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Proceedings of the Forth International Conference on Web Search and Web Data Mining, WSDM 2011, Hong Kong, China, February 9-12, 2011

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Crowdsourcing 101: putting the WSDM of crowds to work for you
Omar Alonso | Matthew Lease

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Introduction to display advertising: a half-day tutorial
Andrei Z. Broder | Vanja Josifovski | Jayavel Shanmugasundaram

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Crowdsourcing for search and data mining
Vitor R. Carvalho | Matthew Lease | Emine Yilmaz

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User modeling for web applications
David Carmel | Vanja Josifovski | Yoelle Maarek

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Exploiting statistical and relational information on the web and in social media
Lise Getoor | Lilyana Mihalkova

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Web retrieval: the role of users
Ricardo Baeza-Yates | Yoelle Maarek

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Mining billion-node graphs: patterns, generators and tools
Christos Faloutsos

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Who uses web search for what: and how
Ingmar Weber | Alejandro Jaimes

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Personalizing web search using long term browsing history
Nicolaas Matthijs | Filip Radlinski

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#TwitterSearch: a comparison of microblog search and web search
Jaime Teevan | Daniel Ramage | Meredith Ringel Morris

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Identifying topical authorities in microblogs
Aditya Pal | Scott Counts

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Correcting for missing data in information cascades
Eldar Sadikov | Montserrat Medina | Jure Leskovec | Hector Garcia-Molina

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Everyone's an influencer: quantifying influence on twitter
Eytan Bakshy | Jake M. Hofman | Winter A. Mason | Duncan J. Watts

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A comparative analysis of cascade measures for novelty and diversity
Charles L. A. Clarke | Nick Craswell | Ian Soboroff | Azin Ashkan

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Understanding and predicting personal navigation
Jaime Teevan | Daniel J. Liebling | Gayathri Ravichandran Geetha

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Quality-biased ranking of web documents
Michael Bendersky | W. Bruce Croft | Yanlei Diao

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Ranking from pairs and triplets: information quality, evaluation methods and query complexity
Kira Radinsky | Nir Ailon

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Bing dialog model: intent, knowledge and user interaction
Harry Shum

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We feel fine and searching the emotional web
Sepandar D. Kamvar | Jonathan Harris

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Efficient indexing of repeated n-grams
Samuel J. Huston | Alistair Moffat | W. Bruce Croft

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Batch query processing for web search engines
Shuai Ding | Josh Attenberg | Ricardo Baeza-Yates | Torsten Suel

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Detecting duplicate web documents using clickthrough data
Filip Radlinski | Paul N. Bennett | Emine Yilmaz

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KMV-peer: a robust and adaptive peer-selection algorithm
Yosi Mass | Yehoshua Sagiv | Michal Shmueli-Scheuer

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Understanding temporal query dynamics
Anagha Kulkarni | Jaime Teevan | Krysta M. Svore | Susan T. Dumais

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Patterns of temporal variation in online media
Jaewon Yang | Jure Leskovec

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Using graded-relevance metrics for evaluating community QA answer selection
Tetsuya Sakai | Daisuke Ishikawa | Noriko Kando | Yohei Seki | Kazuko Kuriyama | Chin-Yew Lin

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Mining social images with distance metric learning for automated image tagging
Pengcheng Wu | Steven C. H. Hoi | Peilin Zhao | Ying He

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Dynamic relationship and event discovery
Anish Das Sarma | Alpa Jain | Cong Yu

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Joint training for open-domain extraction on the web: exploiting overlap when supervision is limited
Rahul Gupta | Sunita Sarawagi

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Scalable knowledge harvesting with high precision and high recall
Ndapandula Nakashole | Martin Theobald | Gerhard Weikum

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Mining named entities with temporally correlated bursts from multilingual web news streams
Alexander Kotov | ChengXiang Zhai | Richard Sproat

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Dynamic ranked retrieval
Christina Brandt | Thorsten Joachims | Yisong Yue | Jacob Bank

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Optimizing two-dimensional search results presentation
Flavio Chierichetti | Ravi Kumar | Prabhakar Raghavan

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Result enrichment in commerce search using browse trails
Debmalya Panigrahi | Sreenivas Gollapudi

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Identifying task-based sessions in search engine query logs
Claudio Lucchese | Salvatore Orlando | Raffaele Perego | Fabrizio Silvestri | Gabriele Tolomei

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Recommender systems with social regularization
Hao Ma | Dengyong Zhou | Chao Liu | Michael R. Lyu | Irwin King

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Unbiased offline evaluation of contextual-bandit-based news article recommendation algorithms
Lihong Li | Wei Chu | John Langford | Xuanhui Wang

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Efficient online ad serving in a display advertising exchange
Kevin J. Lang | Joaquin Delgado | Dongming Jiang | Bhaskar Ghosh | Shirshanka Das | Amita Gajewar | Swaroop Jagadish | Arathi Seshan | Chavdar Botev | Michael Ortega-Binderberger | Sunil Nagaraj | Raymie Stata

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Trend analysis model: trend consists of temporal words, topics, and timestamps
Noriaki Kawamae

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Topical semantics of twitter links
Michael J. Welch | Uri Schonfeld | Dan He | Junghoo Cho

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Evaluating the visual quality of web pages using a computational aesthetic approach
Ou Wu | Yunfei Chen | Bing Li | Weiming Hu

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Clustering product features for opinion mining
Zhongwu Zhai | Bing Liu | Hua Xu | Peifa Jia

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Materializing multi-relational databases from the web using taxonomic queries
Matthew Michelson | Sofus A. Macskassy | Steven Minton | Lise Getoor

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What blogs tell us about websites: a demographics study
Matthew Michelson | Sofus A. Macskassy

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Cross lingual text classification by mining multilingual topics from wikipedia
Xiaochuan Ni | Jian-Tao Sun | Jian Hu | Zheng Chen

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Multidimensional mining of large-scale search logs: a topic-concept cube approach
Dongyeop Kang | Daxin Jiang | Jian Pei | Zhen Liao | Xiaohui Sun | Ho-Jin Choi

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Optimizing merchant revenue with rebates
Rakesh Agrawal | Samuel Ieong | Raja Velu

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Searchable web sites recommendation
Yang Song | Nam Nguyen | Li-wei He | Scott Imig | Robert Rounthwaite

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Inferring search behaviors using partially observable markov model with duration (POMD)
Yin He | Kuansan Wang

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Learning website hierarchies for keyword enrichment in contextual advertising
Pavan Kumar GM | Krishna P. Leela | Mehul Parsana | Sachin Garg

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Action prediction and identification from mining temporal user behaviors
Dakan Wang | Gang Wang | Xiaofeng Ke | Weizhu Chen

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Collective extraction from heterogeneous web lists
Ashwin Machanavajjhala | Arun Shankar Iyer | Philip Bohannon | Srujana Merugu

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CMAP: effective fusion of quality and relevance for multi-criteria recommendation
Xin Xin | Michael R. Lyu | Irwin King

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CoBayes: bayesian knowledge corroboration with assessors of unknown areas of expertise
Gjergji Kasneci | Jurgen Van Gael | David H. Stern | Thore Graepel

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Multi-dimensional search result diversification
Zhicheng Dou | Sha Hu | Kun Chen | Ruihua Song | Ji-Rong Wen

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Improving social bookmark search using personalised latent variable language models
Morgan Harvey | Ian Ruthven | Mark James Carman

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Strength of social influence in trust networks in product review sites
Ching-man Au Yeung | Tomoharu Iwata

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A combined topical/non-topical approach to identifying web sites for children
Carsten Eickhoff | Pavel Serdyukov | Arjen P. de Vries

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Bid generation for advanced match in sponsored search
Andrei Z. Broder | Evgeniy Gabrilovich | Vanja Josifovski | George Mavromatis | Alexander J. Smola

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Let web spammers expose themselves
Zhicong Cheng | Bin Gao | Congkai Sun | Yanbing Jiang | Tie-Yan Liu

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Efficient entity resolution for large heterogeneous information spaces
George Papadakis | Ekaterini Ioannou | Claudia Niederée | Peter Fankhauser

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Web-scale table census and classification
Eric Crestan | Patrick Pantel

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A probabilistic approach for learning folksonomies from structured data
Anon Plangprasopchok | Kristina Lerman | Lise Getoor

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Linking online news and social media
Manos Tsagkias | Maarten de Rijke | Wouter Weerkamp

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Document assignment in multi-site search engines
Ulf Brefeld | Berkant Barla Cambazoglu | Flavio Paiva Junqueira

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Transient crowd discovery on the real-time social web
Krishna Yeswanth Kamath | James Caverlee

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Adaptive bootstrapping of recommender systems using decision trees
Nadav Golbandi | Yehuda Koren | Ronny Lempel

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Predicting future reviews: sentiment analysis models for collaborative filtering
Noriaki Kawamae

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Learning similarity function for rare queries
Jingfang Xu | Gu Xu

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A two-view learning approach for image tag ranking
Jinfeng Zhuang | Steven C. H. Hoi

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Supervised random walks: predicting and recommending links in social networks
Lars Backstrom | Jure Leskovec

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OOLAM: an opinion oriented link analysis model for influence persona discovery
Keke Cai | Shenghua Bao | Zi Yang | Jie Tang | Rui Ma | Li Zhang | Zhong Su

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eBay: an E-commerce marketplace as a complex network
Zeqian Shen | Neel Sundaresan

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A framework for quantitative analysis of cascades on networks
Rumi Ghosh | Kristina Lerman

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Scalable clustering of news search results
Srinivas Vadrevu | Choon Hui Teo | Suju Rajan | Kunal Punera | Byron Dom | Alexander J. Smola | Yi Chang | Zhaohui Zheng

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Large-scale hierarchical text classification without labelled data
Viet Ha-Thuc | Jean-Michel Renders

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Low-order tensor decompositions for social tagging recommendation
Yuanzhe Cai | Miao Zhang | Dijun Luo | Chris H. Q. Ding | Sharma Chakravarthy

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Shopping for products you don't know you need
Srikanth Jagabathula | Nina Mishra | Sreenivas Gollapudi

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On composition of a federated web search result page: using online users to provide pairwise preference for heterogeneous verticals
Ashok Kumar Ponnuswami | Kumaresh Pattabiraman | Qiang Wu | Ran Gilad-Bachrach | Tapas Kanungo

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Stochastic query covering
Aris Anagnostopoulos | Luca Becchetti | Stefano Leonardi | Ida Mele | Piotr Sankowski

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Learning to re-rank web search results with multiple pairwise features
Changsung Kang | Xuanhui Wang | Jiang Chen | Ciya Liao | Yi Chang | Belle L. Tseng | Zhaohui Zheng

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The tube over time: characterizing popularity growth of youtube videos
Flavio V. D. de Figueiredo | Fabrício Benevenuto | Jussara M. Almeida

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Citation recommendation without author supervision
Qi He | Daniel Kifer | Jian Pei | Prasenjit Mitra | C. Lee Giles

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Query suggestion for E-commerce sites
Mohammad Al Hasan | Nish Parikh | Gyanit Singh | Neel Sundaresan

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An algorithmic treatment of strong queries
Ravi Kumar | Silvio Lattanzi | Prabhakar Raghavan

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Enhanced email spam filtering through combining similarity graphs
Anirban Dasgupta | Maxim Gurevich | Kunal Punera

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LambdaMerge: merging the results of query reformulations
Daniel Sheldon | Milad Shokouhi | Martin Szummer | Nick Craswell

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Normalizing web product attributes and discovering domain ontology with minimal effort
Tak-Lam Wong | Lidong Bing | Wai Lam

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Aspect and sentiment unification model for online review analysis
Yohan Jo | Alice Oh

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Searching patterns for relation extraction over the web: rediscovering the pattern-relation duality
Yuan Fang | Kevin Chen-Chuan Chang

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On the selection of tags for tag clouds
Petros Venetis | Georgia Koutrika | Hector Garcia-Molina