UMBC ebiquity UMBC ebiquity

Tags: influence

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Research Areas

  1. Social media

Past Projects

  1. Modelling the evolution of climate change research
  2. Policy Management for Enterprise Applications

Publications

2024

  1. O. Clark, K. P. Joshi, and T. Reynolds, "Global Relevance of Online Health Information Sources: A Case Study of Experiences and Perceptions of Nigerians", InProceedings, AMIA 2024 Annual Symposium, November 2024, 133 downloads.
  2. A. Solipuram, A. Joshi, and J. A. Perman, "WIP: The effect of scholarships and community on graduation rates for STEM majors", InProceedings, Proc. IEEE Frontiers in Education, October 2024, 173 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, 308 downloads.
  2. F. Lu, J. Munoz, M. Fuchs, T. LeBlond, E. Zaresky-Williams, E. Raff, F. Ferraro, and B. Testa, "A General Framework for Auditing Differentially Private Machine Learning", InProceedings, Advances in Neural Information Processing Systems, November 2022, 318 downloads.
  3. R. Razavisousan and K. P. Joshi, "Building Textual Fuzzy Interpretive Structural Modeling to Analyze Factors of Student Mobility Based on User Generated Content", Article, International Journal of Information Management Data Insights, November 2022, 627 downloads.
  4. P. Ranade, S. Dey, A. Joshi, and T. Finin, "Computational Understanding of Narratives: A Survey", Article, IEEE Access, September 2022, 528 downloads.
  5. 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, 283 downloads.

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. K. M. Al Farabi, S. Sarkhel, S. Dey, and D. Venugopal, "Interpretable Explanations for Probabilistic Inference in Markov Logic", InProceedings, International Conference on Big Data, December 2021, 325 downloads.

2019

  1. J. Sleeman, V. Caicedo, M. Halem, and B. Demoz, "Using Lidar and Machine Learning to Identify Planetary Boundary Layer Heights", InProceedings, American Geophysical Union Fall Meeting Abstracts, December 2019.
  2. L. Elluri, V. Mandalapu, and N. Roy, "Developing Machine Learning based Predictive Models for Smart Policing", InProceedings, International Conference on Smart Computing (SMARTCOMP), June 2019, 836 downloads.

2017

  1. J. Sleeman, T. Finin, M. Cane, and M. Halem, "Discovering Scientific Influence using Cross-Domain Dynamic Topic Modeling", InProceedings, IEEE International Conference on Big Data, December 2017, 1044 downloads.
  2. J. Sleeman, "Dynamic Data Assimilation for Topic Modeling (DDATM)", PhdThesis, University of Maryland, Baltimore County, July 2017.
  3. J. Sleeman, M. Halem, T. Finin, and M. Cane, "Modeling the Evolution of Climate Change Assessment Research Using Dynamic Topic Models and Cross-Domain Divergence Maps", InProceedings, AAAI Spring Symposium on AI for Social Good, March 2017, 1960 downloads.

2016

  1. J. Sleeman, M. Halem, T. Finin, and M. Cane, "Advanced Large Scale Cross Domain Temporal Topic Modeling Algorithms to Infer the Influence of Recent Research on IPCC Assessment Reports", InProceedings, American Geophysical Union Fall Meeting 2016, December 2016, 1648 downloads.
  2. J. Sleeman, M. Halem, T. Finin, and M. Cane, "Dynamic Topic Modeling to Infer the Influence of Research Citations on IPCC Assessment Reports", InProceedings, Big Data Challenges, Research, and Technologies in the Earth and Planetary Sciences Workshop, IEEE Int. Conf. on Big Data, December 2016, 1391 downloads.

2014

  1. T. Finin, A. Joshi, P. Pappachan, R. Yus, P. K. Das, and E. Mena, "Privacy in a World of Mobile Devices", InProceedings, NSF Workshop on Big Data Security and Privacy, September 2014, 1470 downloads.

2011

  1. D. Dalvi, "Clinical-Genomic Analysis for Disease Prediction", MastersThesis, University of Maryland, Baltimore County, July 2011, 1625 downloads.

2010

  1. Z. Syed, "Wikitology: A novel hybrid knowledge base derived from wikipedia", PhdThesis, University of Maryland, Baltimore County, August 2010, 1374 downloads.

2008

  1. A. Java, "Mining Social Media Communities and Content", PhdThesis, University of Maryland, Baltimore County, December 2008, 56945 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, 6768 downloads, 11 citations.

2007

  1. P. Kolari, "Detecting Spam Blogs: An Adaptive Online Approach", PhdThesis, Ph.D. Dissertation, December 2007, 8813 downloads, 3 citations.
  2. O. V. Ratsimor, "Opportunistic Bartering of Digital Goods and Services in Pervasive Environments", PhdThesis, University of Maryland, Baltimore County, August 2007, 2743 downloads.
  3. S. Balijepalli, "Blogvox2: A Modular Domain Independent Sentiment Analysis System", MastersThesis, University of Maryland, Baltimore County, June 2007, 8271 downloads, 1 citation.
  4. 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, 3873 downloads.
  5. A. Kale, "Modeling Trust and Influence in Blogosphere using Link Polarity", MastersThesis, University of Maryland Baltimore County, April 2007, 11322 downloads, 36 citations.
  6. A. Java, "A Framework for Modeling Influence, Opinions and Structure in Social Media", InProceedings, 22nd Conference on Artificial Intelligence (AAAI 2007), April 2007, 5441 downloads, 4 citations.
  7. 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, 7193 downloads, 17 citations.
  8. 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, 4936 downloads, 36 citations.

2006

  1. R. Pan, "Semantic-Linked Bayesian Networks: A Framework for Bayesian Network Mapping", PhdThesis, University of Maryland, Baltimore County, August 2006.
  2. 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, 20580 downloads, 47 citations.

2005

  1. S. Staab, P. Domingos, P. Mika, J. Golbeck, L. Ding, T. Finin, A. Joshi, A. Nowak, and R. R. Vallacher, "Social Networks Applied", Article, IEEE Intelligent Systems, January 2005, 54 downloads.

2004

  1. L. Kagal, T. Finin, and A. Joshi, "Declarative Policies for Describing Web Service Capabilities and Constraints", InProceedings, W3C Workshop on Constraints and Capabilities for Web Services, October 2004, 8727 downloads, 23 citations.
  2. W. Watthayu and Y. Peng, "A Bayesian network based framework for multi-criteria decision making", InProceedings, Proceedings of the 17th International Conference on Multiple Criteria Decision Analysis, August 2004, 9109 downloads, 18 citations.

2003

  1. W. Jensen, S. Gavrila, and V. Korolev, "Picture Password: A Visual Login Technique for Mobile Devices", Article, NISTIR 7030, July 2003.
  2. K. P. Joshi, A. Joshi, and Y. Yesha, "On Using a Warehouse to Analyze Web Logs", InCollection, Distributed and Parallel Databases, March 2003, 3084 downloads, 20 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, 4318 downloads, 60 citations.

1998

  1. E. J. Clarke, "The empirical use of continuous variables in Bayesian belief networks for exploratory data analysis", PhdThesis, University of Maryland, Baltimore County, May 1998, 445 downloads.

1989

  1. R. Kass and T. Finin, "The Role of User Models in Cooperative Interactive Systems", Article, International Journal of Intelligent Systems, January 1989, 1765 downloads.

Poster

  1. BlogVox2: Sentiment Detection in Political Blogs
  2. BlogVox2: Sentiment Detection in Political Blogs

Presentation

  1. Modeling the Spread of Influence on the Blogosphere
  2. Semantically-Linked Bayesian Networks
  3. Trust, Influence and Bias in Social Media
  4. Understanding RSM: Relief Social Media
  1. Trust, Influence and Bias in 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

Old Events

  1. Masters Thesis Research Update: Sandhya Krishnan
    October 8, 2012
  2. Wikitology: A Novel Hybrid Knowledge Base Derived from Wikipedia
    July 19, 2010
  3. Multivariate Time Series Analysis of Physiological and Clinical Data
    September 23, 2009
  4. Understanding RSM: Relief Social Media
    September 15, 2009
  5. Textual Representations for Corpus-Based Bilingual Retrieval
    November 24, 2008
  6. Communities in Social Media: Reflections on Semantics, Intention and Influence
    August 28, 2008
  7. Communities in Social Media: An Eyepiece into Context, User Intention and Influence
    June 30, 2008
  8. Detecting Spam Blogs: An Adaptive Online Approach
    September 25, 2007
  9. Opportunistic Bartering Of Digital Goods and Services
    August 3, 2007
  10. Blogvox2: A Modular Domain Independent Sentiment Analysis System
    June 7, 2007