UMBC ebiquity UMBC ebiquity

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Past Projects

  1. Graph of Relations
  2. UMBC OntoMapper: A Tool For Mapping Between Two Ontologies

Publications

2023

  1. 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.

2021

  1. 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, 576 downloads.
  2. L. Elluri, S. Chukkapalli, K. P. Joshi, T. Finin, and A. Joshi, "A BERT Based Approach to Measure Web Services Policies Compliance With GDPR", Article, IEEE Access, November 2021, 833 downloads.
  3. A. Ganesan, F. Ferraro, and T. Oates, "Locality Preserving Loss: Neighbors that Live together, Align together", InProceedings, AdaptNPT: The Second Workshop on Domain Adaptation for NLP at EACL, April 2021, 440 downloads.

2020

  1. L. Elluri, K. P. Joshi, and A. Kotal, "Measuring Semantic Similarity across EU GDPR Regulation and Cloud Privacy Policies", InProceedings, 7th International Workshop on Privacy and Security of Big Data (PSBD 2020), in conjunction with 2020 IEEE International Conference on Big Data (IEEE BigData 2020), December 2020, 664 downloads.
  2. S. Vallurupalli, J. Sleeman, and T. Finin, "Fine and Ultra-Fine Entity Type Embeddings for Question Answering", InProceedings, International Semantic Web Conference, November 2020, 486 downloads.

2019

  1. R. Razavisousan and K. P. Joshi, "Two Tier Analysis of Social Media Collaboration for Student Migration", InProceedings, IEEE International Conference on Collaboration and Internet Computing (IEEE CIC), 2019, December 2019, 665 downloads.
  2. A. Padia, K. Kalpakis, F. Ferraro, and T. Finin, "Knowledge Graph Fact Prediction via Knowledge-Enriched Tensor Factorization", Article, Journal of Web Semantics, December 2019, 1083 downloads.
  3. S. K. Singh, R. Bose, and A. Joshi, "Energy theft detection for AMI using principal component analysis based reconstructed data", Article, IET Cyber-Physical Systems: Theory & Applications, June 2019, 1015 downloads.

2017

  1. S. Mittal, A. Joshi, and T. Finin, "Thinking, Fast and Slow: Combining Vector Spaces and Knowledge Graphs", TechReport, arXiv, August 2017, 1578 downloads.
  2. S. Mittal, A. Joshi, and T. Finin, "Thinking, Fast and Slow: Combining Vector Spaces and Knowledge Graphs", Article, CoRR, August 2017, 1202 downloads.
  3. 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. A. Padia, K. Kalpakis, and T. Finin, "Inferring Relations in Knowledge Graphs with Tensor Decompositions", InProceedings, IEEE International Conference on Big Data , December 2016, 1576 downloads.
  2. P. Jain, P. Kumaraguru, and A. Joshi, "Other Times, Other Values: Leveraging Attribute History to Link User Profiles across Online Social Networks", Article, Social Network Analysis and Mining, September 2016, 1513 downloads.
  3. A. L. Kashyap, L. Han, R. Yus, J. Sleeman, T. W. Satyapanich, S. R. Gandhi, and T. Finin, "Robust Semantic Text Similarity Using LSA, Machine Learning and Linguistic Resources", Article, Language Resources and Evaluation, March 2016, 2390 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, 1343 downloads.
  2. T. W. Satyapanich and T. Finin, "Event Nugget Detection using Thresholding and Classification Techniques", InProceedings, Eighth Text Analysis Conference, November 2015, 1039 downloads.
  3. J. Sleeman, T. Finin, and A. Joshi, "Topic Modeling for RDF Graphs", InProceedings, 3rd International Workshop on Linked Data for Information Extraction, 14th International Semantic Web Conference, October 2015, 1698 downloads.
  4. P. Jain, P. Kumaraguru, and A. Joshi, "Other Times, Other Values: Leveraging Attribute History to Link User Profiles across Online Social Networks", InProceedings, 26th ACM Conference on Hypertext and Social Media (HT15), August 2015, 1574 downloads.
  5. 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.
  6. T. W. Satyapanich, H. W. Gao, and T. Finin, "Ebiquity: Paraphrase and Semantic Similarity in Twitter using Skipgram", InProceedings, Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015), June 2015, 1167 downloads.
  7. 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.

2014

  1. 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, 4195 downloads.
  2. L. Han, "Schema Free Querying of Semantic Data", PhdThesis, University of Maryland, Baltimore County, August 2014, 1664 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. 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.
  3. 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. 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, 1607 downloads.
  2. L. Han, T. Finin, and A. Joshi, "Schema-Free Structured Querying of DBpedia Data", InProceedings, Proceedings of the 21st ACM Conference on Information and Knowledge Management (CIKM), August 2012, 1776 downloads.
  3. J. Sleeman, R. Alonso, H. Li, A. Pope, and A. Badia, "Opaque Attribute Alignment", InProceedings, Proceedings of the 3rd International Workshop on Data Engineering Meets the Semantic Web, April 2012, 1355 downloads.
  4. 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. L. Han, T. Finin, and A. Joshi, "GoRelations: An Intuitive Query System for DBpedia", InProceedings, Proceedings of the Joint International Semantic Technology Conference, December 2011, 2593 downloads.
  2. 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, 1610 downloads.
  3. L. Han, T. Finin, P. McNamee, A. Joshi, and Y. Yesha, "Improving Word Similarity by Augmenting PMI with Estimates of Word Polysemy", TechReport, University of Maryland, Baltimore County, June 2011.
  4. M. Kewalramani, "Community Detection in Twitter", MastersThesis, University of Maryland Baltimore County, May 2011, 3045 downloads.

2010

  1. M. M. Rahman and e., "A more appropriate Protein Classification using Data Mining", Article, journal of theoretical and applied information technology, November 2010.
  2. 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, 2625 downloads.
  3. J. Sleeman and T. Finin, "Computing FOAF Co-reference Relations with Rules and Machine Learning", InProceedings, Proceedings of the Third International Workshop on Social Data on the Web at ISWC2010, November 2010, 4217 downloads, 30 citations.
  4. K. Viswanathan and T. Finin, "Text Based Similarity and Delta for Semantic Web Graphs", TechReport, University of Maryland, Baltimore County, August 2010, 2639 downloads.
  5. K. Viswanathan, "Text Based Similarity Metrics and Delta for Semantic Web Graphs", MastersThesis, UMBC, June 2010, 1703 downloads.
  6. J. Sleeman and T. Finin, "A Machine Learning Approach to Linking FOAF Instances", InProceedings, Proceedings of the AAAI Spring Symposium on Linked Data Meets Artificial Intelligence, January 2010, 2726 downloads, 5 citations.
  7. J. Kim and Y. Peng, "A semantic similarity analysis for data mappings between heterogeneous XML schemas", InBook, Electronic Business Interoperability: Concepts, Opportunities and Challenges, January 2010, 1680 downloads.

2009

  1. J. Kim, S. Lee, M. Halem, and Y. Peng, "Semantic Similarity Analysis of XML Schema using Grid Computing", InProceedings, Proceedings of the IEEE International Conference on Information Reuse and Integration, August 2009, 803 downloads.

2008

  1. Y. Shi, "An Investigation of Linguistic Information for Speech Recognition Error Detection", PhdThesis, University of Maryland, Baltimore County, October 2008, 3491 downloads.
  2. J. Kim, Y. Peng, B. (. Kulvatunyou, N. Ivezik, and A. Jones, "A Layered Approach to Semantic Similarity Analysis of XML Schemas", InProceedings, Proceedings of the 2008 IEEE International Conference on Information Reuse and Integration, July 2008, 2232 downloads, 1 citation.

2007

  1. 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, 2470 downloads.

2005

  1. 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, 4632 downloads, 91 citations.

2004

  1. L. Ding, T. Finin, A. Joshi, R. Pan, R. S. Cost, Y. Peng, P. Reddivari, V. C. Doshi, and J. Sachs, "Swoogle: A Search and Metadata Engine for the Semantic Web", InProceedings, Proceedings of the Thirteenth ACM Conference on Information and Knowledge Management , November 2004, 30109 downloads, 467 citations.
  2. 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.

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, 156 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, 3511 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, 165 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, 153 downloads.

2000

  1. T. Finin and B. Grosof, "Knowledge-Based Electronic Markets", Proceedings, AAAI Press, August 2000, 2 citations.
  2. A. Joshi and R. Krishnapuram, "On Mining Web Access Logs", InProceedings, Proceedings of the SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, May 2000, 3038 downloads, 122 citations.

1999

  1. Y. K. Labrou and T. Finin, "Yahoo as an Ontology - using Yahoo categories to describe documents", InProceedings, ACM Conference on Information and Knowledge Management (CIKM'99), November 1999, 4646 downloads, 152 citations.
  2. O. Nasraoui, R. Krishnapuram, and A. Joshi, "Relational Clustering Based on a New Robust Estimator with Application to Web Mining", InProceedings, North American Fuzzy Info. Proc. Society (NAFIPS 99), October 1999, 3601 downloads, 44 citations.
  3. Y. K. Labrou and T. Finin, "Experiments on using Yahoo! categories to describe documents", InProceedings, Proceedings of the IJCAI99 Workshop on Intelligent Information Integration, July 1999, 2439 downloads, 2 citations.

Presentation

  1. Swoogle presentation (April 04)
  2. Text Based Similarity Metrics and Delta for Semantic Web Graphs

Dataset

  1. UMBC webbase corpus

Demonstration

  1. Word and phrase similarity

Old Events

  1. Topic Modeling for RDF Graphs
    September 21, 2015
  2. PhD defense: Lushan Han, Schema Free Querying of Semantic Data
    May 23, 2014
  3. MS defense: Social Media Analytics: Digital Footprints
    May 13, 2013
  4. Social Media Analytics: Digital Footprints
    April 15, 2013
  5. Masters Thesis Research Update: Sandhya Krishnan
    October 8, 2012
  6. Community Detection in Twitter
    May 16, 2011
  7. PowerRelations: A Question Answering System for DBPedia
    April 26, 2011
  8. Text Based Similarity Metrics and Deltas for Semantic Web Graphs
    October 5, 2010
  9. Text Based Similarity Metrics and Delta for Semantic Web Graphs
    June 28, 2010
  10. A New Approach for Automatic Thesaurus Generation
    May 4, 2010