Information retrieval in an office filing facility and future work in Project Minstrel
Information Processing and Management: an International Journal
Time-by-Example Query Language for Historical Databases
IEEE Transactions on Software Engineering
Multi-agent reinforcement learning for planning and conflict resolution in a dynamic domain
AGENTS '00 Proceedings of the fourth international conference on Autonomous agents
Data mining: concepts and techniques
Data mining: concepts and techniques
Learning to map between ontologies on the semantic web
Proceedings of the 11th international conference on World Wide Web
Using sharable ontology to retrieve historical images
Proceedings of the 2nd ACM/IEEE-CS joint conference on Digital libraries
Negotiation and Equilibria in User Competition for Resources: A Dynamic Plot Approach
Computational & Mathematical Organization Theory
The Semantic Web: The Roles of XML and RDF
IEEE Internet Computing
Conflict Resolution Using Logic Programming
IEEE Transactions on Knowledge and Data Engineering
Ontology-Based Information Gathering Agents
WI '01 Proceedings of the First Asia-Pacific Conference on Web Intelligence: Research and Development
An Argumentation Framework for Merging Conflicting Knowledge Bases
JELIA '02 Proceedings of the European Conference on Logics in Artificial Intelligence
Proceedings of the 3rd ACM/IEEE-CS joint conference on Digital libraries
IEEE Transactions on Knowledge and Data Engineering
How to annotate an image?: the need of an image annotation guide agent
Proceedings of the 4th ACM/IEEE-CS joint conference on Digital libraries
Multimedia Systems and Content-Based Image Retrieval
Multimedia Systems and Content-Based Image Retrieval
Probabilistic information retrieval model for a dependency structured indexing system
Information Processing and Management: an International Journal
Modeling Annotators to Improve Semantic Annotation and Retrieval of Images
IAT '05 Proceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology
Qualitative evaluation of automatic assignment of keywords to images
Information Processing and Management: an International Journal - Special issue: Formal methods for information retrieval
Expert Systems with Applications: An International Journal
An ontology-supported and fully-automatic annotation technology for semantic portals
IEA/AIE'07 Proceedings of the 20th international conference on Industrial, engineering, and other applications of applied intelligent systems
Improving geo-spatial linked data with the wisdom of the crowds
Proceedings of the Joint EDBT/ICDT 2013 Workshops
Using Hilbert scan on statistical color space partitioning
Computers and Electrical Engineering
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Semantic annotation of images is an important step to support semantic information extraction and retrieval. However, in a multi-annotator environment, various types of conflicts such as converting, merging, and inference conflicts could arise during the annotation. We devised conflict detection patterns based on different data, ontology at different inference levels and proposed the corresponding automatic conflict resolution strategies. We also constructed a simple annotator model to decide whether to trust a given piece of annotation from a given annotator. Finally, we conducted experiments to compare the performance of the automatic conflict resolution approaches during the annotation of images in the celebrity domain by 62 annotators. The experiments showed that the proposed method improved 3/4 annotation accuracy with respect to a naive annotation system.