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Table of 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 (VAIR~%#~127;E 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.
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 (VAIR~%#~127;E 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.