Adaptive Multimedia Retrieval. Context, Exploration and Fusion
8th International Workshop, AMR 2010, Linz, Austria, August 17-18, 2010. Revised Selected Papers
Published on 6. January 2012
X, 221 pages
978-3-642-27169-4 (ISBN)
Description
This book constitutes the refereed proceedings of the 8th International Conference on Adaptive Multimedia Retrieval, AMR 2010, held in Linz, Austria, in August 2010. The 14 revised full papers and the invited contribution presented were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on Context-based personalization; media information fusion; video retrieval; audio and music retrieval; adaptive similarities; and finding and organizing.
More details
Other editions
Additional editions
Marcin Detyniecki | Peter Knees | Andreas Nürnberger
Adaptive Multimedia Retrieval. Context, Exploration and Fusion
8th International Workshop, AMR 2010, Linz, Austria, August 17-18, 2010. Revised Selected Papers
Book
01/2012
Springer
€53.49
Shipment within 7-9 days
Content
- Intro
- Title
- Preface
- Organization
- Table of Contents
- Invited Contribution
- Towards a Storytelling Approach for Novel Artist Recommendations
- Introduction
- Related Work
- Music Recommender Systems
- Semantic Web Data Sources
- Freebase
- DBpedia
- Our Approach
- Artist Properties
- Vector Space Mapping
- Feature Selection
- Feature Weighting
- Similarities Calculation
- Evaluation
- Comparison to Last.fm
- User Experiment
- Discussion
- Conclusion and Future Work
- References
- Context-Based Personalization
- A Survey of Context-Aware Cross-Digital Library Personalization
- Introduction
- User Interoperability
- User Model Interoperability Approaches
- Shared-Format Approach
- Conversion Approach
- Intermediate Approach
- Discussion of Approaches
- Conclusion
- References
- An Ontology-Based Approach of Multimedia Information Personalized Search
- Introduction
- Ontology-Based Multimedia Content Description Approaches
- Ontologies That Integrate XML-Based Vocabularies
- Ontology-Based Multimedia Content Semantic Description Approaches
- Using Ontologies for Developing Multimedia Retrieval and Personalized Search Functionalities
- Ontology-Based Multimedia Retrieval
- Ontology-Based Personalized Search
- Ontology-Based Solution for Personalized Search Inside Multimedia Systems
- User Query Processing
- User Profile Development
- Providing Customized Results to the User Query
- Conclusions and Further Work
- References
- Media Information Fusion
- Approaching Multimedia Retrieval from a Polyrepresentative Perspective
- Introduction
- Polyrepresentation in Information Retrieval
- A Polyrepresentative Query Model
- An Outline of the Commuting Quantum Query Language
- Personalization and User Interaction
- Experimental Results
- Conclusions
- References
- Knowledge Based Multimodal Result Fusion for Distributed and Heterogeneous Multimedia Environments: Concept and Ideas
- Introduction
- Result Fusion: Issue Characterization
- Requirements for a Knowledge Based Result Fusion Strategy
- Knowledge Generation
- Benchmarking Content Based Multimedia Retrieval
- Classification of MPEG Query Format Requests
- Injection of Knowledge into the Result Fusion Process
- Implementation Proposal
- Related Work
- Conclusion and Future Work
- References
- Video Retrieval
- A Contour-Color-Action Approach to Automatic Classification of Several Common Video Genres
- Introduction
- Action Descriptors
- Color Descriptors
- Contour Descriptors
- Experimental Results
- Parameter Examples
- The Classification Approach
- Discussion on Precision and Recall
- Discussion on Global Fscore and Correct Detection Ratio
- Conclusions and Future Work
- References
- Differences in Video Search Behavior between Novices and Archivists
- Introduction
- Related Work
- Video Retrieval System and Test Collection
- User Test Setup
- Test Phase 1
- Test Phase 2
- Results
- Questionnaire-Based Analysis
- Search-Log Analysis
- Conclusions
- References
- An Affect-Based Video Retrieval System with Open Vocabulary Querying
- Introduction
- Affect Extraction and Labeling
- Modeling Valence and Arousal
- Verbal Labeling of the Affect Curve
- Information Retrieval and Document Matching
- Okapi BM25 Information Retrieval Model
- Open-Vocabulary Query
- Query Processing Strategies
- Experimental Investigation
- Known-Item Search Task
- Experimental Results
- Conclusions and Further Work
- References
- Audio and Music Retrieval
- A Comparison of Human, Automatic and Collaborative Music Genre Classification and User Centric Evaluation of Genre Classification Systems
- Introduction
- The Listening Experiment
- Human, Automatic and Collaborative Classification
- Human Classification
- Automatic Classification
- Collaborative Classification
- Comparison
- Evaluation Based on User Data
- Conclusions
- References
- Clubmixer: A Presentation Platform for MIR Projects
- Introduction
- Related Work
- Clubmixer Framework
- Contributions
- Clubmixer Server
- Data Storage.
- Communication.
- User Management.
- Extension Points.
- Console Mode.
- Clubmixer Client
- Creating a Custom Client.
- Clubmixer Library Editor
- Creating a New MIR Based Clubmixer Plugin by Example
- Conclusion and Future Work
- Software and Source Code
- References
- Adaptive Similarities
- Similarity Adaptation in an Exploratory Retrieval Scenario
- Introduction
- Experimental Setup
- Dataset
- Features
- Distance Computation
- Adaptation Method
- Experiment 1: Assessing the Potential for Adaptation
- Experiment 2: Extending the Number of Facets
- Experiment 3: Simulated User-Interaction
- Conclusion
- References
- Similarity Query Postprocessing by Ranking
- Introduction
- Related Work
- Content-Based Searching Using Metric Spaces
- Metric Space Approach
- Multi-Feature Indexing Network
- Ranking
- Automatic Ranking
- User-Defined Ranking
- Experiments
- User-Defined Ranking
- Automatic Ranking
- Processing Time
- Conclusion
- References
- Finding and Organizing
- Proximity-Based Order-Respecting Intersection for Searching in Image Databases
- Introduction
- Related Work
- Proximity-Based Order-Respecting Intersection
- Anchors
- Experimental Results
- Architectural Monuments
- Company Logos
- Influence of Algorithm Parameters
- Conclusions and Future Work
- References
- Experiences with Shape Classification through Fuzzy c-Means Using Geometrical and Moments Descriptors
- Introduction
- Related Works
- Design of the Feature Space
- Fuzzy Clustering for the Image Arrangement
- Experimental Results
- Conclusion
- References
- Quantum Logic Based MPEG Query Format Algebra
- Introduction
- Related Work
- Algebra for XML Based Query Languages
- Algebra for Multimedia Query Languages
- The MPEG Query Format
- The MPEG Query Format Data Model
- Algebra for MPEG Query Format
- Syntax
- Semantics
- Mapping an MPQF Query to an MPQF Algebra Expression
- Evaluation Models
- Fuzzy Logic
- Quantum Logic
- Comparison Fuzzy and Quantum Logic
- Example
- Advantages and Drawbacks
- Conclusion and Future Work
- References
- Author Index
