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Tags: semantics

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Past Projects

  1. Automatic Interpretation of Log Files
  2. Automatic Interpretation of Log Files
  3. Graph of Relations
  4. MTLD: Interpreting Medical Tables as Linked Data
  5. SemNews
  6. Swoogle
  7. Tables to Linked Data
  8. UMBC OntoMapper: A Tool For Mapping Between Two Ontologies

Publications

2024

  1. H. Oh, B. (. Kulvatunyou, A. Jones, and T. Finin, "Employing Word-Embedding for Schema Matching in Standard Lifecycle Management", Article, Journal of Industrial Information Integration, March 2024, 271 downloads.

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, 736 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, 627 downloads.
  3. 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, 162 downloads.

2022

  1. V. Rawte, K. Roy, M. Chakraborty, M. Gaur, K. Faldu, P. Kikani, H. Akbari, and A. Sheth, "TDLR: Top (Semantic)-Down (Syntactic) Language Representation", InProceedings, Attention Workshop, 36th Conference on Neural Information Processing Systems (NeurIPS 2022), November 2022, 258 downloads.

2021

  1. N. Pillai, C. Matuszek, and F. Ferraro, "Neural Variational Learning for Grounded Language Acquisition", InProceedings, IEEE International Conference on Robot & Human Interactive Communication (RO-MAN), August 2021, 277 downloads.

2020

  1. S. N. Narayanan, A. Joshi, and R. Bose, "ABATe: Automatic Behavioral Abstraction Technique to Detect Anomalies in Smart Cyber-Physical Systems", InProceedings, IEEE Transactions on Dependable and Secure Computing, October 2020, 720 downloads.

2019

  1. A. Padia, "Joint Models to Refine Knowledge Graphs", PhdThesis, University of Maryland, Baltimore County, December 2019, 432 downloads.
  2. A. Padia, "Joint Models to Refine Knowledge Graphs", PhdThesis, October 2019, 867 downloads.
  3. A. S. White, E. Stengel-Eskin, S. Vashishtha, V. Govindarajan, D. Reisinger, T. Vieira, K. Sakaguchi, S. Zhang, F. Ferraro, R. Rudinger, K. Rawlins, and B. Van Durme, "The Universal Decompositional Semantics Dataset and Decomp Toolkit", Article, arXiv:1909.13851 [cs.CL], September 2019, 417 downloads.
  4. N. Pillai, F. Ferraro, and C. Matuszek, "Deep Learning for Category-Free Grounded Language Acquisition", NAACL Workshop on Spatial Language Understanding and Grounded Communication for Robotics, June 2019, 417 downloads.

2018

  1. A. Padia, F. Ferraro, and T. Finin, "SURFACE: Semantically Rich Fact Validation with Explanations", InCollection, arXiv, November 2018, 632 downloads.
  2. M. M. Rahman and T. Finin, "Understanding and representing the semantics of large structured documents", InProceedings, Proceedings of the 4th Workshop on Semantic Deep Learning (SemDeep-4, ISWC), October 2018, 913 downloads.

2017

  1. F. Ferraro, A. Poliak, R. Cotterell, and B. Van Durme, "Frame-Based Continuous Lexical Semantics through Exponential Family Tensor Factorization and Semantic Proto-Roles", InProceedings, Proceedings of the Sixth Joint Conference on Lexical and Computational Semantics (*SEM), August 2017, 667 downloads.
  2. A. L. Kashyap, "Deep Representation of Lyrical Style and Semantics for Music Recommendation", PhdThesis, University of Maryland, Baltimore County, May 2017, 414 downloads.

2016

  1. 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, 1286 downloads.
  2. 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, 628 downloads.

2015

  1. Z. Syed, L. Han, M. M. Rahman, T. Finin, J. Kukla, and J. Yun, "Querying Large Linked Data Resources", InProceedings, 14th International Semantic Web Conference, October 2015, 1218 downloads.
  2. C. Grasso, A. Joshi, and E. Siegel, "Beyond NER: Towards Semantics in Clinical Text", InProceedings, Biomedical Data Mining, Modeling, and Semantic Integration (BDM2I); co-located with the 14th International Semantic Web Conference (ISWC 2015), Bethlehem, PA (USA), October 2015, 1093 downloads.
  3. P. Nimbalkar, "Semantic Interpretation of Structured Log Files", MastersThesis, University of Maryland, Baltimore County, August 2015, 1090 downloads.
  4. L. Han, T. Finin, A. Joshi, and D. Cheng, "Querying RDF Data with Text Annotated Graphs", InProceedings, Proceedings of the 27th International Conference on Scientific and Statistical Database Management, June 2015, 2584 downloads.
  5. 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, 1410 downloads.
  6. Z. Syed, L. Han, M. M. Rahman, T. Finin, J. Kukla, and J. Yun, "UMBC_Ebiquity-SFQ: Schema Free Querying System", InProceedings, Proceedings of the Semantic Web Evaluation Challenge, ESWC, June 2015, 1257 downloads.
  7. V. Mulwad, "TABEL - A Domain Independent and Extensible Framework for Inferring the Semantics of Tables", PhdThesis, University of Maryland, Baltimore County, January 2015, 2778 downloads.

2014

  1. 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, 1364 downloads.
  2. A. L. Kashyap, L. Han, R. Yus, J. Sleeman, T. W. Satyapanich, S. R. Gandhi, and T. Finin, "Meerkat Mafia: Multilingual and Cross-Level Semantic Textual Similarity systems", InProceedings, Proceedings of the 8th International Workshop on Semantic Evaluation, August 2014, 4194 downloads.
  3. V. Mulwad, T. Finin, and A. Joshi, "Interpreting Medical Tables as Linked Data to Generate Meta-Analysis Reports", InProceedings, Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, August 2014, 1357 downloads.
  4. L. Han, "Schema Free Querying of Semantic Data", PhdThesis, University of Maryland, Baltimore County, August 2014, 1664 downloads.
  5. 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, 984 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. 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, 1257 downloads.
  3. V. Mulwad, T. Finin, and A. Joshi, "Semantic Message Passing for Generating Linked Data from Tables", InProceedings, Proceedings of the 12th International Semantic Web Conference, October 2013, 2329 downloads.
  4. Y. Peng and Y. Kang, "Ontology-Based Dynamic Forms for Manufacturing Capability Information Collection", InProceedings, IFIP Advances in Information and Communication Technology, September 2013.
  5. L. Han, A. L. Kashyap, T. Finin, J. Mayfield, and J. Weese, "UMBC_EBIQUITY-CORE: Semantic Textual Similarity Systems", InProceedings, Proceedings of the Second Joint Conference on Lexical and Computational Semantics, June 2013, 3937 downloads.
  6. L. Han, T. Finin, P. McNamee, A. Joshi, and Y. Yesha, "Improving Word Similarity by Augmenting PMI with Estimates of Word Polysemy", Article, IEEE Transactions on Knowledge and Data Engineering (TKDE), June 2013, 2895 downloads.

2012

  1. G. Berg-Cross, I. Cruz, M. Dean, T. Finin, and e., "Semantics and Ontologies For EarthCube", Proceedings, Workshop on GIScience in the Big Data Age, 7th Int. Conf. on Geographic Information Science, September 2012, 1058 downloads.
  2. V. Mulwad, T. Finin, and A. Joshi, "A Domain Independent Framework for Extracting Linked Semantic Data from Tables", InCollection, Search Computing - Broadening Web Search, July 2012, 1856 downloads.
  3. P. Hitzler, K. Janowicz, G. Berg-Cross, L. Obrst, A. Sheth, T. Finin, and I. Cruz, "Semantic Aspects of EarthCube", TechReport, May 2012, 906 downloads.
  4. 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, 2986 downloads.
  5. A. Joshi, T. Finin, K. P. Joshi, and M. Oberoi, "A Policy Driven Semantic Approach to Data Usage Management", InProceedings, Data Usage Management on the Web Workshop in conjunction with WWW 2012, April 2012, 1602 downloads.
  6. L. Han, T. Finin, and A. Joshi, "GoRelations: Towards an Intuitive Query System for RDF Data", TechReport, University of Maryland, Baltimore County, February 2012, 1477 downloads.

2011

  1. V. Mulwad, T. Finin, and A. Joshi, "Automatically Generating Government Linked Data from Tables", InCollection, Working notes of AAAI Fall Symposium on Open Government Knowledge: AI Opportunities and Challenges, November 2011, 3427 downloads.
  2. V. Mulwad, "DC Proposal: Graphical Models and Probabilistic Reasoning for Generating Linked Data from Tables", InProceedings, Proceedings of Tenth International Semantic Web Conference, Part II, October 2011, 2685 downloads.
  3. V. Mulwad, T. Finin, and A. Joshi, "Generating Linked Data by Inferring the Semantics of Tables", InProceedings, Proceedings of the First International Workshop on Searching and Integrating New Web Data Sources, September 2011, 3522 downloads.
  4. A. Mahale, "Group Centric Information Sharing using Hierarchical Models", MastersThesis, UMBC, May 2011, 1641 downloads.
  5. 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, 1867 downloads.
  6. P. A. Kodeswaran, S. B. Kodeswaran, A. Joshi, and T. Finin, "Enforcing security in semantics driven policy based networks", Article, Computer Standards and Interfaces, January 2011, 2049 downloads, 1 citation.

2010

  1. P. A. Kodeswaran and E. Viegas, "Towards a privacy preserving policy based infrastructure for social data access to enable scientific research", InProceedings, Eighth Annual Conference on Privacy, Security and Trust, August 2010, 128 downloads.
  2. P. A. Kodeswaran and E. Viegas, "A Policy Based Infrastructure for Social Data Access with Privacy Guarantees", InProceedings, Proceedings of the IEEE International Symposium on Policies for Distributed Systems and Networks, July 2010, 5167 downloads, 6 citations.

2008

  1. L. Han, T. Finin, C. Parr, J. Sachs, and A. Joshi, "RDF123: from Spreadsheets to RDF", InProceedings, Seventh International Semantic Web Conference, October 2008, 6839 downloads, 26 citations.
  2. S. Gupta, "Trust-based Data Management in Mobile Ad Hoc Networks", MastersThesis, University of Maryland at Baltimore County, July 2008, 1902 downloads.
  3. S. Gupta, A. Joshi, and A. Patwardhan, "Query Distribution Estimation and Predictive Caching in Mobile Ad Hoc Networks", InProceedings, Proceedings of the Seventh International ACM Workshop on Data Engineering for Wireless and Mobile Access, June 2008, 2755 downloads, 1 citation.
  4. P. A. Kodeswaran, S. B. Kodeswaran, A. Joshi, and T. Finin, "Enforcing security in semantics driven policy based networks", InProceedings, Proceedings of the 24th International Conference on Data Engineering Workshops, Secure Semantic Web, April 2008, 2600 downloads.

2007

  1. S. B. Kodeswaran, O. V. Ratsimor, F. Perich, and A. Joshi, "Utilizing Semantic Tags for Policy Based Networking", InProceedings, IEEE Globecom 2007 Internet Protocol Symposium, November 2007, 2851 downloads, 6 citations.
  2. A. Java, S. Nirenburg, M. McShane, T. Finin, J. English, and A. Joshi, "Using a Natural Language Understanding System to Generate Semantic Web Content", Article, International Journal on Semantic Web and Information Systems, November 2007, 3992 downloads, 13 citations.
  3. 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, 2245 downloads, 3 citations.
  4. L. Han, C. Parr, J. Sachs, A. Joshi, and T. Finin, "RDF123: a mechanism to transform spreadsheets to RDF", TechReport, University of Maryland, Baltimore County, August 2007, 9433 downloads, 9 citations.
  5. A. Parafiynyk, C. Parr, J. Sachs, and T. Finin, "Adding Semantics to Social Websites for Citizen Science", InProceedings, Proceedings of the Workshop on Semantic e-Science (AAAI 07), June 2007, 6136 downloads, 3 citations.
  6. L. Kagal and T. Finin, "Modeling Conversation Policies using Permissions and Obligations", Article, Journal of Autonomous Agents and Multi-Agent Systems, April 2007, 2810 downloads.

2006

  1. A. Java, S. Nirenburg, M. McShane, T. Finin, J. English, and A. Joshi, "Using a Natural Language Understanding System to Generate Semantic Web Content", TechReport, October 2006, 3144 downloads.

2005

  1. Z. Ding, "BayesOWL: A Probabilistic Framework for Semantic Web", PhdThesis, University of Maryland, Baltimore County, December 2005, 9131 downloads, 10 citations.
  2. S. Ganjugunte, "Extending the Non-monotonic Reasoning Infrastructure for the Semantic Web via Well-founded Negation and incremental Support for Courteous Logic Programs,", MastersThesis, University of Maryland, Baltimore County, August 2005, 3140 downloads.
  3. T. Finin, L. Ding, R. Pan, A. Joshi, P. Kolari, A. Java, and Y. Peng, "Swoogle: Searching for knowledge on the Semantic Web", InProceedings, AAAI 05 (intelligent systems demo), July 2005, 5892 downloads, 35 citations.
  4. V. Parekh, "Applying Ontologies and Semantic Web technologies to Environmental Sciences and Engineering", MastersThesis, University of Maryland, Baltimore County, May 2005, 14407 downloads, 1 citation.
  5. L. Kagal and T. Finin, "Modeling Communicative Behavior using Permissions and Obligations", InBook, Developments in Agent Communication, Eds. Frank Dignum, Rogier van Eijk, Marc-Philippe Huget, January 2005, 3918 downloads, 14 citations.

2004

  1. M. Sheshagiri, "Automatic Composition and Invocation of Semantic Web Services", MastersThesis, UMBC, August 2004, 2909 downloads, 11 citations.
  2. L. Kagal and T. Finin, "Modeling Conversation Policies using Permissions and Obligations", InProceedings, AAMAS 2004 Workshop on Agent Communication (AC2004), July 2004, 5169 downloads, 50 citations.
  3. D. Khushraj, "Semantic Tuple Spaces: A Coordination", MastersThesis, University of Maryland, Baltimore County, January 2004.
  4. 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, 6223 downloads, 154 citations.

2003

  1. A. Joshi, "Data Mining, Semantics and Intrusion Detection: What to dig for and Where to find it", InBook, Next Generation Data Mining, December 2003, 2 citations.
  2. A. Joshi, "On Web, Semantics, and Data Mining: Intrusion Detection as a Case Study", InProceedings, Proceedings of the NSF Workshop on Next Generation Data Mining, May 2003, 3503 downloads, 4 citations.

2001

  1. 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, 3960 downloads, 69 citations.

2000

  1. Y. K. Labrou and T. Finin, "History, State of the Art and Challenges for Agent Communication Languages", Article, Informatik/Informatique, January 2000, 2697 downloads, 9 citations.

1999

  1. V. Mulwad, T. Finin, and A. Joshi, "Semantic Message Passing for Generating Linked Data from Tables", InProceedings, under review, November 1999.
  2. Y. K. Labrou, T. Finin, and Y. Peng, "The current landscape of Agent Communication Languages", Article, IEEE Intelligent Systems, March 1999, 2408 downloads, 446 citations.

1998

  1. Y. K. Labrou and T. Finin, "Semantics and Conversations for an Agent Communication Language", Readings in Agents, January 1998, 157 downloads.

1997

  1. Y. K. Labrou and T. Finin, "Towards a Standard for an Agent Communication Language", InProceedings, Working Notes of the AAAI Fall Symposium on Communicative Action in Humans and Machines, November 1997, 122 downloads.
  2. Y. K. Labrou and T. Finin, "Semantics and Conversations for an Agent Communication Language", InProceedings, Proceedings of the Fifteenth International Joint Conference on Artificial Intelligence (IJCAI), August 1997, 241 downloads.
  3. Y. K. Labrou and T. Finin, "Semantics for an Agent Communication Language", InProceedings, 4th International Workshop on Agent Theories, Architectures and Languages, July 1997, 172 downloads.

1996

  1. Y. K. Labrou, "Semantics for an Agent Communication Language", PhdThesis, UMBC, August 1996, 336 downloads, 234 citations.
  2. 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, 2312 downloads, 47 citations.
  3. 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, 248 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, 163 downloads.

1994

  1. Y. K. Labrou and T. Finin, "A semantics approach for KQML -- a general purpose communication language for software agent", InProceedings, Third International Conference on Information and Knowledge Management,, November 1994, 185 downloads.

Presentation

  1. A Schema-Based Approach Combined with Inter-Ontology Reasoning to Construct Consensus Ontologies
  2. Automatically Generating Linked Data from Tables
  3. BayesOWL: A Probabilistic Framework for Uncertainty in Semantic Web
  4. BayesOWL: A Probabilistic Framework for Uncertainty in Semantic Web (pdf)
  5. Generating Linked Data by inferring the semantics of tables
  6. GoRelations: an Intuitive Query System for DBPedia (and LOD)
  7. Linked Data for the Rest of Us
  8. LOD for the rest of us
  9. Making the Semantic Web Easier to Use
  10. Making the Semantic Web Easier to Use for Sharing Science Data
  11. Personalized Information Retrieval in Context
  12. Research challenges for "The web, semantics and data mining"
  13. Semantics for big data security and privacy
  14. Semantics for Cybersecurity and Privacy
  15. Semantics for Privacy and Context
  16. Semantics for Privacy and Context on the IoT
  17. The Semantic Web: there and back again

Poster

  1. Generating Linked Data by inferring the semantics of tables
  2. Generating Linked Data by inferring the semantics of tables
  3. SEMDIS poster (March 2005)

Dataset

  1. UMBC webbase corpus

Demonstration

  1. Word and phrase similarity

Old News

  1. SemNews: news text to Semantic Web
    January 12, 2006
  2. Zhongli Ding defends dissertation
    December 5, 2005
  3. Finin to serve as editor-in-chief of Journal of Web Semantics
    September 1, 2005
  4. SweetRules v2.1 released
    April 25, 2005

Old Events

  1. Beyond NER: Towards Semantics in Clinical Text
    October 5, 2015
  2. Semantics for Cybersecurity and Privacy
    May 1, 2015
  3. TABEL -- A Domain Independent and Extensible Framework for Inferring the Semantics of Tables
    January 8, 2015
  4. Semantics for Privacy and Context
    October 20, 2014
  5. Semantics for Big Data (,) Security and Privacy
    September 16, 2014
  6. PhD defense: Lushan Han, Schema Free Querying of Semantic Data
    May 23, 2014
  7. Phd proposal: A Semantic Resolution Framework for Manufacturing Capability Data Integration
    May 14, 2013
  8. The Semantic Web: there and back again
    April 18, 2013
  9. Generating Linked Data from Tables.
    March 24, 2013
  10. Making the Semantic Web Easier to Use
    April 1, 2012