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Tags: knowledge base

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Research Areas

  1. Knowledge Representation and Reasoning

Past Projects

  1. CoCoNet: Content and Context Aware Networking
  2. Text and Ontology Driven Clinical Decision Support System
  3. Text Mining Approach to Ontology Enrichment

Publications

2023

  1. V. Mulwad, T. Finin, V. S. Kumar, J. W. Williams, S. Dixit, and A. Joshi, "A Practical Entity Linking System for Tables in Scientific Literature", InProceedings, Proceedings of the Third Workshop on Scientific Document Understanding at AAAI-2023, February 2023, 642 downloads.
  2. K. Roy, M. Gaur, M. Soltani, V. Rawte, and A. Sheth, "ProKnow: Process knowledge for safety constrained and explainable question generation for mental health diagnostic assistance", Article, Frontiers in Big Data, January 2023, 108 downloads.

2020

  1. K. P. Joshi and S. Saha, "A Semantically Rich Framework for Knowledge Representation of Code of Federal Regulations (CFR)", Article, Digital Government: Research and Practice, December 2020, 398 downloads.
  2. A. Bandi, K. P. Joshi, and V. Mulwad, "Affinity Propagation Initialisation Based Proximity Clustering For Labeling in Natural Language Based Big Data Systems", InProceedings, 6th IEEE International Conference on Big Data Security on Cloud (BigDataSecurity 2020), May 2020, 470 downloads.

2018

  1. A. Padia, D. Martin, and P. Patel-Schneider, "Automating Class/Instance Representational Choices in Knowledge Bases", InProceedings, Knowledge Engineering and Knowledge Management (EKAW 2018), October 2018.
  2. A. Padia, F. Ferraro, and T. Finin, "KG Cleaner: Identifying and Correcting Errors Produced by Information Extraction Systems", InCollection, arXiv, August 2018, 658 downloads.
  3. Y. Sun, "On the Integration of Inconsistent Knowledge with Bayseian Networks", PhdThesis, University of Maryland, Baltimore County, May 2018, 328 downloads.

2017

  1. S. Saha, K. P. Joshi, R. Frank, M. Aebig, and J. Lin, "Automated Knowledge Extraction from the Federal Acquisition Regulations System (FARS)", InProceedings, 2nd International Workshop on Enterprise Big Data Semantic and Analytics Modeling at IEEE International Conference on Big Data 2017 , December 2017, 1373 downloads.
  2. T. Finin, D. Lawrie, J. Mayfield, P. McNamee, and C. Costello, "Participation in TAC KBP 2017: Cold Start TEDL and Low-resource EDL", InProceedings, Proceedings of the 2017 Text Analysis Workshop, November 2017, 760 downloads.
  3. S. Saha and K. P. Joshi, "Cognitive Assistance for Automating the Analysis of the Federal Acquisition Regulations System", InProceedings, AAAI Fall Symposium 2017, November 2017, 631 downloads.
  4. A. Padia, "Cleaning Noisy Knowledge Graphs", InProceedings, Proceedings of the Doctoral Consortium at the 16th International Semantic Web Conference, October 2017, 1224 downloads.

2016

  1. T. Finin, D. Lawrie, J. Mayfield, P. McNamee, J. Laspesa, and M. Latman, "HLTCOE Participation in TAC KBP 2016: Cold Start and EDL", InProceedings, Proceedings of the 2016 Text Analysis Workshop, November 2016, 1385 downloads.
  2. P. K. Das, A. L. Kashyap, G. Singh, C. Matuszek, T. Finin, and A. Joshi, "Semantic knowledge and privacy in the physical web", InProceedings, Proceedings of the 4th Workshop on Society, Privacy and the Semantic Web - Policy and Technology (PrivOn2016) co-located with 15th International Semantic Web Conference (ISWC 2016), October 2016, 2180 downloads.
  3. Y. Sun and Y. Peng, "Inconsistent Knowledge Integration with Bayesian Network", 29th International FLAIRS Conference, May 2016, 323 downloads.

2015

  1. T. Finin, D. Lawrie, P. McNamee, J. Mayfield, D. Oard, N. Peng, N. Gao, Y. Lin, J. MacKin, and T. Dowd, "HLTCOE Participation in TAC KBP 2015: Cold Start and TEDL", InProceedings, Eighth Text Analysis Conference, November 2015, 920 downloads.
  2. S. Mittal, K. P. Joshi, C. Pearce, and A. Joshi, "Parallelizing Natural Language Techniques for Knowledge Extraction from Cloud Service Level Agreements", InProceedings, 2015 IEEE International Conference on Big Data, October 2015, 1495 downloads.
  3. P. Pappachan, R. Yus, P. K. Das, S. Mehrotra, T. Finin, and A. Joshi, "Building a Mobile Applications Knowledge Base for the Linked Data Cloud", InProceedings, 1st International Workshop on Mobile Deployment of Semantic Technologies (MoDeST 2015), co-located with the 14th International Semantic Web Conference (ISWC 2015), Bethlehem, PA (USA), October 2015, 1291 downloads.
  4. J. Sleeman, "Entity Disambiguation for Wild Big Data Using Multi-Level Clustering", InProceedings, Doctoral Consortium, 14th International Semantic Web Conference, October 2015, 967 downloads.
  5. P. Pappachan, R. Yus, P. K. Das, S. Mehrotra, T. Finin, and A. Joshi, "Mobipedia: Mobile Applications Linked Data", InProceedings, 14th International Semantic Web Conference (ISWC 2015), Bethlehem, PA (USA), October 2015, 1365 downloads.
  6. Z. Syed, T. Finin, M. M. Rahman, J. Kukla, and J. Yun, "Discovering and Querying Hybrid Linked Data", InProceedings, Proceedings of the 4th Workshop on Knowledge Discovery and Data Mining Meets Linked Open Data co-located with 12th Extended Semantic Web Conference , May 2015, 1169 downloads.
  7. T. Wolfe, M. Dredze, J. Mayfield, P. McNamee, C. Harmon, T. Finin, and B. Van Durme, "Interactive Knowledge Base Population", Proceedings, arXiv:1506.00301 [cs.AI], May 2015, 1092 downloads.
  8. J. Sleeman, T. Finin, and A. Joshi, "Entity Type Recognition for Heterogeneous Semantic Graphs", Article, AI Magazine, March 2015, 1601 downloads.
  9. V. Mulwad, "TABEL - A Domain Independent and Extensible Framework for Inferring the Semantics of Tables", PhdThesis, University of Maryland, Baltimore County, January 2015, 2707 downloads.

2014

  1. J. Mayfield, P. McNamee, C. Harmon, T. Finin, and D. Lawrie, "KELVIN: Extracting Knowledge from Large Text Collections", InProceedings, AAAI Fall Symposium on Natural Language Access to Big Data, November 2014, 1554 downloads.
  2. T. Finin, P. McNamee, D. Lawrie, J. Mayfield, and C. Harmon, "Hot Stuff at Cold Start: HLTCOE participation at TAC 2014", InProceedings, Proceedings of the 7th Text Analysis Conference, October 2014, 1366 downloads.
  3. R. Yus, V. Mulwad, T. Finin, and E. Mena, "Infoboxer: Using Statistical and Semantic Knowledge to Help Create Wikipedia Infoboxes", InProceedings, 13th International Semantic Web Conference (ISWC 2014), Riva del Garda (Italy), October 2014, 1158 downloads.

2013

  1. P. McNamee, T. Finin, D. Lawrie, and J. Mayfield, "HLTCOE Participation at TAC 2013", InProceedings, Proceedings of the Sixth Text Analysis Conference, November 2013, 1078 downloads.
  2. D. Lawrie, T. Finin, J. Mayfield, and P. McNamee, "Comparing and Evaluating Semantic Data Automatically Extracted from Text,", InProceedings, AAAI 2013 Fall Symposium on Semantics for Big Data, November 2013, 1206 downloads.
  3. D. Dhariwal, A. Joshi, and M. A. Grasso, "Text and Ontology Driven Clinical Decision Support System", Proceedings, American Medical Informatics Association (AMIA) Annual Symposium, October 2013, 1173 downloads.
  4. P. K. Das, A. Joshi, and T. Finin, "Energy efficient sensing for managing context and privacy on smartphones", InProceedings, First Workshop on Society, Privacy and the Semantic Web - Policy and Technology (PrivOn 2013) co-located with the 12th International Semantic Web Conference (ISWC 2013), Sydney, Australia., October 2013, 1396 downloads.
  5. A. Joshi, R. Lal, T. Finin, and A. Joshi, "Extracting cybersecurity related linked data from text", InProceedings, Proceedings of the 7th IEEE International Conference on Semantic Computing, September 2013, 2349 downloads.
  6. A. Joshi, "Linked Data for Software Security Concepts and Vulnerability Descriptions", MastersThesis, University of Maryland Baltimore County, July 2013, 1805 downloads.
  7. P. McNamee, J. Mayfield, T. Finin, T. Oates, D. Lawrie, T. Xu, and D. Oard, "KELVIN: a tool for automated knowledge base construction", InProceedings, Proc. Conf. of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, June 2013, 1352 downloads.

2012

  1. P. McNamee, v. Stoyanov, J. Mayfield, T. Finin, T. Oates, T. Xu, D. Oard, and D. Lawrie, "HLTCOE Participation at TAC 2012: Entity Linking and Cold Start Knowledge Base Construction", InProceedings, Proceedings of the Fifth Text Analysis Conference (TAC 2012), November 2012, 1329 downloads.
  2. J. Mayfield and T. Finin, "Evaluating the Quality of a Knowledge Base Populated from Text", InProceedings, Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction, June 2012, 4545 downloads.
  3. v. Stoyanov, J. Mayfield, T. Xu, D. Oard, D. Lawrie, T. Oates, and T. Finin, "A Context-Aware Approach to Entity Linking", InProceedings, Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction, June 2012, 3010 downloads.

2011

  1. V. Mulwad, W. Li, A. Joshi, T. Finin, and K. Viswanathan, "Extracting Information about Security Vulnerabilities from Web Text", InProceedings, Proceedings of the Web Intelligence for Information Security Workshop, August 2011, 3250 downloads.
  2. Z. Syed and T. Finin, "Creating and Exploiting a Hybrid Knowledge Base for Linked Data", InBook, Agents and Artificial Intelligence, April 2011, 2310 downloads.
  3. A. Gupta, K. Viswanathan, A. Joshi, T. Finin, and P. Kumaraguru, "Integrating Linked Open Data with Unstructured Text for Intelligence Gathering Tasks", InProceedings, Proceedings of the Eighth International Workshop on Information Integration on the Web, March 2011, 1805 downloads.

2010

  1. K. Viswanathan and T. Finin, "Text Based Similarity Metrics and Delta for Semantic Web Graphs", InProceedings, Proceedings of the Poster Session of 9th International Semantic Web Conference, November 2010, 2545 downloads.
  2. M. Dredze, P. McNamee, D. Rao, A. Gerber, and T. Finin, "Entity Disambiguation for Knowledge Base Population", InProceedings, Proceedings of the 23rd International Conference on Computational Linguistics, August 2010, 2416 downloads, 17 citations.
  3. K. Viswanathan and T. Finin, "Text Based Similarity and Delta for Semantic Web Graphs", TechReport, University of Maryland, Baltimore County, August 2010, 2563 downloads.
  4. V. Mulwad, "T2LD - An automatic framework for extracting, interpreting and representing tables as Linked Data", MastersThesis, UMBC, August 2010, 3621 downloads.
  5. Z. Syed, "Wikitology: A novel hybrid knowledge base derived from wikipedia", PhdThesis, University of Maryland, Baltimore County, August 2010, 1305 downloads.
  6. K. Viswanathan, "Text Based Similarity Metrics and Delta for Semantic Web Graphs", MastersThesis, UMBC, June 2010, 1639 downloads.
  7. Z. Syed and T. Finin, "Approaches for Automatically Enriching Wikipedia", InProceedings, Proceedings of the AAAI-2010 Workshop on Collaboratively-built Knowledge Sources and Artificial Intelligence, June 2010, 2570 downloads.
  8. Z. Syed and E. Viegas, "A Hybrid Approach to Unsupervised Relation Discovery Based on Linguistic Analysis and Semantic Typing", InProceedings, Proceedings of the First International Workshop on Formalisms and Methodology for Learning by Reading , June 2010, 1920 downloads.
  9. Z. Syed, E. Viegas, and S. Parastatidis, "Automatic Discovery of Semantic Relations using MindNet", InProceedings, Proceedings of the Seventh International Conference on Language Resources and Evaluation, May 2010, 2331 downloads.
  10. T. Finin and Z. Syed, "Creating and Exploiting a Web of Semantic Data", InProceedings, Proceedings of the Second International Conference on Agents and Artificial Intelligence, January 2010, 5651 downloads, 9 citations.

2009

  1. P. McNamee, M. Dredze, A. Gerber, N. Garera, T. Finin, J. Mayfield, C. Piatko, D. Rao, D. Yarowsky, and M. Dreyer, "HLTCOE Approaches to Knowledge Base Population at TAC 2009", InProceedings, Proceedings of the 2009 Text Analysis Conference, November 2009, 1558 downloads, 6 citations.
  2. T. Finin, Z. Syed, J. Mayfield, P. McNamee, and C. Piatko, "Using Wikitology for Cross-Document Entity Coreference Resolution", InProceedings, Proceedings of the AAAI Spring Symposium on Learning by Reading and Learning to Read, March 2009, 2924 downloads, 7 citations.
  3. J. Mayfield, D. Alexander, B. J. Dorr, J. Eisner, T. Elsayed, T. Finin, C. Fink, M. Freedman, N. Garera, P. McNamee, D. Oard, C. Piatko, Z. Syed, R. Weischedel, D. Yarowsky, and e., "Cross-Document Coreference Resolution: A Key Technology for Learning by Reading", InProceedings, Proceedings of the AAAI 2009 Spring Symposium on Learning by Reading and Learning to Read, March 2009, 3401 downloads, 6 citations.

2008

  1. T. Briggs, "Constraint Generation and Reasoning in OWL", PhdThesis, University of Maryland, Baltimore County, November 2008, 4543 downloads.
  2. J. Mayfield, B. J. Dorr, T. Finin, D. Oard, and C. Piatko, "Knowledge Base Evaluation for Semantic Knowledge Discovery", InProceedings, Proceedings of the NSF Sponsored Symposium Semantic Knowledge Discovery, Organization and Use, November 2008, 2604 downloads.
  3. O. Walavalkar, A. Joshi, T. Finin, and Y. Yesha, "Streaming Knowledge Bases", InProceedings, Proceedings of the Fourth International Workshop on Scalable Semantic Web knowledge Base Systems, October 2008, 4201 downloads, 4 citations.
  4. C. Fink, T. Finin, J. Mayfield, and C. Piatko, "OWL as a Target for Information Extraction Systems", InProceedings, OWLED 2008 DC, OWL: Experiences and Directions, April 2008, 2201 downloads.

2007

  1. O. Walavalkar, "Streaming Knowledge Bases", MastersThesis, University of Maryland, Baltimore County, August 2007, 4 citations.

2005

  1. S. Avancha, "A Holistic Approach to Secure Sensor Networks", PhdThesis, UMBC, August 2005, 3408 downloads.

2003

  1. L. Ding, L. Zhou, and T. Finin, "Trust Based Knowledge Outsourcing for Semantic Web Agents", InProceedings, Proceedings of the 2003 IEEE/WIC International Conference on Web Intelligence, October 2003, 3552 downloads, 47 citations.
  2. Y. Zou, T. Finin, L. Ding, H. Chen, and R. Pan, "Using Semantic web technology in Multi-Agent systems: a case study in the TAGA Trading agent environment", InProceedings, Proceeding of the 5th International Conference on Electronic Commerce, September 2003, 4144 downloads, 47 citations.
  3. Y. Zou, T. Finin, L. Ding, H. Chen, and R. Pan, "TAGA: Trading Agent Competition in Agentcities", InProceedings, Workshop on Trading Agent Design and Analysis, held at 18th Int. Joint Conf. on Artificial Intelligence,, August 2003, 93 downloads.

2002

  1. S. Cranefield, S. Willmott, and T. Finin, "Introduction to the special issue on ontologies in agent systems", Article, Knowledge Engineering Review, March 2002, 909 downloads.

2000

  1. T. Finin and B. Grosof, "Knowledge-Based Electronic Markets", Proceedings, AAAI Press, August 2000, 2 citations.
  2. H. Chen, T. Finin, A. Joshi, D. Chakraborty, and L. Xu, "Service Discovery in the Future Electronic Market", Article, Workshop on Knowledge-based Electronic Markets, AAAI-2000, July 2000, 2789 downloads, 30 citations.
  3. Y. K. Labrou and T. Finin, "History, State of the Art and Challenges for Agent Communication Languages", Article, Informatik/Informatique, January 2000, 2643 downloads, 9 citations.

1996

  1. T. Finin, Y. K. Labrou, and J. Mayfield, "Evaluating KQML as an agent communication language", InBook, Intelligent Agents II -- Agent Theories, Architectures, and Languages, January 1996, 2264 downloads, 47 citations.
  2. J. Mayfield, Y. K. Labrou, and T. Finin, "Evaluation of KQML as an Agent Communication Language", InCollection, Intelligent Agents Volume II - 1995 Workshop on Agent Theories, Architectures and Languages, January 1996, 159 downloads.

1995

  1. J. Mayfield, Y. K. Labrou, and T. Finin, "Desiderata for Agent Communication Languages", InProceedings, AAAI Spring Symposium on Information Gathering in Distributed Environments, March 1995, 95 downloads.

1994

  1. T. Finin, R. Fritzson, D. P. McKay, and R. McEntire, "KQML as an agent communication language", InProceedings, Proceedings of the third international conference on Information and knowledge management , October 1994, 3271 downloads, 2225 citations.
  2. T. Finin, D. P. McKay, R. Fritzson, and R. McEntire, "KQML - A Language and Protocol for Knowledge and Information Exchange", InBook, Knowledge Building and Knowledge Sharing, September 1994, 382 downloads.
  3. T. Finin, R. Fritzson, D. P. McKay, and R. McEntire, "KQML - A Language and Protocol for Knowledge and Information Exchange", InProceedings, 13th Int. Distributed Artificial Intelligence Workshop, July 1994, 1317 downloads.

1992

  1. R. Patil, R. Fikes, P. Patel-Schneider, D. P. McKay, T. Finin, T. Gruber, and R. Neches, "The DARPA Knowledge Sharing Effort: Progress Report", InProceedings, Proceedings of the Third International Conference on Principles Of Knowledge Representation And Reasoning, August 1992, 2998 downloads, 301 citations.
  2. T. Finin, R. Fritzson, and D. P. McKay, "A Language and Protocol to Support Intelligent Agent Interoperability", InProceedings, 4th National Symp. on Concurrent Engineering, CE & CALS, June 1992, 1062 downloads.

1991

  1. R. Neches, R. Fikes, T. Finin, T. Gruber, R. Patil, T. Senator, and W. Swartout, "Enabling Technology for Knowledge Sharing", Article, AI Magazine, August 1991, 2763 downloads, 1202 citations.
  2. T. Finin and J. McGuire, "Inheritance in Logic Programming Knowledge Bases", InBook, Inheritance Hierarchies in Knowledge Representation and Programming Languages, March 1991, 149 downloads.

1990

  1. R. J. Passonneau, C. Weir, T. Finin, and M. Palmer, "Integrating Natural Language Processing and Knowledge Based Processing", InProceedings, Proceedings of the National Conference on Artificial Intelligence, August 1990, 104 downloads.

1989

  1. T. Finin, R. Fritzson, R. McEntire, D. P. McKay, and A. O'Hare, "The intelligent system server: delivering AI to complex systems", InProceedings, IEEE International Workshop on Tools for Artificial Intelligence -- Architectures, Languages and Algorithms, October 1989, 1423 downloads.
  2. T. Finin and R. Fritzson, "How to serve knowledge, notes on the design of a knowledge base server", InProceedings, AAAI 1989 Spring Symposium on Knowledge System Development Tools and Languages, March 1989, 128 downloads.

1987

  1. R. Kass, R. Katriel, and T. Finin, "Breaking the Primitive Concept Barrier", InProceedings, Proceedings of the Third Conference on Artificial Intelligence Applications, February 1987, 105 downloads.

1986

  1. T. Finin, "Interactive classification: A technique for acquiring and maintaining knowledge bases", Article, Proceedings of the IEEE, October 1986, 2696 downloads, 19 citations.
  2. T. Finin and D. Silverman, "Interactive Classification as a Knowledge Acquisition Tool", InBook, Expert Data Base Systems, January 1986, 114 downloads.

1984

  1. T. Finin and D. Silverman, "Interactive classification: a technique for building and maintaining knowledge bases", InProceedings, IEEE Workshop on Principles of Knowledge-Based Systems, December 1984, 152 downloads.

Presentation

  1. Creating and Exploiting a Web of Semantic Data
  2. From Strings to Things: Populating Knowledge Bases from Text
  3. Modeling and using trust and provenance in the Semantic Web
  4. situational awareness for cybersecurity
  5. Sixty years of knowledge graphs for language understanding
  6. Text Based Similarity Metrics and Delta for Semantic Web Graphs
  7. WIkipedia as an ontology
  8. Wikitology: A Wikipedia Derived Knowledge Base
  9. Wikitology: Wikipedia as an ontology

Poster

  1. Generating Linked Data by inferring the semantics of tables

Masters Thesis

  1. Text and Ontology Driven Clinical Decision Support System

Source Code

  1. UMBC IOT Android client

Old Events

  1. From Strings to Things
    July 14, 2016
  2. Kelvin Information Extraction System
    November 2, 2015
  3. TABEL -- A Domain Independent and Extensible Framework for Inferring the Semantics of Tables
    January 8, 2015
  4. Infoboxer: Using Statistical and Semantic Knowledge to Help Create Wikipedia Infoboxes
    October 1, 2014
  5. Phd proposal: A Semantic Resolution Framework for Manufacturing Capability Data Integration
    May 14, 2013
  6. A Collaborative Approach to Situational Awareness for CyberSecurity
    April 29, 2013
  7. Text and Ontology Driven Clinical Decision Support System
    April 23, 2013
  8. PowerRelations: A Question Answering System for DBPedia
    April 26, 2011
  9. Extracting Information about Security Vulnerabilities from Web Text
    April 19, 2011
  10. Text Based Similarity Metrics and Deltas for Semantic Web Graphs
    October 5, 2010