Advances in Information Retrieval
by Baeza-Yates, Ricardo; De Vries, Arjen P.; Zaragoza, Hugo; Cambazoglu, B. Barla; Murdock, VanessaFormat: Paperback
Pub. Date: 2012-03-10
Publisher(s): Springer-Verlag New York Inc
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Summary
This book constitutes the proceedings of the 34th European Conference on IR Research, ECIR 2012, held in Barcelona, Spain, in April 2012. The 37 full papers, 28 poster papers and 7 demonstrations presented in this volume were carefully reviewed and selected from 167 submissions. The contributions are organized in sections named: query representation; blogs and online-community search; semi-structured retrieval; evaluation; applications; retrieval models; image and video retrieval; text and content classification, categorisation, clustering; systems efficiency; industry track; and posters.
Table of Contents
| Query Representation | |
| Explaining Query Modifications: An Alternative Interpretation of Term Addition and Removal | p. 1 |
| Modeling Transactional Queries via Templates | p. 13 |
| Exploring Query Patterns in Email Search | p. 25 |
| Interactive Search Support for Difficult Web Queries | p. 37 |
| Blog and Online-Community Search | |
| Predicting the Future Impact of News Events | p. 50 |
| Detection of News Feeds Items Appropriate for Children | p. 63 |
| Comparing Tweets and Tags for URLs | p. 73 |
| Geo-Location Estimation of Flicker Images: Social Web Based Enrichment | p. 85 |
| Semi-structured Retrieval | |
| A Field Relevance Model for Structured Document Retrieval | p. 97 |
| Relation Based Term Weighting Regularization | p. 109 |
| A New Approach to Answer Recommendation in Community Question Answering Services | p. 121 |
| On the Modeling of Entities for Ad-Hoc Entity Search in the Web of Data | p. 133 |
| Result Disambiguation in Web People Search | p. 146 |
| Evaluation | |
| On Smoothing Average Precision | p. 158 |
| New Metrics for Meaningful Evaluation of Informally Structured Speech Retrieval | p. 170 |
| On Aggregating Labels from Multiple Crowd Workers to Infer Relevance of Documents | p. 182 |
| Applications | |
| How Random Walks Can Help Tourism | p. 195 |
| Retrieving Candidate Plagiarised Documents Using Query Expansion | p. 207 |
| Reliability Prediction of Webpages in the Medical Domain | p. 219 |
| Automatic Foldering of Email Messages: A Combinations Approach | p. 232 |
| Retrieval Models | |
| A Log-Logistic Model-Based Interpretation of TF Normalization of BM25 | p. 244 |
| Score Transformation in Linear Combination for Multi-criteria Relevance Ranking | p. 256 |
| Axiomatic Analysis of Translation Language Model for Information Retrieval | p. 268 |
| An Information-Based Cross-Language Information Retrieval Model | p. 281 |
| Extended Expectation Maximization for Inferring Score Distributions | p. 293 |
| Top-K Retrieval Using Facility Location Analysis | p. 305 |
| Image and Video Retrieval | |
| An Interactive Paper and Digital Pen Interface for Query-by-Sketch Image Retrieval | p. 317 |
| Image Abstraction in Crossmedia Retrieval for Text Illustration | p. 329 |
| A Latent Variable Ranking Model for Content-Based Retrieval | p. 340 |
| Text and Content Classification, Categorisation, Clustering | |
| Language Modelling of Constraints for Text Clustering | p. 352 |
| A Framework for Unsupervised Spam Detection in Social Networking Sites | p. 364 |
| Classification of Short Texts by Deploying Topical Annotations | p. 376 |
| Cluster Labeling for Multilingual Scatter/Gather Using Comparable Corpora | p. 388 |
| Systems Efficiency | |
| Adaptive Time-to-Live Strategies for Query Result Caching in Web Search Engines | p. 401 |
| Intra-query Concurrent Pipelined Processing for Distributed Full-Text Retrieval | p. 413 |
| Industry Track | |
| Usefulness of Sentiment Analysis | p. 426 |
| Modeling Static Caching in Web Search Engines | p. 436 |
| Posters | |
| Integrating Interactive Visualizations in the Search Process of Digital Libraries and IR Systems | p. 447 |
| On Theoretically Valid Score Distributions in Information Retrieval | p. 451 |
| Adaptive Temporal Query Modeling | p. 455 |
| The Design of a Visual History Tool to Help Users Refind Information within a Website | p. 459 |
| Analyzing the Polarity of Opinionated Queries | p. 463 |
| Semi-automatic Document Classification: Exploiting Document Difficulty | p. 468 |
| Investigating Summarization Techniques for Geo-Tagged Image Indexing | p. 472 |
| Handling OOV Words in Indian-language - English CLIR | p. 476 |
| Using a Medical Thesaurus to Predict Query Difficulty | p. 480 |
| Studying a Personality Coreference Network in a News Stories Photo Collection | p. 485 |
| Phrase Pair Classification for Identifying Subtopics | p. 489 |
| Full and Mini-batch Clustering of News Articles with Star-Em | p. 494 |
| Assessing and Predicting Vertical Intent for Web Queries | p. 499 |
| Predicting IMDB Movie Ratings Using Social Media | p. 503 |
| Squeezing the Ensemble Pruning: Faster and More Accurate Categorization for News Portals | p. 508 |
| A General Framework for People Retrieval in Social Media with Multiple Roles | p. 512 |
| Analysis of Query Reformulations in a Search Engine of a Local Web Site | p. 517 |
| Temporal Pseudo-relevance Feedback in Microblog Retrieval | p. 522 |
| Learning Adaptive Domain Models from Click Data to Bootstrap Interactive Web Search | p. 527 |
| A Little Interaction Can Go a Long Way: Enriching the Query Formulation Process | p. 531 |
| Learning to Rank from Relevance Feedback for e-Discovery | p. 535 |
| When Simple is (more than) Good Enough: Effective Semantic Search with (almost) no Semantics | p. 540 |
| Evaluating Personal Information Retrieval | p. 544 |
| Applying Power Graph Analysis to Weighted Graphs | p. 548 |
| An Investigation of Term Weighting Approaches for Microblog Retrieval | p. 552 |
| On the Size of Full Element-Indexes for XML Keyword Search Retrieval | p. 556 |
| Combining Probabilistic Language Models for Aspect-Based Sentiment Retrieval | p. 561 |
| In Praise of Laziness: A Lazy Strategy for Web Information Extraction | p. 565 |
| Demos | |
| LiveTweet: Monitoring and Predicting Interesting Microblog Posts | p. 569 |
| A User Interface for Query-by-Sketch Based Image Retrieval with Color Sketches | p. 571 |
| Crisees: Real-Time Monitoring of Social Media Streams to Support Crisis Management | p. 573 |
| A Mailbox Search Enging Using Query Multi-Model Expansion and Community-Based Smoothing | p. 576 |
| EmSe: Supporting Children's Information Needs within a Hospital Environment | p. 578 |
| Retro: Time-Based Exploration of Product Reviews | p. 581 |
| Querium: A Session-Based Collaborative Search System | p. 583 |
| Author Index | p. 585 |
| Table of Contents provided by Ingram. All Rights Reserved. |
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