Semantic Multimedia
5th International Conference on Semantic and Digital Media Technologies, SAMT 2010, Saarbrücken, Germany, December 1-3, 2010, Revised Selected Papers
Published on 19. August 2011
VIII, 195 pages
978-3-642-23017-2 (ISBN)
Description
This book constitutes the revised selected papers of the 5th International Conference on Semantics and Digital Media Technologies, SAMT 2010, held in Saarbrücken, Germany, in December 2010.
As a result of a highly selective review procedure, 12 full papers and 4 short papers were accepted for publication. The contributions present novel approaches for managing, distributing and accessing large amounts of multimedia material. The topics covered include semantic search, analysis and retrieval of images, audio, video, 3D/4D material as well as of computer generated multimedia content. Also addressed are issues relating to semantic metadata management, semantic user interfaces, and semantics in visualization and computer graphics.
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Thierry Declerck | Michael Granitzer | Marcin Grzegorzek
Semantic Multimedia
5th International Conference on Semantic and Digital Media Technologies, SAMT 2010, Saarbrücken, Germany, December 1-3, 2010, Revised Selected Papers
Book
08/2011
1st Edition
Springer
€53.49
Shipment within 7-9 days
Content
- Title
- Preface
- Organization
- Table of Contents
- Full Research Papers
- Query Expansion in Folksonomies
- Introduction
- Related Work
- Query Expansion
- Global Analysis
- Local Analysis
- External Data Sources
- Dataset and Evaluation
- Data Set
- Automated Evaluation
- Evaluation Measures
- Results and Discussion
- Conclusions
- References
- Ranking of Semantically Annotated Media Resources
- Introduction
- Semantic Search and Annotation in the SALERO Semantic Workbench
- Annotation Support, Underlying Data, and Ontology
- Semantic Search Support
- Ranking of Media Resources in the Semantic Workbench
- Initial Ranking Approach
- Observed Weaknesses
- Refined Ranking Approach
- Evaluation
- Ranking of Semantically Annotated Resources: State of the Art
- Ranking Based on Topic-Similarity
- Preference-Based Ranking
- Relationship Ranking
- Ontology-Based Ranking
- Discussion and Conclusions
- References
- Enabling Semantic Search in a News Production Environment
- Introduction
- News Production Process
- Editorial Planning and Management
- Acquisition
- Ingest and Storage
- Editing
- Broadcast
- Archival
- Production Process Evaluation
- Integrating Information Sources: Data Model
- Product Engineering
- Manufacturing Engineering
- Manufacturing
- Data Source Mapping
- Enabling Semantic Search
- Architecture
- Connecting with the Linked Open Data Cloud
- Suggesting Alternative Queries
- Lexical Information
- User Query Evaluation
- Conclusions and Future Work
- References
- Integration of Existing Multimedia Metadata Formats and Metadata Standards in the M3O
- Introduction
- Introduction to the Multimedia Metadata Ontology
- Alignment Method
- Step 1: Understanding
- Step 2: Grouping
- Step 3: Mapping
- Step 4: Validation and Documentation
- Summary
- Example 1: Core Ontology on Multimedia (COMM)
- Application of the Alignment Method
- Application of the Aligned Ontology
- Example 2: Ontology for Media Resource
- Application of the Alignment Method
- Application of the Aligned Ontology
- Example 3: EXIF
- Application of the Alignment Method
- Application of the Aligned Ontology
- Related Work
- Conclusions
- References
- An Approach to Early Recognition of Web User Tasks by the Surfing Behavior
- Introduction
- Related Work
- Capturing Web User Behavior
- Page Views
- Scroll Movement
- Mouse Hovering
- Mouse Movement
- Diary Study
- Study Goal
- Sample
- Tracking News Reading
- Setting
- Results
- Examination of Attributes
- Automatic Task Prediction
- Discussion
- Limitations
- Conclusion
- References
- Mapping Audiovisual Metadata Formats Using Formal Semantics
- Introduction
- Motivation
- Mapping Problem and Resulting Requirements
- Related Work
- Approach
- Prototype Application
- Conclusion and Future Work
- References
- Combining Visual and Textual Modalities for Multimedia Ontology Matching
- Introduction
- Related Work
- Instance-Based Ontology Matching
- Variable Selection-Based Method (VSBM)
- Graph-Based Method (GBM)
- Aligning Two Multimedia Resources
- Experimental Setting
- Visual Matching
- Textual Matching
- Integration of the Textual and the Visual Modalities
- Conclusions
- References
- Automated Annotation of Landmark Images Using Community Contributed Datasets and Web Resources
- Introduction
- Background
- Landmark Identification and Caption Generation
- Landmark Classification
- Landmark Identification and Selection of Keywords, Tags and Image Title
- Fact Extraction and Title Augmentation
- Application and Evaluation
- Application Workflow
- Mobile Application
- Evaluation
- Conclusions and Further Work
- References
- IROM: Information Retrieval-Based Ontology Matching
- Introduction
- Related Work
- The Matching Algorithm
- Information Retrieval
- Ontology Similarity
- How It Works
- Evaluation
- Conclusion and Outlook
- References
- Interoperability for the Design and Construction Industry through Semantic Web Technology
- Introduction
- BIM and the Semantic Web
- Limitations in the BIM Approach
- Possible Enhancements through a Semantic Web Approach
- A Web of Architectural Information
- AIM Facts
- AIM Rules
- An Example AIM Graph
- Using the Information in Applications
- Advanced Querying of the Information
- Reasoning about the Information
- Parallel Descriptions of Information
- Conclusion
- References
- Dynamic World Modelling by Dichotomic Information Sets and Graphical Inference With Focus on 3D Facial Pose Tracking
- Problem Description and Previous Work
- Visual Perception and Object Modelling
- Linear Gaussian Error Models
- Local3D-Tracking
- Spatio-Temporal Gaussian Graphical Models as Tracking Networks
- Facial Pose Tracking
- Experiments
- Summary and Conclusions
- Future Work
- References
- Use What You Have: Yovisto Video Search Engine Takes a Semantic Turn
- Introduction
- Related Work
- Keyword-Based Search
- Multimedia Search
- Linked Data and Semantic Search
- How to Turn Yovisto into a Semantic Video Search Engine
- Entity-Mapping
- Indexation of Semantic Data
- Conclusion
- References
- Short Poster Papers
- Towards the Automatic Generation of a Semantic Web Ontology for Musical Instruments
- References
- Video Analysis Tools for Annotating User-Generated Content from Social Events
- Reference
- Query by Few Video Examples Using Rough Set Theory and Partially Supervised Learning
- References
- A Reference Implementation of the $API for Media Resources$
- Introduction
- Implementation of the API for Media Resources
- Demonstration Procedure
- Conclusion and Future Work
- References
- Author Index
