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20th CIKM 2011: Glasgow, United Kingdom
- Craig Macdonald, Iadh Ounis, Ian Ruthven:
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011. ACM 2011, ISBN 978-1-4503-0717-8
Keynote address
- David R. Karger:
Creating user interfaces that entice people to manage better information. 1-2 - Justin Zobel:
Data, health, and algorithmics: computational challenges for biomedicine. 3-4 - Maurizio Lenzerini:
Ontology-based data management. 5-6
Retrieval models
- Yuanhua Lv, ChengXiang Zhai:
Lower-bounding term frequency normalization. 7-16 - Jae Hyun Park, W. Bruce Croft, David A. Smith:
A quasi-synchronous dependence model for information retrieval. 17-26 - Maryam Karimzadehgan, ChengXiang Zhai:
Improving retrieval accuracy of difficult queries through generalizing negative document language models. 27-36 - Steffen Metzger, Shady Elbassuoni, Katja Hose, Ralf Schenkel:
S3K: seeking statement-supporting top-K witnesses. 37-46 - Xitong Liu, Hui Fang, Conglei Yao, Min Wang:
Finding relevant information of certain types from enterprise data. 47-56
Techniques for the Web
- Yuchen Liu, Xiaochuan Ni, Jian-Tao Sun, Zheng Chen:
Unsupervised transactional query classification based on webpage form understanding. 57-66 - Roi Blanco, Berkant Barla Cambazoglu, Flavio Paiva Junqueira, Ivan Kelly, Vincent Leroy:
Assigning documents to master sites in distributed search. 67-76 - Xiao Bai, Berkant Barla Cambazoglu, Flavio Paiva Junqueira:
Discovering URLs through user feedback. 77-86 - Minghai Liu, Rui Cai, Ming Zhang, Lei Zhang:
User browsing behavior-driven web crawling. 87-92 - Mouna Kacimi, Johann Gamper:
Diversifying search results of controversial queries. 93-98 - Kai Hui, Ben He, Tiejian Luo, Bin Wang:
Relevance weighting using within-document term statistics. 99-104
Exploiting query logs
- Umut Ozertem, Emre Velipasaoglu, Larry Lai:
Suggestion set utility maximization using session logs. 105-114 - Minmin Chen, Jian-Tao Sun, Xiaochuan Ni, Yixin Chen:
Improving context-aware query classification via adaptive self-training. 115-124 - Ahmed Hassan Awadallah, Yang Song, Li-wei He:
A task level metric for measuring web search satisfaction and its application on improving relevance estimation. 125-134 - Jianwei Cui, Hongyan Liu, Jun Yan, Lei Ji, Ruoming Jin, Jun He, Yingqin Gu, Zheng Chen, Xiaoyong Du:
Multi-view random walk framework for search task discovery from click-through log. 135-140 - Ting-Chu Lin, Pu-Jen Cheng:
Query sampling for learning data fusion. 141-146 - Matthias Hagen, Benno Stein, Tino Rüb:
Query session detection as a cascade. 147-152
Sparse data and difficult queries
- Xing Yi, James Allan:
Discovering missing click-through query language information for web search. 153-162 - Alexander Kotov, ChengXiang Zhai:
Interactive sense feedback for difficult queries. 163-172 - Elif Aktolga, James Allan:
Reranking search results for sparse queries. 173-182 - Bilyana Taneva, Mouna Kacimi, Gerhard Weikum:
Finding images of difficult entities in the long tail. 189-194 - Giorgos Giannopoulos, Ulf Brefeld, Theodore Dalamagas, Timos K. Sellis:
Learning to rank user intent. 195-200
Type and structure
- Jaime Arguello, Fernando Diaz, Jamie Callan:
Learning to aggregate vertical results into web search results. 201-210 - Jeffrey Dalton, Roi Blanco, Peter Mika:
Coreference aware web object retrieval. 211-220 - Dimitrios Skoutas, Mohammad Alrifai:
Tag clouds revisited. 221-230 - Hany Azzam, Thomas Roelleke, Sirvan Yahyaei:
Ranking-based processing of SQL queries. 231-236 - Shady Elbassuoni, Roi Blanco:
Keyword search over RDF graphs. 237-242 - Dustin Lange, Felix Naumann:
Frequency-aware similarity measures: why Arnold Schwarzenegger is always a duplicate. 243-248
Machine learning for information retrieval
- Katja Hofmann, Shimon Whiteson, Maarten de Rijke:
A probabilistic method for inferring preferences from clicks. 249-258 - Jiafeng Guo, Xueqi Cheng, Gu Xu, Xiaofei Zhu:
Intent-aware query similarity. 259-268 - Martin Szummer, Emine Yilmaz:
Semi-supervised learning to rank with preference regularization. 269-278 - Hua Wang, Heng Huang, Chris H. Q. Ding:
Simultaneous clustering of multi-type relational data via symmetric nonnegative matrix tri-factorization. 279-284 - Guangxia Li, Kuiyu Chang, Steven C. H. Hoi, Wenting Liu, Ramesh C. Jain:
Collaborative online learning of user generated content. 285-290 - Karthik Raman, Thorsten Joachims, Pannaga Shivaswamy:
Structured learning of two-level dynamic rankings. 291-296
Information retrieval implementation techniques
- Marc-Allen Cartright, James Allan:
Efficiency optimizations for interpolating subqueries. 297-306 - Marcus Fontoura, Maxim Gurevich, Vanja Josifovski, Sergei Vassilvitskii:
Efficiently encoding term co-occurrences in inverted indexes. 307-316 - Alexander A. Stepanov, Anil R. Gangolli, Daniel E. Rose, Ryan J. Ernst, Paramjit S. Oberoi:
SIMD-based decoding of posting lists. 317-326 - George Beskales, Marcus Fontoura, Maxim Gurevich, Sergei Vassilvitskii, Vanja Josifovski:
Factorization-based lossless compression of inverted indices. 327-332 - Shlomo Geva, Christopher M. De Vries:
TOPSIG: topology preserving document signatures. 333-338 - Roger B. Bradford:
Implementation techniques for large-scale latent semantic indexing applications. 339-344
Language technology and information retrieval
- Nico Schlaefer, Jennifer Chu-Carroll, Eric Nyberg, James Fan, Wlodek Zadrozny, David A. Ferrucci:
Statistical source expansion for question answering. 345-354 - Jeffrey Dalton, James Allan, David A. Smith:
Passage retrieval for incorporating global evidence in sequence labeling. 355-364 - José M. Chenlo, David E. Losada:
Effective and efficient polarity estimation in blogs based on sentence-level evidence. 365-374 - Dmitriy Bespalov, Bing Bai, Yanjun Qi, Ali Shokoufandeh:
Sentiment classification based on supervised latent n-gram analysis. 375-382 - Qiang Lu, Jack G. Conrad, Khalid Al-Kofahi, William Keenan:
Legal document clustering with built-in topic segmentation. 383-392
Results in context
- Sergio Duarte Torres, Ingmar Weber:
What and how children search on the web. 393-402 - Kevyn Collins-Thompson, Paul N. Bennett, Ryen W. White, Sebastian de la Chica, David A. Sontag:
Personalizing web search results by reading level. 403-412 - Dimitrios Lymberopoulos, Peixiang Zhao, Arnd Christian König, Klaus Berberich, Jie Liu:
Location-aware click prediction in mobile local search. 413-422 - Maria Christoforaki, Jinru He, Constantinos Dimopoulos, Alexander Markowetz, Torsten Suel:
Text vs. space: efficient geo-search query processing. 423-432
Algorithms
- Georgia Koloniari, Nikos Ntarmos, Evaggelia Pitoura, Dimitris Souravlias:
One is enough: distributed filtering for duplicate elimination. 433-442 - Luís Leitão, Pável Calado:
Duplicate detection through structure optimization. 443-452 - Chen Chen, Guoren Wang, Huilin Liu, Junchang Xin, Ye Yuan:
SISP: a new framework for searching the informative subgraph based on PSO. 453-462 - Francisco Claude, Antonio Fariña, Miguel A. Martínez-Prieto, Gonzalo Navarro:
Indexes for highly repetitive document collections. 463-468 - Ismet Zeki Yalniz, Ethem F. Can, R. Manmatha:
Partial duplicate detection for large book collections. 469-474
Image retrieval
- Faidon Loumakis, Simone Stumpf, David Grayson:
This image smells good: effects of image information scent in search engine results pages. 475-484 - Songhua Xu, Hao Jiang, Francis Chi-Moon Lau:
Retrieving and ranking unannotated images through collaboratively mining online search results. 485-494 - George Teodoro, Eduardo Valle, Nathan Mariano, Ricardo da Silva Torres, Wagner Meira Jr.:
Adaptive parallel approximate similarity search for responsive multimedia retrieval. 495-504 - Min-Hee Jang, Sang-Wook Kim, Christos Faloutsos, Sunju Park:
A linear-time approximation of the earth mover's distance. 505-514
Social media
- Arlind Kopliku, Mohand Boughanem, Karen Pinel-Sauvagnat:
Towards a framework for attribute retrieval. 515-524 - Denis Helic, Markus Strohmaier:
Building directories for social tagging systems. 525-534 - Truls Amundsen Bjørklund, Michaela Götz, Johannes Gehrke, Nils Grimsmo:
Workload-aware indexing for keyword search in social networks. 535-544 - Giovanni Quattrone, Licia Capra, Pasquale De Meo, Emilio Ferrara, Domenico Ursino:
Effective retrieval of resources in folksonomies using a new tag similarity measure. 545-550 - Kyumin Lee, James Caverlee, Zhiyuan Cheng, Daniel Z. Sui:
Content-driven detection of campaigns in social media. 551-556 - Peng Li, Bin Wang, Wei Jin, Jian-Yun Nie, Zhiwei Shi, Ben He:
Exploring categorization property of social annotations for information retrieval. 557-562
Personalization and advertising
- Di Jiang, Kenneth Wai-Ting Leung, Wilfred Ng:
Context-aware search personalization with concept preference. 563-572 - David C. Anastasiu, Byron J. Gao, David Buttler:
A framework for personalized and collaborative clustering of search results. 573-582 - Lidong Bing, Wai Lam, Tak-Lam Wong:
Using query log and social tagging to refine queries based on latent topics. 583-592 - Sarah K. Tyler, Sandeep Pandey, Evgeniy Gabrilovich, Vanja Josifovski:
Retrieval models for audience selection in display advertising. 593-598 - Lei Wang, Mingjiang Ye, Yu Zou:
A language model approach to capture commercial intent and information relevance for sponsored search. 599-604 - Jian Tang, Ning Liu, Jun Yan, Yelong Shen, Shaodan Guo, Bin Gao, Shuicheng Yan, Ming Zhang:
Learning to rank audience for behavioral targeting in display ads. 605-610
Evaluation and analysis
- Ben Carterette, Evangelos Kanoulas, Emine Yilmaz:
Simulating simple user behavior for system effectiveness evaluation. 611-620 - Tetsuya Sakai, Makoto P. Kato, Young-In Song:
Click the search button and be happy: evaluating direct and immediate information access. 621-630 - Marco Bressan, Luca Pretto:
Local computation of PageRank: the ranking side. 631-640 - Mehdi Hosseini, Ingemar J. Cox, Natasa Milic-Frayling, Trevor Sweeting, Vishwa Vinay:
Prioritizing relevance judgments to improve the construction of IR test collections. 641-646 - Jin Young Kim, W. Bruce Croft, David A. Smith, Anton Bakalov:
Evaluating an associative browsing model for personal information. 647-652
Classification and evaluation
- Sathiya Keerthi Selvaraj, Bigyan Bhar, Sundararajan Sellamanickam, Shirish K. Shevade:
Semi-supervised SVMs for classification with unknown class proportions and a small labeled dataset. 653-662 - Sundararajan Sellamanickam, Priyanka Garg, Sathiya Keerthi Selvaraj:
A pairwise ranking based approach to learning with positive and unlabeled examples. 663-672 - Deguang Kong, Chris H. Q. Ding, Heng Huang:
Robust nonnegative matrix factorization using L21-norm. 673-682 - Ye Xu, Furao Shen, Wei Ping, Jinxi Zhao:
TAKES: a fast method to select features in the kernel space. 683-692 - Bhanukiran Vinzamuri, Kamalakar Karlapalem:
Designing an ensemble classifier over subspace classifiers using iterative convergence routine. 693-698
Information filtering
- Morgan Harvey, Mark James Carman, Ian Ruthven, Fabio Crestani:
Bayesian latent variable models for collaborative item rating prediction. 699-708 - Rakesh Agrawal, Samuel Ieong, Raja Velu:
Timing when to buy. 709-718 - Chi-Hoon Lee, Alpa Jain, Larry Lai:
Assisting web search users by destination reachability. 719-728 - Shinjae Yoo, Yiming Yang, Jaime G. Carbonell:
Modeling personalized email prioritization: classification-based and regression-based approaches. 729-738 - Rubi Boim, Tova Milo, Slava Novgorodov:
Diversification and refinement in collaborative filtering recommender. 739-744
Topics and events
- Shiva Prasad Kasiviswanathan, Prem Melville, Arindam Banerjee, Vikas Sindhwani:
Emerging topic detection using dictionary learning. 745-754 - Luciano Barbosa, Srinivas Bangalore:
Focusing on novelty: a crawling strategy to build diverse language models. 755-764 - Yexi Jiang, Chang-Shing Perng, Tao Li:
Natural event summarization. 765-774 - Ou Jin, Nathan Nan Liu, Kai Zhao, Yong Yu, Qiang Yang:
Transferring topical knowledge from auxiliary long texts for short text clustering. 775-784 - Liang Tang, Tao Li, Chang-Shing Perng:
LogSig: generating system events from raw textual logs. 785-794
Temporal, stream and spatial information
- Ying-Ju Chen, Kun-Ta Chuang, Ming-Syan Chen:
Coupling or decoupling for KNN search on road networks?: a hybrid framework on user query patterns. 795-804 - Zhiyuan Cheng, James Caverlee, Krishna Yeswanth Kamath, Kyumin Lee:
Toward traffic-driven location-based web search. 805-814 - Di Yang, Zhenyu Guo, Elke A. Rundensteiner, Matthew O. Ward:
CLUES: a unified framework supporting interactive exploration of density-based clusters in streams. 815-824 - Xiangjun Dong, Zhigang Zheng, Longbing Cao, Yanchang Zhao, Chengqi Zhang, Jinjiu Li, Wei Wei, Yuming Ou:
e-NSP: efficient negative sequential pattern mining based on identified positive patterns without database rescanning. 825-830 - Yuan Ren, Jeff Z. Pan:
Optimising ontology stream reasoning with truth maintenance system. 831-836
Text mining
- Yafang Wang, Bin Yang, Lizhen Qu, Marc Spaniol, Gerhard Weikum:
Harvesting facts from textual web sources by constrained label propagation. 837-846 - Xiaofeng Yu, Irwin King, Michael R. Lyu:
Towards a top-down and bottom-up bidirectional approach to joint information extraction. 847-856 - Anja Pilz, Gerhard Paaß:
From names to entities using thematic context distance. 857-866 - Jie Liu, Jimeng Chen, Yi Zhang, Yalou Huang:
Learning conditional random fields with latent sparse features for acronym expansion finding. 867-872 - Dongwoo Kim, Alice Oh:
Accounting for data dependencies within a hierarchical dirichlet process mixture model. 873-878 - Zhaochun Ren, Jun Ma, Shuaiqiang Wang, Yang Liu:
Summarizing web forum threads based on a latent topic propagation process. 879-884
Privacy
- Muzammil M. Baig, Jiuyong Li, Jixue Liu, Hua Wang:
Cloning for privacy protection in multiple independent data publications. 885-894 - Nikos Pelekis, Aris Gkoulalas-Divanis, Marios Vodas, Despina Kopanaki, Yannis Theodoridis:
Privacy-aware querying over sensitive trajectory data. 895-904 - Yuzhe Richard Tang, Ting Wang, Ling Liu, Shicong Meng, Balaji Palanisamy:
Privacy preserving indexing for eHealth information networks. 905-914 - Jyh-Ren Shieh, Ching-Yung Lin, Ja-Ling Wu:
Recommendation in the end-to-end encrypted domain. 915-924 - Chih-Ming Hsu, Ming-Syan Chen:
Privacy preservation by independent component analysis and variance control. 925-930
Unsupervised and semi-supervised learning
- Haiqin Yang, Shenghuo Zhu, Irwin King, Michael R. Lyu:
Can irrelevant data help semi-supervised learning, why and how? 937-946 - Gregory Druck, Andrew McCallum:
Toward interactive training and evaluation. 947-956 - Paramveer S. Dhillon, Sundararajan Sellamanickam, Sathiya Keerthi Selvaraj:
Semi-supervised multi-task learning of structured prediction models for web information extraction. 957-966 - Niwan Wattanakitrungroj, Chidchanok Lursinsap:
Memory-less unsupervised clustering for data streaming by versatile ellipsoidal function. 967-972 - Can Wang, Longbing Cao, Mingchun Wang, Jinjiu Li, Wei Wei, Yuming Ou:
Coupled nominal similarity in unsupervised learning. 973-978 - Huawen Liu, Xindong Wu, Shichao Zhang:
Feature selection using hierarchical feature clustering. 979-984
Social networks and communities
- Mehdi Kargar, Aijun An:
Discovering top-k teams of experts with/without a leader in social networks. 985-994 - Hongliang Fei, Ruoyi Jiang, Yuhao Yang, Bo Luo, Jun Huan:
Content based social behavior prediction: a multi-task learning approach. 995-1000 - Zhen Wen, Ching-Yung Lin:
Improving user interest inference from social neighbors. 1001-1006 - Hui Li, Sourav S. Bhowmick, Aixin Sun:
CASINO: towards conformity-aware social influence analysis in online social networks. 1007-1012