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Jennifer Sleeman
Visiting Assistant Professor 

Primary Role:Principal Faculty

University of Maryland, Baltimore County

Department: Computer Science and Electrical Engineering
Street: 1000 Hilltop CIrcle
City: Baltimore
State: MD
ZIP: 21250
Country: United States
Fax: 4104693522


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20 Refereed Publications


1. Jennifer Sleeman et al., "Discovering Scientific Influence using Cross-Domain Dynamic Topic Modeling", InProceedings, IEEE International Conference on Big Data, December 2017, 123 downloads.

2. Jennifer Sleeman, "Dynamic Data Assimilation for Topic Modeling (DDATM)", PhdThesis, University of Maryland, Baltimore County, July 2017.

3. Jennifer Sleeman et al., "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, 649 downloads.


4. Jennifer Sleeman et al., "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, 488 downloads.

5. Jennifer Sleeman et al., "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, 344 downloads.

6. Abhay L. Kashyap et al., "Robust Semantic Text Similarity Using LSA, Machine Learning and Linguistic Resources", Article, Language Resources and Evaluation, March 2016, 766 downloads.


7. Jennifer Sleeman, "Entity Disambiguation for Wild Big Data Using Multi-Level Clustering", InProceedings, Doctoral Consortium, 14th International Semantic Web Conference, October 2015, 378 downloads.

8. Jennifer Sleeman et al., "Topic Modeling for RDF Graphs", InProceedings, 3rd International Workshop on Linked Data for Information Extraction, 14th International Semantic Web Conference, October 2015, 601 downloads.

9. Jennifer Sleeman et al., "Entity Type Recognition for Heterogeneous Semantic Graphs", Article, AI Magazine, March 2015, 603 downloads.


10. Jennifer Sleeman et al., "Taming Wild Big Data", InProceedings, AAAI Fall Symposium on Natural Language Access to Big Data, November 2014, 633 downloads.

11. Abhay L. Kashyap et al., "Meerkat Mafia: Multilingual and Cross-Level Semantic Textual Similarity systems", InProceedings, Proceedings of the 8th International Workshop on Semantic Evaluation, August 2014, 1656 downloads.


12. Jennifer Sleeman et al., "Recognizing Entity Types in Heterogeneous Semantic Graphs", InProceedings, AAAI 2013 Fall Symposium on Semantics for Big Data, November 2013, 765 downloads.

13. Jennifer Sleeman et al., "Type Prediction for Efficient Coreference Resolution in Heterogeneous Semantic Graphs", InProceedings, Proceedings of the Seventh IEEE International Conference on Semantic Computing, September 2013, 600 downloads.


14. Jennifer Sleeman, "Online unsupervised coreference resolution for semi-structured heterogeneous data", InProceedings, Proceedings of the 11th International Semantic Web Conference, November 2012, 536 downloads.

15. Jennifer Sleeman et al., "Cluster-based Instance Consolidation For Subsequent Matching", InProceedings, First International Workshop on Knowledge Extraction and Consolidation from Social Media, November 2012, 752 downloads.

16. Jennifer Sleeman et al., "Opaque Attribute Alignment", InProceedings, Proceedings of the 3rd International Workshop on Data Engineering Meets the Semantic Web, April 2012, 749 downloads.


17. Kavita Krishnaswamy et al., "Real-Time Path Planning for a Robotic Arm", InProceedings, Proceedings of the 4th International Conference on Pervasive Technologies Related to Assistive Environments , May 2011, 1177 downloads.


18. Jennifer Sleeman et al., "Learning Co-reference Relations for FOAF Instances", InProceedings, Proceedings of the Poster and Demonstration Session at the 9th International Semantic Web Conference, November 2010, 1860 downloads.

19. Jennifer Sleeman et al., "Computing FOAF Co-reference Relations with Rules and Machine Learning", InProceedings, Proceedings of the Third International Workshop on Social Data on the Web, November 2010, 2816 downloads.

20. Jennifer Sleeman et al., "A Machine Learning Approach to Linking FOAF Instances", InProceedings, Proceedings of the AAAI Spring Symposium on Linked Data Meets Artificial Intelligence, January 2010, 2048 downloads.


Jennifer Sleeman is associated with 1 project:  Hide the list...

Active Project

 Modelling the evolution of climate change research, Principal Investigator.