Web Search and Data Mining (WSDM) (2011)

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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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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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Optimizing merchant revenue with rebates.
Rakesh Agrawal|Samuel Ieong|Raja Velu
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Crowdsourcing 101: putting the WSDM of crowds to work for you.
Omar Alonso|Matthew Lease
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Stochastic query covering.
Aris Anagnostopoulos|Luca Becchetti|Stefano Leonardi|Ida Mele|Piotr Sankowski
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Supervised random walks: predicting and recommending links in social networks.
Lars Backstrom|Jure Leskovec
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Web retrieval: the role of users.
Ricardo Baeza-Yates|Yoelle Maarek
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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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Quality-biased ranking of web documents.
Michael Bendersky|W. Bruce Croft|Yanlei Diao
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Dynamic ranked retrieval.
Christina Brandt|Thorsten Joachims|Yisong Yue|Jacob Bank
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Document assignment in multi-site search engines.
Ulf Brefeld|Berkant Barla Cambazoglu|Flavio Paiva Junqueira
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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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Introduction to display advertising: a half-day tutorial.
Andrei Z. Broder|Vanja Josifovski|Jayavel Shanmugasundaram
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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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Low-order tensor decompositions for social tagging recommendation.
Yuanzhe Cai|Miao Zhang|Dijun Luo|Chris H. Q. Ding|Sharma Chakravarthy
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User modeling for web applications.
David Carmel|Vanja Josifovski|Yoelle Maarek
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Crowdsourcing for search and data mining.
Vitor R. Carvalho|Matthew Lease|Emine Yilmaz
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Let web spammers expose themselves.
Zhicong Cheng|Bin Gao|Congkai Sun|Yanbing Jiang|Tie-Yan Liu
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Optimizing two-dimensional search results presentation.
Flavio Chierichetti|Ravi Kumar|Prabhakar Raghavan
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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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Web-scale table census and classification.
Eric Crestan|Patrick Pantel
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Enhanced email spam filtering through combining similarity graphs.
Anirban Dasgupta|Maxim Gurevich|Kunal Punera
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Batch query processing for web search engines.
Shuai Ding|Josh Attenberg|Ricardo Baeza-Yates|Torsten Suel
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Multi-dimensional search result diversification.
Zhicheng Dou|Sha Hu|Kun Chen|Ruihua Song|Ji-Rong Wen
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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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Mining billion-node graphs: patterns, generators and tools.
Christos Faloutsos
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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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The tube over time: characterizing popularity growth of youtube videos.
Flavio Figueiredo|Fabrício Benevenuto|Jussara M. Almeida
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Exploiting statistical and relational information on the web and in social media.
Lise Getoor|Lilyana Mihalkova
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A framework for quantitative analysis of cascades on networks.
Rumi Ghosh|Kristina Lerman
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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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Adaptive bootstrapping of recommender systems using decision trees.
Nadav Golbandi|Yehuda Koren|Ronny Lempel
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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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Large-scale hierarchical text classification without labelled data.
Viet Ha-Thuc|Jean-Michel Renders
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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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Query suggestion for E-commerce sites.
Mohammad Al Hasan|Nish Parikh|Gyanit Singh|Neel Sundaresan
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Citation recommendation without author supervision.
Qi He|Daniel Kifer|Jian Pei|Prasenjit Mitra|C. Lee Giles
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Inferring search behaviors using partially observable markov model with duration (POMD).
Yin He|Kuansan Wang
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Efficient indexing of repeated n-grams.
Samuel J. Huston|Alistair Moffat|W. Bruce Croft
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Shopping for products you don't know you need.
Srikanth Jagabathula|Nina Mishra|Sreenivas Gollapudi
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Aspect and sentiment unification model for online review analysis.
Yohan Jo|Alice Oh
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Transient crowd discovery on the real-time social web.
Krishna Yeswanth Kamath|James Caverlee
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We feel fine and searching the emotional web.
Sepandar D. Kamvar|Jonathan Harris
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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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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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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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Trend analysis model: trend consists of temporal words, topics, and timestamps.
Noriaki Kawamae
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Predicting future reviews: sentiment analysis models for collaborative filtering.
Noriaki Kawamae
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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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Understanding temporal query dynamics.
Anagha Kulkarni|Jaime Teevan|Krysta M. Svore|Susan T. Dumais
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An algorithmic treatment of strong queries.
Ravi Kumar|Silvio Lattanzi|Prabhakar Raghavan
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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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Unbiased offline evaluation of contextual-bandit-based news article recommendation algorithms.
Lihong Li|Wei Chu|John Langford|Xuanhui Wang
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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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Collective extraction from heterogeneous web lists.
Ashwin Machanavajjhala|Arun Shankar Iyer|Philip Bohannon|Srujana Merugu
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KMV-peer: a robust and adaptive peer-selection algorithm.
Yosi Mass|Yehoshua Sagiv|Michal Shmueli-Scheuer
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Personalizing web search using long term browsing history.
Nicolaas Matthijs|Filip Radlinski
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Recommender systems with social regularization.
Hao Ma|Dengyong Zhou|Chao Liu|Michael R. Lyu|Irwin King
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What blogs tell us about websites: a demographics study.
Matthew Michelson|Sofus A. Macskassy
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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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Scalable knowledge harvesting with high precision and high recall.
Ndapandula Nakashole|Martin Theobald|Gerhard Weikum
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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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Identifying topical authorities in microblogs.
Aditya Pal|Scott Counts
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Result enrichment in commerce search using browse trails.
Debmalya Panigrahi|Sreenivas Gollapudi
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Efficient entity resolution for large heterogeneous information spaces.
George Papadakis|Ekaterini Ioannou|Claudia Niederée|Peter Fankhauser
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A probabilistic approach for learning folksonomies from structured data.
Anon Plangprasopchok|Kristina Lerman|Lise Getoor
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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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Ranking from pairs and triplets: information quality, evaluation methods and query complexity.
Kira Radinsky|Nir Ailon
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Detecting duplicate web documents using clickthrough data.
Filip Radlinski|Paul N. Bennett|Emine Yilmaz
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Correcting for missing data in information cascades.
Eldar Sadikov|Montserrat Medina|Jure Leskovec|Hector Garcia-Molina
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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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Dynamic relationship and event discovery.
Anish Das Sarma|Alpa Jain|Cong Yu
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LambdaMerge: merging the results of query reformulations.
Daniel Sheldon|Milad Shokouhi|Martin Szummer|Nick Craswell
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eBay: an E-commerce marketplace as a complex network.
Zeqian Shen|Neel Sundaresan
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Bing dialog model: intent, knowledge and user interaction.
Harry Shum
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Searchable web sites recommendation.
Yang Song|Nam Nguyen|Li-wei He|Scott Imig|Robert Rounthwaite
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Understanding and predicting personal navigation.
Jaime Teevan|Daniel J. Liebling|Gayathri Ravichandran Geetha
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#TwitterSearch: a comparison of microblog search and web search.
Jaime Teevan|Daniel Ramage|Meredith Ringel Morris
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Linking online news and social media.
Manos Tsagkias|Maarten de Rijke|Wouter Weerkamp
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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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On the selection of tags for tag clouds.
Petros Venetis|Georgia Koutrika|Hector Garcia-Molina
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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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Who uses web search for what: and how.
Ingmar Weber|Alejandro Jaimes
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Topical semantics of twitter links.
Michael J. Welch|Uri Schonfeld|Dan He|Junghoo Cho
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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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Evaluating the visual quality of web pages using a computational aesthetic approach.
Ou Wu|Yunfei Chen|Bing Li|Weiming Hu
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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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CMAP: effective fusion of quality and relevance for multi-criteria recommendation.
Xin Xin|Michael R. Lyu|Irwin King
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Learning similarity function for rare queries.
Jingfang Xu|Gu Xu
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Patterns of temporal variation in online media.
Jaewon Yang|Jure Leskovec
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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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Clustering product features for opinion mining.
Zhongwu Zhai|Bing Liu|Hua Xu|Peifa Jia
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A two-view learning approach for image tag ranking.
Jinfeng Zhuang|Steven C. H. Hoi