UMBC ebiquity

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:
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.

 

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65 Refereed Publications

2013

1. Jaehun Lee et al., "Semantic web-based supplier discovery system for building a long-term supply chain", Article, International Journal of Computer Integrated Manufacturing, November 2013.

2. Young Hoon Lee et al., "A Framework for Developing Manufacturing Service Capability Information Model", InProceedings, IFIP Advances in Information and Communication Technology, September 2013.

3. Yun Peng et al., "Ontology-Based Dynamic Forms for Manufacturing Capability Information Collection", InProceedings, IFIP Advances in Information and Communication Technology, September 2013.

2011

4. Choonghyun Lee et al., "A Supplier Discovery Framework For Effective And Efficient Configuration Of A Supply Chain", Article, International Journal of Industrial Engineering,, November 2011, 833 downloads.

5. Yan Kang et al., "Extensible Dynamic Form Approach for Supplier Discovery", InProceedings, Proceedings of the IEEE International Conference on Information Reuse and Integration, August 2011, 608 downloads.

6. Jaewook Kim et al., "An Optimization Approach for Semantic-based XML Schema Matching", Article, International Journal of Trade, Economics, and Finance, January 2011, 478 downloads.

2010

7. 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, 784 downloads.

8. 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, 597 downloads.

9. Yun Peng et al., "Bayesian Network Reasoning with Uncertain Evidences", Article, International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, June 2010, 1301 downloads.

10. 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.

11. 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, 932 downloads.

2009

12. 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.

13. 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.

14. 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, 995 downloads.

15. 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, 1078 downloads.

2008

16. 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, 1300 downloads.

17. 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, 1528 downloads.

18. Yun Peng et al., "Knowledge-Based Systems and Other AI Applications for Tableting", InBook, Pharmaceutical Dosage Forms, January 2008, 2184 downloads.

2007

19. 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, 1484 downloads.

20. Yun Peng et al., "A Probabilistic Framework for Semantic Similarity and Ontology Mapping", InProceedings, Proceedings of the 2007 Industrial Engineering Research Conference, May 2007, 1712 downloads.

2006

21. 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, 2258 downloads.

2005

22. Li Ding et al., "Finding and Ranking Knowledge on the Semantic Web", InProceedings, Proceedings of the 4th International Semantic Web Conference, November 2005, 11610 downloads.

23. Li Ding et al., "Tracking RDF Graph Provenance using RDF Molecules", InProceedings, Proceedings of the 4th International Semantic Web Conference, November 2005, 5126 downloads.

24. Rong Pan et al., "A Bayesian Network Approach to Ontology Mapping", InProceedings, Proceedings of the Fourth International Semantic Web Conference, November 2005, 3550 downloads.

25. Zhongli Ding et al., "BayesOWL: Uncertainty Modeling in Semantic Web Ontologies", InBook, Soft Computing in Ontologies and Semantic Web, October 2005, 2390 downloads.

26. Wendy Wilson et al., "Generalization of a Prototype Intelligent Hybrid System for Hard Gelatin Capsule Formulation Development", Article, AAPS PharmSciTech, October 2005, 1306 downloads.

27. Li Ding et al., "Search on the Semantic Web", Article, IEEE Computer, October 2005, 3177 downloads.

28. Yun Peng et al., "Modifying Bayesian Networks by Probability Constraints", InProceedings, Proceedings of the 21st Conference on Uncertainty in Artificial Intelligence, July 2005, 2029 downloads.

29. Tim Finin et al., "Swoogle: Searching for knowledge on the Semantic Web", InProceedings, AAAI 05 (intelligent systems demo), July 2005, 4585 downloads.

30. 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, 4249 downloads.

31. 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, 3321 downloads.

2004

32. 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, 3082 downloads.

33. 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, 25659 downloads.

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

35. 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, 6827 downloads.

36. 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, 5117 downloads.

2003

37. Anugeetha Kunjithapatham et al., "Personal Agents on the Semantic Web", InProceedings, Proc. Second Int. Semantic Web Conf., October 2003, 479 downloads.

38. Youyong Zou et al., "Agent Communication in DAML World", InBook, Innovative Concepts for Agent-Based Systems, January 2003, 499 downloads.

39. Xiaocheng Luan et al., "Learning in the Broker Agent", InBook, Innovative Concepts for Agent-Based Systems, January 2003, 626 downloads.

2002

40. 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, 3333 downloads.

41. Subhash Kumar et al., "A Personal Agent Application for the Semantic Web", InProceedings, AAAI 2002 Fall Symposium Series, November 2002, 2819 downloads.

42. Mintong Guo et al., "A Prototype Intelligent Hybrid System for Hard Gelatin Capsule Formulation Development", Article, Pharmaceutical Technology, September 2002, 15613 downloads.

43. Sushama Prasad et al., "Using Explicit Information To Map Between Two Ontologies", InProceedings, AAMAS 2002 Workshop on Ontologies and Agent Systems, July 2002, 2414 downloads.

44. 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, 1642 downloads.

45. Lalana Kagal et al., "Agents Making Sense of the Semantic Web", InProceedings, First GSFC/JPL Workshop on Radical Agent Concepts (WRAC), January 2002, 3469 downloads.

46. R. Scott Cost et al., "ITtalks: A Case Study in the Semantic Web and DAML+OIL", Article, IEEE Intelligent Systems Special Issue, January 2002, 3353 downloads.

2001

47. Filip Perich et al., "ITTALKS: An Application of Agents in the Semantic Web", InProceedings, Engineering Societies in the Agents World (ESAW 2001), December 2001, 3485 downloads.

48. Xiaocheng Luan et al., "Agent Consumer Reports: of the Agents, by the Agents and for the Agents", InProceedings, Proc. 2nd Asia-Pacific Conf. on Intelligent Agent Technology (IAT-2001), October 2001, 454 downloads.

49. 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, 345 downloads.

50. 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, 3482 downloads.

51. Lalana Kagal et al., "A Framework for Distributed Trust Management", InProceedings, Second Workshop on Norms and Institutions in multi-agent systems, June 2001, 2971 downloads.

2000

52. R. Scott Cost et al., "Using Colored Petri Nets for Conversation Modeling", InBook, Agent Communication Languages, September 2000, 4214 downloads.

1999

53. 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, 1654 downloads.

54. 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, 2327 downloads.

55. Ye Chen et al., "Negotiating agents for supply chain management", InProceedings, Proceedings of the AAAI Workshop on Artificial Intelligence for Electronic Commerce, July 1999, 1942 downloads.

56. R. Scott Cost et al., "Agent development with Jackal", InProceedings, Third annual conference on Autonomous Agents, May 1999, 274 downloads.

57. 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, 2087 downloads.

58. Yannis K Labrou et al., "The current landscape of Agent Communication Languages", Article, IEEE Intelligent Systems, March 1999, 1656 downloads.

59. 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, 1950 downloads.

60. Yun Peng et al., "Agent-based approach for manufacturing integration: The CIIMPLEX experience", Article, Applied Artificial Intelligence , January 1999, 461 downloads.

1998

61. Yun Peng et al., "A multi-agent system for enterprise integration", Article, International Journal of Agile Manufacturing, December 1998, 1578 downloads.

62. William Tolone et al., "Supporting Human Interactions within Integrated Manufacturing Systems", Article, International Journal of Advanced Manufacturing, December 1998, 525 downloads.

63. 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, 7967 downloads.

64. "Mobile agents can benefit from standards efforts on interagent communication", Article, IEEE Communications Magazine, July 1998, 1610 downloads.

65. Bill Chu et al., "Toward Intelligent Integrated Manufacturing Planning-Execution", Article, The International Journal of Agile Manufacturing, January 1998, 1577 downloads.

2 Non-Refereed Publications

2005

1. Li Ding et al., "Search on the Semantic Web", TechReport, TR-CS-05-09, September 2005, 8042 downloads.

2. Li Ding et al., "Tracking RDF Graph Provenance using RDF Molecules", TechReport, TR-CS-05-06, April 2005, 7403 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.