Information Retrieval Technology 11th Asia Information Retrieval Societies Conference AIRS 2015 Brisbane QLD Australia December 2 4 2015 Proceedings 1st Edition by Guido Zuccon, Shlomo Geva, Hideo Joho, Falk Scholer, Aixin Sun, Peng Zhang 3319289403 9783319289403

Information Retrieval Technology 11th Asia Information Retrieval Societies Conference AIRS 2015 Brisbane QLD Australia December 2 4 2015 Proceedings 1st Edition by Guido Zuccon, Shlomo Geva, Hideo Joho, Falk Scholer, Aixin Sun, Peng Zhang – Ebook PDF Instant Download/Delivery:  3319289403, 9783319289403 

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ISBN 10: 3319289403 

ISBN 13: 9783319289403

Author: Guido Zuccon, Shlomo Geva, Hideo Joho, Falk Scholer, Aixin Sun, Peng Zhang 

This book constitutes the refereed proceedings of the 11th Information Retrieval Societies Conference, AIRS 2015, held in Brisbane, QLD, Australia, in December 2015. The 29 full papers presented together with 11 short and demonstration papers, and the abstracts of 2 keynote lectures were carefully reviewed and selected from 92 submissions. The final programme of AIRS 2015 is divided in 10 tracks: Efficiency, Graphs, Knowledge Bases and Taxonomies, Recommendation, Twitter and Social Media, Web Search, Text Processing, Understanding and Categorization, Topics and Models, Clustering, Evaluation, and Social Media and Recommendation.

Information Retrieval Technology 11th Asia Information Retrieval Societies Conference AIRS 2015 Brisbane QLD Australia December 2 4 2015 Proceedings 1st Table of contents: 

1. Efficiency
On Structures of Inverted Index for Query Processing Efficiency
Access Time Tradeoffs in Archive Compression
Large Scale Sentiment Analysis with Locality Sensitive BitHash
2. Graphs, Knowledge Bases and Taxonomies
Knowledge-Based Query Expansion in Real-Time Microblog Search
Enrichment of Academic Search Engine Results Pages by Citation-Based Graphs
Quality-Aware Review Selection Based on Product Feature Taxonomy
3. Recommendations
An Author Subject Topic Model for Expert Recommendation
A Keyword Recommendation Method Using CorKeD Words and Its Application to Earth Science Data
Incorporating Distinct Opinions in Content Recommender System
4. Twitter and Social Media
Detecting Automatically-Generated Arabic Tweets
Improving Tweet Timeline Generation by Predicting Optimal Retrieval Depth
Abstract Venue Concept Detection from Location-Based Social Networks
5. Web Search
Snapboard: A Shared Space of Visual Snippets – A Study in Individual and Asynchronous Collaborative Web Search
Improving Ranking and Robustness of Search Systems by Exploiting the Popularity of Documents
Heading-Aware Snippet Generation for Web Search
6. Text Processing, Understanding and Categorization
Smoothing Temporal Difference for Text Categorization
Charset Encoding Detection of HTML Documents
Structure Matters: Adoption of Structured Classification Approach in the Context of Cognitive Presence Classification
7. Topics and Models
A Sequential Latent Topic-Based Readability Model for Domain-Specific Information Retrieval
Automatic Labelling of Topic Models Using Word Vectors and Letter Trigram Vectors
A Study of Collection-Based Features for Adapting the Balance Parameter in Pseudo Relevance Feedback
8. Clustering
An MDL-Based Frequent Itemset Hierarchical Clustering Technique to Improve Query Search Results of an Individual Search Engine
Improving Clustering Quality by Automatic Text Summarization
Tweet Timeline Generation via Graph-Based Dynamic Greedy Clustering
9. Evaluation
Topic Set Size Design with the Evaluation Measures for Short Text Conversation
Towards Nuanced System Evaluation Based on Implicit User Expectations
10. Social Media and Recommendation
A Study of Visual and Semantic Similarity for Social Image Search Recommendation
Company Name Disambiguation in Tweets: A Two-Step Filtering Approach
Utilizing Word Embeddings for Result Diversification in Tweet Search
11. Short Papers
Displaying People with Old Addresses on a Map
A Query Expansion Approach Using Entity Distribution Based on Markov Random Fields
Analysis of Cyber Army’s Behaviours on Web Forum for Elect Campaign
Beyond tf-idf and Cosine Distance in Documents Dissimilarity Measure
Explorations of Cross-Disciplinary Term Similarity
A Signature Approach to Patent Classification
The Impact of Using Combinatorial Optimisation for Static Caching of Posting Lists
Improving Difficult Queries by Leveraging Clusters in Term Graph
12. Demonstrations
EEST: Entity-Driven Exploratory Search for Twitter
Oyster: A Tool for Fine-Grained Ontological Annotations in Free-Text
TopSig: A Scalable System for Hashing and Retrieving Document Signatures

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