Published Work

Umer Farooq, Craig H. Ganoe, John M. Carroll, Isaac G. Councill, and C. Lee Giles. Design and evaluation of awareness mechanisms in CiteSeer. Information Processing and Management, to appear, 2007.

C. Lee Giles and Isaac G. Councill. Who gets acknowledged: measuring scientific contributions through automatic acknowledgement indexing. PNAS 101, 51, pp. 17599-17604, 2004. [PDF] [Press]

Ding Zhou, Isaac Councill, Honyuan Zha, C. Lee Giles. Discovering temporal communities from social network documents. In IEEE International Conference on Data Mining, 2007.

Yang Sun, Ziming Zhuang, Isaac G. Councill, C. Lee Giles. Determining bias to search engines from robots.txt. In IEEE/WIC/ACM International Conference on Web Intelligence, 2007.

Yang Song, Jian Huang, Isaac G. Councill, Jia Li, C. Lee Giles. Efficient Topic-based Unsupervised Name Disambiguation. In ACM/IEEE Joint Conference on Digital Libraries, 2007.

Yang Song, Ding Zhou, Jian Huang, Isaac Councill, Hongyuan Zha, C. Lee Giles. Boosting the feature space: Text classification for unstructured data on the Web. In Proc IEEE International Conference on Data Mining, HK, China, 2006.

Isaac G. Councill, C. Lee Giles, Ernesto Di Iorio, Marco Gori, Marco Maggini, Augusto Pucci. Towards Next Generation Citeseer: A flexible architecture for digital library deployment. Proceedings of the 10th European Conference on Research and Advanced Technologies for Digital Libraries (ECDL 2006), 2006.

Isaac G. Councill, Huajing Li, Ziming Zhuang, Sandip Debnath, Levent Bolelli, Wang-Chien Lee, C. Lee Giles, Anand Sivasubramaniam. Learning metadata from the evidence in an on-line citation matching scheme. In Proc Joint Conference on Digital Libraries, Chapel Hill, 2006. Nominated for Vannevar Bush Best Paper Award

Huajing Li, Isaac G. Councill, Levent Bolelli, Ding Zhou, Yang Song, Wang-Chien Lee, Anand Sivasubramaniam, C. Lee Giles. CiteSeer^X - A scalable autonomous scientific digital library. In Proc First International Conference on Scalable Information Systems, Hong Kong, 2006.

Jeremy Stribling, Jinyang Li, Isaac G. Councill, Frans Kaashoek, Robert Morris. OverCite: A distributed, cooperative CiteSeer. In 3^rd Symposium on Networked Systems Design and Implementation (NSDI), San Jose, 2006. [PDF]

Isaac G. Councill, C. Lee Giles, Hui Han, Eren Manavoglu. Automatic acknowledgement indexing: Expanding the semantics of contribution in the CiteSeer Digital Library. In Proceedings of the Third International Conference on Knowledge Capture, Banff, Canada, 2005. [PDF]

Vaclav Petricek, Ingemar J. Cox, Hui Han, Isaac G. Councill, C. Lee Giles. A comparison of online computer science citation databases. In Proceedings of the European Conference on Digital Libraries, Vienna, Austria, 2005. [PDF]

Jeremy Stribling, Isaac G. Councill, Frans Kaashoek, Robert Morris, Scott Shenker. Overcite: A cooperative digital research library. In Proceedings of The International Workshop on Peer-To-Peer Systems (IPTPS 05), Ithaca, NY, 2005. [PDF]

Yves Petinot, C. Lee Giles, Vivek Bhatnagar, Pradeep Teregowda, Hui Han, Isaac G. Councill. CiteSeer-API: Towards seamless resource location and interlinking for digital libraries. In Proceedings of the Conference on Information and Knowledge Management, Washington, D.C, 2004. [PDF]

Yves Petinot, C. L. Giles, Vivek Bhatnagar, Pradeep Teregowda, Hui Han, Isaac G. Councill. A service-oriented architecture for digital libraries. In Proceedings of the International Conference on Service-Oriented Computing, New York, NY, 2004. [PDF]

Steven R. Haynes, Isaac G. Councill, Frank E. Ritter. Responsibility-driven explanation engineering for cognitive models. In Proceedings of the AAAI Workshop on Intelligent Agent Architectures: Combining the Strengths of Software Engineering and Cognitive Systems, San Jose, CA, 2004. [PDF]

Isaac G. Councill, Steven R. Haynes, Frank E. Ritter. Explaining Soar: Analysis of existing tools and user information requirements. In F. Detje, D. Doerner, & H. Schaub (Eds.), Proceedings of the Fifth International Conference on Cognitive Modeling, pp. 63-68. Bamberg, Germany: Universitats-Verlag Bamberg, 2003.

Frank E. Ritter, Marios N. Avraamides, Isaac G. Councill. An approach for accurately modeling the effects of behavior moderators. In Proceedings of the 11th Computer Generated Forces Conference. 29-40, 02-CGF-002. Orlando, FL: U. of Central Florida, 2002.

Frank E. Ritter, Marios N. Avraamides, Isaac G. Councill, Dirk van Rooy, Karen S. Quigley, Laura C. Klein, Michael D. McNeese, Michele M. Stine, Isabella M. Rodrigues. Pre-task appraisal and caffeine: An architectural overlay for ACT-R. In Air Force Workshop on ACT-R Models of Human-System Interaction, Mesa, AZ, 2002.

Isaac G. Councill, Min-Yen Kan, C. Lee Giles. ParsCit: An open-source CRF reference string parsing package. In International Conference on Language Resources and Evaluation (LREC), Marrakech, Morocco, 2008.

Yang Song, Jian Huang, Isaac G. Councill, Jia Li, C. Lee Giles. Generative Models for Name Disambiguation. In 16th International World Wide Web Conference, 2007.

John Carroll, Umer Farooq, Craig Ganoe, Yang Song, Isaac G. Councill, and C. Lee Giles. Collaborative search and sensemaking in CiteSeer. Human Computer Interaction Consortium, 2007.

Yang Song, Ding Zhou, Jian Huang, Isaac Councill, Hongyuan Zha, Lee Giles, Boosting the Feature Space: Text Classification for Unstructured Data on the Web, In proceedings of the 2006 IEEE International Conference on Data Mining, HK, China, 2006.

Isaac G. 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, TX, USA. January 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.

Thomas George, Gregorio Convertino, Isaac G. Councill. Mapping the intellectual landscape of CSCW research. In Proc CSCW, 2006.

Huajing Li, Isaac G. Councill, Wang-Chien Lee, C. Lee Giles. CiteSeer^X: An architecture and web service design for an academic document search engine. In Proc WWW, 2006.

Vaclav Petricek, Ingemar J. Cox, Hui Han, Isaac G. Councill, C. Lee Giles. Modeling the author bias between two on-line computer science citation databases. In Proc WWW, 2005. [PDF]

Shuang Sun, Isaac G. Councill, Xiacong Fan, Frank E. Ritter, John Yen. Comparing teamwork modeling in an empirical approach. In Proceedings of the Sixth International Conference on Cognitive Modeling. Mahwah, NJ: Lawrence Erlbaum, 2004. [PDF]

Isaac G. Councill, Geoffrey P. Morgan, Frank E. Ritter. dTank: A competitive environment for distributed agents. Applied Cognitive Science Laboratory, Penn State University. Technical Report No. ACS 2004-1, 2004. [PDF]

Yiling Chen, Isaac G. Councill. An introduction to Support Vector Machines: A review. AI Magazine 24(2): 105-107, 2003. [HTML]

Frank E. Ritter, Isaac G. Councill. A review of the 22nd Soar Workshop. AI Magazine. 23(3[Fall]), 107-109, 2002. [HTML]