Professor Yun Peng

Role: Faculty
Affiliation: UMBC
Title: Professor
Department: Computer Science
Email: ypeng AT umbc DOT edu
Business: (410) 455-3816
Business Address: Room 341, Information Technology and Engineering (ITE) Building, Department of Computer Science and Electrical Engineering, University of Maryland Baltimore County, 1000 Hilltop Circle, Baltimore, Maryland 21250, USA

Research:

Probabilistic Reasoning; Machine Learning; Neural Networks; Intelligent Agents and Multi-Agent Systems; Semantic Web; E-Commerce; Artificial Life

Author of 40 resources

  1. Yang Yu, Yun Peng, "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 28, 2007, 641 downloads.
  2. Yun Peng, Zhongli Ding, Rong Pan, Yang Yu, Boonserm Kulvatunyou, Nenad Ivezik, Albert Jones, Hyunbo Cho, "A Probabilistic Framework for Semantic Similarity and Ontology Mapping", InProceedings, Proceedings of the 2007 Industrial Engineering Research Conference, May 19, 2007, 738 downloads.
  3. Rong Pan, Yun Peng, Zhongli Ding, "Belief Update in Bayesian Networks Using Uncertain Evidence", InProceedings, Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), November 13, 2006, 774 downloads.
  4. Li Ding, Rong Pan, Tim Finin, Anupam Joshi, Yun Peng, Pranam Kolari, "Finding and Ranking Knowledge on the Semantic Web", InProceedings, Proceedings of the 4th International Semantic Web Conference, November 07, 2005, 4407 downloads, 54 citations.
  5. Li Ding, Tim Finin, Anupam Joshi, Yun Peng, Paulo Pinheiro da Silva, Deborah L. McGuinness, "Tracking RDF Graph Provenance using RDF Molecules", InProceedings, Proceedings of the 4th International Semantic Web Conference, November 07, 2005, 2853 downloads, 15 citations.
  6. Rong Pan, Zhongli Ding, Yang Yu, Yun Peng, "A Bayesian Network Approach to Ontology Mapping", InProceedings, Proceedings of the Fourth International Semantic Web Conference, November 06, 2005, 2287 downloads, 42 citations.
  7. Zhongli Ding, Yun Peng, Rong Pan, "BayesOWL: Uncertainty Modeling in Semantic Web Ontologies", InBook, Soft Computing in Ontologies and Semantic Web, October 28, 2005, 1321 downloads, 17 citations.
  8. Li Ding, Tim Finin, Anupam Joshi, Yun Peng, Rong Pan, Pavan Reddivari, "Search on the Semantic Web", Article, IEEE Computer, October 01, 2005, 1787 downloads, 17 citations.
  9. Li Ding, Tim Finin, Anupam Joshi, Yun Peng, Rong Pan, Pavan Reddivari, "Search on the Semantic Web", TechReport, TR-CS-05-09, September 01, 2005, 3470 downloads.
  10. Yun Peng, Zhongli Ding, "Modifying Bayesian Networks by Probability Constraints", InProceedings, Proceedings of the 21st Conference on Uncertainty in Artificial Intelligence, July 26, 2005, 1240 downloads, 8 citations.
  11. Tim Finin, Li Ding, Rong Pan, Anupam Joshi, Pranam Kolari, Akshay Java, Yun Peng, "Swoogle: Searching for knowledge on the Semantic Web", InProceedings, AAAI 05 (intelligent systems demo), July 19, 2005, 2891 downloads, 17 citations.
  12. Zhongli Ding, Yun Peng, Rong Pan, Yang Yu, "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 09, 2005, 2094 downloads, 8 citations.
  13. Li Ding, Tim Finin, Yun Peng, Paulo Pinheiro da Silva, Deborah L. McGuinness, "Tracking RDF Graph Provenance using RDF Molecules", TechReport, TR-CS-05-06, April 30, 2005, 2063 downloads.
  14. Li Ding, Pranam Kolari, Tim Finin, Anupam Joshi, Yun Peng, Yelena Yesha, "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 21, 2005, 2065 downloads, 24 citations.
  15. Zhongli Ding, Yun Peng, Rong Pan, "A Bayesian Approach to Uncertainty Modeling in OWL Ontology", InProceedings, Proceedings of the International Conference on Advances in Intelligent Systems - Theory and Applications, November 15, 2004, 1844 downloads, 1 citation.
  16. Li Ding, Tim Finin, Anupam Joshi, Rong Pan, R. Scott Cost, Yun Peng, Pavan Reddivari, Vishal C Doshi, Joel Sachs, "Swoogle: A Search and Metadata Engine for the Semantic Web", InProceedings, Proceedings of the Thirteenth ACM Conference on Information and Knowledge Management , November 09, 2004, 12370 downloads, 190 citations.
  17. Xiaocheng Luan, Yun Peng, Tim Finin, "Quantitative Agent Service Matching", InProceedings, Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence, September 20, 2004.
  18. Wiboonsak Watthayu, Yun Peng, "A Bayesian network based framework for multi-criteria decision making", InProceedings, Proceedings of the 17th International Conference on Multiple Criteria Decision Analysis, August 06, 2004, 3570 downloads, 7 citations.
  19. Zhongli Ding, Yun Peng, "A Probabilistic Extension to Ontology Language OWL", InProceedings, Proceedings of the 37th Hawaii International Conference On System Sciences (HICSS-37)., January 05, 2004, 2251 downloads, 95 citations.
  20. Subhash Kumar, Anugeetha Kunjithapatham, Mithun Sheshagiri, Tim Finin, Anupam Joshi, Yun Peng, R. Scott Cost, "A Personal Agent Application for the Semantic Web", InProceedings, AAAI 2002 Fall Symposium Series, November 01, 2002, 1662 downloads, 9 citations.
  21. Sushama Prasad, Yun Peng, Tim Finin, "A Tool For Mapping Between Two Ontologies Using Explicit Information", InProceedings, AAMAS 2002 Workshop on Ontologies and Agent Systems, July 07, 2002, 1547 downloads, 16 citations.
  22. Yun Peng, Youyong Zou, Xiaocheng Luan, "Semantic resolution for e-commerce", InProceedings, Proceedings of the first international joint conference on Autonomous agents and multiagent systems, July 05, 2002, 1000 downloads, 18 citations.
  23. Lalana Kagal, Filip Perich, Harry Chen, Sovrin Tolia, Youyong Zou, Tim Finin, Anupam Joshi, Yun Peng, R. Scott Cost, Charles Nicholas, "Agents Making Sense of the Semantic Web", InProceedings, First GSFC/JPL Workshop on Radical Agent Concepts (WRAC), January 12, 2002, 2289 downloads, 5 citations.
  24. R. Scott Cost, Tim Finin, Anupam Joshi, Yun Peng, Charles Nicholas, Ian Soboroff, Harry Chen, Lalana Kagal, Filip Perich, Youyong Zou, Sovrin Tolia, "ITtalks: A Case Study in the Semantic Web and DAML+OIL", Article, IEEE Intelligent Systems Special Issue, January 01, 2002, 2379 downloads, 45 citations.
  25. Filip Perich, R. Scott Cost, Tim Finin, Anupam Joshi, Yun Peng, Charles Nicholas, Harry Chen, Lalana Kagal, Youyong Zou, Sovrin Tolia, "ITTALKS: An Application of Agents in the Semantic Web", InProceedings, Engineering Societies in the Agents World (ESAW 2001), December 12, 2001, 2061 downloads, 5 citations.
  26. Lalana Kagal, Tim Finin, Yun Peng, "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 01, 2001, 59 citations.
  27. R. Scott Cost, Tim Finin, Anupam Joshi, Yun Peng, Charles Nicholas, Harry Chen, Lalana Kagal, Filip Perich, Youyong Zou, Sovrin Tolia, "ITTALKS: A Case Study in the Semantic Web and DAML", InProceedings, International Semantic Web Working Symposium (SWWS 2001), July 12, 2001, 2496 downloads, 13 citations.
  28. Lalana Kagal, Tim Finin, R. Scott Cost, Yun Peng, "A Framework for Distributed Trust Management", InProceedings, Second Workshop on Norms and Institutions in MAS, Autonomous Agents, May 01, 2001, 2225 downloads, 1 citation.
  29. R. Scott Cost, Ye Chen, Tim Finin, Yannis K Labrou, Yun Peng, "Using Colored Petri Nets for Conversation Modeling", InBook, Agent Communication Languages, September 01, 2000, 2812 downloads, 53 citations.
  30. R. Scott Cost, Tim Finin, Yannis K Labrou, Xiaocheng Luan, Yun Peng, Ian Soboroff, James Mayfield, Akram Boughannam, "An Agent-based Infrastructure for Enterprise Integration", InProceedings, Proceedings of the First International Symposium on Agent Systems and Applications, October 03, 1999, 1247 downloads, 16 citations.
  31. Yun Peng, Tim Finin, Harry Chen, Ling Wang, Yannis K Labrou, R. Scott Cost, "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 04, 1999, 1631 downloads, 2 citations.
  32. Ye Chen, Yun Peng, Tim Finin, Yannis K Labrou, R. Scott Cost, "Negotiating agents for supply chain management", InProceedings, Proceedings of the AAAI Workshop on Artificial Intelligence for Electronic Commerce, July 01, 1999, 1316 downloads, 6 citations.
  33. R. Scott Cost, Ye Chen, Tim Finin, Yannis K Labrou, Yun Peng, "Modeling agent conversations with colored petri nets", InProceedings, Working notes of the Autonomous Agents '99 Workshop on Specifying and Implementing Conversation Policies, May 01, 1999, 1353 downloads, 93 citations.
  34. Yannis K Labrou, Tim Finin, Yun Peng, "The current landscape of Agent Communication Languages", Article, IEEE Intelligent Systems, March 01, 1999, 1098 downloads, 369 citations.
  35. Yannis K Labrou, Tim Finin, Yun Peng, "The Interoperability Problem: Bringing together Mobile Agents and Agent Communication Languages,", InProceedings, Proceedings of the Hawaii International Conference On System Sciences, January 05, 1999, 1190 downloads, 22 citations.
  36. Yun Peng, Tim Finin, Yannis K Labrou, Bill Chu, J Long, William Tolone, Akram Boughannam, "A multi-agent system for enterprise integration", Article, International Journal of Agile Manufacturing, December 01, 1998, 999 downloads, 61 citations.
  37. William Tolone, Bill Chu, J Long, Robert Willhelm, Tim Finin, Yun Peng, Akram Boughannam, "Supporting Human Interactions within Integrated Manufacturing Systems", Article, International Journal of Advanced Manufacturing, December 01, 1998, 3 citations.
  38. R. Scott Cost, Tim Finin, Yannis K Labrou, Xiaocheng Luan, Yun Peng, Ian Soboroff, James Mayfield, Akram Boughannam, "Jackal: a Java-based Tool for Agent Development", InProceedings, Proceedings of the Workshop on Tools for Agent Development, July 26, 1998, 1020 downloads, 50 citations.
  39. Tim Finin, Yun Peng, Yannis K Labrou, "Mobile agents can benefit from standards efforts on interagent communication", Article, IEEE Communications Magazine, July 01, 1998, 928 downloads, 26 citations.
  40. Bill Chu, William Tolone, J Long, Robert Willhelm, Yun Peng, Tim Finin, Michael Mathews, "Toward Intelligent Integrated Manufacturing Planning-Execution", Article, The International Journal of Agile Manufacturing, January 01, 1998, 1129 downloads, 15 citations.

Editor of 1 resource

  1. "Proceedings of the Third ISWC Workshop on Uncertainty Reasoning for the Semantic Web", Proceedings, CEUR-WS.org, November 12, 2007, 513 downloads.

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