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Yun Peng Primary Role:Principal Faculty Company:University of Maryland Baltimore County Department: Computer Science Street: 1000 Hilltop Circle Country: USACity: Baltimore State: MD ZIP: 21250 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 57 authored publications: 55 Refereed Publications 2010 1. Jaewook Kim et al., "Semantic-based Optimal XML Schema Matching: A Mathematical Programming Approach", InProceedings, The Proceedings of International Conference on E-business, Management and Economics, December 2010, 151 downloads. 2. Yun Peng et al., "Integrating Probability Constraints into Bayesian Nets", InProceedings, Proceeding of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence, November 2010, 83 downloads. 3. Yun Peng et al., "Bayesian Network Reasoning with Uncertain Evidences", Article, International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, June 2010, 161 downloads. 4. Shenyong Zhang et al., "A Practical Tool for Uncertainty in OWL Ontologies", InProceedings, Proceedings of the 10th IASTED International Conference on Artificial Intelligence and Applications, February 2010. 5. Jaewook Kim et al., "A semantic similarity analysis for data mappings between heterogeneous XML schemas", InBook, Electronic Business Interoperability: Concepts, Opportunities and Challenges, January 2010, 161 downloads. 2009 6. Jaewook Kim et al., "Semantic Similarity Analysis of XML Schema using Grid Computing", InProceedings, Proceedings of the IEEE International Conference on Information Reuse and Integration, August 2009. 7. Shenyong Zhang et al., "BayesOWL: A Prototype System for Uncertainty in Semantic Web", InProceedings, Proceedings of the 2009 International Conference on Artificial Intelligence,, July 2009. 8. Hyunbo Cho et al., "An Integration Technology for Long Distance Logistics and Supply Chain Managemen", InProceedings, roceedings of the 18th International Conference on Management of Technology, April 2009, 201 downloads. 9. Xianghe Yan et al., "From Ontology Selection and Semantic Web to an Integrated Information System for Food-Borne Diseases and Food Safety", InBook, Software Tools and Algorithms for Biological Systems, January 2009, 243 downloads. 2008 10. 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, 730 downloads. 11. 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, 810 downloads. 12. Yun Peng et al., "Knowledge-Based Systems and Other AI Applications for Tableting", InBook, Pharmaceutical Dosage Forms, January 2008, 396 downloads. 2007 13. 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, 894 downloads. 14. Yun Peng et al., "A Probabilistic Framework for Semantic Similarity and Ontology Mapping", InProceedings, Proceedings of the 2007 Industrial Engineering Research Conference, May 2007, 1143 downloads. 2006 15. 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, 1514 downloads. 2005 16. Li Ding et al., "Finding and Ranking Knowledge on the Semantic Web", InProceedings, Proceedings of the 4th International Semantic Web Conference, November 2005, 7539 downloads. 17. Li Ding et al., "Tracking RDF Graph Provenance using RDF Molecules", InProceedings, Proceedings of the 4th International Semantic Web Conference, November 2005, 3599 downloads. 18. Rong Pan et al., "A Bayesian Network Approach to Ontology Mapping", InProceedings, Proceedings of the Fourth International Semantic Web Conference, November 2005, 2792 downloads. 19. Zhongli Ding et al., "BayesOWL: Uncertainty Modeling in Semantic Web Ontologies", InBook, Soft Computing in Ontologies and Semantic Web, October 2005, 1628 downloads. 20. Wendy Wilson et al., "Generalization of a Prototype Intelligent Hybrid System for Hard Gelatin Capsule Formulation Development", Article, AAPS PharmSciTech, October 2005, 725 downloads. 21. Li Ding et al., "Search on the Semantic Web", Article, IEEE Computer, October 2005, 2370 downloads. 22. Yun Peng et al., "Modifying Bayesian Networks by Probability Constraints", InProceedings, Proceedings of the 21st Conference on Uncertainty in Artificial Intelligence, July 2005, 1469 downloads. 23. Tim Finin et al., "Swoogle: Searching for knowledge on the Semantic Web", InProceedings, AAAI 05 (intelligent systems demo), July 2005, 3692 downloads. 24. 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, 3095 downloads. 25. 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, 2484 downloads. 2004 26. 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, 2228 downloads. 27. 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, 19002 downloads. 28. Xiaocheng Luan et al., "Quantitative Agent Service Matching", InProceedings, Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence, September 2004. 29. 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, 5274 downloads. 30. 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, 3195 downloads. 2003 31. Xiaocheng Luan et al., "Learning in the Broker Agent", InBook, Innovative Concepts for Agent-Based Systems, January 2003, 26 downloads. 2002 32. 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, 1776 downloads. 33. Subhash Kumar et al., "A Personal Agent Application for the Semantic Web", InProceedings, AAAI 2002 Fall Symposium Series, November 2002, 1843 downloads. 34. Mintong Guo et al., "A Prototype Intelligent Hybrid System for Hard Gelatin Capsule Formulation Development", Article, Pharmaceutical Technology, September 2002, 6291 downloads. 35. 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, 1812 downloads. 36. 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, 1115 downloads. 37. Lalana Kagal et al., "Agents Making Sense of the Semantic Web", InProceedings, First GSFC/JPL Workshop on Radical Agent Concepts (WRAC), January 2002, 2714 downloads. 38. R. Scott Cost et al., "ITtalks: A Case Study in the Semantic Web and DAML+OIL", Article, IEEE Intelligent Systems Special Issue, January 2002, 2547 downloads. 2001 39. Filip Perich et al., "ITTALKS: An Application of Agents in the Semantic Web", InProceedings, Engineering Societies in the Agents World (ESAW 2001), December 2001, 2366 downloads. 40. 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. 41. 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, 2685 downloads. 42. Lalana Kagal et al., "A Framework for Distributed Trust Management", InProceedings, Second Workshop on Norms and Institutions in MAS, Autonomous Agents, May 2001, 2430 downloads. 2000 43. R. Scott Cost et al., "Using Colored Petri Nets for Conversation Modeling", InBook, Agent Communication Languages, September 2000, 3117 downloads. 1999 44. 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, 1210 downloads. 45. 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, 1765 downloads. 46. Ye Chen et al., "Negotiating agents for supply chain management", InProceedings, Proceedings of the AAAI Workshop on Artificial Intelligence for Electronic Commerce, July 1999, 1485 downloads. 47. 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, 1528 downloads. 48. Yannis K Labrou et al., "The current landscape of Agent Communication Languages", Article, IEEE Intelligent Systems, March 1999, 1202 downloads. 49. 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, 1463 downloads. 50. Yun Peng et al., "Agent-based approach for manufacturing integration: The CIIMPLEX experience", Article, Applied Artificial Intelligence , January 1999, 9 downloads. 1998 51. Yun Peng et al., "A multi-agent system for enterprise integration", Article, International Journal of Agile Manufacturing, December 1998, 1103 downloads. 52. William Tolone et al., "Supporting Human Interactions within Integrated Manufacturing Systems", Article, International Journal of Advanced Manufacturing, December 1998. 53. 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, 1269 downloads. 54. "Mobile agents can benefit from standards efforts on interagent communication", Article, IEEE Communications Magazine, July 1998, 1107 downloads. 55. Bill Chu et al., "Toward Intelligent Integrated Manufacturing Planning-Execution", Article, The International Journal of Agile Manufacturing, January 1998, 1128 downloads. 2 Non-Refereed Publications 2005 1. Li Ding et al., "Search on the Semantic Web", TechReport, TR-CS-05-09, September 2005, 4826 downloads. 2. Li Ding et al., "Tracking RDF Graph Provenance using RDF Molecules", TechReport, TR-CS-05-06, April 2005, 4362 downloads. Yun Peng is associated with 8 projects: Past Projects Assertions:
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