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Past Projects

  1. ArRf - Activity Recognition with RF
  2. Bayes OWL
  3. UMBC OntoMapper: A Tool For Mapping Between Two Ontologies

Publications

2018

  1. Y. Sun, "On the Integration of Inconsistent Knowledge with Bayseian Networks", PhdThesis, University of Maryland, Baltimore County, May 2018, 488 downloads.

2016

  1. Y. Sun and Y. Peng, "Modify Bayesian Network Structure with Inconsistent Constraints", 29th International Conference on Computers Applications in Industry and Engineering, September 2016, 432 downloads.
  2. Y. Sun and Y. Peng, "Inconsistent Knowledge Integration with Bayesian Network", 29th International FLAIRS Conference, May 2016, 463 downloads.
  3. F. Ferraro and B. Van Durme, "A Unified Bayesian Model of Scripts, Frames and Language.", InProceedings, Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, February 2016, 736 downloads.

2012

  1. Y. Peng, Z. Ding, S. Zhang, and R. Pan, "Bayesian Network Revision with Probabilistic Constraints", Article, International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, March 2012, 535 downloads.

2011

  1. M. desJardins, A. Ciavolino, R. Deloatch, and E. Feasley, "Playing to Program: Towards an Intelligent Programming Tutor for RUR-PLE", InProceedings, Proceedings of the Second Symposium on Educational Advances in Artificial Intelligence, August 2011, 1901 downloads.

2010

  1. Y. Peng and S. Zhang, "Integrating Probability Constraints into Bayesian Nets", InProceedings, Proceeding of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence, November 2010, 1352 downloads.
  2. Y. Peng, S. Zhang, and R. Pan, "Bayesian Network Reasoning with Uncertain Evidences", Article, International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, June 2010, 2375 downloads.
  3. S. Zhang, Y. Sun, Y. Peng, and X. Wang, "A Practical Tool for Uncertainty in OWL Ontologies", InProceedings, Proceedings of the 10th IASTED International Conference on Artificial Intelligence and Applications, February 2010.

2009

  1. S. Zhang, Y. Sun, Y. Peng, and X. Wang, "BayesOWL: A Prototype System for Uncertainty in Semantic Web", InProceedings, Proceedings of the International Conference on Artificial Intelligence, July 2009, 493 downloads.

2008

  1. S. Gupta, A. Joshi, and T. Finin, "A Framework for Secure Knowledge Management in Pervasive Computing", InProceedings, Proceedings of the Workshop on Secure Knowledge Management, November 2008, 2470 downloads.
  2. S. Zhang, Y. Peng, and X. Wang, "An Efficient Method for Probabilistic Knowledge Integration", InProceedings, Proceedings of The 20th IEEE International Conference on Tools with Artificial Intelligence, November 2008, 2061 downloads, 2 citations.
  3. S. Gupta, "Trust-based Data Management in Mobile Ad Hoc Networks", MastersThesis, University of Maryland at Baltimore County, July 2008, 1984 downloads.

2007

  1. S. Balijepalli, "Blogvox2: A Modular Domain Independent Sentiment Analysis System", MastersThesis, University of Maryland, Baltimore County, June 2007, 8412 downloads, 1 citation.
  2. Y. Peng, Z. Ding, R. Pan, Y. Yu, B. (. Kulvatunyou, N. Ivezik, A. Jones, and H. Cho, "A Probabilistic Framework for Semantic Similarity and Ontology Mapping", InProceedings, Proceedings of the 2007 Industrial Engineering Research Conference, May 2007, 2540 downloads.

2006

  1. R. Pan, Y. Peng, and Z. 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 2006, 3877 downloads.
  2. R. Pan, "Semantic-Linked Bayesian Networks: A Framework for Bayesian Network Mapping", PhdThesis, University of Maryland, Baltimore County, August 2006.

2005

  1. Z. Ding, "BayesOWL: A Probabilistic Framework for Semantic Web", PhdThesis, University of Maryland, Baltimore County, December 2005, 9398 downloads, 10 citations.
  2. R. Pan, Z. Ding, Y. Yu, and Y. Peng, "A Bayesian Network Approach to Ontology Mapping", InProceedings, Proceedings of the Fourth International Semantic Web Conference, November 2005, 4744 downloads, 91 citations.
  3. Z. Ding, Y. Peng, and R. Pan, "BayesOWL: Uncertainty Modeling in Semantic Web Ontologies", InBook, Soft Computing in Ontologies and Semantic Web, October 2005, 4027 downloads, 48 citations.
  4. Y. Peng and Z. Ding, "Modifying Bayesian Networks by Probability Constraints", InProceedings, Proceedings of the 21st Conference on Uncertainty in Artificial Intelligence, July 2005, 2874 downloads, 18 citations.
  5. Z. Ding, Y. Peng, R. Pan, and Y. 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 2005, 5271 downloads, 20 citations.

2004

  1. Z. Ding, Y. Peng, and R. 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 2004, 4413 downloads, 2 citations.
  2. W. Watthayu and Y. Peng, "A Bayesian network based framework for multi-criteria decision making", InProceedings, Proceedings of the 17th International Conference on Multiple Criteria Decision Analysis, August 2004, 9294 downloads, 18 citations.
  3. Z. Ding and Y. Peng, "A Probabilistic Extension to Ontology Language OWL", InProceedings, Proceedings of the 37th Hawaii International Conference On System Sciences (HICSS-37)., January 2004, 6345 downloads, 154 citations.

2002

  1. S. Prasad, Y. Peng, and T. Finin, "Statement of Interest: A Tool For Mapping Concepts Between Two Ontologies", InProceedings, Proceedings of the AAAI Workshop on Ontologies and the Semantic Web, July 2002, 230 downloads.
  2. S. Prasad, Y. Peng, and T. Finin, "Using Explicit Information To Map Between Two Ontologies", InProceedings, AAMAS 2002 Workshop on Ontologies and Agent Systems, July 2002, 3591 downloads, 19 citations.
  3. S. Prasad, Y. Peng, and T. Finin, "A Tool for Mapping Between Two Ontologies Using Explicit Information", InProceedings, AAAI-02 Workshop on Meaning Negotiation, July 2002, 257 downloads.
  4. S. Prasad, Y. Peng, and T. Finin, "A Tool For Mapping Concepts Between Two Ontologies", Proceedings of the First International Semantic Web Conference (ISWC), June 2002, 235 downloads.

1998

  1. E. J. Clarke, "The empirical use of continuous variables in Bayesian belief networks for exploratory data analysis", PhdThesis, University of Maryland, Baltimore County, May 1998, 522 downloads.

1989

  1. T. Finin and G. Morris, "Abductive reasoning in multiple fault diagnosis", Article, Artificial Intelligence Review, July 1989, 1255 downloads.

1987

  1. S. Schocken and T. Finin, "Prolog Meta-Interpreters for Rule-Based Inference Under Uncertainty", TechReport, New York University, September 1987, 545 downloads.

Executable

  1. BayesOWL binary file

Source Code

  1. BayesOWL source file

Presentation

  1. BayesOWL: A Probabilistic Framework for Uncertainty in Semantic Web
  2. BayesOWL: A Probabilistic Framework for Uncertainty in Semantic Web (pdf)
  3. Semantically-Linked Bayesian Networks
  4. Uncertainty in Ontology Mapping: A Bayesian Perspective

Poster

  1. BlogVox2: Sentiment Detection in Political Blogs
  2. BlogVox2: Sentiment Detection in Political Blogs

Old News

  1. Looking back at the ebiquity research group's 2006
    January 1, 2007
  2. Zhongli Ding defends dissertation
    December 5, 2005

Old Events

  1. Prediction markets for fun, feedback and the future
    March 17, 2011
  2. An Efficient Method for Probabilistic Knowledge Integration
    October 14, 2008
  3. Trust-based Data Management in Mobile Ad Hoc Networks
    July 8, 2008
  4. Blogvox2: A Modular Domain Independent Sentiment Analysis System
    June 7, 2007
  5. Data Clustering with a Relational Push-Pull Model
    April 30, 2007
  6. Semantically-Linked Bayesian Networks: A Framework for Probabilistic Inference Over Multiple Bayesian Networks
    August 2, 2006
  7. Preference Elicitation in Constraint-Based Decision Problems
    April 7, 2006
  8. BayesOWL: A Probabilistic Framework for Uncertainty in Semantic Web
    December 5, 2005
  9. Knowledge discovery in networks
    November 14, 2005
  10. Activity recognition from RFID sensor data
    September 25, 2005