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Information Retrieval Technology : 10th Asia Information Retrieval Societies Conference, AIRS 2014, Kuching, Malaysia, December 3-5, 2014. Proceedings / edited by Azizah Jaafar, Nazlena Mohamad Ali, Shahrul Azman Mohd Noah, Alan F. Smeaton, Peter Bruza, Zainab Abu Bakar, Nursuriati Jamil, Tengku Mohd Tengku Sembok.

Edition:
1st ed. 2014.
Publication:
Cham : Springer International Publishing : Imprint: Springer, 2014.
Series:
Computer Science (Springer-11645)
LNCS sublibrary. Information systems and applications, incl. Internet/Web, and HCI SL 3, 8870
Information Systems and Applications, incl. Internet/Web, and HCI ; 8870
Format/Description:
Book
1 online resource (XX, 506 pages) : 145 illustrations
Subjects:
Information storage and retrieval.
Database management.
Application software.
Artificial intelligence.
Local subjects:
Information Storage and Retrieval.
Database Management.
Information Systems Applications (incl. Internet).
Artificial Intelligence.
System Details:
text file PDF
Summary:
This book constitutes the refereed proceedings of the 10th Information Retrieval Societies Conference, AIRS 2014, held in Kuching, Malaysia, in December 2014. The 42 full papers were carefully reviewed and selected from 110 submissions. Seven tracks were the focus of the AIR 2014 and they were IR models and theories; IR evaluation, user study and interactive IR; web IR, scalability and IR in social media; multimedia IR; natural language processing for IR; machine learning and data mining for IR and IR applications.
Contents:
IR Applications
Leveraging Deletion Neighborhoods and Trie for Efficient String Similarity Search and Join
Content-based Medical Image Retrieval System for Infections and Fluids in Chest Radiographs
Topic-focused Summarization of News Events based on Biased Snippet Extraction and Selection
Query Ambiguity Identification based on User Behavior Information
IR Evaluation, User Study and Interactive IR
Revisiting the Evaluation of Diversified Search Evaluation Metrics with User Preferences
Hybrid Crowd-Machine Methods as Alternatives to Pooling and Expert Judgments
How Do Sponsored Search Results Affect User Behavior in Web Search?
Is the First Query the Most Important: An Evaluation of Query Aggregation Schemes in Session Search
A Comparative Evaluation of 2D and 3D Visual Exploration of Document Search Results
Multimedia IR
Multi-resolution Shape-based Image Retrieval using Ridgelet Transform
Characteristics Classification of Durian Varieties Images for Knowledge Representation by Using Conceptual Graph
IR Models and Theories
Integrating Semantic Term Relations into Information Retrieval Systems based on Language Models
Towards Risk-Aware Resource Selection
Personalizing Web Search Results based on Subspace Projection
Aggregating Results from Multiple Related Queries to Improve Web Search over Sessions
Modified Frequency-based Term Weighting Scheme for Accurate Dark Web Content Classification
Web IR, Scalability and IR in Social Media
Online Social Network Profile Linkage
User Message Model: A New Approach to Scalable User Modeling on Microblog
Enhanced FastPFOR for Inverted Index Compression
Natural Language Processing for IR
Linguistically Enhanced Collocate Words Model
Named Entity Extraction via Automatic Labeling and Tri-Training: Comparison of Selection Methods
Contrastive Max-Sum Opinion Summarization
Extracting Interest Tags from Twitter User Biographies
Named Entity Recognition in Crime Using Machine Learning Approach
A New Combination Method based on Adaptive Genetic Algorithm for Medical Image Retrieval
Leveraging Wikipedia and Context Features for Clinical Event Extraction from Mixed-Language Discharge Summary
Impact of Stemmer on Arabic Text Retrieval
Distance Measures and Stemming Impact on Arabic Document Clustering
Emotional Links between Structure and Content in Online Communications
Extraction of Semantic Features from Transaction Dialogues
Extracting Corpus-Specific Strings by Using Suffix Arrays Enhanced with Longest Common Prefix
Feasibility Study Concerning the Use of Reasoning Technique in Semantic Reasoners
Machine Learning and Data Mining for IR
Nature Inspired Data Mining Algorithm for Document Clustering in Information Retrieval
Enhancing Machine-Learning Methods for Sentiment Classification of Web Data
Name Disambiguation by Collective Classifcation
Hierarchical Dirichlet Process Topic Modeling for Large Number of Answer Types Classification in Open Domain Question Answering
A Comparative Study of Feature Selection and Machine Learning Algorithms for Arabic Sentiment Classification
Undersampling Techniques to Re-balance Training Data for Large Scale Learning-to-Rank
Nurturing Filled Pause Detection for Spontaneous Speech Retrieval
Analysis of Japanese Wikipedia Category for Constructing Wikipedia Ontology and Semantic Similarity Measure
Correlation-based Feature Selection for Association Rule Mining in Semantic Annotation of Mammographic Medical Images
Content Quality of Clustered Latent Dirichlet Allocation Short Summaries.
Contributor:
Jaafar, Azizah. editor., Editor,
Ali, Nazlena Mohamad, editor., Editor,
Azman Mohd Noah, Shahrul. editor., Editor,
Smeaton, Alan F. editor., Editor,
Bruza, Peter. editor., Editor,
Abu Bakar, Zainab. editor., Editor,
Jamil, Nursuriati. editor., Editor,
Mohd Tengku Sembok, Tengku. editor., Editor,
SpringerLink (Online service)
Contained In:
Springer eBooks
Other format:
Printed edition:
Printed edition:
ISBN:
978-3-319-12844-3
9783319128443
Publisher Number:
10.1007/978-3-319-12844-3 doi
Access Restriction:
Restricted for use by site license.
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