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Advances in Information Retrieval : 37th European Conference on IR Research, ECIR 2015, Vienna, Austria, March 29 - April 2, 2015. Proceedings / edited by Allan Hanbury, Gabriella Kazai, Andreas Rauber, Norbert Fuhr.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-11645)
- LNCS sublibrary. Information systems and applications, incl. Internet/Web, and HCI ; SL 3, 9022
- Information Systems and Applications, incl. Internet/Web, and HCI ; 9022
- Language:
- English
- Subjects (All):
- Information storage and retrieval systems.
- Database management.
- Data mining.
- Multimedia systems.
- Application software.
- User interfaces (Computer systems).
- Human-computer interaction.
- Information Storage and Retrieval.
- Database Management.
- Data Mining and Knowledge Discovery.
- Multimedia Information Systems.
- Computer and Information Systems Applications.
- User Interfaces and Human Computer Interaction.
- Local Subjects:
- Information Storage and Retrieval.
- Database Management.
- Data Mining and Knowledge Discovery.
- Multimedia Information Systems.
- Computer and Information Systems Applications.
- User Interfaces and Human Computer Interaction.
- Physical Description:
- 1 online resource (XXXII, 852 pages) : 177 illustrations
- Edition:
- 1st ed. 2015.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2015.
- System Details:
- text file PDF
- Summary:
- This book constitutes the proceedings of the 37th European Conference on IR Research, ECIR 2015, held in Vienna, Austria, in March/April 2015. The 44 full papers, 41 poster papers and 7 demonstrations presented together with 3 keynotes in this volume were carefully reviewed and selected from 305 submissions. The focus of the papers were on following topics: aggregated search and diversity, classification, cross-lingual and discourse, efficiency, evaluation, event mining and summarisation, information extraction, recommender systems, semantic and graph-based models, sentiment and opinion, social media, specific search tasks, temporal models and features, topic and document models, user behavior, and reproducible IR.
- Contents:
- Keynotes
- Still Haven't Found What I'm Looking For: Suggestions for Search Research
- Mining and Modeling Online Health Search
- What to do if you know everything? Studying human behavior in a virtual world
- Aggregated Search and Diversity
- Towards Query Level Resource Weighting For Diversified Query Expansion
- Exploring Composite Retrieval from the Users' Perspective
- Improving Aggregated Search Coherence
- On-topic Cover Stories from News Archives
- Classification
- Multi-Emotion Detection in User-Generated Reviews
- Classification of historical notary acts with noisy labels
- ConceptFusion: A Flexible Scene Classification Framework
- An Audio-Visual Approach to Music Genre Classiffcation through Affective Color Features
- Cross-Lingual and Discourse
- Multi-Modal Correlated Centroid Space for Multi-Lingual Cross-Modal Retrieval
- A Discourse Search Engine based on Rhetorical Structure Theory
- Knowledge-based Representation for Transductive Multilingual Document Classiffcation
- Distributional Correspondence Indexing for Cross-Language Text Categorization
- Effciency Adaptive Caching of Fresh Web Search Results
- Approximating Weighted Hamming Distance by Probabilistic Selection for Multiple Hash Table
- Graph Regularised Hashing
- Approximate Nearest-Neighbour Search with Inverted Signature Slice Lists
- Evaluation
- A Discriminative Approach to Predicting Assessor Accuracy
- WHOSE A Tool for Whole-Session Analysis in IIR
- Looking for Books in Social Media: An Analysis of Complex Search Requests
- How do Gain and Discount Functions Affect the Correlation between DCG and User Satisfaction?
- Different Rankers on Different Subcollections
- Retrievability Bias: A Comparison of Inequality Measures
- Judging Relevance Using Magnitude Estimation
- Event Mining and Summarisation
- Retrieving Time from Scanned Books
- A Noise-Filtering Approach for Spatio-Temporal Event Detection in Social Media
- Timeline Summarization from Relevant Headlines
- Information Extraction
- A Self-Training CRF Method for Recognizing Product Model Mentions in Web Forums
- Information Extraction Grammars
- Target-based Topic Model for Problem Phrase Extraction
- On Identifying Phrases Using Collection Statistics
- MIST: Top-k Approximate Sub-String Mining using Triplet Statistical Significance
- Recommender Systems
- Active Learning applied to Rating Elicitation for Incentive Purposes
- Entity-Centric Stream Filtering and ranking: Filtering and Unfilterable Documents
- Generating Music Playlists with Hierarchical Clustering and Q-Learning
- Time-sensitive Collaborative Filtering through Adaptive Matrix Completion
- Toward the New Item Problem: Context-enhanced Event Recommendation in Event-based Social Networks
- On the Infence of User Characteristics on Music Recommendation Algorithms
- A Study of Smoothing Methods for Relevance-Based Language Modelling of Recommender Systems
- The Power of Contextual Suggestion
- Semantic and Graph-Based Models
- Exploiting Semantic Annotations for Domain-Specific Entity Search
- Reachability Analysis of Graph Modelled Collections
- Main Core Retention on Graph-of-words for Single-Document Keyword Extraction
- Entity Linking for Web Search Queries
- Sentiment and Opinion
- Beyond Sentiment Analysis: Mining Defects and Improvements from Customer Feedback
- Measuring User Infuence, Susceptibility and Cynicalness in Sentiment Diffusion
- Automated Controversy Detection on the Web
- Learning Sentiment Based Ranked-Lexicons for Opinion Retrieval
- Topic-dependent sentiment classification on Twitter
- Learning Higher-Level Features with Convolutional Restricted Boltzmann Machines for Sentiment Analysis
- Social Media
- Towards Deep Semantic Analysis of Hashtags
- Chalk and Cheese in Twitter: Discriminating Personal and Organization Accounts
- Handling Topic Drift for Topic Tracking in Microblogs
- Detecting Location-centric Communities using Social-Spatial Links with Temporal Constraints
- Using Subjectivity Analysis to Improve Thread Retrieval in Online Forums
- Selecting Training Data for Learning-based Twitter Search
- Content-Based Similarity of Twitter Users
- Specific Search Tasks
- A Corpus of Realistic Known-Item Topics With Associated Web Pages in the ClueWeb09
- Designing States, Actions, and Rewards for Using POMDP in Session Search
- Retrieving Medical Literature for Clinical Decision Support
- PatNet: A lexical database for the patent domain
- Learning to Rank Aggregated Answers for Crossword Puzzles
- Diagnose This If You Can: On the effectiveness of search engines in Finding medical self-diagnosis information
- Sources of Evidence for Automatic Indexing of Political Texts
- Automatically Assessing Wikipedia Article Quality by Exploiting Article-Editor Networks
- Temporal Models and Features
- Long time, no tweets! Time-aware personalised hashtag suggestion
- Temporal Multinomial Mixture for Instance-oriented Evolutionary Clustering
- Temporal Latent Topic User Profiles for Search Personalisation
- Document Priors Based On Time-Sensitive Social Signals
- Topic and Document Models
- Prediction of Venues in Foursquare using Flipped Topic Models
- Geographical Latent Variable Models for Microblog Retrieval
- Nonparametric Topic Modeling using Chinese Restaurant Franchise with Buddy Customers
- A Hierarchical Tree Model for Update Summarization
- Document Boltzmann Machines for Information Retrieval
- Effective Healthcare Advertising using Latent Dirichlet Allocation and Inference Engine
- User Behavior
- User simulations for interactive search: evaluating personalized query Suggestion
- The Impact of Query Interface Design on Stress, Workload and Performance
- Detecting Spam URLs in Social Media via Behavioral Analysis.-Predicting Re-Finding Activity and Diffculty
- User Behavior in Location Search on Mobile Devices
- Detecting the Eureka Effect in Complex Search
- Reproducible IR
- Twitter Sentiment Detection via Ensemble Classification Using
- Averaged Confidence Scores
- Reproducible Experiments on Lexical and Temporal Feedback for Tweet Search
- Rank-Biased Precision Reloaded: Reproducibility and Generalization
- Demonstrations
- Knowledge Journey Exhibit: Towards Age-Adaptive Search User Interfaces
- PopMeter: Linked-Entities in a Sentiment Graph
- Adaptive Faceted Ranking for Social Media Comments
- Signal: Advanced real-time information Filtering
- The iCrawl Wizard Supporting Interactive Focused Crawl Specification
- Linguistically-enhanced search over an open diachronic corpus
- From Context-Aware to Context-Based: Mobile Just-In-Time Retrieval of Cultural Heritage Objects
- Tutorials
- Visual Analytics for Information Retrieval Evaluation (VAIRE 2015)
- Measuring Document Retrievability
- A Formal Approach to Effectiveness Metrics for Information Access: Retrieval, Filtering, and Clustering
- Statistical Power Analysis for Sample Size Estimation in Information Retrieval Experiments with Users
- Join the Living Lab: Evaluating News Recommendations in Real-time
- Workshops
- 5th Workshop on Context-awareness in Retrieval and Recommendation (CaRR 2015)
- Multimodal Similar Case Retrieval in the Medical Domain
- Second International Workshop on Gamification for Information
- Retrieval (GamifIR)
- Supporting Complex Search Tasks
- Bibliometric-enhanced Information Retrieval: 2nd International BIR Workshop.
- Other Format:
- Printed edition:
- ISBN:
- 978-3-319-16354-3
- 9783319163543
- Access Restriction:
- Restricted for use by site license.
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