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ECIR 2016: Padua, Italy
- Nicola Ferro, Fabio Crestani
, Marie-Francine Moens, Josiane Mothe, Fabrizio Silvestri
Advances in Information Retrieval - 38th European Conference on IR Research, ECIR 2016, Padua, Italy, March 20-23, 2016. Proceedings. Lecture Notes in Computer Science 9626, Springer 2016, ISBN 978-3-319-30670-4
Social Context and News
- Minh-Tien Nguyen
SoRTESum: A Social Context Framework for Single-Document Summarization. 3-14 - Ahmet Aker, Emina Kurtic, A. R. Balamurali, Monica Lestari Paramita
A Graph-Based Approach to Topic Clustering for Online Comments to News. 15-29 - Arunav Mishra, Klaus Berberich:
Leveraging Semantic Annotations to Link Wikipedia and News Archives. 30-42
Machine Learning
- Weinan Zhang, Tianming Du, Jun Wang:
Deep Learning over Multi-field Categorical Data - - A Case Study on User Response Prediction. 45-57 - Zhiwei Zhang, Jingang Wang, Tao Wu, Pengjie Ren, Zhumin Chen, Luo Si:
Supervised Local Contexts Aggregation for Effective Session Search. 58-71 - Cheng Li
An Empirical Study of Skip-Gram Features and Regularization for Learning on Sentiment Analysis. 72-87 - Pengfei Wang, Jiafeng Guo, Yanyan Lan, Jun Xu
Multi-task Representation Learning for Demographic Prediction. 88-99 - Danilo Croce
Large-Scale Kernel-Based Language Learning Through the Ensemble Nystr đdoto o ¨ m Methods. 100-112
Question Answering
- Liu Yang, Qingyao Ai
Beyond Factoid QA: Effective Methods for Non-factoid Answer Sentence Retrieval. 115-128 - Liora Braunstain, Oren Kurland, David Carmel, Idan Szpektor, Anna Shtok:
Supporting Human Answers for Advice-Seeking Questions in CQA Sites. 129-141
Ranking
- Yubin Kim, Jamie Callan, J. Shane Culpepper
Does Selective Search Benefit from WAND Optimization? 145-158 - Sean J. Welleck:
Efficient AUC Optimization for Information Ranking Applications. 159-170 - Liu Yang, Qi Guo, Yang Song, Sha Meng, Milad Shokouhi, Kieran McDonald, W. Bruce Croft:
Modeling User Interests for Zero-Query Ranking. 171-184
Evaluation Methodology
- Jiepu Jiang
Adaptive Effort for Search Evaluation Metrics. 187-199 - Johannes Jurgovsky, Michael Granitzer
Evaluating Memory Efficiency and Robustness of Word Embeddings. 200-211 - Manisha Verma, Emine Yilmaz:
Characterizing Relevance on Mobile and Desktop. 212-223
Probabilistic Modelling
- Wen Li, Carsten Eickhoff, Arjen P. de Vries
Probabilistic Local Expert Retrieval. 227-239 - Long Chen, Joemon M. Jose, Haitao Yu, Fajie Yuan, Huaizhi Zhang:
Probabilistic Topic Modelling with Semantic Graph. 240-251 - Yun He, Qinmin Hu, Yang Song, Liang He:
Estimating Probability Density of Content Types for Promoting Medical Records Search. 252-263
Evaluation Issues
- Aldo Lipani
The Curious Incidence of Bias Corrections in the Pool. 267-279 - Guido Zuccon
Understandability Biased Evaluation for Information Retrieval. 280-292 - Mengdie Zhuang
The Relationship Between User Perception and User Behaviour in Interactive Information Retrieval Evaluation. 293-305
Multimedia
- Jaime Arguello, Sandeep Avula, Fernando Diaz:
Using Query Performance Predictors to Improve Spoken Queries. 309-321 - Markus Schedl, Fang Zhou:
Fusing Web and Audio Predictors to Localize the Origin of Music Pieces for Geospatial Retrieval. 322-334 - Ángel Faraldo, Emilia Gómez, Sergi Jordà
Key Estimation in Electronic Dance Music. 335-347
Summarization
- Fahmida Hamid
Evaluating Text Summarization Systems with a Fair Baseline from Multiple Reference Summaries. 351-365 - Yllias Chali, Mohsin Uddin
Multi-document Summarization Based on Atomic Semantic Events and Their Temporal Relationships. 366-377 - Jorge Carrillo de Albornoz
Tweet Stream Summarization for Online Reputation Management. 378-389
Reproducibility
- Martin Potthast, Sarah Braun, Tolga Buz, Fabian Duffhauss
Who Wrote the Web? Revisiting Influential Author Identification Research Applicable to Information Retrieval. 393-407 - Jimmy Lin, Matt Crane
Toward Reproducible Baselines: The Open-Source IR Reproducibility Challenge. 408-420 - Stuart Mackie, Richard McCreadie, Craig Macdonald, Iadh Ounis
Experiments in Newswire Summarisation. 421-435 - Faegheh Hasibi, Krisztian Balog, Svein Erik Bratsberg:
On the Reproducibility of the TAGME Entity Linking System. 436-449
- Shafiza Mohd Shariff
Correlation Analysis of Reader's Demographics and Tweet Credibility Perception. 453-465 - Anastasia Giachanou
Topic-Specific Stylistic Variations for Opinion Retrieval on Twitter. 466-478 - Fattane Zarrinkalam, Hossein Fani, Ebrahim Bagheri
Inferring Implicit Topical Interests on Twitter. 479-491 - Anjie Fang, Craig Macdonald, Iadh Ounis
Topics in Tweets: A User Study of Topic Coherence Metrics for Twitter Data. 492-504
Retrieval Models
- Matthias Hagen, Anna Beyer, Tim Gollub, Kristof Komlossy, Benno Stein:
Supporting Scholarly Search with Keyqueries. 507-520 - Fernando Diaz:
Pseudo-Query Reformulation. 521-532 - Thibaut Thonet, Guillaume Cabanac
VODUM: A Topic Model Unifying Viewpoint, Topic and Opinion Discovery. 533-545
Applications
- Josiah Wang
Harvesting Training Images for Fine-Grained Object Categories Using Visual Descriptions. 549-560 - Yu Xu, M. Rami Ghorab, Zhongqing Wang, Dong Zhou, Séamus Lawless
Do Your Social Profiles Reveal What Languages You Speak? Language Inference from Social Media Profiles. 561-574 - John Foley, James Allan:
Retrieving Hierarchical Syllabus Items for Exam Question Analysis. 575-586
Collaborative Filtering
- Weinan Zhang, Lingxi Chen, Jun Wang:
Implicit Look-Alike Modelling in Display Ads - Transfer Collaborative Filtering to CTR Estimation. 589-601 - Daniel Valcarce
Efficient Pseudo-Relevance Feedback Methods for Collaborative Filtering Recommendation. 602-613 - Daniel Valcarce
Language Models for Collaborative Filtering Neighbourhoods. 614-625 - Jean-Michel Renders:
Adaptive Collaborative Filtering with Extended Kalman Filters and Multi-armed Bandits. 626-638
Short Papers
- Jovian Lin, Richard Jayadi Oentaryo
A Business Zone Recommender System Based on Facebook and Urban Planning Data. 641-647 - Walid Magdy
On the Evaluation of Tweet Timeline Generation Task. 648-653 - Michael Schuhmacher
Finding Relevant Relations in Relevant Documents. 654-660 - Harrie Oosterhuis, Anne Schuth
Probabilistic Multileave Gradient Descent. 661-668 - Tony Russell-Rose, Jon Chamberlain
Real-World Expertise Retrieval: The Information Seeking Behaviour of Recruitment Professionals. 669-674 - Jinfeng Rao, Xing Niu, Jimmy Lin:
Compressing and Decoding Term Statistics Time Series. 675-681 - Mehedi Hasan
Feedback or Research: Separating Pre-purchase from Post-purchase Consumer Reviews. 682-688 - Vasileios Lampos
Inferring the Socioeconomic Status of Social Media Users Based on Behaviour and Language. 689-695 - Leif Azzopardi, Guido Zuccon:
Two Scrolls or One Click: A Cost Model for Browsing Search Results. 696-702 - Simon Wakeling
Determining the Optimal Session Interval for Transaction Log Analysis of an Online Library Catalogue. 703-708 - Mohannad Almasri, Catherine Berrut, Jean-Pierre Chevallet:
A Comparison of Deep Learning Based Query Expansion with Pseudo-Relevance Feedback and Mutual Information. 709-715 - Vera Boteva, Demian Gholipour Ghalandari
A Full-Text Learning to Rank Dataset for Medical Information Retrieval. 716-722 - Georgios Balikas, Massih-Reza Amini:
Multi-label, Multi-class Classification Using Polylingual Embeddings. 723-728 - Cataldo Musto
Learning Word Embeddings from Wikipedia for Content-Based Recommender Systems. 729-734 - Ossi Karkulahti, Lidia Pivovarova
Tracking Interactions Across Business News, Social Media, and Stock Fluctuations. 735-740 - Se-Jong Kim, Jaehun Shin, Jong-Hyeok Lee:
Subtopic Mining Based on Three-Level Hierarchical Search Intentions. 741-747 - Jingang Wang, Jingtian Jiang, Lejian Liao, Dandan Song, Zhiwei Zhang, Chin-Yew Lin:
Cold Start Cumulative Citation Recommendation for Knowledge Base Acceleration. 748-753 - Ali Montazeralghaem, Hamed Zamani, Azadeh Shakery:
Cross Domain User Engagement Evaluation. 754-760 - Saeid Balaneshinkordan, Alexander Kotov
An Empirical Comparison of Term Association and Knowledge Graphs for Query Expansion. 761-767 - Riccardo Miotto
Deep Learning to Predict Patient Future Diseases from the Electronic Health Records. 768-774 - Rishiraj Saha Roy, Anusha Suresh, Niloy Ganguly
Improving Document Ranking for Long Queries with Nested Query Segmentation. 775-781 - Raghavendran Balu, Teddy Furon, Laurent Amsaleg:
Sketching Techniques for Very Large Matrix Factorization. 782-788 - Dhruv Gupta, Klaus Berberich:
Diversifying Search Results Using Time - An Information Retrieval Method for Historians. 789-795 - Nada Naji, James Allan:
On Cross-Script Information Retrieval. 796-802 - Wei Niu, Zhijiao Liu, James Caverlee:
LExL: A Learning Approach for Local Expert Discovery on Twitter. 803-809 - Martin Potthast, Sebastian Köpsel, Benno Stein, Matthias Hagen:
Clickbait Detection. 810-817 - Romain Deveaud, Véronique Moriceau, Josiane Mothe, Eric SanJuan
Informativeness for Adhoc IR Evaluation: A Measure that Prevents Assessing Individual Documents. 818-823 - Joost Boonzajer Flaes, Stevan Rudinac, Marcel Worring
What Multimedia Sentiment Analysis Says About City Liveability. 824-829
Demos
- Jorrit van den Berg, Stevan Rudinac, Marcel Worring
Scenemash: Multimodal Route Summarization for City Exploration. 833-836 - Ilya Sochenkov
Exactus Like: Plagiarism Detection in Scientific Texts. 837-840 - Flávio Martins
Jitter Search: A News-Based Real-Time Twitter Search Interface. 841-844 - Pedro Saleiro
TimeMachine: Entity-Centric Search and Visualization of News Archives. 845-848 - Wei Zhong, Hui Fang
OPMES: A Similarity Search Engine for Mathematical Content. 849-852 - Petra Galuscáková
SHAMUS: UFAL Search and Hyperlinking Multimedia System. 853-856
Industry Day
- Omar Alonso, Pavel Serdyukov:
Industry Day Overview. 859-862
Workshops
- Philipp Mayr, Ingo Frommholz
Bibliometric-Enhanced Information Retrieval: 3rd International BIR Workshop. 865-868 - Dino Ienco
MultiLingMine 2016: Modeling, Learning and Mining for Cross/Multilinguality. 869-873 - Sumit Bhatia
Proactive Information Retrieval: Anticipating Users' Information Need. 874-877 - Miguel Martinez-Alvarez, Udo Kruschwitz
First International Workshop on Recent Trends in News Information Retrieval (NewsIR'16). 878-882
Tutorials
- Lynda Tamine, Laure Soulier:
Collaborative Information Retrieval: Concepts, Models and Evaluation. 885-888 - Ludovico Boratto
Group Recommender Systems: State of the Art, Emerging Aspects and Techniques, and Research Challenges. 889-892 - Anne Schuth
Living Labs for Online Evaluation: From Theory to Practice. 893-896 - Jun Wang, Shuai Yuan, Weinan Zhang:
Real-Time Bidding Based Display Advertising: Mechanisms and Algorithms. 897-901
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