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Tags: logs

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Research Areas

  1. Social media
  2. Web based information systems

Past Projects

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

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. 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.

2021

  1. M. Murnane, P. Higgins, M. Saraf, F. Ferraro, C. Matuszek, and D. Engel, "A Simulator for Human-Robot Interaction in Virtual Reality", InProceedings, Conference on Virtual Reality and 3D User Interfaces, Abstracts and Workshops (VRW), March 2021, 711 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.

2017

  1. A. L. Kashyap, "Deep Representation of Lyrical Style and Semantics for Music Recommendation", PhdThesis, University of Maryland, Baltimore County, May 2017, 425 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, 1297 downloads.

2015

  1. P. Nimbalkar, "Semantic Interpretation of Structured Log Files", MastersThesis, University of Maryland, Baltimore County, August 2015, 1096 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. 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, 1067 downloads.
  2. 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. P. A. Kodeswaran and E. Viegas, "Applying Differential Privacy to Search Queries in a Policy Based Interactive Framework", InProceedings, ACM International Workshop on Privacy and Annonymity for Very Large Datasets, November 2009, 2677 downloads, 2 citations.
  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. 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.
  3. 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.
  4. 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.
  5. 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.
  6. 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.
  7. 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. 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, 2066 downloads, 2 citations.
  4. M. Halem, Y. Yesha, C. Tilmes, D. Chapman, M. Goldberg, and L. Zhou, "A Web Service Tool (SOAR) for the Dynamic Generation of L1 Grids of Coincident AIRS, AMSU and MODIS Satellite Sounding Radiance Data for Climate Studies", Article, EOS Transactions, June 2007.
  5. S. Balijepalli, "Blogvox2: A Modular Domain Independent Sentiment Analysis System", MastersThesis, University of Maryland, Baltimore County, June 2007, 8281 downloads, 1 citation.
  6. 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.
  7. A. Kale, "Modeling Trust and Influence in Blogosphere using Link Polarity", MastersThesis, University of Maryland Baltimore County, April 2007, 11333 downloads, 36 citations.
  8. 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.
  9. 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.
  10. 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.
  11. 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.
  12. 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.
  13. 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.
  14. P. Kolari and A. Java, "Spam Blogs: Ping Servers and Adversaries", TechReport, March 2007.
  15. 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.
  16. 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, 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.
  3. 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.
  4. 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.
  5. 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.
  6. 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.

2003

  1. K. P. Joshi, A. Joshi, and Y. Yesha, "On Using a Warehouse to Analyze Web Logs", InCollection, Distributed and Parallel Databases, March 2003, 3092 downloads, 20 citations.

2002

  1. M. Gandhe, T. Finin, and B. Grosof, "SweetJess: Translating DamlRuleML to Jess", InProceedings, International Workshop on Rule Markup Languages for Business Rules on the Semantic Web in conjunction with ISWC2002, June 2002, 2807 downloads, 51 citations.

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.
  2. T. Finin and B. Grosof, "Knowledge-Based Electronic Markets", Proceedings, AAAI Press, August 2000, 2 citations.
  3. 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, 3048 downloads, 122 citations.

1999

  1. K. P. Joshi, A. Joshi, Y. Yesha, and R. Krishnapuram, "Warehousing and Mining Web Logs", InProceedings, Workshop on Web Information and Data Management, 1999 ACM Conference on Information and Knowledge Management (CIKM'99), November 1999, 4327 downloads, 60 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, 3612 downloads, 44 citations.
  3. A. Joshi, K. P. Joshi, and R. Krishnapuram, "On Mining Web Access Logs", TechReport, University of Maryland Baltimore County, October 1999, 4227 downloads.
  4. T. Finin and B. Grosof, "Artificial Intelligence for Electronic Commerce", Proceedings, AAAI Press, July 1999.

Presentation

  1. AAAI 06 FTM Poster
  2. Coarse and Fine Grained Sentiment Analysis of Online Text
  3. Extracting Cybersecurity related entities, terms and concepts from text.
  4. Increasing Research Visibility on the Web
  5. spam in blogs and social media
  6. WIkipedia as an ontology

Dataset

  1. Annotations of Cybersecurity blogs and articles
  2. Splog Blog Dataset

Poster

  1. BlogVox2: Sentiment Detection in Political Blogs
  2. BlogVox2: Sentiment Detection in Political Blogs
  3. Detecting Spam Blogs: A Machine Learning Approach
  4. ICWSM 2008 Poster
  5. Memeta: A Framework for Multi-Relational Analytics on the Blogosphere
  6. Memeta: A Framework for Multi-Relational Analytics on the Blogosphere

Document

  1. Spam in Blogs and Social Media

Old News

  1. UMBC researchers investigate the Blogosphere
    September 5, 2006
  2. Welcome to the Splogosphere
    December 16, 2005

Old Events

  1. Extracting cybersecurity related entities, terms and concepts from text
    May 28, 2013
  2. A Collaborative Approach to Situational Awareness for CyberSecurity
    April 29, 2013
  3. Information Extraction of Security related entities and concepts from unstructured text
    April 1, 2013
  4. Situation Aware Intrusion Detection Model
    April 19, 2012
  5. Coarse and Fine Grained Sentiment Analysis of Online Text
    May 11, 2010
  6. Reverse Engineering of RBAC Policy using Access Logs
    June 15, 2009
  7. Adversarial Classification: An Ensemble-based approach
    April 27, 2009
  8. Stochastic and Iterative Techniques for Relational Data Clustering
    April 13, 2009
  9. Web Security Overview
    April 1, 2009
  10. Mining Social Media Communities and Content
    October 16, 2008