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38th SIGIR 2015: Santiago, Chile
- Ricardo Baeza-Yates, Mounia Lalmas, Alistair Moffat, Berthier A. Ribeiro-Neto:
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, Santiago, Chile, August 9-13, 2015. ACM 2015, ISBN 978-1-4503-3621-5
Salton Award
- Nicholas J. Belkin:
Salton Award Lecture: People, Interacting with Information. 1-2
Session 1A: Assisting the Search
- Bhaskar Mitra:
Exploring Session Context using Distributed Representations of Queries and Reformulations. 3-12 - Carsten Eickhoff, Sebastian Dungs, Vu Tran:
An Eye-Tracking Study of Query Reformulation. 13-22 - Robert Capra
, Jaime Arguello, Anita Crescenzi
, Emily Vardell
:
Differences in the Use of Search Assistance for Tasks of Varying Complexity. 23-32
Session 1B: Multimedia
- Daan Odijk, Edgar Meij, Isaac Sijaranamual, Maarten de Rijke
:
Dynamic Query Modeling for Related Content Finding. 33-42 - Julian J. McAuley
, Christopher Targett, Qinfeng Shi
, Anton van den Hengel
:
Image-Based Recommendations on Styles and Substitutes. 43-52 - Yingwei Pan
, Ting Yao, Houqiang Li, Chong-Wah Ngo, Tao Mei:
Semi-supervised Hashing with Semantic Confidence for Large Scale Visual Search. 53-62
Session 1C: Efficient Algorithms
- Jeong-Min Yun, Yuxiong He, Sameh Elnikety, Shaolei Ren
:
Optimal Aggregation Policy for Reducing Tail Latency of Web Search. 63-72 - Claudio Lucchese, Franco Maria Nardini
, Salvatore Orlando, Raffaele Perego
, Nicola Tonellotto
, Rossano Venturini
:
QuickScorer: A Fast Algorithm to Rank Documents with Additive Ensembles of Regression Trees. 73-82 - Weiren Yu, Julie Ann McCann:
High Quality Graph-Based Similarity Search. 83-92
Session 2A: Diversity and Bias
- Zhaochun Ren, Maarten de Rijke:
Summarizing Contrastive Themes via Hierarchical Non-Parametric Processes. 93-102 - Aldo Lipani
, Mihai Lupu, Allan Hanbury:
Splitting Water: Precision and Anti-Precision to Reduce Pool Bias. 103-112 - Long Xia, Jun Xu
, Yanyan Lan, Jiafeng Guo, Xueqi Cheng:
Learning Maximal Marginal Relevance Model via Directly Optimizing Diversity Evaluation Measures. 113-122
Session 1B: Queries
- Liangda Li, Hongbo Deng, Anlei Dong, Yi Chang, Hongyuan Zha, Ricardo Baeza-Yates
:
Analyzing User's Sequential Behavior in Query Auto-Completion via Markov Processes. 123-132 - Morgan Harvey
, Claudia Hauff, David Elsweiler:
Learning by Example: Training Users with High-quality Query Suggestions. 133-142 - Aston Zhang, Amit Goyal, Weize Kong, Hongbo Deng, Anlei Dong, Yi Chang
, Carl A. Gunter, Jiawei Han:
adaQAC: Adaptive Query Auto-Completion via Implicit Negative Feedback. 143-152
Session 2C: Graphs
- Giang Tran, Ata Turk, Berkant Barla Cambazoglu, Wolfgang Nejdl
:
A Random Walk Model for Optimization of Search Impact in Web Frontier Ranking. 153-162 - Sven Helmer
, Vuong Minh Ngo
:
A Similarity Measure for Weaving Patterns in Textiles. 163-172 - Michele Trevisiol, Luca Maria Aiello
, Paolo Boldi
, Roi Blanco:
Local Ranking Problem on the BrowseGraph. 173-182
Session 3A: Search Experience
- Diane Kelly, Leif Azzopardi:
How many results per page?: A Study of SERP Size, Search Behavior and User Experience. 183-192 - Zeyang Liu, Yiqun Liu, Ke Zhou, Min Zhang, Shaoping Ma:
Influence of Vertical Result in Web Search Examination. 193-202 - Miguel Barreda-Ángeles
, Ioannis Arapakis, Xiao Bai, Berkant Barla Cambazoglu, Alexandre Pereda-Baños
:
Unconscious Physiological Effects of Search Latency on Users and Their Click Behaviour. 203-212
Session 3B: Social Media
- Xuemeng Song, Liqiang Nie, Luming Zhang, Mohammad Akbari
, Tat-Seng Chua:
Multiple Social Network Learning and Its Application in Volunteerism Tendency Prediction. 213-222 - Surendra Sedhai, Aixin Sun
:
HSpam14: A Collection of 14 Million Tweets for Hashtag-Oriented Spam Research. 223-232 - Amir Fayazi, Kyumin Lee, James Caverlee, Anna Cinzia Squicciarini
:
Uncovering Crowdsourced Manipulation of Online Reviews. 233-242
Session 3C: Entities
- Hannah Bast, Björn Buchhold, Elmar Haussmann:
Relevance Scores for Triples from Type-Like Relations. 243-252 - Nikita Zhiltsov, Alexander Kotov
, Fedor Nikolaev
:
Fielded Sequential Dependence Model for Ad-Hoc Entity Retrieval in the Web of Data. 253-262 - Ridho Reinanda, Edgar Meij, Maarten de Rijke
:
Mining, Ranking and Recommending Entity Aspects. 263-272
Session 4A: User Models
- Artem Grotov, Shimon Whiteson, Maarten de Rijke:
Bayesian Ranker Comparison Based on Historical User Interactions. 273-282 - Chao Wang
, Yiqun Liu, Meng Wang, Ke Zhou, Jian-Yun Nie
, Shaoping Ma:
Incorporating Non-sequential Behavior into Click Models. 283-292 - Jiyin He, Marc Bron, Arjen P. de Vries
, Leif Azzopardi, Maarten de Rijke:
Untangling Result List Refinement and Ranking Quality: a Framework for Evaluation and Prediction. 293-302
Session 4B: Recommending
- Chao Chen
, Dongsheng Li
, Yingying Zhao
, Qin Lv, Li Shang:
WEMAREC: Accurate and Scalable Recommendation through Weighted and Ensemble Matrix Approximation. 303-312 - Maksims Volkovs, Guang Wei Yu:
Effective Latent Models for Binary Feedback in Recommender Systems. 313-322 - Liang Tang, Yexi Jiang, Lei Li, Chunqiu Zeng, Tao Li:
Personalized Recommendation via Parameter-Free Contextual Bandits. 323-332
Session 4C: Classifying & Ranking
- Sérgio D. Canuto
, Marcos André Gonçalves
, Wisllay M. V. dos Santos, Thierson Couto Rosa, Wellington Martins
:
An Efficient and Scalable MetaFeature-based Document Classification Approach based on Massively Parallel Computing. 333-342 - Shanshan Huang, Shuaiqiang Wang
, Tie-Yan Liu, Jun Ma, Zhumin Chen, Jari Veijalainen:
Listwise Collaborative Filtering. 343-352 - Thiago Salles, Marcos André Gonçalves
, Victor Rodrigues, Leonardo Rocha
:
BROOF: Exploiting Out-of-Bag Errors, Boosting and Random Forests for Effective Automated Classification. 353-362
Session 5A: Deep Learning
- Ivan Vulic, Marie-Francine Moens:
Monolingual and Cross-Lingual Information Retrieval Models Based on (Bilingual) Word Embeddings. 363-372 - Aliaksei Severyn, Alessandro Moschitti:
Learning to Rank Short Text Pairs with Convolutional Deep Neural Networks. 373-382 - Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Fabrizio Silvestri, Narayan Bhamidipati:
Context- and Content-aware Embeddings for Query Rewriting in Sponsored Search. 383-392
Session 5B: Products
- Dae Hoon Park, Hyun Duk Kim, ChengXiang Zhai, Lifan Guo:
Retrieval of Relevant Opinion Sentences for New Products. 393-402 - Pengfei Wang, Jiafeng Guo, Yanyan Lan, Jun Xu
, Shengxian Wan, Xueqi Cheng:
Learning Hierarchical Representation Model for NextBasket Recommendation. 403-412 - Zaihan Yang, Alexander Kotov
, Aravind Mohan, Shiyong Lu:
Parametric and Non-parametric User-aware Sentiment Topic Models. 413-422
Session 5C: Locations
- John Foley, Michael Bendersky, Vanja Josifovski:
Learning to Extract Local Events from the Web. 423-432 - Xutao Li, Gao Cong
, Xiaoli Li
, Tuan-Anh Nguyen Pham, Shonali Krishnaswamy:
Rank-GeoFM: A Ranking based Geographical Factorization Method for Point of Interest Recommendation. 433-442 - Jia-Dong Zhang, Chi-Yin Chow
:
GeoSoCa: Exploiting Geographical, Social and Categorical Correlations for Point-of-Interest Recommendations. 443-452
Session 6A: Experiment Design
- Eugene Kharitonov, Craig Macdonald, Pavel Serdyukov, Iadh Ounis
:
Optimised Scheduling of Online Experiments. 453-462 - Anne Schuth, Katja Hofmann, Filip Radlinski:
Predicting Search Satisfaction Metrics with Interleaved Comparisons. 463-472 - Eugene Kharitonov, Aleksandr Vorobev, Craig Macdonald, Pavel Serdyukov, Iadh Ounis
:
Sequential Testing for Early Stopping of Online Experiments. 473-482
Session 6B: Predicting
- Dmitry Lagun, Eugene Agichtein:
Inferring Searcher Attention by Jointly Modeling User Interactions and Content Salience. 483-492 - Yiqun Liu, Ye Chen, Jinhui Tang
, Jiashen Sun, Min Zhang, Shaoping Ma, Xuan Zhu:
Different Users, Different Opinions: Predicting Search Satisfaction with Mouse Movement Information. 493-502 - Weize Kong, Rui Li, Jie Luo, Aston Zhang, Yi Chang
, James Allan:
Predicting Search Intent Based on Pre-Search Context. 503-512
Session 6C: Tasks and Devices
- Zi Yang, Eric Nyberg:
Leveraging Procedural Knowledge for Task-oriented Search. 513-522 - Ryen W. White, Ahmed Hassan Awadallah:
Personalizing Search on Shared Devices. 523-532 - Dae Hoon Park, Mengwen Liu, ChengXiang Zhai, Haohong Wang:
Leveraging User Reviews to Improve Accuracy for Mobile App Retrieval. 533-542
Keynote
- ChengXiang Zhai:
Towards a Game-Theoretic Framework for Information Retrieval. 543
Session 7A: Assessing
- Rishabh Mehrotra, Emine Yilmaz:
Representative & Informative Query Selection for Learning to Rank using Submodular Functions. 545-554 - Adam Roegiest, Gordon V. Cormack, Charles L. A. Clarke, Maura R. Grossman:
Impact of Surrogate Assessments on High-Recall Retrieval. 555-564 - Andrew Turpin, Falk Scholer
, Stefano Mizzaro
, Eddy Maddalena
:
The Benefits of Magnitude Estimation Relevance Assessments for Information Retrieval Evaluation. 565-574
Session 7B: Terms
- Guoqing Zheng, Jamie Callan:
Learning to Reweight Terms with Distributed Representations. 575-584 - Jiaul H. Paik:
A Probabilistic Model for Information Retrieval Based on Maximum Value Distribution. 585-594 - Christina Lioma
, Jakob Grue Simonsen, Birger Larsen
, Niels Dalum Hansen:
Non-Compositional Term Dependence for Information Retrieval. 595-604
Session 8A: Variability in test collections
- Olga Megorskaya, Vladimir Kukushkin, Pavel Serdyukov:
On the Relation Between Assessor's Agreement and Accuracy in Gamified Relevance Assessment. 605-614 - Yulu Wang, Garrick Sherman, Jimmy Lin, Miles Efron:
Assessor Differences and User Preferences in Tweet Timeline Generation. 615-624 - Peter Bailey, Alistair Moffat, Falk Scholer
, Paul Thomas
:
User Variability and IR System Evaluation. 625-634
Session 8B: Citations
- Jingang Wang, Dandan Song, Qifan Wang, Zhiwei Zhang, Luo Si, Lejian Liao, Chin-Yew Lin:
An Entity Class-Dependent Discriminative Mixture Model for Cumulative Citation Recommendation. 635-644 - Xiaozhong Liu, Zhuoren Jiang, Liangcai Gao:
Scientific Information Understanding via Open Educational Resources (OER). 645-654 - Yuanhua Lv, Ariel Fuxman:
In Situ Insights. 655-664
Session 9A: Streams
- Ido Guy, Roy Levin, Tal Daniel, Ella Bolshinsky:
Islands in the Stream: A Study of Item Recommendation within an Enterprise Social Stream. 665-674 - Gaurav Baruah, Mark D. Smucker
, Charles L. A. Clarke:
Evaluating Streams of Evolving News Events. 675-684
Session 9B: Cards
- Yinan Zhang, Chengxiang Zhai:
Information Retrieval as Card Playing: A Formal Model for Optimizing Interactive Retrieval Interface. 685-694 - Milad Shokouhi, Qi Guo:
From Queries to Cards: Re-ranking Proactive Card Recommendations Based on Reactive Search History. 695-704
Short Papers
- M-Dyaa Albakour, Craig Macdonald, Iadh Ounis
:
Using Sensor Metadata Streams to Identify Topics of Local Events in the City. 711-714 - Mohammed Al-Dhelaan:
StarSum: A Simple Star Graph for Multi-document Summarization. 715-718 - Marco Allegretti, Yashar Moshfeghi
, Maria Hadjigeorgieva, Frank E. Pollick
, Joemon M. Jose, Gabriella Pasi
:
When Relevance Judgement is Happening?: An EEG-based Study. 719-722 - Olga Arkhipova, Lidia Grauer
, Igor Kuralenok, Pavel Serdyukov:
Search Engine Evaluation based on Search Engine Switching Prediction. 723-726 - Hosein Azarbonyad, Mostafa Dehghani, Maarten Marx
, Jaap Kamps
:
Time-Aware Authorship Attribution for Short Text Streams. 727-730 - Ismail Badache
, Mohand Boughanem:
A Priori Relevance Based On Quality and Diversity Of Social Signals. 731-734 - Ashraf Bah, Praveen Chandar, Ben Carterette:
Document Comprehensiveness and User Preferences in Novelty Search Tasks. 735-738 - Emre Bakkal, Ismail Sengor Altingovde
, Ismail Hakki Toroslu
:
Cost-Aware Result Caching for Meta-Search Engines. 739-742 - Felipe Bravo-Marquez
, Eibe Frank
, Bernhard Pfahringer:
From Unlabelled Tweets to Twitter-specific Opinion Words. 743-746 - Ben Carterette:
The Best Published Result is Random: Sequential Testing and its Effect on Reported Effectiveness. 747-750 - Matteo Catena
, Craig Macdonald, Nicola Tonellotto
:
Load-sensitive CPU Power Management for Web Search Engines. 751-754 - Anirban Chakraborty
, Kripabandhu Ghosh, Swapan Kumar Parui:
Retrieval from Noisy E-Discovery Corpus in the Absence of Training Data. 755-758 - Yu-Ren Chen, Hsin-Hsi Chen
:
Opinion Spammer Detection in Web Forum. 759-762 - Gordon V. Cormack, Maura R. Grossman:
Multi-Faceted Recall of Continuous Active Learning for Technology-Assisted Review. 763-766 - Anita Crescenzi
, Diane Kelly, Leif Azzopardi:
Time Pressure and System Delays in Information Search. 767-770 - Zhuyun Dai, Yubin Kim, Jamie Callan:
How Random Decisions Affect Selective Distributed Search. 771-774 - Giovanni Di Santo, Richard McCreadie, Craig Macdonald, Iadh Ounis
:
Comparing Approaches for Query Autocompletion. 775-778 - Alexey Drutsa:
Sign-Aware Periodicity Metrics of User Engagement for Online Search Quality Evaluation. 779-782 - Carsten Eickhoff, Arjen P. de Vries
, Thomas Hofmann:
Modelling Term Dependence with Copulas. 783-786 - Dhivya Eswaran, Paul N. Bennett, Joseph J. Pfeiffer III:
Modeling Website Topic Cohesion at Scale to Improve Webpage Classification. 787-790 - Anjie Fang, Iadh Ounis
, Philip Habel, Craig Macdonald, Nut Limsopatham:
Topic-centric Classification of Twitter User's Political Orientation. 791-794 - Debasis Ganguly
, Dwaipayan Roy
, Mandar Mitra, Gareth J. F. Jones
:
Word Embedding based Generalized Language Model for Information Retrieval. 795-798 - Ning Gao, Douglas W. Oard
:
A Head-Weighted Gap-Sensitive Correlation Coefficient. 799-802 - Mona Golestan Far, Scott Sanner, Mohamed Reda Bouadjenek
, Gabriela Ferraro
, David Hawking
:
On Term Selection Techniques for Patent Prior Art Search. 803-806 - Chun Guo, Xiaozhong Liu:
Automatic Feature Generation on Heterogeneous Graph for Music Recommendation. 807-810 - Jacek Gwizdka
, Yinglong Zhang:
Differences in Eye-Tracking Measures Between Visits and Revisits to Relevant and Irrelevant Web Pages. 811-814 - Kazuo Hara, Ikumi Suzuki, Kei Kobayashi, Kenji Fukumizu:
Reducing Hubness: A Cause of Vulnerability in Recommender Systems. 815-818 - Maayan Gal-On Harel, Elad Yom-Tov:
Modularity-Based Query Clustering for Identifying Users Sharing a Common Condition. 819-822 - Mohammed Hasanuzzaman, Sriparna Saha, Gaël Dias, Stéphane Ferrari:
Understanding Temporal Query Intent. 823-826 - Seyyed Hadi Hashemi, Charles L. A. Clarke, Adriel Dean-Hall, Jaap Kamps
, Julia Kiseleva:
On the Reusability of Open Test Collections. 827-830 - Stefan Heindorf
, Martin Potthast
, Benno Stein, Gregor Engels:
Towards Vandalism Detection in Knowledge Bases: Corpus Construction and Analysis. 831-834 - Eduard C. Hoenkamp:
About the 'Compromised Information Need' and Optimal Interaction as Quality Measure for Search Interfaces. 835-838 - Hsun-Ping Hsieh
, Cheng-Te Li, Rui Yan:
I See You: Person-of-Interest Search in Social Networks. 839-842 - Nyi Nyi Htun
, Martin Halvey, Lynne Baillie
:
Towards Quantifying the Impact of Non-Uniform Information Access in Collaborative Information Retrieval. 843-846 - Timothy Jones, Paul Thomas
, Falk Scholer
, Mark Sanderson
:
Features of Disagreement Between Retrieval Effectiveness Measures. 847-850 - Orestis Kostakis, Aristides Gionis:
Subsequence Search in Event-Interval Sequences. 851-854 - Elad Kravi, Eugene Agichtein, Ido Guy, Yaron Kanza, Avihai Mejer, Dan Pelleg:
Searcher in a Strange Land: Understanding Web Search from Familiar and Unfamiliar Locations. 855-858 - Kriste Krstovski, David A. Smith, Michael J. Kurtz:
Evaluating Retrieval Models through Histogram Analysis. 859-862 - Chia-Jung Lee, Nick Craswell, Vanessa Peña Murdock:
Inter-Category Variation in Location Search. 863-866 - Jiyi Li:
Reachability based Ranking in Interactive Image Retrieval. 867-870 - Qiuchi Li, Jingfei Li, Peng Zhang, Dawei Song
:
Modeling Multi-query Retrieval Tasks Using Density Matrix Transformation. 871-874 - Sheng Li, Jaya Kawale, Yun Fu:
Predicting User Behavior in Display Advertising via Dynamic Collective Matrix Factorization. 875-878 - Xirong Li
, Shuai Liao, Weiyu Lan, Xiaoyong Du, Gang Yang:
Zero-shot Image Tagging by Hierarchical Semantic Embedding. 879-882 - Baiyan Liu, Xiangdong An
, Jimmy Xiangji Huang
:
Using Term Location Information to Enhance Probabilistic Information Retrieval. 883-886 - Xin Liu, Wei Wu:
Learning Context-aware Latent Representations for Context-aware Collaborative Filtering. 887-890 - Kai Lu, Yi Zhang
, Lanbo Zhang, Shuxin Wang:
Exploiting User and Business Attributes for Personalized Business Recommendation. 891-894 - Claudio Lucchese, Franco Maria Nardini
, Salvatore Orlando, Raffaele Perego
,