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35th SIGIR 2012: Portland, OR, USA
- William R. Hersh, Jamie Callan, Yoelle Maarek, Mark Sanderson:
The 35th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '12, Portland, OR, USA, August 12-16, 2012. ACM 2012, ISBN 978-1-4503-1472-5
Keynote address
- Norbert Fuhr:
Salton award lecture: information retrieval as engineering science. 1-2 - Daniel R. Masys:
Retrieving information from the book of humanity: the personalized medicine data tsunami crashes on the beach of jeopardy. 3-4
Query suggestion
- Ibrahim Adepoju Adeyanju, Dawei Song, M-Dyaa Albakour, Udo Kruschwitz, Anne N. De Roeck, Maria Fasli:
Adaptation of the concept hierarchy model with search logs for query recommendation on intranets. 5-14 - Yang Liu, Ruihua Song, Yu Chen, Jian-Yun Nie, Ji-Rong Wen:
Adaptive query suggestion for difficult queries. 15-24 - Umut Ozertem, Olivier Chapelle, Pinar Donmez, Emre Velipasaoglu:
Learning to suggest: a machine learning framework for ranking query suggestions. 25-34
Multimedia 1
- Sergej Zerr, Stefan Siersdorfer, Jonathon S. Hare, Elena Demidova:
Privacy-aware image classification and search. 35-44 - Weihao Kong, Wu-Jun Li, Minyi Guo:
Manhattan hashing for large-scale image retrieval. 45-54 - Hao Xia, Pengcheng Wu, Steven C. H. Hoi, Rong Jin:
Boosting multi-kernel locality-sensitive hashing for scalable image retrieval. 55-64
Diversity 1
- Van Dang, W. Bruce Croft:
Diversity by proportionality: an election-based approach to search result diversification. 65-74 - Saul Vargas, Pablo Castells, David Vallet:
Explicit relevance models in intent-oriented information retrieval diversification. 75-84 - Mayu Iwata, Tetsuya Sakai, Takehiro Yamamoto, Yu Chen, Yi Liu, Ji-Rong Wen, Shojiro Nishio:
AspecTiles: tile-based visualization of diversified web search results. 85-94
Evaluation 1
- Mark D. Smucker, Charles L. A. Clarke:
Time-based calibration of effectiveness measures. 95-104 - Feza Baskaya, Heikki Keskustalo, Kalervo Järvelin:
Time drives interaction: simulating sessions in diverse searching environments. 105-114 - Ke Zhou, Ronan Cummins, Mounia Lalmas, Joemon M. Jose:
Evaluating aggregated search pages. 115-124
Structured data
- Alberto Tonon, Gianluca Demartini, Philippe Cudré-Mauroux:
Combining inverted indices and structured search for ad-hoc object retrieval. 125-134 - Amit Singh, Deepak P, Dinesh Raghu:
Retrieving similar discussion forum threads: a structure based approach. 135-144 - Lanbo Zhang, Yi Zhang, Yunfei Chen:
Summarizing highly structured documents for effective search interaction. 145-154
Recommender systems 1
- Yue Shi, Alexandros Karatzoglou, Linas Baltrunas, Martha A. Larson, Alan Hanjalic, Nuria Oliver:
TFMAP: optimizing MAP for top-n context-aware recommendation. 155-164 - Gang Zhao, Mong-Li Lee, Wynne Hsu, Wei Chen:
Increasing temporal diversity with purchase intervals. 165-174 - Yue Shi, Xiaoxue Zhao, Jun Wang, Martha A. Larson, Alan Hanjalic:
Adaptive diversification of recommendation results via latent factor portfolio. 175-184
Users 1: personalization and user modeling
- Paul N. Bennett, Ryen W. White, Wei Chu, Susan T. Dumais, Peter Bailey, Fedor Borisyuk, Xiaoyuan Cui:
Modeling the impact of short- and long-term behavior on search personalization. 185-194 - Jeff Huang, Ryen W. White, Georg Buscher, Kuansan Wang:
Improving searcher models using mouse cursor activity. 195-204 - Chang Liu, Nicholas J. Belkin, Michael J. Cole:
Personalization of search results using interaction behaviors in search sessions. 205-214 - Wan-Ching Wu, Diane Kelly, Kun Huang:
User evaluation of query quality. 215-224
Architectures 1
- J. Shane Culpepper, Matthias Petri, Falk Scholer:
Efficient in-memory top-k document retrieval. 225-234 - Avishek Anand, Srikanta J. Bedathur, Klaus Berberich, Ralf Schenkel:
Index maintenance for time-travel text search. 235-244 - Jinru He, Torsten Suel:
Optimizing positional index structures for versioned document collections. 245-254 - Diego Arroyuelo, Senén González, Mauricio Marín, Mauricio Oyarzún, Torsten Suel:
To index or not to index: time-space trade-offs in search engines with positional ranking functions. 255-264
Search log analysis
- Ryen W. White, Eric Horvitz:
Studies of the onset and persistence of medical concerns in search logs. 265-274 - Ahmed Hassan:
A semi-supervised approach to modeling web search satisfaction. 275-284 - Patrick Pantel, Michael Gamon, Omar Alonso, Kevin Haas:
Social annotations: utility and prediction modeling. 285-294 - Yuanhua Lv, Dimitrios Lymberopoulos, Qiang Wu:
An exploration of ranking heuristics in mobile local search. 295-304
User intent
- Yunhua Hu, Ya-nan Qian, Hang Li, Daxin Jiang, Jian Pei, Qinghua Zheng:
Mining query subtopics from search log data. 305-314 - Eugene Agichtein, Ryen W. White, Susan T. Dumais, Paul N. Bennett:
Search, interrupted: understanding and predicting search task continuation. 315-324 - Wei Song, Qing Yu, Zhiheng Xu, Ting Liu, Sheng Li, Ji-Rong Wen:
Multi-aspect query summarization by composite query. 325-334 - Manos Tsagkias, Roi Blanco:
Language intent models for inferring user browsing behavior. 335-344
Efficiency
- Francesco Bonchi, Raffaele Perego, Fabrizio Silvestri, Hossein Vahabi, Rossano Venturini:
Efficient query recommendations in the long tail via center-piece subgraphs. 345-354 - Guoliang Li, Jiannan Wang, Chen Li, Jianhua Feng:
Supporting efficient top-k queries in type-ahead search. 355-364 - Weiren Yu, Xuemin Lin, Wenjie Zhang, Ying Zhang, Jiajin Le:
SimFusion+: extending simfusion towards efficient estimation on large and dynamic networks. 365-374 - Quan Wang, Zheng Cao, Jun Xu, Hang Li:
Group matrix factorization for scalable topic modeling. 375-384
Spam and abuse
- Marc Najork:
Detecting quilted web pages at scale. 385-394 - Chao Wei, Yiqun Liu, Min Zhang, Shaoping Ma, Liyun Ru, Kuo Zhang:
Fighting against web spam: a novel propagation method based on click-through data. 395-404 - Qi Zhang, Yan Wu, Zhuoye Ding, Xuanjing Huang:
Learning hash codes for efficient content reuse detection. 405-414
Users 2: exploratory search
- Brent J. Hecht, Samuel Carton, Mahmood Quaderi, Johannes Schöning, Martin Raubal, Darren Gergle, Doug Downey:
Explanatory semantic relatedness and explicit spatialization for exploratory search. 415-424 - Marc Bron, Jasmijn van Gorp, Frank Nack, Maarten de Rijke, Andrei Vishneuski, Sonja de Leeuw:
A subjunctive exploratory search interface to support media studies researchers. 425-434 - Jaime Arguello, Wan-Ching Wu, Diane Kelly, Ashlee Edwards:
Task complexity, vertical display and user interaction in aggregated search. 435-444
Multimedia 2
- Michele Trevisiol, Luca Chiarandini, Luca Maria Aiello, Alejandro Jaimes:
Image ranking based on user browsing behavior. 445-454 - Jialie Shen, HweeHwa Pang, Meng Wang, Shuicheng Yan:
Modeling concept dynamics for large scale music search. 455-464 - Ismet Zeki Yalniz, R. Manmatha:
Finding translations in scanned book collections. 465-474
Recommender systems 2
- Rani Qumsiyeh, Yiu-Kai Ng:
Predicting the ratings of multimedia items for making personalized recommendations. 475-484 - Deepak Agarwal, Bee-Chung Chen, Pradheep Elango, Xuanhui Wang:
Personalized click shaping through lagrangian duality for online recommendation. 485-494 - Yu Hong, Jun Lu, Jian-Min Yao, Qiaoming Zhu, Guodong Zhou:
What reviews are satisfactory: novel features for automatic helpfulness voting. 495-504
Query expansion and reformulation
- Parvaz Mahdabi, Linda Andersson, Mostafa Keikha, Fabio Crestani:
Automatic refinement of patent queries using concept importance predictors. 505-514 - Le Zhao, Jamie Callan:
Automatic term mismatch diagnosis for selective query expansion. 515-524 - Xiaobing Xue, W. Bruce Croft:
Generating reformulation trees for complex queries. 525-534 - Jun Miao, Jimmy Xiangji Huang, Zheng Ye:
Proximity-based rocchio's model for pseudo relevance. 535-544
Social media 1
- Zhiheng Xu, Yang Zhang, Yao Wu, Qing Yang:
Modeling user posting behavior on social media. 545-554 - Shuang-Hong Yang, Alexander J. Smola, Bo Long, Hongyuan Zha, Yi Chang:
Friend or frenemy?: predicting signed ties in social networks. 555-564 - Youngchul Cha, Junghoo Cho:
Social-network analysis using topic models. 565-574 - Saptarshi Ghosh, Naveen Kumar Sharma, Fabrício Benevenuto, Niloy Ganguly, P. Krishna Gummadi:
Cognos: crowdsourcing search for topic experts in microblogs. 575-590
Query completion and correction
- Zhuowei Bao, Benny Kimelfeld, Yunyao Li:
Automatic suggestion of query-rewrite rules for enterprise search. 591-600 - Milad Shokouhi, Kira Radinsky:
Time-sensitive query auto-completion. 601-610 - Yanen Li, Huizhong Duan, ChengXiang Zhai:
A generalized hidden Markov model with discriminative training for query spelling correction. 611-620
Architectures 2
- Craig Macdonald, Nicola Tonellotto, Iadh Ounis:
Learning to predict response times for online query scheduling. 621-630 - Simon Jonassen, Berkant Barla Cambazoglu, Fabrizio Silvestri:
Prefetching query results and its impact on search engines. 631-640 - Xiao Bai, Flavio Paiva Junqueira:
Online result cache invalidation for real-time web search. 641-650
Recommender systems 3
- Liangjie Hong, Ron Bekkerman, Joseph Adler, Brian D. Davison:
Learning to rank social update streams. 651-660 - Kailong Chen, Tianqi Chen, Guoqing Zheng, Ou Jin, Enpeng Yao, Yong Yu:
Collaborative personalized tweet recommendation. 661-670 - Mao Ye, Xingjie Liu, Wang-Chien Lee:
Exploring social influence for recommendation: a generative model approach. 671-680
Multimedia 3
- Chao Zhang, Lidan Shou, Ke Chen, Gang Chen:
See-to-retrieve: efficient processing of spatio-visual keyword queries. 681-690 - Claudia Hauff, Geert-Jan Houben:
Placing images on the world map: a microblog-based enrichment approach. 691-700 - Yu-Heng Lei, Yan-Ying Chen, Bor-Chun Chen, Lime Iida, Winston H. Hsu:
Where is who: large-scale photo retrieval by facial attributes and canvas layout. 701-710
Entities
- Adam Rae, Vanessa Murdock, Adrian Popescu, Hugues Bouchard:
Mining the web for points of interest. 711-720 - Chenliang Li, Jianshu Weng, Qi He, Yuxia Yao, Anwitaman Datta, Aixin Sun, Bu-Sung Lee:
TwiNER: named entity recognition in targeted twitter stream. 721-730 - Michael D. Lieberman, Hanan Samet:
Adaptive context features for toponym resolution in streaming news. 731-740
Learning to rank
- Aliaksei Severyn, Alessandro Moschitti:
Structural relationships for large-scale learning of answer re-ranking. 741-750 - Shuzi Niu, Jiafeng Guo, Yanyan Lan, Xueqi Cheng:
Top-k learning to rank: labeling, ranking and evaluation. 751-760 - Lidan Wang, Paul N. Bennett, Kevyn Collins-Thompson:
Robust ranking models via risk-sensitive optimization. 761-770
Community QA
- Fei Xu, Zongcheng Ji, Bin Wang:
Dual role model for question recommendation in community question answering. 771-780 - Bee-Chung Chen, Anirban Dasgupta, Xuanhui Wang, Jie Yang:
Vote calibration in community question-answering systems. 781-790 - Quan Yuan, Gao Cong, Aixin Sun, Chin-Yew Lin, Nadia Magnenat-Thalmann:
Category hierarchy maintenance: a data-driven approach. 791-800 - Qiaoling Liu, Eugene Agichtein, Gideon Dror, Yoelle Maarek, Idan Szpektor:
When web search fails, searchers become askers: understanding the transition. 801-810
Federated search
- Makoto P. Kato, Hiroaki Ohshima, Katsumi Tanaka:
Content-based retrieval for heterogeneous domains: domain adaptation by relative aggregation points. 811-820 - Dzung Hong, Luo Si:
Mixture model with multiple centralized retrieval algorithms for result merging in federated search. 821-830 - Flavio Paiva Junqueira, Vincent Leroy, Matthieu Morel:
Reactive index replication for distributed search engines. 831-840
Diversity 2
- David Vallet, Pablo Castells:
Personalized diversification of search results. 841-850 - Jiyin He, Vera Hollink, Arjen P. de Vries:
Combining implicit and explicit topic representations for result diversification. 851-860 - Praveen Chandar, Ben Carterette:
Using preference judgments for novel document retrieval. 861-870
Evaluation 2
- Carsten Eickhoff, Christopher G. Harris, Arjen P. de Vries, Padmini Srinivasan:
Quality through flow and immersion: gamifying crowdsourced relevance assessments. 871-880 - Rishiraj Saha Roy, Niloy Ganguly, Monojit Choudhury, Srivatsan Laxman:
An IR-based evaluation framework for web search query segmentation. 881-890 - Stephen E. Robertson, Evangelos Kanoulas:
On per-topic variance in IR evaluation. 891-900 - Mehdi Hosseini, Ingemar J. Cox, Natasa Milic-Frayling, Milad Shokouhi, Emine Yilmaz:
An uncertainty-aware query selection model for evaluation of IR systems. 901-910
Representation
- Miles Efron, Peter Organisciak, Katrina Fenlon:
Improving retrieval of short texts through document expansion. 911-920 - Roi Blanco, Paolo Boldi:
Extending BM25 with multiple query operators. 921-930 - Christina Lioma, Birger Larsen, Wei Lu:
Rhetorical relations for information retrieval. 931-940 - Michael Bendersky, W. Bruce Croft:
Modeling higher-order term dependencies in information retrieval using query hypergraphs. 941-950
Classification
- Yuan Fang, Bo-June Paul Hsu, Kevin Chen-Chuan Chang:
Confidence-aware graph regularization with heterogeneous pairwise features. 951-960 - Giacomo Berardi, Andrea Esuli, Fabrizio Sebastiani:
A utility-theoretic ranking method for semi-automated text classification. 961-970 - Kyosuke Nishida, Takahide Hoshide, Ko Fujimura:
Improving tweet stream classification by detecting changes in word probability. 971-980 - Maik Anderka, Benno Stein, Nedim Lipka:
Predicting quality flaws in user-generated content: the case of wikipedia. 981-990
Doctoral submissions
- Marco Bonzanini:
A knowledge-based approach for summarising opinions. 991 - Daniel T. J. Backhausen:
Adaptive IR for exploratory search support. 992 - Fiana Raiber:
Adversarial content manipulation effects. 993 - Somayeh Khatiban:
Building reputation and trust using federated search and opinion mining. 994 - Si-Chi Chin:
Enhancing knowledge base with knowledge transfer. 995 - Kripabandhu Ghosh:
Improving e-discovery using information retrieval. 996 - Dehong Gao:
Opinion influence and diffusion in social network. 997 - Carsten Eickhoff:
Relevance as a subjective and situational multidimensional concept. 998 - Tuan Tran:
Exploiting temporal topic models in social media retrieval. 999 - Stewart Whiting:
The essence of time: considering temporal relevance as an intent-aware ranking problem. 1000
Demonstrations
- Marc-Allen Cartright, Ethem F. Can, William Dabney, Jeff Dalton, Logan Giorda, Kriste Krstovski, Xiaoye Wu, Ismet Zeki Yalniz, James Allan, R. Manmatha, David A. Smith:
A framework for manipulating and searching multiple retrieval types. 1001 - Giorgio Maria Di Nunzio, Alessandro Sordoni:
A visual tool for bayesian data analysis: the impact of smoothing on naive bayes text classifiers. 1002 - Leif Azzopardi, Myles Doolan, Richard Glassey:
ALF: a client side logger and server for capturing user interactions in web applications. 1003 - Martin Potthast, Matthias Hagen, Benno Stein, Jan Graßegger, Maximilian Michel, Martin Tippmann, Clement Welsch:
ChatNoir: a search engine for the ClueWeb09 corpus. 1004 - Richard McCreadie, Craig Macdonald, Iadh Ounis:
CrowdTerrier: automatic crowdsourced relevance assessments with terrier. 1005 - Vittorio Castelli, Hema Raghavan, Radu Florian, Ding-Jung Han, Xiaoqiang Luo, Salim Roukos:
Distilling and exploring nuggets from a corpus. 1006 - Michael Huggett, Edie Rasmussen:
Integrative online research-data management. 1007 - Leif Azzopardi, Douglas Dowie, Kelly Ann Marshall, Richard Glassey:
MaSe: create your own mash-up search interface. 1008 - Kuang Mao, Xinyuan Luo, Ke Chen, Gang Chen, Lidan Shou:
myDJ: recommending karaoke songs from one's own voice. 1009 - Leif Azzopardi, James Purvis, Richard Glassey:
PageFetch: a retrieval game for children (and adults). 1010