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Research Areas

  1. Social media
  2. Web based information systems

Past Projects

  1. Feeds that matter
  2. Indian Election 2009
  3. memeta
  4. Semantic Discovery: Discovering Complex Relationships in Semantic Web
  5. Twitterment
  6. Vox Blogguli

Publications

2023

  1. 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. P. Ranade, S. Dey, A. Joshi, and T. Finin, "Computational Understanding of Narratives: A Survey", Article, IEEE Access, September 2022, 543 downloads.
  2. C. Hanks, M. Maiden, P. Ranade, T. Finin, and A. Joshi, "CyberEnt: Extracting Domain Specific Entities from Cybersecurity Text", InProceedings, Mid-Atlantic Student Colloquium on Speech, Language and Learning, April 2022, 1042 downloads.
  3. S. Mitra, A. Piplai, S. Mittal, and A. Joshi, "Combating Fake Cyber Threat Intelligence using Provenance in Cybersecurity Knowledge Graphs", IEEE International Conference on Big Data 2021, January 2022, 1011 downloads.

2021

  1. P. Ranade, A. Piplai, A. Joshi, and T. Finin, "CyBERT: Contextualized Embeddings for the Cybersecurity Domain", InProceedings, IEEE International Conference on Big Data, December 2021, 1733 downloads.
  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. R. Ayanzadeh, J. E. Dorband, M. Halem, and T. Finin, "Multi-Qubit Correction for Quantum Annealers", Article, Nature Scientific Reports, July 2021, 819 downloads.
  4. J. Sleeman, T. Finin, and M. Halem, "Understanding Cybersecurity Threat Trends through Dynamic Topic Modeling", Article, Frontiers in Big Data, June 2021, 348 downloads.

2020

  1. A. Piplai, S. Mittal, M. Abdelsalam, M. Gupta, A. Joshi, and T. Finin, "Knowledge Enrichment by Fusing Representations for Malware Threat Intelligence and Behavior", InProceedings, IEEE Intelligence and Security Informatics (ISI) 2020, November 2020, 721 downloads.

2019

  1. N. Khurana, S. Mittal, A. Piplai, and A. Joshi, "Preventing Poisoning Attacks on AI based Threat Intelligence Systems", InProceedings, IEEE Machine Learning for Signal Processing, September 2019, 1060 downloads.

2018

  1. P. Ranade, S. Mittal, A. Joshi, and K. P. Joshi, "Using Deep Neural Networks to Translate Multi-lingual Threat Intelligence", InProceedings, IEEE Intelligence and Security Informatics (IEEE ISI) 2018, November 2018, 1529 downloads.
  2. P. Ranade, S. Mittal, A. Joshi, and K. P. Joshi, "Understanding Multi-lingual Threat Intelligence for AI based Cyber-defense Systems", InProceedings, IEEE International Symposium on Technologies for Homeland Security, October 2018, 877 downloads.
  3. 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, 1027 downloads.
  4. M. M. Rahman, "Understanding the Logical and Semantic Structure of Large Documents", PhdThesis, University of Maryland, Baltimore County, May 2018, 533 downloads.

2017

  1. M. M. Rahman and T. Finin, "Deep Understanding of a Document's Structure", InProceedings, 4th IEEE/ACM International Conference on Big Data Computing, Applications and Technologies, December 2017, 1452 downloads.
  2. M. M. Rahman and T. Finin, "Understanding the Logical and Semantic Structure of Large Documents", Article, arXiv e-print, September 2017, 1079 downloads.
  3. M. M. Rahman, "Understanding the Logical and Semantic Structure of Large Documents", Proceedings, SDM 2016 Doctoral Forum, SIAM International Conference on Data Mining , April 2017, 890 downloads.

2016

  1. 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.

2014

  1. 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, 1239 downloads.
  2. 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, 1367 downloads.

2013

  1. 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, 2518 downloads.
  2. A. Joshi, "Linked Data for Software Security Concepts and Vulnerability Descriptions", MastersThesis, University of Maryland Baltimore County, July 2013, 1876 downloads.
  3. R. Lal, "Information Extraction of Security related entities and concepts from unstructured text.", MastersThesis, University of Maryland Baltimore County, May 2013, 2380 downloads.

2012

  1. S. More, M. L. Mathews, A. Joshi, and T. Finin, "A Semantic Approach to Situational Awareness for Intrusion Detection", InProceedings, Proceedings of the National Symposium on Moving Target Research, June 2012, 3549 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.
  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, 3197 downloads.
  4. S. More, "Situation Aware Intrusion Detection Model", MastersThesis, University of Maryland, Baltimore County, May 2012, 249 downloads.

2011

  1. J. Martineau, "Identifying and Isolating Text Classification Signals from Domain and Genre Noise for Sentiment Analysis", PhdThesis, University of Maryland, Baltimore County, December 2011, 2713 downloads.

2009

  1. D. Chinavle, P. Kolari, T. Oates, and T. Finin, "Ensembles in Adversarial Classification for Spam", InProceedings, Proceedings of the 18th ACM Conference on Information and Knowledge Management, November 2009, 4392 downloads, 1 citation.
  2. C. Fink, C. Piatko, J. Mayfield, D. Chou, T. Finin, and J. Martineau, "The Geolocation of Web Logs from Textual Clues", InProceedings, Proceedings of the 2009 International Conference on Computational Science and Engineering, August 2009, 1747 downloads, 2 citations.
  3. 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.
  4. C. Fink, C. Piatko, J. Mayfield, T. Finin, and J. Martineau, "Geolocating Blogs From Their Textual Content", InProceedings, Working Notes of the AAAI Spring Symposium on Social Semantic Web: Where Web 2.0 Meets Web 3.0, March 2009, 3986 downloads, 1 citation.

2008

  1. A. Java, "Mining Social Media Communities and Content", PhdThesis, University of Maryland, Baltimore County, December 2008, 56956 downloads.
  2. J. Sachs, L. Han, T. Wang, and C. Parr, "Bioblitz Data on the Semantic Web", InProceedings, International Semantic Web Conference (Posters & Demos), September 2008, 1444 downloads.
  3. T. Finin, A. Joshi, P. Kolari, A. Java, A. Kale, and A. Karandikar, "The Information ecology of social media and online communities", Article, AI Magazine, September 2008, 6787 downloads, 11 citations.
  4. A. Java, A. Joshi, and T. Finin, "Detecting Commmunities via Simultaneous Clustering of Graphs and Folksonomies", InProceedings, Proceedings of the Tenth Workshop on Web Mining and Web Usage Analysis (WebKDD), August 2008, 7019 downloads, 5 citations.
  5. P. Kolari, T. Finin, K. Lyons, and Y. Yesha, "Expert Search using Internal Corporate Blogs", InProceedings, Workshop on Future Challenges in Expertise Retrieval, SIGIR 2008, July 2008, 2529 downloads, 4 citations.
  6. C. Parr, T. Wang, J. Sachs, L. Han, and T. Finin, "Enabling Semantic Ecoblogging and Bioblitzes", Misc, 25th Annual HCIL Symposium and Open House. University of Maryland, May 2008, 2052 downloads.
  7. A. Java, A. Joshi, and T. Finin, "Approximating the Community Structure of the Long Tail", InProceedings, Proceedings of the Second International Conference on Web and Social Media (ICWSM), March 2008, 5712 downloads, 4 citations.
  8. A. Karandikar, A. Java, A. Joshi, T. Finin, Y. Yesha, and Y. Yesha, "Second Space: A Generative Model For The Blogosphere", InProceedings, Proceedings of the International Conference on Web and Social Media (ICWSM), March 2008, 5140 downloads, 1 citation.
  9. J. Martineau and M. Hurst, "Blog Link Classification", InProceedings, Proceedings of the International Conference on Weblogs and Social Media (ICWSM 2008), March 2008, 1236 downloads, 1 citation.

2007

  1. P. Kolari, "Detecting Spam Blogs: An Adaptive Online Approach", PhdThesis, Ph.D. Dissertation, December 2007, 8826 downloads, 3 citations.
  2. A. Joshi, T. Finin, A. Java, A. Kale, and P. Kolari, "Web 2.0 Mining: Analyzing Social Media", InProceedings, Proceedings of the NSF Symposium on Next Generation of Data Mining and Cyber-Enabled Discovery for Innovation, October 2007, 5947 downloads, 5 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, 2257 downloads, 3 citations.
  4. A. Java, X. Song, T. Finin, and B. Tseng, "Why We Twitter: Understanding Microblogging Usage and Communities", InProceedings, Procedings of the Joint 9th WEBKDD and 1st SNA-KDD Workshop 2007, August 2007, 63326 downloads, 342 citations.
  5. J. Martineau, A. Java, P. Kolari, A. Joshi, T. Finin, and J. Mayfield, "BlogVox: Learning Sentiment Classifiers", InProceedings, Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, July 2007, 2065 downloads, 2 citations.
  6. S. Balijepalli, "Blogvox2: A Modular Domain Independent Sentiment Analysis System", MastersThesis, University of Maryland, Baltimore County, June 2007, 8281 downloads, 1 citation.
  7. 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, 6159 downloads, 3 citations.
  8. A. Kale, P. Kolari, A. Java, T. Finin, and A. Joshi, "On Modeling Trust in Social Media using Link Polarity", TechReport, University of Maryland, Baltimore County, May 2007, 3882 downloads.
  9. A. Karandikar, "Generative Model To Construct Blog and Post Networks In Blogosphere", MastersThesis, University of Maryland at Baltimore County, May 2007, 9160 downloads, 3 citations.
  10. A. Kale, "Modeling Trust and Influence in Blogosphere using Link Polarity", MastersThesis, University of Maryland Baltimore County, April 2007, 11333 downloads, 36 citations.
  11. A. Java, "A Framework for Modeling Influence, Opinions and Structure in Social Media", InProceedings, 22nd Conference on Artificial Intelligence (AAAI 2007), April 2007, 5448 downloads, 4 citations.
  12. A. Java, P. Kolari, T. Finin, A. Joshi, and T. Oates, "Feeds That Matter: A Study of Bloglines Subscriptions", InProceedings, Proceedings of the First International Conference on Web and Social Media (ICWSM), March 2007, 7203 downloads, 17 citations.
  13. P. Kolari, T. Finin, A. Java, and A. Joshi, "Towards Spam Detection at Ping Servers", InProceedings, Proceedings of the First International Conference on Web and Social Media (ICWSM), March 2007, 2885 downloads, 5 citations.
  14. P. Kolari, T. Finin, Y. Yesha, Y. Yesha, K. Lyons, S. Perelgut, and J. Hawkins, "On the Structure, Properties and Utility of Internal Corporate Blogs", InProceedings, Proceedings of the First International Conference on Web and Social Media (ICWSM), March 2007, 14961 downloads, 43 citations.
  15. A. Kale, A. Karandikar, P. Kolari, A. Java, T. Finin, and A. Joshi, "Modeling Trust and Influence in the Blogosphere Using Link Polarity", InProceedings, Proceedings of the International Conference on Weblogs and Social Media (ICWSM 2007), March 2007, 4942 downloads, 36 citations.
  16. P. Kolari, T. Finin, A. Java, and A. Joshi, "Spam in Blogs and Social Media, Tutorial", InProceedings, ICWSM 2007, March 2007, 3832 downloads, 3 citations.
  17. P. Kolari and A. Java, "Spam Blogs: Ping Servers and Adversaries", TechReport, March 2007.
  18. A. Java, P. Kolari, T. Finin, A. Joshi, J. Martineau, and J. Mayfield, "The BlogVox Opinion Retrieval System", InProceedings, Proceedings of the Fifteenth Text REtrieval Conference (TREC 2006), February 2007, 4462 downloads, 7 citations.
  19. A. Java, P. Kolari, T. Finin, J. Mayfield, A. Joshi, and J. Martineau, "BlogVox: Separating Blog Wheat from Blog Chaff", InProceedings, Proceedings of the Workshop on Analytics for Noisy Unstructured Text Data, 20th International Joint Conference on Artificial Intelligence (IJCAI-2007), January 2007, 3836 downloads, 8 citations.

2006

  1. P. Kolari, A. Java, T. Finin, J. Mayfield, A. Joshi, and J. Martineau, "Blog Track Open Task: Spam Blog Classification", InCollection, TREC 2006 Blog Track Notebook, November 2006, 8584 downloads, 11 citations.
  2. P. Kolari, T. Finin, Y. Yesha, K. Lyons, S. Perelgut, and J. Hawkins, "Monitoring Conversations on the Blogosphere: An Enterprise Perspective", InProceedings, CASCON 2006 Exhibit Program, October 2006.
  3. P. Kolari, A. Java, T. Finin, T. Oates, and A. Joshi, "Detecting Spam Blogs: A Machine Learning Approach", InProceedings, Proceedings of the 21st National Conference on Artificial Intelligence (AAAI 2006), July 2006, 11561 downloads, 75 citations.
  4. P. Kolari, A. Java, and T. Finin, "Characterizing the Splogosphere", InProceedings, Proceedings of the 3rd Annual Workshop on Weblogging Ecosystem: Aggregation, Analysis and Dynamics, 15th World Wid Web Conference, May 2006, 7675 downloads, 84 citations.
  5. P. Kolari, T. Finin, and A. Joshi, "SVMs for the Blogosphere: Blog Identification and Splog Detection", InProceedings, AAAI Spring Symposium on Computational Approaches to Analysing Weblogs, March 2006, 14485 downloads, 112 citations.
  6. A. Java, J. English, and S. Nirenburg, "Automated Fact Repository Construction through Ontology Filtering and Natural Language Processing", TechReport, March 2006, 188 downloads.
  7. 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.
  8. P. Kolari and T. Finin, "Memeta: A Framework for Multi-Relational Analytics on the Blogosphere", InProceedings, AAAI 2006 Student Abstract Program, February 2006, 4957 downloads.

2004

  1. T. Finin, "CRA Policy Blog Available as an RSS Channel", Article, Computing Research News, September 2004, 124 downloads.

2000

  1. T. Kamdar and A. Joshi, "On Creating Adaptive Web Servers Using Weblog Mining", TechReport, University of Maryland, Baltimore County, November 2000, 3980 downloads.

Presentation

  1. AAAI 06 FTM Poster
  2. Analyzing the Political Blogosphere
  3. Coarse and Fine Grained Sentiment Analysis of Online Text
  4. Extracting Cybersecurity related entities, terms and concepts from text.
  5. Increasing Research Visibility on the Web
  6. Information extraction from social media
  7. Modeling the Spread of Influence on the Blogosphere
  8. On Leveraging Social Media
  9. spam in blogs and social media
  10. The Business of Blogging: the Good, Bad and the Wonderful
  11. The Social Semantic Web
  12. TREC Blog Open Task: Spam Blog Detection
  13. TREC Blog Open Task: Spam Blog Detection
  14. Trust, Influence and Bias in Social Media
  15. WIkipedia as an ontology

Puzzle

  1. AAAI word search puzzle

Poster

  1. AAAI-05 blog
  2. BlogVox2: Sentiment Detection in Political Blogs
  3. BlogVox2: Sentiment Detection in Political Blogs
  4. Detecting Spam Blogs: A Machine Learning Approach
  5. Enabling Semantic Ecoblogging and Bioblitzes
  6. Generative Model To Construct Blog and Post Networks In Blogosphere (Poster)
  7. ICWSM 2008 Poster
  8. Memeta: A Framework for Multi-Relational Analytics on the Blogosphere
  9. Memeta: A Framework for Multi-Relational Analytics on the Blogosphere

Dataset

  1. Annotations of Cybersecurity blogs and articles
  2. Splog Blog Dataset
  3. UMBC webbase corpus

Masters Thesis

  1. Generative Model To Construct Blog and Post Networks In Blogosphere (Masters Thesis Presentation)

Document

  1. Spam in Blogs and Social Media

Old News

  1. Looking back at the ebiquity research group's 2006
    January 1, 2007
  2. UMBC researchers investigate the Blogosphere
    September 5, 2006
  3. Welcome to the Splogosphere
    December 16, 2005

Old Events

  1. TABEL -- A Domain Independent and Extensible Framework for Inferring the Semantics of Tables
    January 8, 2015
  2. Responsive design with Twitter Bootstrap: a tutorial and demonstration
    October 15, 2014
  3. Infoboxer: Using Statistical and Semantic Knowledge to Help Create Wikipedia Infoboxes
    October 1, 2014
  4. Extracting cybersecurity related entities, terms and concepts from text
    May 28, 2013
  5. A Collaborative Approach to Situational Awareness for CyberSecurity
    April 29, 2013
  6. Information Extraction of Security related entities and concepts from unstructured text
    April 1, 2013
  7. Situation Aware Intrusion Detection Model
    April 19, 2012
  8. The Social Semantic Web
    June 22, 2010
  9. Coarse and Fine Grained Sentiment Analysis of Online Text
    May 11, 2010
  10. Adversarial Classification: An Ensemble-based approach
    April 27, 2009