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Past Projects

  1. Automatic Interpretation of Log Files
  2. Automatic Interpretation of Log Files
  3. iConnect
  4. Indian Election 2009

Publications

2023

  1. S. Devare, M. Koupaee, G. Gunapati, S. Ghosh, S. Vallurupalli, Y. K. Lal, F. Ferraro, N. Chambers, G. Durrett, R. Mooney, K. Erk, and N. Balasubramanian, "SAGEViz: SchemA GEneration and Visualization", InProceedings, Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, December 2023, 180 downloads.
  2. P. Ranade and A. Joshi, "FABULA: Intelligence Report Generation Using Retrieval-Augmented Narrative Construction", InProceedings, IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, November 2023, 222 downloads.
  3. S. Ghosh, M. Koupaee, I. Chen, F. Ferraro, N. Chambers, and N. Balasubramanian, "PASTA: A Dataset for Modeling PArticipant STAtes in Narratives", Article, Transactions of the Association for Computational Linguistics, November 2023, 223 downloads.
  4. A. Kotal, N. Das, and A. Joshi, "Knowledge Infusion in Privacy Preserving Data Generation", InProceedings, KDD Workshop on Knowledge-infused Learning, 29TH ACM SIGKDD,, August 2023, 339 downloads.
  5. S. R. Dipta, M. Rezaee, and F. Ferraro, "Semantically-informed Hierarchical Event Modeling", InProceedings, Proceedings of the 12th Joint Conference on Lexical and Computational Semantics, July 2023, 218 downloads.
  6. P. Ranade, "Knowledge-Embedded Narrative Construction from Open Source Intelligence", InProceedings, Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI-23) Doctoral Consortium, February 2023, 597 downloads.

2022

  1. S. Vallurupalli, S. Ghosh, K. Erk, N. Balasubramanian, and F. Ferraro, "POQue: Asking Participant-specific Outcome Questions for a Deeper Understanding of Complex Events", Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, December 2022, 314 downloads.
  2. P. Ranade, S. Dey, A. Joshi, and T. Finin, "Computational Understanding of Narratives: A Survey", Article, IEEE Access, September 2022, 543 downloads.
  3. S. Dey, B. R. Duff, and K. Karahalios, "Re-imagining the Power of Priming and Framing Effects in the Context of Political Crowdfunding Campaigns", InProceedings, CHI Conference on Human Factors in Computing Systems, April 2022, 291 downloads.
  4. A. Chio, D. Jiang, P. Gupta, G. Bouloukakis, R. Yus, S. Dixit, and N. Venkatasubramanian, "SmartSPEC: Customizable Smart Space Datasets via Event-driven Simulations", InProceedings, IEEE International Conference on Pervasive Computing and Communications (PerCom), March 2022, 270 downloads.
  5. A. Chio, D. Jiang, P. Gupta, G. Bouloukakis, R. Yus, S. Mehrotra, and N. Venkatasubramanian, "Artifact: SmartSPEC: Customizable Smart Space Datasets via Event-driven Simulations", InProceedings, 20th International Conference on Pervasive Computing and Communications, March 2022, 233 downloads.
  6. M. Halem, a. kochanski, J. Mandel, P. Nguyen, R. Atlas, Z. Yang, A. Bargteil, J. Sleeman, V. Caicedo, B. Demoz, D. Chapman, and K. Patel, "A Machine Learning Plume-Resolving Model Implementation over North America for Mega-Wildland Fire Smoke Impacts on Distant Planetary Boundary Layers", InProceedings, 102nd American Meteorological Society Annual Meeting, January 2022.

2021

  1. M. Halem, K. Patel, Z. Yang, and J. Sleeman, "The Use of Machine Learning to Infer the Transport Influence of US West Coast WildFires on the US East Coast Planetary Boundary Layer", InProceedings, AGU Fall Meeting 2021, December 2021.
  2. S. Dasgupta, A. Piplai, P. Ranade, and A. Joshi, "Cybersecurity Knowledge Graph Improvement with Graph Neural Networks", InProceedings, International Conference on Big Data, December 2021, 590 downloads.
  3. J. Sleeman, I. Stajner, C. Keller, M. Halem, C. Hamer, R. Montuoro, B. Baker, and e., "The Integration of Artificial Intelligence for Improved Operational Air Quality Forecasting", InProceedings, AGU Fall Meeting 2021, December 2021.
  4. S. Chukkapalli, P. Ranade, S. Mittal, and A. Joshi, "A Privacy Preserving Anomaly Detection Framework for Cooperative Smart Farming Ecosystem", InProceedings, IEEE International Conference on Trust, Privacy and Security in Intelligent Systems, and Applications, November 2021, 563 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, 538 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, 974 downloads.
  3. T. W. Satyapanich, F. Ferraro, and T. Finin, "CASIE: Extracting Cybersecurity Event Information from Text", InProceedings, Proceeding of the 34th AAAI Conference on Artificial Intelligence, February 2020, 2109 downloads.

2019

  1. T. W. Satyapanich, T. Finin, and F. Ferraro, "Extracting Rich Semantic Information about Cybersecurity Events", InProceedings, Second Workshop on Big Data for CyberSecurity, held in conjunction with the IEEE Int. Conf. on Big Data, December 2019, 1022 downloads.
  2. T. W. Satyapanich, "Modeling and Extracting Information about Cybersecurity Events from Text", PhdThesis, University of Maryland, Baltimore County, December 2019, 782 downloads.
  3. A. Padia, "Joint Models to Refine Knowledge Graphs", PhdThesis, University of Maryland, Baltimore County, December 2019, 444 downloads.
  4. A. Padia, "Joint Models to Refine Knowledge Graphs", PhdThesis, October 2019, 889 downloads.

2018

  1. S. N. Narayanan, A. Ganesan, K. P. Joshi, T. Oates, A. Joshi, and T. Finin, "Early Detection of Cybersecurity Threats Using Collaborative Cognition", InProceedings, Proceedings of the 4th IEEE International Conference on Collaboration and Internet Computing (CIC), October 2018, 3447 downloads.
  2. M. Mitchell, F. Ferraro, and I. Misra, "Proceedings of the First Workshop on Storytelling", Proceedings, Association for Computational Linguistics, June 2018, 589 downloads.

2017

  1. C. Grasso, "A Semantically Rich Cognitive Search Assistant For Clinical Notes", PhdThesis, UMBC, April 2017, 1209 downloads.

2016

  1. K. Khanna, R. Bose, and A. Joshi, "On Detecting False Data Injection with Limited Network Information using Statistical Techniques", InProceedings, IEEE Power and Energy Society General Meeting, Chicago, 2017, November 2016, 932 downloads.
  2. S. Mittal, P. K. Das, V. Mulwad, A. Joshi, and T. Finin, "CyberTwitter: Using Twitter to generate alerts for Cybersecurity Threats and Vulnerabilities", InProceedings, IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), August 2016, 4262 downloads.
  3. P. Nimbalkar, V. Mulwad, N. Puranik, A. Joshi, and T. Finin, "Semantic Interpretation of Structured Log Files", InProceedings, 17th IEEE International Conference on Information Reuse and Integration, July 2016, 1297 downloads.
  4. C. Grasso, A. Joshi, and E. Siegel, "Visualization of Pain Severity Events Using Semantic Structures", InProceedings, 10th International Conference on Semantic Computing, February 2016, 1109 downloads.

2015

  1. P. Nimbalkar, "Semantic Interpretation of Structured Log Files", MastersThesis, University of Maryland, Baltimore County, August 2015, 1096 downloads.
  2. A. A. Krisnadhi, R. Arko, S. Carbotte, C. Chandler, M. Cheatham, T. Finin, P. Hitzler, K. Janowicz, T. Narock, L. Raymond, and P. Wiebe, "Ontology Pattern Modeling for Cross-Repository Data Integration in the Ocean Sciences: The Oceanographic Cruise Example", InBook, The Semantic Web in Earth and Space Science: Current Status and Future Directions, June 2015, 1418 downloads.

2014

  1. 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, 993 downloads.
  2. 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, 263 downloads.

2013

  1. P. Sharma, A. Joshi, and T. Finin, "Detecting Data Exfiltration by Integrating Information Across Layers", InProceedings, 14th IEEE International Conference on Information Reuse and Integration, August 2013, 1982 downloads.
  2. H. Lamba, P. Kumaraguru, and A. Joshi, "Faking Sandy: Characterizing and Identifying Fake Images on Twitter during Hurricane Sandy", InProceedings, Second International Workshop on Privacy and Security in Online Social Media (PSOSM), May 2013, 4127 downloads.

2012

  1. A. Joshi and P. Kumaraguru, "Identifying and characterizing user communities on Twitter during crisis events", InProceedings, Proceedings of the 2012 workshop on Data-driven user behavioral modelling and mining from social media, October 2012, 1618 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, 4755 downloads.

2011

  1. A. Iyengar, T. Finin, and A. Joshi, "Content-based prediction of temporal boundaries for events in Twitter", InProceedings, Proceedings of the Third IEEE International Conference on Social Computing, October 2011, 2218 downloads.

2010

  1. A. Karandikar, "Clustering short status messages: A topic model based approach", MastersThesis, University of Maryland, Baltimore County, July 2010, 10449 downloads.

2009

  1. K. Burton, A. Java, and I. Soboroff, "The ICWSM 2009 Spinn3r Dataset", InProceedings, Third Annual Conference on Weblogs and Social Media (ICWSM 2009), May 2009, 24 citations.

2008

  1. 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, 4299 downloads, 4 citations.
  2. 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, 2268 downloads.

2007

  1. T. Finin, J. Gama, R. Grossman, D. Lambert, H. Liu, K. Liu, O. Nasraoui, L. Singh, J. Srivastava, and W. Wang, "National Science Foundation Symposium on Next Generation of Data Mining and Cyber-Enabled Discovery for Innovation (NGDM’07): Final Report", TechReport, October 2007, 25 downloads.
  2. O. Walavalkar, "Streaming Knowledge Bases", MastersThesis, University of Maryland, Baltimore County, August 2007, 4 citations.
  3. S. Agarwal, A. Joshi, T. Finin, Y. Yesha, and T. Ganous, "A Pervasive Computing System for the Operating Room of the Future", Article, Mobile Networks and Applications, August 2007, 3817 downloads.
  4. P. Ordonez, P. A. Kodeswaran, V. Korolev, W. Li, O. Walavalkar, A. Joshi, T. Finin, Y. Yesha, and I. George, "A Ubiquitous Context-Aware Environment for Surgical Training", InProceedings, Proceedings of the 4th Annual International Conference on Mobile and Ubiquitous Systems, August 2007, 2597 downloads, 1 citation.

2006

  1. S. Agarwal, A. Joshi, T. Finin, and Y. Yesha, "A Pervasive Computing System for the Operating Room of the Future", TechReport, University of Maryland, Baltimore County, September 2006, 4828 downloads.
  2. S. Agarwal, A. Joshi, and T. Finin, "Context-Aware System to Create Electronic Medical Records", TechReport, July 2006, 3347 downloads.
  3. S. Agarwal, "Context-Aware System to Create Electronic Medical Encounter Records", MastersThesis, May 2006, 2933 downloads, 2 citations.
  4. A. Java, P. Kolari, T. Finin, and T. Oates, "Modeling the Spread of Influence on the Blogosphere", TechReport, UMBC TR-CS-06-03, March 2006, 20590 downloads, 47 citations.

2005

  1. H. Chen, T. Finin, and A. Joshi, "The SOUPA Ontology for Pervasive Computing", InBook, Ontologies for Agents: Theory and Experiences, July 2005, 6355 downloads, 70 citations.

2004

  1. H. Chen, F. Perich, T. Finin, and A. Joshi, "SOUPA: Standard Ontology for Ubiquitous and Pervasive Applications", InProceedings, International Conference on Mobile and Ubiquitous Systems: Networking and Services, August 2004, 12007 downloads, 342 citations.
  2. H. Chen, T. Finin, and A. Joshi, "The SOUPA Ontology for Pervasive Computing", InBook, Ontologies for agents: Theory and experiences, April 2004, 2029 downloads, 70 citations.
  3. A. Kunjithapatham, "Personal Agents on Semantic Web", MastersThesis, UMBC, January 2004.

2003

  1. H. Chen, T. Finin, and A. Joshi, "An Ontology for Context-Aware Pervasive Computing Environments", Article, Knowledge Engineering Review (Special Issue on Ontologies for Distributed Systems), September 2003, 8028 downloads, 614 citations.
  2. H. Chen, T. Finin, and A. Joshi, "An Ontology for Context-Aware Pervasive Computing Environments", Article, Workshop on Ontologies and Distributed Systems, August 2003, 7814 downloads, 614 citations.
  3. H. Chen, T. Finin, and A. Joshi, "Using OWL in a Pervasive Computing Broker", Article, Workshop on Ontologies in Agent Systems, AAMAS-2003, July 2003, 3509 downloads, 99 citations.

2002

  1. L. Kagal, "Rei : A Policy Language for the Me-Centric Project", TechReport, HP Labs, September 2002, 4258 downloads.

1999

  1. Y. Peng, T. Finin, Y. K. Labrou, R. S. Cost, B. Chu, J. Long, J. Long, and A. Boughannam, "An agent-based approach for manufacturing integration: The CIIMPLEX experience", Article, Applied Artificial Intelligence, January 1999, 1465 downloads.

1998

  1. Y. Peng, T. Finin, Y. K. Labrou, B. Chu, J. Long, W. Tolone, and A. Boughannam, "A multi-agent system for enterprise integration", Article, International Journal of Agile Manufacturing, December 1998, 2599 downloads, 81 citations.

1997

  1. R. S. Cost, I. Soboroff, J. Lakhani, T. Finin, and E. Miller, "TKQML: A Scripting Tool for Building Agents", InProceedings, 4th International conference on Agent Theories, Architectures, and Languages, July 1997, 1077 downloads.

Presentation

  1. Domain-based computational approaches to understand the molecular basis of diseases
  2. Making the Semantic Web Easier to Use for Sharing Science Data
  3. Representing probabilistic relations in RDF
  4. Understanding RSM: Relief Social Media

Old Events

  1. Modeling and Extracting information about Cybersecurity Events from Text
    May 16, 2017
  2. Generative Adversarial Networks, An Introduction
    February 1, 2017
  3. Cloud based Active Archiving Solution for Databases
    November 30, 2012
  4. Situation Aware Intrusion Detection Model
    April 19, 2012
  5. Visiting students' presentations - Social Media Analytics
    February 16, 2012
  6. Semantic Web Meetup
    November 15, 2011
  7. Estimating Temporal Boundaries For Events Using Social Media Data
    June 15, 2011
  8. Towards Cooperative Autonomous Resilient Defenses in Cyberspace
    October 22, 2010
  9. Clustering short status messages: a topic model based approach
    July 26, 2010
  10. Understanding RSM: Relief Social Media
    September 15, 2009