AGENTS '98 Proceedings of the second international conference on Autonomous agents
Visual exploration of large data sets
Communications of the ACM
Evaluating ontological decisions with OntoClean
Communications of the ACM - Ontology: different ways of representing the same concept
Learning to map between ontologies on the semantic web
Proceedings of the 11th international conference on World Wide Web
Distributed algorithmic mechanism design: recent results and future directions
DIALM '02 Proceedings of the 6th international workshop on Discrete algorithms and methods for mobile computing and communications
TétraFusion: Information Discovery on the Internet
IEEE Intelligent Systems
Privacy preserving association rule mining in vertically partitioned data
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Journal of the American Society for Information Science and Technology
Author cocitation analysis and Pearson's r
Journal of the American Society for Information Science and Technology
The PROMPT suite: interactive tools for ontology merging and mapping
International Journal of Human-Computer Studies
Applying learning algorithms to preference elicitation
EC '04 Proceedings of the 5th ACM conference on Electronic commerce
Permissions and obligations in hierarchical normative systems
ICAIL '03 Proceedings of the 9th international conference on Artificial intelligence and law
Identifying Critical Focuses in Research Domains
IV '05 Proceedings of the Ninth International Conference on Information Visualisation
Knowledge Management Strategies: Toward a Taxonomy
Journal of Management Information Systems
Visualizing evolving networks: minimum spanning trees versus pathfinder networks
INFOVIS'03 Proceedings of the Ninth annual IEEE conference on Information visualization
Revealing themes and trends in the knowledge domain's intellectual structure
PKAW'06 Proceedings of the 9th Pacific Rim Knowledge Acquisition international conference on Advances in Knowledge Acquisition and Management
Visualizing latent domain knowledge
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Visualising intellectual structure of ubiquitous computing
PKAW'10 Proceedings of the 11th international conference on Knowledge management and acquisition for smart systems and services
Revealing research themes and trends in knowledge management: From 1995 to 2010
Knowledge-Based Systems
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Knowledge visualization is a creative process, but difficult to formalize. This paper presents a system that is capable of analyzing voluminous citation data and visualizing the result. The system offers visualizations of trends by clustering scientific papers taken from the web (CiteSeer papers). Two methods are implemented: factor analysis and PFNET. An experiment has been carried out with the literature in knowledge management. A deep analysis of current trends in KM is then performed to check the relevance of these results. While the topical content is specific to knowledge engineering, semantic web, and related sub-areas, the approach could be applied to any general topic area in AI.