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4th WSDM 2011: Hong Kong, China
- Irwin King, Wolfgang Nejdl

, Hang Li:
Proceedings of the Forth International Conference on Web Search and Web Data Mining, WSDM 2011, Hong Kong, China, February 9-12, 2011. ACM 2011, ISBN 978-1-4503-0493-1
Tutorial AM1 and AM2
- Omar Alonso, Matthew Lease

:
Crowdsourcing 101: putting the WSDM of crowds to work for you. 1-2 - Andrei Z. Broder, Vanja Josifovski, Jayavel Shanmugasundaram:

Introduction to display advertising: a half-day tutorial. 3-4
Workshop 1 and 2
- Vitor R. Carvalho, Matthew Lease

, Emine Yilmaz:
Crowdsourcing for search and data mining. 5-6 - David Carmel, Vanja Josifovski, Yoelle Maarek:

User modeling for web applications. 7-8
Tutorial PM1 and PM2
- Lise Getoor, Lilyana Mihalkova:

Exploiting statistical and relational information on the web and in social media. 9-10 - Ricardo Baeza-Yates, Yoelle Maarek:

Web retrieval: the role of users. 11-12
Keynote 1
- Christos Faloutsos

:
Mining billion-node graphs: patterns, generators and tools. 13-14
Oral session 1: web search 1
- Ingmar Weber

, Alejandro Jaimes:
Who uses web search for what: and how. 15-24 - Nicolaas Matthijs, Filip Radlinski:

Personalizing web search using long term browsing history. 25-34
Oral session 2: social search and mining 1
- Jaime Teevan, Daniel Ramage, Meredith Ringel Morris:

#TwitterSearch: a comparison of microblog search and web search. 35-44 - Aditya Pal, Scott Counts:

Identifying topical authorities in microblogs. 45-54 - Eldar Sadikov, Montserrat Medina, Jure Leskovec

, Hector Garcia-Molina:
Correcting for missing data in information cascades. 55-64 - Eytan Bakshy, Jake M. Hofman, Winter A. Mason, Duncan J. Watts:

Everyone's an influencer: quantifying influence on twitter. 65-74
Oral session 3: web search 2
- Charles L. A. Clarke, Nick Craswell, Ian Soboroff, Azin Ashkan:

A comparative analysis of cascade measures for novelty and diversity. 75-84 - Jaime Teevan, Daniel J. Liebling, Gayathri Ravichandran Geetha:

Understanding and predicting personal navigation. 85-94 - Michael Bendersky, W. Bruce Croft, Yanlei Diao:

Quality-biased ranking of web documents. 95-104 - Kira Radinsky, Nir Ailon:

Ranking from pairs and triplets: information quality, evaluation methods and query complexity. 105-114
Keynote 2
- Harry Shum:

Bing dialog model: intent, knowledge and user interaction. 115-116
Oral session 4: social search and mining 2
- Sepandar D. Kamvar, Jonathan Harris:

We feel fine and searching the emotional web. 117-126
Oral session 5: web search 3
- Samuel J. Huston, Alistair Moffat

, W. Bruce Croft:
Efficient indexing of repeated n-grams. 127-136 - Shuai Ding, Josh Attenberg, Ricardo Baeza-Yates

, Torsten Suel:
Batch query processing for web search engines. 137-146 - Filip Radlinski, Paul N. Bennett, Emine Yilmaz:

Detecting duplicate web documents using clickthrough data. 147-156 - Yosi Mass, Yehoshua Sagiv, Michal Shmueli-Scheuer:

KMV-peer: a robust and adaptive peer-selection algorithm. 157-166
Oral session 6: social search and mining 3
- Anagha Kulkarni, Jaime Teevan, Krysta M. Svore, Susan T. Dumais:

Understanding temporal query dynamics. 167-176 - Jaewon Yang, Jure Leskovec

:
Patterns of temporal variation in online media. 177-186 - Tetsuya Sakai, Daisuke Ishikawa, Noriko Kando

, Yohei Seki, Kazuko Kuriyama, Chin-Yew Lin:
Using graded-relevance metrics for evaluating community QA answer selection. 187-196 - Pengcheng Wu, Steven C. H. Hoi

, Peilin Zhao, Ying He
:
Mining social images with distance metric learning for automated image tagging. 197-206
Oral session 7: web mining
- Anish Das Sarma, Alpa Jain, Cong Yu:

Dynamic relationship and event discovery. 207-216 - Rahul Gupta, Sunita Sarawagi:

Joint training for open-domain extraction on the web: exploiting overlap when supervision is limited. 217-226 - Ndapandula Nakashole

, Martin Theobald
, Gerhard Weikum:
Scalable knowledge harvesting with high precision and high recall. 227-236 - Alexander Kotov

, ChengXiang Zhai, Richard Sproat:
Mining named entities with temporally correlated bursts from multilingual web news streams. 237-246
Oral session 8: web search 4
- Christina Brandt, Thorsten Joachims, Yisong Yue, Jacob Bank:

Dynamic ranked retrieval. 247-256 - Flavio Chierichetti, Ravi Kumar, Prabhakar Raghavan

:
Optimizing two-dimensional search results presentation. 257-266 - Debmalya Panigrahi, Sreenivas Gollapudi:

Result enrichment in commerce search using browse trails. 267-276 - Claudio Lucchese

, Salvatore Orlando
, Raffaele Perego
, Fabrizio Silvestri
, Gabriele Tolomei
:
Identifying task-based sessions in search engine query logs. 277-286
Oral session 9: social search and mining 4
- Hao Ma, Dengyong Zhou, Chao Liu, Michael R. Lyu, Irwin King

:
Recommender systems with social regularization. 287-296 - Lihong Li, Wei Chu, John Langford, Xuanhui Wang:

Unbiased offline evaluation of contextual-bandit-based news article recommendation algorithms. 297-306 - 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:

Efficient online ad serving in a display advertising exchange. 307-316 - Noriaki Kawamae

:
Trend analysis model: trend consists of temporal words, topics, and timestamps. 317-326
Poster session 1
- Michael J. Welch, Uri Schonfeld, Dan He, Junghoo Cho:

Topical semantics of twitter links. 327-336 - Ou Wu, Yunfei Chen, Bing Li, Weiming Hu:

Evaluating the visual quality of web pages using a computational aesthetic approach. 337-346 - Zhongwu Zhai, Bing Liu, Hua Xu, Peifa Jia:

Clustering product features for opinion mining. 347-354 - Matthew Michelson, Sofus A. Macskassy, Steven Minton, Lise Getoor:

Materializing multi-relational databases from the web using taxonomic queries. 355-364 - Matthew Michelson, Sofus A. Macskassy:

What blogs tell us about websites: a demographics study. 365-374 - Xiaochuan Ni, Jian-Tao Sun, Jian Hu, Zheng Chen:

Cross lingual text classification by mining multilingual topics from wikipedia. 375-384 - Dongyeop Kang

, Daxin Jiang
, Jian Pei
, Zhen Liao, Xiaohui Sun, Ho-Jin Choi:
Multidimensional mining of large-scale search logs: a topic-concept cube approach. 385-394 - Rakesh Agrawal, Samuel Ieong, Raja Velu:

Optimizing merchant revenue with rebates. 395-404 - Yang Song, Nam Nguyen, Li-wei He, Scott Imig

, Robert Rounthwaite:
Searchable web sites recommendation. 405-414 - Yin He, Kuansan Wang:

Inferring search behaviors using partially observable markov model with duration (POMD). 415-424 - Pavan Kumar GM, Krishna P. Leela, Mehul Parsana, Sachin Garg:

Learning website hierarchies for keyword enrichment in contextual advertising. 425-434 - Dakan Wang, Gang Wang, Xiaofeng Ke, Weizhu Chen:

Action prediction and identification from mining temporal user behaviors. 435-444 - Xin Xin, Michael R. Lyu, Irwin King

:
CMAP: effective fusion of quality and relevance for multi-criteria recommendation. 455-464 - Gjergji Kasneci

, Jurgen Van Gael, David H. Stern, Thore Graepel:
CoBayes: bayesian knowledge corroboration with assessors of unknown areas of expertise. 465-474 - Zhicheng Dou

, Sha Hu, Kun Chen, Ruihua Song, Ji-Rong Wen:
Multi-dimensional search result diversification. 475-484 - Morgan Harvey

, Ian Ruthven, Mark James Carman
:
Improving social bookmark search using personalised latent variable language models. 485-494 - Ching-man Au Yeung, Tomoharu Iwata:

Strength of social influence in trust networks in product review sites. 495-504 - Carsten Eickhoff, Pavel Serdyukov, Arjen P. de Vries

:
A combined topical/non-topical approach to identifying web sites for children. 505-514 - Andrei Z. Broder, Evgeniy Gabrilovich

, Vanja Josifovski, George Mavromatis, Alexander J. Smola:
Bid generation for advanced match in sponsored search. 515-524 - Zhicong Cheng, Bin Gao, Congkai Sun, Yanbing Jiang, Tie-Yan Liu:

Let web spammers expose themselves. 525-534 - George Papadakis

, Ekaterini Ioannou
, Claudia Niederée
, Peter Fankhauser:
Efficient entity resolution for large heterogeneous information spaces. 535-544 - Eric Crestan, Patrick Pantel:

Web-scale table census and classification. 545-554 - Anon Plangprasopchok, Kristina Lerman, Lise Getoor:

A probabilistic approach for learning folksonomies from structured data. 555-564 - Manos Tsagkias, Maarten de Rijke

, Wouter Weerkamp:
Linking online news and social media. 565-574 - Ulf Brefeld, Berkant Barla Cambazoglu, Flavio Paiva Junqueira:

Document assignment in multi-site search engines. 575-584
Poster session 2
- Krishna Yeswanth Kamath, James Caverlee:

Transient crowd discovery on the real-time social web. 585-594 - Nadav Golbandi, Yehuda Koren, Ronny Lempel:

Adaptive bootstrapping of recommender systems using decision trees. 595-604 - Noriaki Kawamae

:
Predicting future reviews: sentiment analysis models for collaborative filtering. 605-614 - Jingfang Xu, Gu Xu:

Learning similarity function for rare queries. 615-624 - Jinfeng Zhuang, Steven C. H. Hoi

:
A two-view learning approach for image tag ranking. 625-634 - Lars Backstrom, Jure Leskovec

:
Supervised random walks: predicting and recommending links in social networks. 635-644 - Keke Cai, Shenghua Bao, Zi Yang, Jie Tang, Rui Ma, Li Zhang, Zhong Su:

OOLAM: an opinion oriented link analysis model for influence persona discovery. 645-654 - Zeqian Shen, Neel Sundaresan:

eBay: an E-commerce marketplace as a complex network. 655-664 - Rumi Ghosh, Kristina Lerman:

A framework for quantitative analysis of cascades on networks. 665-674 - Srinivas Vadrevu, Choon Hui Teo, Suju Rajan, Kunal Punera, Byron Dom, Alexander J. Smola, Yi Chang

, Zhaohui Zheng:
Scalable clustering of news search results. 675-684 - Viet Ha-Thuc, Jean-Michel Renders:

Large-scale hierarchical text classification without labelled data. 685-694 - Yuanzhe Cai, Miao Zhang, Dijun Luo, Chris H. Q. Ding, Sharma Chakravarthy

:
Low-order tensor decompositions for social tagging recommendation. 695-704 - Srikanth Jagabathula, Nina Mishra, Sreenivas Gollapudi:

Shopping for products you don't know you need. 705-714 - Ashok Kumar Ponnuswami, Kumaresh Pattabiraman, Qiang Wu, Ran Gilad-Bachrach

, Tapas Kanungo:
On composition of a federated web search result page: using online users to provide pairwise preference for heterogeneous verticals. 715-724 - Aris Anagnostopoulos

, Luca Becchetti
, Stefano Leonardi, Ida Mele
, Piotr Sankowski:
Stochastic query covering. 725-734 - Changsung Kang, Xuanhui Wang, Jiang Chen, Ciya Liao, Yi Chang

, Belle L. Tseng, Zhaohui Zheng:
Learning to re-rank web search results with multiple pairwise features. 735-744 - Flavio Figueiredo

, Fabrício Benevenuto
, Jussara M. Almeida:
The tube over time: characterizing popularity growth of youtube videos. 745-754 - Qi He

, Daniel Kifer, Jian Pei
, Prasenjit Mitra, C. Lee Giles
:
Citation recommendation without author supervision. 755-764 - Mohammad Al Hasan, Nish Parikh, Gyanit Singh, Neel Sundaresan:

Query suggestion for E-commerce sites. 765-774 - Ravi Kumar, Silvio Lattanzi, Prabhakar Raghavan

:
An algorithmic treatment of strong queries. 775-784 - Anirban Dasgupta

, Maxim Gurevich, Kunal Punera:
Enhanced email spam filtering through combining similarity graphs. 785-794 - Daniel Sheldon, Milad Shokouhi, Martin Szummer, Nick Craswell:

LambdaMerge: merging the results of query reformulations. 795-804 - Tak-Lam Wong, Lidong Bing, Wai Lam:

Normalizing web product attributes and discovering domain ontology with minimal effort. 805-814 - Yohan Jo, Alice Oh:

Aspect and sentiment unification model for online review analysis. 815-824 - Yuan Fang

, Kevin Chen-Chuan Chang:
Searching patterns for relation extraction over the web: rediscovering the pattern-relation duality. 825-834
Oral session 4: social search and mining 2
- Petros Venetis, Georgia Koutrika, Hector Garcia-Molina:

On the selection of tags for tag clouds. 835-844

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