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Active Projects

  1. ALDA: Automated Legal Document Analytics

Past Projects

  1. Allia: Alliance-based Service Discovery
  2. An Agent Based Distributed Computing System using XReggie and Ronin
  3. Anamika: Distributed Service Discovery and Composition for Pervasive Environments
  4. DAML / ITTalks
  5. DReggie: Semantic Service Discovery Infrastructure
  6. Enabling Peer-to-Peer Resource Discovery in Agent Environment
  7. MGI Semantic Data
  8. MoGATU: Data Management in Pervasive Computing Environments
  9. Semantic Cloud Services Framework
  10. Semantic Discovery: Discovering Complex Relationships in Semantic Web
  11. Semantic Service Discovery in Bluetooth

Publications

2023

  1. V. S. Kumar, V. Mulwad, J. W. Williams, T. Finin, S. Dixit, and A. Joshi, "Knowledge Graph-driven Tabular Data Discovery from Scientific Documents", InProceedings, Joint Workshops at 49th International Conference on Very Large Data Bases (VLDBW’23) — TaDA’23: Tabular Data Analysis Workshop, September 2023, 340 downloads.
  2. V. Mulwad, V. S. Kumar, J. W. Williams, T. Finin, S. Dixit, and A. Joshi, "Towards Semantic Exploration of Tables in Scientific Documents", InProceedings, Workshop on Semantic Technologies for Scientific, Technical and Legal Data, Extended Semantic Web Conference, May 2023, 363 downloads.

2022

  1. R. Ayanzadeh and M. Halem, "Quantum: A New Kind of Knowledge Discovery", InBook, Convergence: Artificial Intelligence and Quantum Computing: Social, Economic, and Policy Impacts, November 2022, 190 downloads.

2021

  1. J. Sleeman, T. Finin, and M. Halem, "Understanding Cybersecurity Threat Trends through Dynamic Topic Modeling", Article, Frontiers in Big Data, June 2021, 227 downloads.

2020

  1. Z. Boukouvalas, C. Mallinson, E. Crothers, N. Japkowicz, A. Piplai, S. Mittal, A. Joshi, and T. Adali, "Independent Component Analysis for Trustworthy Cyberspace during High Impact Events: An Application to Covid-19", Article, arXiv:2006.01284 [cs.LG], June 2020, 373 downloads.
  2. J. Sleeman, T. Finin, and M. Halem, "Temporal Understanding of Cybersecurity Threats", InProceedings, IEEE International Conference on Big Data Security on Cloud, May 2020, 806 downloads.

2018

  1. J. Sleeman, T. Finin, and M. Halem, "Ontology-Grounded Topic Modeling for Climate Science Research", InCollection, Emerging Topics in Semantic Technologies. ISWC 2018 Satellite Events, October 2018, 888 downloads.

2017

  1. B. Van Durme, T. Lippincott, K. Duh, D. Burchfield, A. Poliak, C. Costello, T. Finin, S. Miller, J. Mayfield, P. Koehn, C. Harmon, D. Lawrie, C. May, M. Thomas, A. Carrell, and J. Chaloux, "CADET: Computer Assisted Discovery Extraction and Translation", InProceedings, 8th International Joint Conference on Natural Language Processing (System Demonstrations), November 2017, 767 downloads.
  2. A. L. Kashyap, "Deep Representation of Lyrical Style and Semantics for Music Recommendation", PhdThesis, University of Maryland, Baltimore County, May 2017, 321 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, 1345 downloads.
  2. K. P. Joshi, A. Gupta, S. Mittal, C. Pearce, A. Joshi, and T. Finin, "ALDA : Cognitive Assistant for Legal Document Analytics", InProceedings, AAAI Fall Symposium 2016, September 2016, 1199 downloads.

2015

  1. A. Kench, V. P. Janeja, Y. Yesha, N. Rishe, M. A. Grasso, and A. Niskar, "Clinico-genomic Data Analytics for Precision Diagnosis and Disease Management", InProceedings, International Conference on Healthcare Informatics (ICHI), November 2015, 1227 downloads.
  2. Y. Feng, V. P. Janeja, Y. Yesha, N. Rishe, M. A. Grasso, and A. Niskar, "Poster: Classifying primary outcomes in rheumatoid arthritis: Knowledge discovery from clinical trial metadata", InProceedings, 2015 IEEE 5th International Conference on Computational Advances in Bio and Medical Sciences (ICCABS), November 2015, 910 downloads.
  3. 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, 883 downloads.

2014

  1. T. Narock, A. A. Krisnadhi, P. Hitzler, M. Cheatham, R. Arko, S. Carbotte, A. Shepherd, C. Chandler, L. Raymond, P. Wiebe, and T. Finin, "The OceanLink Project", InProceedings, IEEE International Conference on Big Data, December 2014, 1099 downloads.
  2. R. Yus, P. Pappachan, P. K. Das, T. Finin, A. Joshi, and E. Mena, "Semantics for Privacy and Shared Context", InProceedings, Second International Workshop on Society, Privacy and the Semantic Web - Policy and Technology (PrivOn 2014), Riva del Garda (Italy), October 2014, October 2014, 1262 downloads.
  3. A. A. Krisnadhi, R. Arko, S. Carbotte, C. Chandler, M. Cheatham, T. Finin, P. Hitzler, K. Janowicz, T. Narock, L. Raymond, A. Shepherd, and P. Wiebe, "An Ontology Pattern for Oceanograhic Cruises: Towards an Oceanograhper's Dream of Integrated Knowledge Discovery", TechReport, June 2014, 885 downloads.
  4. K. P. Joshi, M. Halem, Y. Yesha, J. E. Dorband, and e., "USM Community Cloud: VCL-based Academic Cloud", InProceedings, 2nd International IBM Cloud Academy Conference ICA CON 2014, Atlanta, May 2014, 2119 downloads.
  5. K. P. Joshi, Y. Yesha, and T. Finin, "Automating Cloud Services Lifecycle through Semantic technologies", Article, IEEE Transactions on Service Computing, January 2014, 2263 downloads.
  6. A. A. Krisnadhi, R. Arko, S. Carbotte, C. Chandler, T. Finin, M. Cheatham, P. Hitzler, K. Janowicz, T. Narock, L. Raymond, A. Shepherd, and P. Wiebe, "An Ontology Pattern for Oceanographic Cruises: Towards an Oceanographer's Dream of Integrated Knowledge Discovery", TechReport, Wright State University, January 2014, 157 downloads.

2013

  1. J. Lee, K. Jung, B. Kim, Y. Peng, and H. Cho, "Semantic web-based supplier discovery system for building a long-term supply chain", Article, International Journal of Computer Integrated Manufacturing, November 2013.
  2. K. P. Joshi, Y. Yesha, T. Finin, and Y. Yesha, "A policy-based cloud broker for the VCL platform", Article, International Journal of Cloud Computing, January 2013, 1760 downloads.

2012

  1. K. P. Joshi, Y. Yesha, T. Finin, and A. Joshi, "Policy based Cloud Services on a VCL platform", InProceedings, Proceedings of the first International IBM Cloud Academy Conference (ICA CON 2012), April 2012, 2828 downloads.
  2. V. Agrawal, L. Shastri, M. Singh, and T. Finin, "Activity Context Representation: Techniques and Languages", InProceedings, February 2012, 99 downloads.

2011

  1. C. Lee, Y. H. Lee, Y. Peng, and H. Cho, "A Supplier Discovery Framework For Effective And Efficient Configuration Of A Supply Chain", Article, International Journal of Industrial Engineering,, November 2011, 1520 downloads.
  2. K. P. Joshi, "DC Proposal: Automation of Service Lifecycle on the Cloud by Using Semantic Technologies", InProceedings, Proceedings of tenth International Semantic Web Conference, Part II, October 2011, 1636 downloads.
  3. Y. Kang, J. Kim, and Y. Peng, "Extensible Dynamic Form Approach for Supplier Discovery", InProceedings, Proceedings of the IEEE International Conference on Information Reuse and Integration, August 2011, 1581 downloads.
  4. K. P. Joshi, T. Finin, and Y. Yesha, "A Semantic Approach to Automate Service Management in the Cloud", TechReport, UMBC Tech report TR-CS-11-02, June 2011, 1326 downloads.

2010

  1. Z. Syed, "Wikitology: A novel hybrid knowledge base derived from wikipedia", PhdThesis, University of Maryland, Baltimore County, August 2010, 1263 downloads.
  2. R. Schauer and A. Joshi, "A Probabilistic Approach to Distributed System Management", InProceedings, Proceedings of the Seventh International Conference on Autonomic Computing, June 2010, 1775 downloads.
  3. 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, 1890 downloads.
  4. 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, 2300 downloads.
  5. K. P. Joshi, T. Finin, and Y. Yesha, "Integrated Lifecycle of IT Services in a Cloud Environment (Detailed paper)", InProceedings, In proceedings of The Third International Conference on the Virtual Computing Initiative (ICVCI 2009), April 2010, 3012 downloads.

2009

  1. K. P. Joshi, T. Finin, and Y. Yesha, "Integrated Lifecycle of IT Services in a Cloud Environment (extended abstract)", InProceedings, In proceedings of The Third International Conference on the Virtual Computing Initiative (ICVCI 2009), October 2009, 2149 downloads.

2008

  1. 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, 2561 downloads.

2007

  1. C. Parr, J. Sachs, L. Han, T. Wang, and T. Finin, "RDF123 and Spotter: Tools for generating OWL and RDF for biodiversity data in spreadsheets and unstructured text", InProceedings, Proceedings of Biodiversity Information Standards Annual Conference (TDWG 2007), October 2007, 2120 downloads, 3 citations.

2006

  1. C. Parr, J. Sachs, A. Parafiynyk, T. Wang, R. Espinosa, and T. Finin, "ETHAN: the Evolutionary Trees and Natural History Ontology", TechReport, TR-EBQ-320-2006, November 2006, 4542 downloads, 1 citation.
  2. D. Chakraborty, A. Joshi, Y. Yesha, and T. Finin, "Toward Distributed Service Discovery in Pervasive Computing Environments", Article, IEEE Transactions on Mobile Computing , February 2006, 3005 downloads, 142 citations.

2005

  1. L. Ding, A. Joshi, Y. Peng, R. Pan, P. Reddivari, and T. Finin, "Search on the Semantic Web", TechReport, TR-CS-05-09, September 2005, 10547 downloads.
  2. S. Avancha, "A Holistic Approach to Secure Sensor Networks", PhdThesis, UMBC, August 2005, 3368 downloads.
  3. D. Chakraborty, A. Joshi, T. Finin, and Y. Yesha, "Service Composition for Mobile Environments", Article, Journal on Mobile Networking and Applications, Special Issue on Mobile Services, January 2005, 4841 downloads, 67 citations.

2004

  1. M. Sheshagiri, "Automatic Composition and Invocation of Semantic Web Services", MastersThesis, UMBC, August 2004, 2818 downloads, 11 citations.
  2. L. Ding, P. Kolari, S. Ganjugunte, T. Finin, and A. Joshi, "Modeling and Evaluating Trust Network Inference", InProceedings, Seventh International Workshop on Trust in Agent Societies at AAMAS 2004, July 2004, 4888 downloads, 31 citations.
  3. D. Chakraborty, A. Joshi, Y. Yesha, and T. Finin, "Towards Distributed Service Discovery in Pervasive Computing Environments", Article, IEEE Transactions on Mobile Computing, July 2004, 3753 downloads, 29 citations.
  4. V. Parekh, J. (. Gwo, and T. Finin, "Ontology based Semantic Metadata for GeoScience Data", InProceedings, Proceedings of the International Conference on Information and Knowledge Engineering, June 2004, 5613 downloads, 1 citation.
  5. D. Chakraborty, "Service Discovery and Compsition in Pervasive Environments", PhdThesis, Ph.D. Thesis, June 2004, 4350 downloads, 8 citations.
  6. D. Chakraborty, A. Joshi, and Y. Yesha, "Integrating Service Discovery with Routing and Session Management for Ad hoc Networks", Article, Ad Hoc Networks Journal by Elsevier Science, March 2004, 3791 downloads, 9 citations.
  7. D. Chakraborty, A. Joshi, and Y. Yesha, "Integrating service discovery with routing and session management for ad-hoc networks", Article, Ad Hoc Networks, March 2004, 27 downloads, 26 citations.
  8. D. Chakraborty, A. Shenoi, Y. Yesha, Y. Yesha, and A. Joshi, "A Queueing Theoretic Model for Service Discovery in Ad-hoc Networks", InProceedings, Communication Networks and Distributed Systems Modeling and Simulation Conference (CNDS), January 2004, 3241 downloads, 6 citations.
  9. A. Kunjithapatham, "Personal Agents on Semantic Web", MastersThesis, UMBC, January 2004.

2003

  1. O. V. Ratsimor, D. Chakraborty, A. Joshi, T. Finin, and Y. Yesha, "Service Discovery in Agent-based in Pervasive Computing Environments", Article, Journal on Mobile Networking and Applications, November 2003, 3228 downloads, 38 citations.
  2. F. Perich, A. Cedilnik, L. Kagal, and A. Joshi, "A Secure Infrastructure for Service Discovery and Access in Pervasive Computing", Article, ACM Monet: Special Issue on Security in Mobile Computing Environments, October 2003, 4458 downloads, 44 citations.
  3. Y. Zou, T. Finin, L. Ding, H. Chen, and R. Pan, "TAGA: Travel Market Framework in Agentcities (Demonstration)", InProceedings, Proceedings of the 18th International Joint Conference on Artificial Intelligence, August 2003, 69 downloads.
  4. D. Chakraborty, A. Joshi, Y. Yesha, and T. Finin, "Towards Distributed Service Discovery in Pervasive Computing Environments", Article, IEEE Transactions on Mobile Computing, June 2003, 3568 downloads.
  5. V. Hingne, A. Joshi, T. Finin, H. Kargupta, and E. N. Houstis, "Towards a Pervasive Grid", InProceedings, Proceedings of the Int. Parallel and Distributed Processing Symposium , April 2003, 1530 downloads.
  6. S. Avancha, P. D'Souza, F. Perich, A. Joshi, and Y. Yesha, "P2P M-Commerce in Pervasive Environments", Article, ACM SIGecom Exchanges, January 2003, 4952 downloads, 16 citations.
  7. E. Perlman and A. Java, "Predictive Mining of Time Series Data in Astronomy", Article, Astronomical Data Analysis Software and Systems XII ASP Conference Series, January 2003, 2479 downloads, 12 citations.

2002

  1. D. Chakraborty, F. Perich, A. Joshi, T. Finin, and Y. Yesha, "A Reactive Service Composition Architecture for Pervasive Computing Environments", InProceedings, Seventh Personal Wireless Communications Conference (PWC 2002), October 2002, 4326 downloads, 82 citations.
  2. O. V. Ratsimor, D. Chakraborty, S. Tolia, D. Khushraj, A. Kunjithapatham, A. Joshi, T. Finin, and Y. Yesha, "Allia: Alliance-based Service Discovery for Ad-Hoc Environments", InProceedings, ACM Mobile Commerce Workshop, September 2002, 3076 downloads, 132 citations.
  3. D. Chakraborty, A. Joshi, T. Finin, and Y. Yesha, "GSD: A Novel Group-based Service Discovery Protocol for MANETs", InProceedings, 4th IEEE Conference on Mobile and Wireless Communications Networks (MWCN), September 2002, 4171 downloads, 218 citations.
  4. N. Srinivasan and T. Finin, "Enabling Peer-to-Peer Resource Discovery in Agent Environment", InProceedings, Challenges in Open Agent Systems / AAMAS 2002, July 2002, 2910 downloads, 1 citation.
  5. S. Avancha, A. Joshi, and T. Finin, "Enhanced Service Discovery in Bluetooth", Article, IEEE Computer, June 2002, 2933 downloads, 61 citations.
  6. A. Joshi, T. Finin, and Y. Yesha, "Me-Services: A Framework for Secure & Personalized Discovery, Composition and Management of Services in Pervasive Environments", InProceedings, International Workshop on Web Services, E-Business, and the Semantic Web, May 2002, 805 downloads.
  7. A. Joshi, T. Finin, and Y. Yesha, "Me-Services: A Framework for Secure and Personalized Discovery, Composition and Management of Services in Pervasive Environments", InProceedings, Proceedings of the Web Services, E-Business, and the Semantic Web Workshop, May 2002, 55 downloads.
  8. D. Chakraborty, F. Perich, A. Joshi, T. Finin, and Y. Yesha, "A Reactive Service Composition Architecture for Pervasive Computing Environments", TechReport, University of Maryland, Baltimore County, March 2002, 4586 downloads.
  9. D. Chakraborty, F. Perich, S. Avancha, and A. Joshi, "An Agent Discovery Architecture Using Ronin and DReggie", InProceedings, First GSFC/JPL Workshop on Radical Agent Concepts (WRAC), January 2002, 3898 downloads, 6 citations.
  10. A. Joshi, T. Finin, and Y. Yesha, "Agents, Mobility, and M-services: Creating the Next Generation Applications and Infrastructure on Mobile Ad-Hoc Networks", InBook, Developing an Infrastructure for Mobile and Wireless Systems, January 2002, 835 downloads.

2001

  1. S. Avancha, D. Chakraborty, L. Kagal, F. Perich, A. Joshi, T. Finin, and Y. Yesha, "An Integrated Architecture for Secure Information Discovery, Composition and Management in Pervasive Environments", TechReport, December 2001, 64 downloads.
  2. D. Chakraborty, F. Perich, S. Avancha, and A. Joshi, "DReggie: Semantic Service Discovery for M-Commerce Applications", InProceedings, Workshop on Reliable and Secure Applications in Mobile Environment, In Conjunction with 20th Symposium on Reliable Distributed Systems (SRDS), October 2001, 5821 downloads, 96 citations.
  3. A. Cedilnik, L. Kagal, F. Perich, and A. Joshi, "A Secure Infrastructure for Service Discovery and Access in Pervasive Computing", TechReport, University of Maryland, Baltimore County, August 2001, 4430 downloads.
  4. S. Avancha, A. Joshi, and T. Finin, "Enhancing the Bluetooth Service Discovery Protocol", TechReport, University of Maryland, Baltimore County, August 2001, 1928 downloads.
  5. O. V. Ratsimor, V. Korolev, A. Joshi, T. Finin, and Y. Yesha, "Agents2Go: An Infrastructure for Location-Dependent Service Discovery in the Mobile Electronic Commerce Environment", InProceedings, ACM Mobile Commerce Workshop, July 2001, 5264 downloads, 39 citations.
  6. H. Chen, A. Joshi, and T. Finin, "Dynamic Service Discovery for Mobile Computing: Intelligent Agents Meet Jini in the Aether", Article, Cluster Computing, February 2001, 3857 downloads, 69 citations.

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, 2746 downloads, 30 citations.

1999

  1. D. Chakraborty and H. Chen, "Service Discovery in The Future for Mobile Commerce", Article, ACM Crossroads, November 1999, 3270 downloads, 47 citations.
  2. L. Kagal, V. Korolev, A. Joshi, T. Finin, and Y. Yesha, "A Highly Adaptable Infrastructure for Service Discovery and Management in Ubiquitous Computing", TechReport, Technical Report, TR CS-01-06, November 1999, 242 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, 361 downloads.

Presentation

  1. Blackbook3: A Graph Analytic Processing Platform For The Semantic Web
  2. DDRE: Managing the Assured Information Sharing Lifecycle
  3. Enabling Peer-to-Peer Resource Discovery in Agent Environment
  4. Framework for Managing the Assured Information Sharing Lifecycle
  5. Research challenges for "The web, semantics and data mining"
  6. Semantically Rich, Policy Based Framework to Automate Lifecycle of Cloud Based Services
  7. Semantics for Privacy and Context
  8. SmartER Semantic Cloud Sevices

Web Site

  1. MoGATU

Poster

  1. SEMDIS poster (March 2005)
  2. SEMDIS: Knowledge Discovery in the Semantic Web

Old News

  1. Finin to serve as editor-in-chief of Journal of Web Semantics
    September 1, 2005
  2. UMBC ebiquity group launches four new PhDs
    December 23, 2004
  3. Three new PhDs
    May 19, 2004

Old Events

  1. Kelvin Information Extraction System
    November 2, 2015
  2. Semantics for Privacy and Context
    October 20, 2014
  3. Semantic Web Meetup
    November 15, 2011
  4. Automation of Service lifecycle on the Cloud by using Semantic technologies
    October 18, 2011
  5. MD Semantic Web Meetup: semantic integration frameworks
    September 23, 2011
  6. A Security Framework to Cope With Node Misbehaviors in Mobile Ad Hoc Networks
    June 14, 2011
  7. Framework for an Integrated Lifecycle of Services on the Cloud
    October 12, 2010
  8. Wikitology: A Novel Hybrid Knowledge Base Derived from Wikipedia
    July 19, 2010
  9. A Hybrid Approach to Unsupervised Relation Discovery via Linguistic Analysis, Entropy-based Label Ranking and Semantic Typing
    October 27, 2009
  10. Data Integration Using Correlated Concepts
    October 13, 2009

Old Conferences

  1. ACM SIGMOD/PODS 2004 Conference
    June 13, 2004