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Research


Contact:
Levent Bolelli
310 IST Building,
The Pennsylvania State University,
University Park, PA 16802
Phone:(814) 865 6168
Email: my_lastname@cse.psu.edu

My research interests include, but are not limited to, information retrieval, data mining, machine learning, and their applications to search engines. In particular, I am working on clustering multivariate datasets.

Publications

  • Levent Bolelli. Clustering and Topic Discovery in Scientific Literature. Ph.D. Thesis. The Pennsylvania State University, University Park, PA, 2007

  • Levent Bolelli, Seyda Ertekin, Ding Zhou and C. Lee Giles. K-SVMeans: A Hybrid Clustering Algorithm for Multi-Type Interrelated Datasets. To appear in Proc. of 2007 IEEE/WIC/ACM International Conference on Web Intelligence (WI'07) , San Jose, California, 2007

  • Levent Bolelli, Seyda Ertekin, Ding Zhou and C. Lee Giles. A Clustering Method for Web Data with Multi-Type Interrelated Components. International World Wide Web Conference (WWW'07) (Poster), Banff, Canada, 2007

  • Levent Bolelli, Xiaonan Lu, Ying Liu, Anuj Jaiswal, Kun Bai, Isaac Councill, Prasenjit Mitra, James Z. Wang, Karl Mueller, James Kubicki, Barbara Garrison, Joel Bandstra and C. Lee Giles. ChemXSeer: A Chemistry Web Portal for Scientific Literature and Datasets. The 2nd International Conference on Open Repositories, San Antonio, Texas, 2007

  • Isaac Councill, Huajing Li, Levent Bolelli, Yang Song, Ziming Zhuang, Jian Huang, Yang Sun, Ding Zhou, Wang-Chien Lee, Anand Sivasubramaniam, and C. Lee Giles. CiteSeerX: Next-Gen CiteSeer. The 2nd International Conference on Open Repositories, San Antonio, Texas, 2007

  • Ding Zhou, Levent Bolelli, Jia Li, Lee Giles, Hongyuan Zha. Learning User Clicks in Web Search. International Joint Conference on Artificial Intelligence (IJCAI'07), Hyderabad, India, 2007

  • Levent Bolelli, Seyda Ertekin, Lee Giles. Clustering Scientific Literature Using Sparse Citation Graph Analysis. In proceedings of the 10th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD'06), Berlin, Germany, 2006

  • Huajing Li, Isaac Councill, Levent Bolelli, Ding Zhou, Yang Song, Wang-Chien Lee, Anand Sivasubramaniam, Lee Giles. CiteSeerX: A Scalable Autonomous Scientific Digital Library. In proceedings of International Conference on Scalable Information Systems (INFOSCALE'06), Hong Kong, 2006

  • Isaac Councill, Huajing Li, Ziming Zhuang, Sandeep Debnath, Levent Bolelli, Wang-Chien Lee, Lee Giles. Learning Metadata from the Evidence in an Online Citation Matching Scheme Joint Conference on Digital Libraries (JCDL'06), Chapel Hill, NC, 2006

  • Levent Bolelli. Multimodal Response Generation in GIS. International Conference on Multimodal Interfaces (ICMI'04), University Park, PA. 2004

  • Levent Bolelli, Guoray Cai, Hongmei Wang, Bita Mortozavi, Ingmar Rauschert, Sven Fuhrmann, Rajeev Sharma, Alan MacEachren. Multimodal Interaction for Distributed Collaboration. International Conference on Multimodal Interfaces (ICMI'04), University Park, PA. 2004

  • Pyush Agarwal, Ingmar Rauschert, Keerati Inochanon, Levent Bolelli, Sven Fuhrmann, Isaac Brewer, Guoray Cai, Alan MacEachren, Rajeev Sharma. Multimodal Interface Platform for Geographic Information Systems. International Conference on Multimodal Interfaces(ICMI'04), University Park, PA. 2004

  • Levent Bolelli, Hongmei Wang. Multimodal Interaction with GIS for Collaborative Group Work. Nineteenth Annual Graduate Exhibition of Penn State University, University Park, PA, 2004 (Poster)

  • Guoray Cai, Levent Bolelli, Alan MacEachren, Rajeev Sharma, Sven Fuhrmann, Micahel McNeese. GeoCollaborative Crisis Management: Using Maps to Mediate Collaboration between Mobile Teams and EOCs. In 2004 NSF Digital Government Conference, Seattle, WA, May 24-26, 2004

  • Alan MacEachren, Guoray Cai, Rajeev Sharma, Ingmar Rauschert, Isaac Brewer, Levent Bolelli, Benyah Shaparenko, Sven Fuhrmann, Hongmei Wang. Enabling Collaborative GeoInformation Access and Decision-Making through a Natural, Multimodal Interface. International Journal of Geographical Information Science, April 2004

  • Hongmei Wang, Levent Bolelli. Agent-based Collaboration Approach for GIS to Negotiate Vague Spatial Concepts in Human-Computer Interations: A Collaborative Dialogue Approach. Eighteenth Annual Graduate Exhibition of Penn State University, University Park, PA, 2003 (Poster)

  • Sven Fuhrmann, Isaac Brewer, Ingmar Rauschert, Alan MacEachren, Guoray Cai, Rajeev Sharma, Hongmei Wang, Levent Bolelli, Benyah Shaparenko. Collaborative Emergency Management with Multimodal GIS. ESRI User Conference, San Diego, CA, 2003

  • Kemal Efe, Vijav Raghavan, Henry Chu, Adrienne Broadwater, Levent Bolelli, Seyda Ertekin. The Shape of the Web and its Implications for Searching the Web. SSGRR'00, Rome, Italy