Yun Peng
Professor 

Primary Role:Principal Faculty

Company:University of Maryland Baltimore County
Department: Computer Science
Street: 1000 Hilltop Circle
City: Baltimore
State: MD
ZIP: 21250
Country: USA
Fax: (41) 455-3969
URL: http://www.cs.umbc.edu/~ypeng/
E-mail:
Biography:
Dr. Yun Peng is a professor of computer science and electrical engineering at the University of Maryland, Baltimore County. He received his Ph.D. in computer sicnece from the University of Maryland, College Park. His research interests include probabilistic reasoning, machine learning, neural networks, intelligent agents and multi-agent systems, semantic web, e-commerce, and artificial life.

Yun Peng has 45 authored publications:  Hide the list...

43 Refereed Publications

2008

1. Shenyong Zhang et al., "An Efficient Method for Probabilistic Knowledge Integration", InProceedings, Proceedings of The 20th IEEE International Conference on Tools with Artificial Intelligence, November 2008, 329 downloads.

2. Jaewook Kim et al., "A Layered Approach to Semantic Similarity Analysis of XML Schemas", InProceedings, Proceedings of the 2008 IEEE International Conference on Information Reuse and Integration, July 2008, 377 downloads.

2007

3. Yang Yu et al., "Learning the Semantic Meaning of a Concept from the Web", InProceedings, Proceedings of the 20th Conference of the Canadian Society for Computational Studies of Intelligence, May 2007, 500 downloads.

4. Yun Peng et al., "A Probabilistic Framework for Semantic Similarity and Ontology Mapping", InProceedings, Proceedings of the 2007 Industrial Engineering Research Conference, May 2007, 618 downloads.

2006

5. Rong Pan et al., "Belief Update in Bayesian Networks Using Uncertain Evidence", InProceedings, Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), November 2006, 733 downloads.

2005

6. Li Ding et al., "Finding and Ranking Knowledge on the Semantic Web", InProceedings, Proceedings of the 4th International Semantic Web Conference, November 2005, 5671 downloads.

7. Li Ding et al., "Tracking RDF Graph Provenance using RDF Molecules", InProceedings, Proceedings of the 4th International Semantic Web Conference, November 2005, 2556 downloads.

8. Rong Pan et al., "A Bayesian Network Approach to Ontology Mapping", InProceedings, Proceedings of the Fourth International Semantic Web Conference, November 2005, 2220 downloads.

9. Zhongli Ding et al., "BayesOWL: Uncertainty Modeling in Semantic Web Ontologies", InBook, Soft Computing in Ontologies and Semantic Web, October 2005, 1108 downloads.

10. Wendy Wilson et al., "Generalization of a Prototype Intelligent Hybrid System for Hard Gelatin Capsule Formulation Development", Article, AAPS PharmSciTech, October 2005, 231 downloads.

11. Li Ding et al., "Search on the Semantic Web", Article, IEEE Computer, October 2005, 1700 downloads.

12. Yun Peng et al., "Modifying Bayesian Networks by Probability Constraints", InProceedings, Proceedings of the 21st Conference on Uncertainty in Artificial Intelligence, July 2005, 1081 downloads.

13. Tim Finin et al., "Swoogle: Searching for knowledge on the Semantic Web", InProceedings, AAAI 05 (intelligent systems demo), July 2005, 2917 downloads.

14. Zhongli Ding et al., "A Bayesian Methodology towards Automatic Ontology Mapping", InProceedings, Proceedings of the AAAI-05 C&O Workshop on Contexts and Ontologies: Theory, Practice and Applications, July 2005, 2250 downloads.

15. Li Ding et al., "On Homeland Security and the Semantic Web: A Provenance and Trust Aware Inference Framework", InProceedings, Proceedings of the AAAI SPring Symposium on AI Technologies for Homeland Security, March 2005, 1902 downloads.

2004

16. Zhongli Ding et al., "A Bayesian Approach to Uncertainty Modeling in OWL Ontology", InProceedings, Proceedings of the International Conference on Advances in Intelligent Systems - Theory and Applications, November 2004, 1689 downloads.

17. Li Ding et al., "Swoogle: A Search and Metadata Engine for the Semantic Web", InProceedings, Proceedings of the Thirteenth ACM Conference on Information and Knowledge Management , November 2004, 14893 downloads.

18. Xiaocheng Luan et al., "Quantitative Agent Service Matching", InProceedings, Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence, September 2004.

19. Wiboonsak Watthayu et al., "A Bayesian network based framework for multi-criteria decision making", InProceedings, Proceedings of the 17th International Conference on Multiple Criteria Decision Analysis, August 2004, 3971 downloads.

20. Zhongli Ding et al., "A Probabilistic Extension to Ontology Language OWL", InProceedings, Proceedings of the 37th Hawaii International Conference On System Sciences (HICSS-37)., January 2004, 2413 downloads.

2002

21. Gunjan Kalra et al., "A hybrid intelligent system for formulation of BCS Class II drugs in hard gelatin capsules", InProceedings, Proceedings of the 9th International Conference on Neural Information Processing, November 2002, 421 downloads.

22. Subhash Kumar et al., "A Personal Agent Application for the Semantic Web", InProceedings, AAAI 2002 Fall Symposium Series, November 2002, 1367 downloads.

23. Mintong Guo et al., "A Prototype Intelligent Hybrid System for Hard Gelatin Capsule Formulation Development", Article, Pharmaceutical Technology, September 2002, 3017 downloads.

24. Sushama Prasad et al., "A Tool For Mapping Between Two Ontologies Using Explicit Information", InProceedings, AAMAS 2002 Workshop on Ontologies and Agent Systems, July 2002, 1364 downloads.

25. Yun Peng et al., "Semantic resolution for e-commerce", InProceedings, Proceedings of the first international joint conference on Autonomous agents and multiagent systems, July 2002, 730 downloads.

26. Lalana Kagal et al., "Agents Making Sense of the Semantic Web", InProceedings, First GSFC/JPL Workshop on Radical Agent Concepts (WRAC), January 2002, 2149 downloads.

27. R. Scott Cost et al., "ITtalks: A Case Study in the Semantic Web and DAML+OIL", Article, IEEE Intelligent Systems Special Issue, January 2002, 2070 downloads.

2001

28. Filip Perich et al., "ITTALKS: An Application of Agents in the Semantic Web", InProceedings, Engineering Societies in the Agents World (ESAW 2001), December 2001, 1852 downloads.

29. Lalana Kagal et al., "A Delegation Based Model for Distributed Trust", InProceedings, Workshop on Autonomy, Delegation, and Control: Interacting with Autonomous Agents, International Joint Conferences on Artificial Intelligence, August 2001.

30. R. Scott Cost et al., "ITTALKS: A Case Study in the Semantic Web and DAML", InProceedings, International Semantic Web Working Symposium (SWWS 2001), July 2001, 2226 downloads.

31. Lalana Kagal et al., "A Framework for Distributed Trust Management", InProceedings, Second Workshop on Norms and Institutions in MAS, Autonomous Agents, May 2001, 1949 downloads.

2000

32. R. Scott Cost et al., "Using Colored Petri Nets for Conversation Modeling", InBook, Agent Communication Languages, September 2000, 2148 downloads.

1999

33. R. Scott Cost et al., "An Agent-based Infrastructure for Enterprise Integration", InProceedings, Proceedings of the First International Symposium on Agent Systems and Applications, October 1999, 931 downloads.

34. Yun Peng et al., "An Agent System for Application Initialization in an Integrated Manufacturing Environment", InProceedings, Proceedings of the 3rd. World Multiconference on Systemics, Cybernetics and Informatics and The 5th. Int'l Conference on Information Systems Analysis and Synthesis (SCI'99/ISAS'99), August 1999, 1406 downloads.

35. Ye Chen et al., "Negotiating agents for supply chain management", InProceedings, Proceedings of the AAAI Workshop on Artificial Intelligence for Electronic Commerce, July 1999, 1083 downloads.

36. R. Scott Cost et al., "Modeling agent conversations with colored petri nets", InProceedings, Working notes of the Autonomous Agents '99 Workshop on Specifying and Implementing Conversation Policies, May 1999, 1113 downloads.

37. Yannis K Labrou et al., "The current landscape of Agent Communication Languages", Article, IEEE Intelligent Systems, March 1999, 870 downloads.

38. Yannis K Labrou et al., "The Interoperability Problem: Bringing together Mobile Agents and Agent Communication Languages,", InProceedings, Proceedings of the Hawaii International Conference On System Sciences, January 1999, 1074 downloads.

1998

39. Yun Peng et al., "A multi-agent system for enterprise integration", Article, International Journal of Agile Manufacturing, December 1998, 770 downloads.

40. William Tolone et al., "Supporting Human Interactions within Integrated Manufacturing Systems", Article, International Journal of Advanced Manufacturing, December 1998.

41. R. Scott Cost et al., "Jackal: a Java-based Tool for Agent Development", InProceedings, Proceedings of the Workshop on Tools for Agent Development, July 1998, 838 downloads.

42. "Mobile agents can benefit from standards efforts on interagent communication", Article, IEEE Communications Magazine, July 1998, 697 downloads.

43. Bill Chu et al., "Toward Intelligent Integrated Manufacturing Planning-Execution", Article, The International Journal of Agile Manufacturing, January 1998, 799 downloads.

2 Non-Refereed Publications

2005

1. Li Ding et al., "Search on the Semantic Web", TechReport, TR-CS-05-09, September 2005, 3361 downloads.

2. Li Ding et al., "Tracking RDF Graph Provenance using RDF Molecules", TechReport, TR-CS-05-06, April 2005, 2516 downloads.

Yun Peng is associated with 8 projects:  Hide the list...

Past Projects

 A Personal Agent Application for the Semantic Web, Faculty.
 Bayes OWL, Principal Investigator.
 Context Broker Architecture (CoBrA), Faculty.
 DAML, Faculty.
 DAML / ITTalks, Faculty.
 Damlator: Semantic Web Translator, Faculty.
 OWLIR: Information Retrieval On The Semantic Web, Faculty.
 UMBC OntoMapper: A Tool For Mapping Between Two Ontologies, Faculty.

Assertions:

1. (Person) Yun Peng is shown on (Photo) Yun Peng presents at I3CON.
2. (Person) Yun Peng attended (Event) My Experience in Building Ontology-driven Applications.