mikhail Bilenko | Silviu Cucerzan

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Neighborhood restrictions in geographic IR
Steven Schockaert | Martine De Cock

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Efficient document retrieval in main memory
Trevor Strohman | W. Bruce Croft

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Pruning policies for two-tiered inverted index with correctness guarantee
Alexandros Ntoulas | Junghoo Cho

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Topic segmentation with shared topic detection and alignment of multiple documents
Bingjun Sun | Prasenjit Mitra | C. Lee Giles | John Yen | Hongyuan Zha

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Analyzing feature trajectories for event detection
Qi He | Kuiyu Chang | Ee-Peng Lim

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New event detection based on indexing-tree and named entity
Kuo Zhang | Juan Zi | Li Gang Wu

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Random walks on the click graph
Nick Craswell | Martin Szummer

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Supporting multiple information-seeking strategies in a single system framework
Xiaojun Yuan | Nicholas J. Belkin

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Investigating the querying and browsing behavior of advanced search engine users
Ryen W. White | Dan Morris

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Term feedback for information retrieval with language models
Bin Tan | Atulya Velivelli | Hui Fang | ChengXiang Zhai

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A support vector method for optimizing average precision
Yisong Yue | Thomas Finley | Filip Radlinski | Thorsten Joachims

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A regression framework for learning ranking functions using relative relevance judgments
Zhaohui Zheng | Keke Chen | Gordon Sun | Hongyuan Zha

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An exploration of proximity measures in information retrieval
Tao Tao | ChengXiang Zhai

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Estimation and use of uncertainty in pseudo-relevance feedback
Kevyn Collins-Thompson | Jamie Callan

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Latent concept expansion using markov random fields
Donald Metzler | W. Bruce Croft

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A study of Poisson query generation model for information retrieval
Qiaozhu Mei | Hui Fang | ChengXiang Zhai

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Deconstructing nuggets: the stability and reliability of complex question answering evaluation
Jimmy Lin | Pengyi Zhang

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Interesting nuggets and their impact on definitional question answering
Kian-Wei Kor | Tat-Seng Chua

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A probabilistic graphical model for joint answer ranking in question answering
Jeongwoo Ko | Eric Nyberg | Luo Si

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Structured retrieval for question answering
Matthew W. Bilotti | Paul Ogilvie | Jamie Callan | Eric Nyberg

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On the robustness of relevance measures with incomplete judgments
Tanuja Bompada | Chi-Chao Chang | John Chen | Ravi Kumar | Rajesh Shenoy

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Test theory for assessing IR test collections
David Bodoff | Pu Li

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Strategic system comparisons via targeted relevance judgments
Alistair Moffat | William Webber | Justin Zobel

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FRank: a ranking method with fidelity loss
Ming-Feng Tsai | Tie-Yan Liu | Tao Qin | Hsin-Hsi Chen | Wei-Ying Ma

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AdaRank: a boosting algorithm for information retrieval
Jun Xu | Hang Li

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A combined component approach for finding collection-adapted ranking functions based on genetic programming
Humberto Mossri de Almeida | Marcos André Gonçalves | Marco Cristo | Pável Calado

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Feature selection for ranking
Xiubo Geng | Tie-Yan Liu | Tao Qin | Hang Li

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Relaxed online SVMs for spam filtering
D. Sculley | Gabriel Wachman

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Know your neighbors: web spam detection using the web topology
Carlos Castillo | Debora Donato | Aristides Gionis | Vanessa Murdock | Fabrizio Silvestri

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DiffusionRank: a possible penicillin for web spamming
Haixuan Yang | Irwin King | Michael R. Lyu

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Towards musical query-by-semantic-description using the CAL500 data set
Douglas Turnbull | Luke Barrington | David A. Torres | Gert R. G. Lanckriet

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A music search engine built upon audio-based and web-based similarity measures
Peter Knees | Tim Pohle | Markus Schedl | Gerhard Widmer

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Building simulated queries for known-item topics: an analysis using six european languages
Leif Azzopardi | Maarten de Rijke | Krisztian Balog

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Hits on the web: how does it compare?
Marc Najork | Hugo Zaragoza | Michael J. Taylor

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Hits hits TREC: exploring IR evaluation results with network analysis
Stefano Mizzaro | Stephen Robertson

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Combining content and link for classification using matrix factorization
Shenghuo Zhu | Kai Yu | Yun Chi | Yihong Gong

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Federated text retrieval from uncooperative overlapped collections
Milad Shokouhi | Justin Zobel

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Evaluating sampling methods for uncooperative collections
Paul Thomas | David Hawking

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Updating collection representations for federated search
Milad Shokouhi | Mark Baillie | Leif Azzopardi

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A time machine for text search
Klaus Berberich | Srikanta J. Bedathur | Thomas Neumann | Gerhard Weikum

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Principles of hash-based text retrieval
Benno Stein

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Compressed permuterm index
Paolo Ferragina | Rossano Venturini

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Query performance prediction in web search environments
Yun Zhou | W. Bruce Croft

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Broad expertise retrieval in sparse data environments
Krisztian Balog | Toine Bogers | Leif Azzopardi | Maarten de Rijke | Antal van den Bosch

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A semantic approach to contextual advertising
Andrei Z. Broder | Marcus Fontoura | Vanja Josifovski | Lance Riedel

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How well does result relevance predict session satisfaction?
Scott B. Huffman | Michael Hochster

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A new approach for evaluating query expansion: query-document term mismatch
Tonya Custis | Khalid Al-Kofahi

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Performance prediction using spatial autocorrelation
Fernando Diaz

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An outranking approach for rank aggregation in information retrieval
Mohamed Farah | Daniel Vanderpooten

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Enhancing relevance scoring with chronological term rank
Adam D. Troy | Guo-Qiang Zhang

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ARSA: a sentiment-aware model for predicting sales performance using blogs
Yang Liu | Xiangji Huang | Aijun An | Xiaohui Yu

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Vocabulary independent spoken term detection
Jonathan Mamou | Bhuvana Ramabhadran | Olivier Siohan

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Improving text classification for oral history archives with temporal domain knowledge
J. Scott Olsson | Douglas W. Oard

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Indexing confusion networks for morph-based spoken document retrieval
Ville T. Turunen | Mikko Kurimo

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Context sensitive stemming for web search
Fuchun Peng | Nawaaz Ahmed | Xin Li | Yumao Lu

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Detecting, categorizing and clustering entity mentions in Chinese text
Wenjie Li | Donglei Qian | Qin Lu | Chunfa Yuan

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Knowledge-intensive conceptual retrieval and passage extraction of biomedical literature
Wei Zhou | Clement T. Yu | Neil R. Smalheiser | Vetle I. Torvik | Jie Hong

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Heavy-tailed distributions and multi-keyword queries
Surajit Chaudhuri | Kenneth Ward Church | Arnd Christian König | Liying Sui

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ESTER: efficient search on text, entities, and relations
Hannah Bast | Alexandru Chitea | Fabian M. Suchanek | Ingmar Weber

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Web text retrieval with a P2P query-driven index
Gleb Skobeltsyn | Toan Luu | Ivana Podnar Zarko | Martin Rajman | Karl Aberer

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Using gradient descent to optimize language modeling smoothing parameters
Donald Metzler

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Locality discriminating indexing for document classification
Jiani Hu | Weihong Deng | Jun Guo | Weiran Xu

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Management of keyword variation with frequency based generation of word forms in IR
Kimmo Kettunen

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OMES: a new evaluation strategy using optimal matching for document clustering
Xiaojun Wan

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Revisiting the dependence language model for information retrieval
Loïc Maisonnasse | Éric Gaussier | Jean-Pierre Chevallet

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Quantify query ambiguity using ODP metadata
Guang Qiu | Kangmiao Liu | Jiajun Bu | Chun Chen | Zhiming Kang

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Combining error-correcting output codes and model-refinement for text categorization
Songbo Tan | Yuefen Wang

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User-oriented text segmentation evaluation measure
Martin Franz | J. Scott McCarley | Jian-Ming Xu

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Story segmentation of broadcast news in Arabic, Chinese and English using multi-window features
Martin Franz | Jian-Ming Xu

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Recommending citations for academic papers
Trevor Strohman | W. Bruce Croft | David D. Jensen

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Exploration of the tradeoff between effectiveness and efficiency for results merging in federated search
Suleyman Cetintas | Luo Si

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Understanding the relationship of information need specificity to search query length
Nina Phan | Peter Bailey | Ross Wilkinson

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An effective snippet generation method using the pseudo relevance feedback technique
Youngjoong Ko | Hongkuk An | Jungyun Seo

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Probability ranking principle via optimal expected rank
Ho Chung Wu | Robert W. P. Luk | Kam-Fai Wong

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Combining term-based and event-based matching for question answering
Michael Wiegand | Jochen L. Leidner | Dietrich Klakow

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Confluence: enhancing contextual desktop search
Karl Gyllstrom | Craig A. N. Soules | Alistair C. Veitch

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Estimating the value of automatic disambiguation
Paul Thomas | Tom Rowlands

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A generic framework for machine transliteration
A. Kumaran | Tobias Kellner

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Where to start reading a textual XML document?
Jaap Kamps | Marijn Koolen | Mounia Lalmas

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Novelty detection using local context analysis
Ronald T. Fernández | David E. Losada

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Towards robust query expansion: model selection in the language modeling framework
Mattan Winaver | Oren Kurland | Carmel Domshlak

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Automatic classification of web pages into bookmark categories
Chris Staff | Ian Bugeja

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What emotions do news articles trigger in their readers?
Kevin Hsin-Yih Lin | Changhua Yang | Hsin-Hsi Chen

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Evaluating discourse-based answer extraction for why-question answering
Suzan Verberne | Lou Boves | Nelleke Oostdijk | Peter-Arno Coppen

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Topic segmentation using weighted lexical links (WLL)
Laurianne Sitbon | Patrice Bellot

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Lexical analysis for modeling web query reformulation
Alessandro Bozzon | Paul-Alexandru Chirita | Claudiu S. Firan | Wolfgang Nejdl

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Bridging the digital divide: understanding information access practices in an indian village community
Mounia Lalmas | Ramnath Bhat | Maxine Frank | David M. Frohlich | Matt Jones

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BordaConsensus: a new consensus function for soft cluster ensembles
Xavier Sevillano | Francesc Alías | Joan Claudi Socoró

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A flexible retrieval system of shapes in binary images
Gloria Bordogna | Luca Ghilardi | Simone Milesi | Marco Pagani

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Semantic text classification of disease reporting
Yi Zhang | Bing Liu

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Evaluating relevant in context: document retrieval with a twist
Jaap Kamps | Mounia Lalmas | Jovan Pehcevski

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IDF revisited: a simple new derivation within the Robertson-Spärck Jones probabilistic model
Lillian Lee

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Validity and power of t-test for comparing MAP and GMAP
Gordon V. Cormack | Thomas R. Lynam

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Model-averaged latent semantic indexing
Miles Efron

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Characterizing the value of personalizing search
Jaime Teevan | Susan T. Dumais | Eric Horvitz

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Improving retrieval accuracy by weighting document types with clickthrough data
Peter C. K. Yeung | Charles L. A. Clarke | Stefan Büttcher

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Protecting source privacy in federated search
Wei Jiang | Luo Si | Jing Li

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Applying ranking SVM in query relaxation
Ciya Liao | Thomas Chang

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Learning to rank collections
Jingfang Xu | Xing Li

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Modelling epistemic uncertainty in ir evaluation
Murat Yakici | Mark Baillie | Ian Ruthven | Fabio Crestani

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On the importance of preserving the part-order in shape retrieval
Arne Schuldt | Björn Gottfried | Ole Osterhagen | Otthein Herzog

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The relationship between IR effectiveness measures and user satisfaction
Azzah Al-Maskari | Mark Sanderson | Paul D. Clough

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A multi-criteria content-based filtering system
Gabriella Pasi | Gloria Bordogna | Robert Villa

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Boosting static pruning of inverted files
Roi Blanco | Alvaro Barreiro

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Resource monitoring in information extraction
Jochen L. Leidner

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The DILIGENT framework for distributed information retrieval
Fabio Simeoni | Fabio Crestani | Ralf Bierig

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Varying approaches to topical web query classification
Steven M. Beitzel | Eric C. Jensen | Abdur Chowdhury | Ophir Frieder

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A comparison of pooled and sampled relevance judgments
Ian Soboroff

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Clustering short texts using wikipedia
Somnath Banerjee | Krishnan Ramanathan | Ajay Gupta

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Estimating collection size with logistic regression
Jingfang Xu | Sheng Wu | Xing Li

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Selection and ranking of text from highly imperfect transcripts for retrieval of video content
Alexander Haubold

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Enhancing patent retrieval by citation analysis
Atsushi Fujii

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MRF based approach for sentence retrieval
Keke Cai | Chun Chen | Kangmiao Liu | Jiajun Bu | Peng Huang

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Improving weak ad-hoc queries using wikipedia as external corpus
Yinghao Li | Robert Wing Pong Luk | Edward Kei Shiu Ho | Korris Fu-Lai Chung

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Fine-grained named entity recognition and relation extraction for question answering
Changki Lee | Yi-Gyu Hwang | Myung-Gil Jang

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World knowledge in broad-coverage information filtering
Bennett A. Hagedorn | Massimiliano Ciaramita | Jordi Atserias

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The influence of basic tokenization on biomedical document retrieval
Dolf Trieschnigg | Wessel Kraaij | Franciska de Jong

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Using clustering to enhance text classification
Antonia Kyriakopoulou | Theodore Kalamboukis

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A fact/opinion classifier for news articles
Adam Stepinski | Vibhu O. Mittal

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Matching resumes and jobs based on relevance models
Xing Yi | James Allan | W. Bruce Croft

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The utility of linguistic rules in opinion mining
Xiaowen Ding | Bing Liu

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A comparison of sentence retrieval techniques
Niranjan Balasubramanian | James Allan | W. Bruce Croft

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High-dimensional visual vocabularies for image retrieval
João Magalhães | Stefan M. Rüger

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A web page topic segmentation algorithm based on visual criteria and content layout
Idir Chibane | Bich-Liên Doan

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Document clustering: an optimization problem
Ao Feng

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Finding similar experts
Krisztian Balog | Maarten de Rijke

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Active learning for class imbalance problem
Seyda Ertekin | Jian Huang | C. Lee Giles

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Strategies for retrieving plagiarized documents
Benno Stein | Sven Meyer zu Eissen | Martin Potthast

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Generative modeling of persons and documents for expert search
Pavel Serdyukov | Djoerd Hiemstra | Maarten M. Fokkinga | Peter M. G. Apers

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Random walk term weighting for information retrieval
Roi Blanco | Christina Lioma

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Comparing query logs and pseudo-relevance feedbackfor web-search query refinement
Ryen W. White | Charles L. A. Clarke | Silviu Cucerzan

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Automatic extension of non-english wordnets
Katja Hofmann | Erik F. Tjong Kim Sang

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First experiments searching spontaneous Czech speech
Pavel Ircing | Douglas W. Oard | Jan Hoidekr

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Power and bias of subset pooling strategies
Gordon V. Cormack | Thomas R. Lynam

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Problems with Kendall's tau
Mark Sanderson | Ian Soboroff

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Opinion holder extraction from author and authority viewpoints
Yohei Seki

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Incorporating term dependency in the dfr framework
Jie Peng | Craig Macdonald | Ben He | Vassilis Plachouras | Iadh Ounis

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Hits on question answer portals: exploration of link analysis for author ranking
Pawel Jurczyk | Eugene Agichtein

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Heads and tails: studies of web search with common and rare queries
Doug Downey | Susan T. Dumais | Eric Horvitz

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Dimensionality reduction for dimension-specific search
Zi Huang | Heng Tao Shen | Xiaofang Zhou | Dawei Song | Stefan M. Rüger

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An effective method for finding best entry points in semi-structured documents
Eugen Popovici | Pierre-Francois Marteau | Gildas Ménier

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Query rewriting using active learning for sponsored search
Wei Vivian Zhang | Xiaofei He | Benjamin Rey | Rosie Jones

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An analysis of peer-to-peer file-sharing system queries
Linh Thai Nguyen | Dongmei Jia | Wai Gen Yee | Ophir Frieder

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Investigating the relevance of sponsored results for web ecommerce queries
Bernard J. Jansen

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Viewing online searching within a learning paradigm
Bernard J. Jansen | Brian Keith Smith | Danielle L. Booth

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More efficient parallel computation of pagerank
John R. Wicks | Amy Greenwald

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Using similarity links as shortcuts to relevant web pages
Mark D. Smucker | James Allan

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Fast exact maximum likelihood estimation for mixture of language models
Yi Zhang | Wei Xu

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TimedTextRank: adding the temporal dimension to multi-document summarization
Xiaojun Wan

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Winnowing wheat from the chaff: propagating trust to sift spam from the web
Lan Nie | Baoning Wu | Brian D. Davison

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Feature engineering for mobile (SMS) spam filtering
Gordon V. Cormack | José María Gómez Hidalgo | Enrique Puertas Sanz

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Ranking by community relevance
Lan Nie | Brian D. Davison | Baoning Wu

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Query suggestion based on user landing pages
Silviu Cucerzan | Ryen W. White

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Making mind and machine meet: a study of combining cognitive and algorithmic relevance feedback
Chirag Shah | Diane Kelly | Xin Fu

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Using collaborative queries to improve retrieval for difficult topics
Xin Fu | Diane Kelly | Chirag Shah

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Retrieval of discussions from enterprise mailing lists
Maheedhar Kolla | Olga Vechtomova

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Effects of highly agreed documents in relevancy prediction
Andrés R. Masegosa | Hideo Joho | Joemon M. Jose

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Detecting word substitutions: PMI vs. HMM
Dmitri Roussinov | SzeWang Fong | David B. Skillicorn

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Workload sampling for enterprise search evaluation
Tom Rowlands | David Hawking | Ramesh S. Sankaranarayana

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Document layout and color driven image retrieval
Pere Obrador

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Large-scale cluster-based retrieval experiments on Turkish texts
Ismail Sengör Altingövde | Rifat Ozcan | Huseyin Cagdas Öcalan | Fazli Can | Özgür Ulusoy

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Improving active learning recall via disjunctive boolean constraints
Emre Velipasaoglu | Hinrich Schütze | Jan O. Pedersen

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Creativity support: information discovery and exploratory search
Eunyee Koh | Andruid Kerne | Rodney Hill

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MQX: multi-query engine for compressed XML data
Xiaoling Wang | Aoying Zhou | Juzhen He | Wilfred Ng

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ISKODOR: unified user modeling for integrated searching
Melanie Gnasa | Armin B. Cremers | Douglas W. Oard

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Babel: a machine transliteration workbench
A. Kumaran | Tobias Kellner

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X-Site: a workplace search tool for software engineers
Peter C. K. Yeung | Luanne Freund | Charles L. A. Clarke

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The wild thing goes local
Kenneth Ward Church | Bo Thiesson

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DiscoverInfo: a tool for discovering information with relevance and novelty
Chirag Shah | Gary Marchionini

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Radio Oranje: searching the queen's speech(es)
Willemijn Heeren | Laurens van der Werff | Roeland Ordelman | Arjan van Hessen | Franciska de Jong

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Mobile interface of the memoria project
Ricardo J. Dias | Rui M. Jesus | Rute Frias | Nuno Correia

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A full-text retrieval toolkit for mobile desktop search
Wei Chen | Jiajun Bu | Kangmiao Liu | Chun Chen | Chen Zhang

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EXPOSE: searching the web for expertise
Fabian Kaiser | Holger Schwarz | Mihály Jakob

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Text categorization for streams
D. L. Thomas | W. J. Teahan

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Search results using timeline visualizations
Omar Alonso | Michael Gertz | Ricardo A. Baeza-Yates

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Wikipedia in the pocket: indexing technology for near-duplicate detection and high similarity search
Martin Potthast

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Nexus: a real time QA system
Kisuh Ahn | Bonnie L. Webber

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Geographic ranking for a local search engine
Tony Abou-Assaleh | Weizheng Gao

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Focused ranking in a vertical search engine
Philip O'Brien | Tony Abou-Assaleh

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A "do-it-yourself" evaluation service for music information retrieval systems
M. Cameron Jones | Mert Bay | J. Stephen Downie | Andreas F. Ehmann

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IR-Toolbox: an experiential learning tool for teaching IR
Efthimis N. Efthimiadis | Nathan G. Freier

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Beyond classical measures: how to evaluate the effectiveness of interactive information retrieval system?
Azzah Al-Maskari

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People search in the enterprise
Krisztian Balog

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Efficient integration of proximity for text, semi-structured and graph retrieval
Andreas Broschart

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Attention-based information retrieval
Georg Buscher

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A summarisation logic for structured documents
Jan Frederik Forst

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Information-behaviour modeling with external cues
Michael Huggett

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Fuzzy temporal and spatial reasoning for intelligent information retrieval
Steven Schockaert

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Paragraph retrieval for why-question answering
Suzan Verberne

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Global resources for peer-to-peer text retrieval
Hans Friedrich Witschel

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Automatic query-time generation of retrieval expert coefficients for multimedia retrieval
Peter Wilkins