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ORCID39th SIGIR 2016: Pisa, Italy
- Raffaele Perego, Fabrizio Sebastiani, Javed A. Aslam, Ian Ruthven, Justin Zobel:
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 17-21, 2016. ACM 2016, ISBN 978-1-4503-4069-4
Keynote I
- Christopher D. Manning:
Understanding Human Language: Can NLP and Deep Learning Help? 1
Keynote II
- Vipin Kumar:
Big Data in Climate: Opportunities and Challenges for Machine Learning. 3
Evaluation I
- Tetsuya Sakai:
Statistical Significance, Power, and Sample Sizes: A Systematic Review of SIGIR and TOIS, 2006-2015. 5-14 - Dell Zhang, Jun Wang, Emine Yilmaz, Xiaoling Wang, Yuxin Zhou:
Bayesian Performance Comparison of Text Classifiers. 15-24 - Nicola Ferro, Gianmaria Silvello
:
A General Linear Mixed Models Approach to Study System Component Effects. 25-34
Speech and Conversation Systems
- Ido Guy:
Searching by Talking: Analysis of Voice Queries on Mobile Web Search. 35-44 - Julia Kiseleva, Kyle Williams, Ahmed Hassan Awadallah, Aidan C. Crook, Imed Zitouni, Tasos Anastasakos:
Predicting User Satisfaction with Intelligent Assistants. 45-54 - Rui Yan, Yiping Song, Hua Wu:
Learning to Respond with Deep Neural Networks for Retrieval-Based Human-Computer Conversation System. 55-64
Retrieval Models
- Hadas Raviv, Oren Kurland, David Carmel:
Document Retrieval Using Entity-Based Language Models. 65-74 - Gordon V. Cormack, Maura R. Grossman:
Engineering Quality and Reliability in Technology-Assisted Review. 75-84 - Yinan Zhang, ChengXiang Zhai:
A Sequential Decision Formulation of the Interface Card Model for Interactive IR. 85-94
Learning-to-rank
- Clebson C. A. de Sá, Marcos André Gonçalves, Daniel Xavier de Sousa, Thiago Salles:
Generalized BROOF-L2R: A General Framework for Learning to Rank Based on Boosting and Random Forests. 95-104 - Yury Ustinovskiy, Valentina Fedorova, Gleb Gusev, Pavel Serdyukov:
An Optimization Framework for Remapping and Reweighting Noisy Relevance Labels. 105-114 - Xuanhui Wang, Michael Bendersky, Donald Metzler, Marc Najork:
Learning to Rank with Selection Bias in Personal Search. 115-124
Music and Math
- Zhiyong Cheng, Jialie Shen, Steven C. H. Hoi:
On Effective Personalized Music Retrieval by Exploring Online User Behaviors. 125-134 - Moritz Schubotz, Alexey Grigorev, Marcus Leich, Howard S. Cohl, Norman Meuschke, Bela Gipp, Abdou S. Youssef, Volker Markl:
Semantification of Identifiers in Mathematics for Better Math Information Retrieval. 135-144 - Richard Zanibbi, Kenny Davila, Andrew Kane, Frank Wm. Tompa:
Multi-Stage Math Formula Search: Using Appearance-Based Similarity Metrics at Scale. 145-154
Microblog
- Yukun Zhao, Shangsong Liang, Zhaochun Ren, Jun Ma, Emine Yilmaz, Maarten de Rijke:
Explainable User Clustering in Short Text Streams. 155-164 - Chenliang Li, Haoran Wang, Zhiqian Zhang, Aixin Sun, Zongyang Ma:
Topic Modeling for Short Texts with Auxiliary Word Embeddings. 165-174 - Xin Qian, Jimmy Lin, Adam Roegiest:
Interleaved Evaluation for Retrospective Summarization and Prospective Notification on Document Streams. 175-184
Web Search
- Shan Jiang, Yuening Hu, Changsung Kang, Tim Daly Jr., Dawei Yin, Yi Chang, ChengXiang Zhai:
Learning Query and Document Relevance from a Web-scale Click Graph. 185-194 - Masrour Zoghi, Tomás Tunys, Lihong Li, Damien Jose, Junyan Chen, Chun Ming Chin, Maarten de Rijke:
Click-based Hot Fixes for Underperforming Torso Queries. 195-204 - Alexey Borisov, Ilya Markov, Maarten de Rijke, Pavel Serdyukov:
A Context-aware Time Model for Web Search. 205-214
Question Answering
- Adi Omari, David Carmel, Oleg Rokhlenko, Idan Szpektor:
Novelty based Ranking of Human Answers for Community Questions. 215-224 - Boaz Petersil, Avihai Mejer, Idan Szpektor, Koby Crammer:
That's Not My Question: Learning to Weight Unmatched Terms in CQA Vertical Search. 225-234 - Denis Savenkov, Eugene Agichtein:
When a Knowledge Base Is Not Enough: Question Answering over Knowledge Bases with External Text Data. 235-244
Learning
- (Withdrawn) Transfer Learning for Cross-Lingual Sentiment Classification with Weakly Shared Deep Neural Networks. 245-254
- Ke Zhai, Zornitsa Kozareva, Yuening Hu, Qi Li, Weiwei Guo:
Query to Knowledge: Unsupervised Entity Extraction from Shopping Queries using Adaptor Grammars. 255-264 - Zhiwei Zhang, Qifan Wang, Luo Si, Jianfeng Gao:
Learning for Efficient Supervised Query Expansion via Two-stage Feature Selection. 265-274
Efficiency I
- Zhaohua Zhang, Jiancong Tong, Haibing Huang, Jin Liang, Tianlong Li, Rebecca J. Stones, Gang Wang, Xiaoguang Liu:
Leveraging Context-Free Grammar for Efficient Inverted Index Compression. 275-284 - Simon Gog, Rossano Venturini:
Fast and Compact Hamming Distance Index. 285-294 - Qi Wang, Constantinos Dimopoulos, Torsten Suel:
Fast First-Phase Candidate Generation for Cascading Rankers. 295-304
Recommendation Systems I
- Xu Chen, Zheng Qin, Yongfeng Zhang, Tao Xu:
Learning to Rank Features for Recommendation over Multiple Categories. 305-314 - Pengfei Zhao, Dik Lun Lee:
How Much Novelty is Relevant?: It Depends on Your Curiosity. 315-324 - Hanwang Zhang, Fumin Shen, Wei Liu, Xiangnan He, Huanbo Luan, Tat-Seng Chua:
Discrete Collaborative Filtering. 325-334
User Needs
- Yashar Moshfeghi, Peter Triantafillou, Frank E. Pollick:
Understanding Information Need: An fMRI Study. 335-344 - Ryan Burton, Kevyn Collins-Thompson:
User Behavior in Asynchronous Slow Search. 345-354 - Florian Meier, David Elsweiler:
Going back in Time: An Investigation of Social Media Re-finding. 355-364
Privacy, Advertising, and Products
- Joanna Asia Biega, Krishna P. Gummadi, Ida Mele, Dragan Milchevski, Christos Tryfonopoulos, Gerhard Weikum:
R-Susceptibility: An IR-Centric Approach to Assessing Privacy Risks for Users in Online Communities. 365-374 - Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Fabrizio Silvestri, Ricardo Baeza-Yates, Andrew Feng, Erik Ordentlich, Lee Yang, Gavin Owens:
Scalable Semantic Matching of Queries to Ads in Sponsored Search Advertising. 375-384 - Mengwen Liu, Yi Fang, Dae Hoon Park, Xiaohua Hu, Zhengtao Yu:
Retrieving Non-Redundant Questions to Summarize a Product Review. 385-394
Novelty and Diversity
- Long Xia, Jun Xu, Yanyan Lan, Jiafeng Guo, Xueqi Cheng:
Modeling Document Novelty with Neural Tensor Network for Search Result Diversification. 395-404 - Kazutoshi Umemoto, Takehiro Yamamoto, Katsumi Tanaka:
ScentBar: A Query Suggestion Interface Visualizing the Amount of Missed Relevant Information for Intrinsically Diverse Search. 405-414 - Xiaojie Wang, Zhicheng Dou, Tetsuya Sakai, Ji-Rong Wen:
Evaluating Search Result Diversity using Intent Hierarchies. 415-424
Entities and Knowledge Graphs
- Stefan Zwicklbauer, Christin Seifert, Michael Granitzer:
Robust and Collective Entity Disambiguation through Semantic Embeddings. 425-434 - Fedor Nikolaev, Alexander Kotov, Nikita Zhiltsov:
Parameterized Fielded Term Dependence Models for Ad-hoc Entity Retrieval from Knowledge Graph. 435-444 - Qiao Liu, Liuyi Jiang, Minghao Han, Yao Liu, Zhiguang Qin:
Hierarchical Random Walk Inference in Knowledge Graphs. 445-454
SIRIP I: Big companies, big data
- Aya Soffer, David Konopnicki, Haggai Roitman:
When Watson Went to Work: Leveraging Cognitive Computing in the Real World. 455-456 - Ferhan Türe, Oliver Jojic:
Ask Your TV: Real-Time Question Answering with Recurrent Neural Networks. 457-458 - Daria Sorokina, Erick Cantú-Paz:
Amazon Search: The Joy of Ranking Products. 459-460 - Viet Ha-Thuc, Shakti Sinha:
Learning to Rank Personalized Search Results in Professional Networks. 461-462
Evaluation II
- Jiaxin Mao, Yiqun Liu, Ke Zhou, Jian-Yun Nie, Jingtao Song, Min Zhang, Shaoping Ma, Jiashen Sun, Hengliang Luo:
When does Relevance Mean Usefulness and User Satisfaction in Web Search? 463-472 - Ittai Abraham, Omar Alonso, Vasilis Kandylas, Rajesh Patel, Steven Shelford, Aleksandrs Slivkins:
How Many Workers to Ask?: Adaptive Exploration for Collecting High Quality Labels. 473-482 - Bekir Taner Dinçer, Craig Macdonald, Iadh Ounis:
Risk-Sensitive Evaluation and Learning to Rank using Multiple Baselines. 483-492
Events
- Arunav Mishra, Klaus Berberich:
Event Digest: A Holistic View on Past Events. 493-502 - Andreas Spitz, Michael Gertz:
Terms over LOAD: Leveraging Named Entities for Cross-Document Extraction and Summarization of Events. 503-512 - Chao Zhang, Guangyu Zhou, Quan Yuan, Honglei Zhuang, Yu Zheng, Lance M. Kaplan, Shaowen Wang, Jiawei Han:
GeoBurst: Real-Time Local Event Detection in Geo-Tagged Tweet Streams. 513-522
SIRIP II: Small companies, big ideas
- Manos Tsagkias, Wouter Weerkamp:
Building a Self-Learning Search Engine: From Research to Business. 523-524 - Ugo Scaiella, Giacomo Berardi, Giuliano Mega, Roberto Santoro:
Sedano: A News Stream Processor for Business. 525-526 - Diego Ceccarelli, Francesco Nidito, Miles Osborne:
Ranking Financial Tweets. 527-528
Recommendation Systems II
- Qingyun Wu, Huazheng Wang, Quanquan Gu, Hongning Wang:
Contextual Bandits in a Collaborative Environment. 529-538 - Shuai Li, Alexandros Karatzoglou, Claudio Gentile:
Collaborative Filtering Bandits. 539-548 - Xiangnan He, Hanwang Zhang, Min-Yen Kan, Tat-Seng Chua:
Fast Matrix Factorization for Online Recommendation with Implicit Feedback. 549-558
Image and Multimodal Search
- Neil O'Hare, Paloma de Juan, Rossano Schifanella, Yunlong He, Dawei Yin, Yi Chang:
Leveraging User Interaction Signals for Web Image Search. 559-568 - Jian Liang, Zhihang Li, Dong Cao, Ran He, Jingdong Wang:
Self-Paced Cross-Modal Subspace Matching. 569-578 - Mingsheng Long, Yue Cao, Jianmin Wang, Philip S. Yu:
Composite Correlation Quantization for Efficient Multimodal Retrieval. 579-588
SIRIP III: Modeling and Evaluation
- Widad Machmouchi, Georg Buscher:
Principles for the Design of Online A/B Metrics. 589-590 - Anna Wróblewska, Lukasz Raczkowski:
Visual Recommendation Use Case for an Online Marketplace Platform: allegro.pl. 591-594 - Roni Wiener, Yonatan Ben-Simhon, Anna Chen:
AOL's Named Entity Resolver: Solving Disambiguation via Document Strongly Connected Components and Ad-Hoc Edges Construction. 595-596 - Omar Alonso:
The Data Stack in Information Retrieval. 597
Behavior Models and Applications
- Ioannis Arapakis, Luis A. Leiva:
Predicting User Engagement with Direct Displays Using Mouse Cursor Information. 599-608 - Fernando Diaz, Qi Guo, Ryen W. White:
Search Result Prefetching Using Cursor Movement. 609-618 - Yiqun Liu, Zeyang Liu, Ke Zhou, Meng Wang, Huanbo Luan, Chao Wang, Min Zhang, Shaoping Ma:
Predicting Search User Examination with Visual Saliency. 619-628
Efficiency II
- Xin Jin, Tao Yang, Xun Tang:
A Comparison of Cache Blocking Methods for Fast Execution of Ensemble-based Score Computation. 629-638 - Xiao Bai, Berkant Barla Cambazoglu, Archie Russell:
Improved Caching Techniques for Large-Scale Image Hosting Services. 639-648
Short Collection Papers
- Xuezhi Cao, Weiyue Huang, Yong Yu:
A Complete & Comprehensive Movie Review Dataset (CCMR). 661-664 - Maria Han Veiga, Carsten Eickhoff:
A Cross-Platform Collection of Social Network Profiles. 665-668 - Bevan Koopman, Guido Zuccon:
A Test Collection for Matching Patients to Clinical Trials. 669-672 - Reem Suwaileh, Mücahid Kutlu, Nihal Fathima, Tamer Elsayed, Matthew Lease:
ArabicWeb16: A New Crawl for Today's Arabic Web. 673-676 - Hideo Joho, Adam Jatowt, Roi Blanco, Haitao Yu, Shuhei Yamamoto:
Building Test Collections for Evaluating Temporal IR. 677-680 - Vladimir Estivill-Castro, Carla Limongelli, Matteo Lombardi, Alessandro Marani:
DAJEE: A Dataset of Joint Educational Entities for Information Retrieval in Technology Enhanced Learning. 681-684 - Ben Carterette, Paul D. Clough, Mark M. Hall, Evangelos Kanoulas, Mark Sanderson:
Evaluating Retrieval over Sessions: The TREC Session Track 2011-2014. 685-688 - Hind A. Al-Merekhi, Maram Hasanain, Tamer Elsayed:
EveTAR: A New Test Collection for Event Detection in Arabic Tweets. 689-692 - Cameron Summers, Greg Tronel, Jason Cramer, Aneesh Vartakavi, Phillip Popp:
GNMID14: A Collection of 110 Million Global Music Identification Matches. 693-696 - Suzan Verberne, Bram Arends, Wessel Kraaij, Arjen P. de Vries:
Longitudinal Navigation Log Data on a Large Web Domain. 697-700 - Ivan Habernal, Maria Sukhareva, Fiana Raiber, Anna Shtok, Oren Kurland, Hadar Ronen, Judit Bar-Ilan, Iryna Gurevych:
New Collection Announcement: Focused Retrieval Over the Web. 701-704 - Cathal Gurrin, Hideo Joho, Frank Hopfgartner, Liting Zhou, Rami Albatal:
NTCIR Lifelog: The First Test Collection for Lifelog Research. 705-708 - Stewart Whiting, Joemon M. Jose, Omar Alonso:
SOGOU-2012-CRAWL: A Crawl of Search Results in the Sogou 2012 Chinese Query Log. 709-712 - Ian Soboroff, Kira Griffitt, Stephanie M. Strassel:
The BOLT IR Test Collections of Multilingual Passage Retrieval from Discussion Forums. 713-716 - Ido Guy, Dan Pelleg:
The Factoid Queries Collection. 717-720 - Vítor Mangaravite, Rodrygo L. T. Santos, Isac S. Ribeiro, Marcos André Gonçalves, Alberto H. F. Laender:
The LExR Collection for Expertise Retrieval in Academia. 721-724 - Peter Bailey, Alistair Moffat, Falk Scholer, Paul Thomas:
UQV100: A Test Collection with Query Variability. 725-728
Short Research Papers
- Feng Yu, Qiang Liu, Shu Wu, Liang Wang, Tieniu Tan:
A Dynamic Recurrent Model for Next Basket Recommendation. 729-732 - Fanghong Jian, Jimmy Xiangji Huang, Jiashu Zhao, Tingting He, Po Hu:
A Simple Enhancement for Ad-hoc Information Retrieval via Topic Modelling. 733-736 - Jing Chen, Chenyan Xiong, Jamie Callan:
An Empirical Study of Learning to Rank for Entity Search. 737-740 - Luchen Tan, Adam Roegiest, Jimmy Lin, Charles L. A. Clarke:
An Exploration of Evaluation Metrics for Mobile Push Notifications. 741-744 - Brian Brost, Ingemar J. Cox, Yevgeny Seldin, Christina Lioma:
An Improved Multileaving Algorithm for Online Ranker Evaluation. 745-748 - Yen-Cheng Lu, Chih-Wei Wu, Chang-Tien Lu, Alexander Lerch:
An Unsupervised Approach to Anomaly Detection in Music Datasets. 749-752 - Sicong Zhang, Grace Hui Yang, Lisa Singh:
Anonymizing Query Logs by Differential Privacy. 753-756 - Alberto Introini, Giorgio Presti, Giuseppe Boccignone:
Audio Features Affected by Music Expressiveness: Experimental Setup and Preliminary Results on Tuba Players. 757-760 - Adam Fourney, Susan T. Dumais:
Automatic Identification and Contextual Reformulation of Implicit System-Related Queries. 761-764 - Ali Montazeralghaem, Hamed Zamani, Azadeh Shakery:
Axiomatic Analysis for Improving the Log-Logistic Feedback Model. 765-768 - Joost van Doorn, Daan Odijk, Diederik M. Roijers, Maarten de Rijke:
Balancing Relevance Criteria through Multi-Objective Optimization. 769-772 - Kaisong Song, Wei Gao, Ling Chen, Shi Feng, Daling Wang, Chengqi Zhang:
Build Emotion Lexicon from the Mood of Crowd via Topic-Assisted Joint Non-negative Matrix Factorization. 773-776 - Cody Buntain, Jimmy Lin:
Burst Detection in Social Media Streams for Tracking Interest Profiles in Real Time. 777-780 - Dimitrios Rafailidis, Fabio Crestani:
Cluster-based Joint Matrix Factorization Hashing for Cross-Modal Retrieval. 781-784 - Dimitrios Rafailidis, Fabio Crestani:
Collaborative Ranking with Social Relationships for Top-N Recommendations. 785-788 - Zhuoren Jiang, Xiaozhong Liu, Liangcai Gao, Zhi Tang:
Community-based Cyberreading for Information Understanding. 789-792 - Wei Lu, Korris Fu-Lai Chung:
Computational Creativity Based Video Recommendation. 793-796 - Shiri Dori-Hacohen, David D. Jensen, James Allan:
Controversy Detection in Wikipedia Using Collective Classification. 797-800 - Min Yang, Jincheng Mei, Fei Xu, Wenting Tu, Ziyu Lu:
Discovering Author Interest Evolution in Topic Modeling. 801-804 - Alejandro Moreo, Andrea Esuli, Fabrizio Sebastiani:
Distributional Random Oversampling for Imbalanced Text Classification. 805-808 - Ganesh J, Manish Gupta, Vasudeva Varma:
Doc2Sent2Vec: A Novel Two-Phase Approach for Learning Document Representation. 809-812 - Ting-Yi Shih, Ting-Chang Hou, Jian-De Jiang, Yen-Chieh Lien, Chia-Rui Lin, Pu-Jen Cheng:
Dynamically Integrating Item Exposure with Rating Prediction in Collaborative Filtering. 813-816 - Anat Hashavit, Roy Levin, Ido Guy, Gilad Kutiel:
Effective Trend Detection within a Dynamic Search Context. 817-820 - Sean Moran, Richard McCreadie, Craig Macdonald, Iadh Ounis:
Enhancing First Story Detection using Word Embeddings. 821-824 - Anjie Fang, Craig Macdonald, Iadh Ounis, Philip Habel:
Examining the Coherence of the Top Ranked Tweet Topics. 825-828 - Jin Young Kim, Jaime Teevan, Nick Craswell:
Explicit In Situ User Feedback for Web Search Results. 829-832 - Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Nicola Tonellotto, Rossano Venturini:
Exploiting CPU SIMD Extensions to Speed-up Document Scoring with Tree Ensembles. 833-836 - Xinhui Tu, Jimmy Xiangji Huang, Jing Luo, Tingting He:
Exploiting Semantic Coherence Features for Information Retrieval. 837-840 - Matthew Mitsui, Chirag Shah, Nicholas J. Belkin:
Extracting Information Seeking Intentions for Web Search Sessions. 841-844 - Jeroen B. P. Vuurens, Arjen P. de Vries:
First Story Detection using Multiple Nearest Neighbors. 845-848 - Sumit Sidana, Shashwat Mishra, Sihem Amer-Yahia, Marianne Clausel, Massih-Reza Amini:
Health Monitoring on Social Media over Time. 849-852 - Rodney McDonell, Justin Zobel, Bodo Billerbeck:
How Informative is a Term?: Dispersion as a measure of Term Specificity. 853-856