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Refereed Journal Publications

C.-F. Hsu, E. Khabiri, and J. Caverlee. Ranking Comments on the Social Web. IEEE International Conference on Social Computing (SocialCom). Vancouver, August 2009. [9%]

S. Kashoob, J. Caverlee, and E. Khabiri. Probabilistic Generative Models of the Social Annotation Process. IEEE International Conference on Social Computing (SocialCom). Vancouver, August 2009. [9%]

S. Kashoob, J. Caverlee, and Y. Ding. A Categorical Model for Discovering Latent Structure in Social Annotations. 3rd International Conference on Weblogs and Social Media (ICWSM), sponsored by AAAI. San Jose, May 2009. [15%]

R. Graham and J. Caverlee. Exploring Feedback Models in Interactive Tagging. IEEE/WIC/ACM International Conference on Web Intelligence (WI), Sydney, December 2008. [19%]

S. Webb, J. Caverlee, and C. Pu. Predicting Web Spam With HTTP Session Information. ACM 17th Conference on Information and Knowledge Management (CIKM). Napa Valley, August 2008.  [17%]

S. Webb, J. Caverlee, and C. Pu. Social Honeypots: Making Friends with a Spammer Near You. 5th Conference on Email and Anti-Spam (CEAS). Mountain View, August 2008.

J. Caverlee, L. Liu, and S. Webb. SocialTrust: Tamper-Resilient Trust Establishment in Online Communities. ACM/IEEE Joint Conference on Digital Libraries (JCDL). Pittsburgh, June 2008. [28%]

J. Caverlee and S. Webb. A Large-Scale Study of MySpace: Observations and Implications for Online Social Networks. 2nd International Conference on Weblogs and Social Media (ICWSM), sponsored by AAAI. Seattle, March 2008. [25%]

J. Caverlee and L. Liu. Countering Web Spam with Credibility-Based Link Analysis. 26th Symposium on Principles of Distributed Computing (PODC), Portland, August 2007. [16%]

S. Webb, J. Caverlee and C. Pu. Characterizing Web Spam Using Content and HTTP Session Analysis. 4th Conference on Email and Anti-Spam (CEAS), Mountain View, August 2007. [19%]

J. Caverlee, S. Webb, and L. Liu. Spam-Resilient Web Rankings via Influence Throttling. 21st IEEE International Parallel and Distributed Processing Symposium (IPDPS), Long Beach, March 2007. [26%]

J. Bae, L. Liu, J. Caverlee, and W. B. Rouse. Process Mining, Discovery and Integration using Distance Measures. IEEE International Conference on Web Services (ICWS), Chicago, September 2006.

J. Caverlee, L. Liu, and J. Bae. Distributed Query-Sampling: A Quality Conscious Approach. 29th Annual International ACM SIGIR Conference on Research & Development on Information Retrieval (SIGIR), Seattle, August 2006. [19%]

S. Webb, J. Caverlee, C. Pu. Introducing the Webb Spam Corpus: Using Email Spam to Identify Web Spam Automatically. 3rd Conference on Email and Anti-Spam (CEAS), Mountain View, July 2006. [36%]

D. Rocco, J. Caverlee, L. Liu, and T. Critchlow. Domain-Specific Web Service Discovery with Service Class Descriptions. IEEE International Conference on Web Services (ICWS), July Orlando, July 2005.

L. Liu, J. Zhang, W. Han, C. Pu, J. Caverlee, S. Park, T. Critchlow, M. Coleman, and D. Buttler. XWRAPComposer: A Multi-Page Data Extraction Service for Bio-Computing Applications. IEEE International Conference on Services Computing (SCC), Orlando, July 2005. [19%]

D. Rocco, J. Caverlee, and L. Liu. XPack: A High-performance Web Document Encoding. 1st International Conference on Web Information Systems and Technologies (WEBIST), Miami, May 2005.

J. Caverlee, L. Liu, and D. Rocco. Discovering and Ranking Web Services with BASIL: A Personalized Approach with Biased Focus. 2nd International Conference on Service Oriented Computing (ICSOC), ACM SIGWEB and ACM SIGSOFT, New York, November 2004. [20%]

J. Caverlee, L. Liu, and D. Buttler. Probe, Cluster, and Discover: Focused Extraction of QA-Pagelets from the Deep Web. 20th IEEE International Conference on Data Engineering (ICDE), Boston, March 2004. [14%]

Other Refereed Workshops, Demos, and Posters

J. Caverlee, L. Liu, and S. Webb, “A Parameterized Approach to Spam-Resilient Link Analysis of the Web,” IEEE Transactions on Parallel and Distributed Systems (TPDS), to appear, 2009.

Y. Ding, E. Jacob, J. Caverlee, M. Fried, and Z. Zhang. Profiling Social Networks: A Social Tagging Perspective. D-Lib Magazine, Vol. 15, No. 3/4, March/April 2009.

J. Bae, L. Liu, J. Caverlee, L.J. Zhang, H. Bae. Development of Distance Measures for Process Mining, Discovery, and Integration. International Journal of Web Services Research (JWSR), Vol. 4, No. 4, October-December 2007, pp. 1-17.

J. Caverlee, J. Bae, Q. Wu, L. Liu, C. Pu, and W. B. Rouse. Workflow Management for Enterprise Transformation. Information, Knowledge, Systems Management (IKSM), Vol. 6, No. 1-2, 2007, pp. 61-80.

D. Rocco, J. Caverlee, L. Liu and T. Critchlow. Service Class Driven Dynamic Source Discovery with DynaBot. International Journal of Web Services Research (JWSR), Vol. 4, No. 3, July-September 2007, pp. 26-48.

J. Caverlee, L. Liu, and D. Rocco. Discovering Interesting Relationships among Deep Web Databases: A Source-Biased Approach. World Wide Web Journal: Internet and Web Information Systems (WWWJ), Springer, Vol. 9, No. 3, December 2006, pp. 585-622.

L. Liu, J. Zhang, W. Han, C. Pu, J. Caverlee, S. Park, T. Critchlow, M. Coleman, and D. Buttler. XWRAPComposer: A Multi-Page Data Extraction Service. International Journal of Web Services Research (JWSR), Vol. 3, No. 2, April-June 2006, pp. 33-60.

J. Caverlee and L. Liu. QA-Pagelet: Data Preparation Techniques for Large Scale Data Analysis of the Deep Web. IEEE Transactions on Knowledge and Data Engineering (TKDE), Vol. 17, No. 9, September 2005, pp. 1247-1262.

L. Liu, D. Buttler, J. Caverlee, C. Pu, and J. Zhang. A Methodical Approach to Extracting Meaningful Objects from Dynamic Web Pages. International Journal of Web and Grid Services, special issue on Semantic Web Mining and Reasoning (IJWGS), Vol. 1, No. 2, 2005, pp. 165-195.

E. Khabiri, C.-F. Hsu, and J. Caverlee. Analyzing and Predicting Community Preference of Socially Generated Metadata: A Case Study on Comments in the Digg Community (poster). 3rd International Conference on Weblogs and Social Media (ICWSM), sponsored by AAAI. San Jose, May 2009.

J. Caverlee, L. Liu, and S. Webb. Towards robust trust establishment in web-based social networks with SocialTrust (poster). 17th International World Wide Web Conference (WWW), Beijing, April 2008.

R. Graham, B. Eoff, and J. Caverlee. Plurality: a context-aware personalized tagging system (poster). 17th International World Wide Web Conference (WWW), Beijing, May 2008.

B. Bamba, L. Liu, J. Caverlee, V. Padliya, M. Srivatsa, T. Bansal, M. Palekar, J. Patrao, S. Li, and A. Singh. DSphere: A Source-Centric Approach to Crawling, Indexing and Searching the World Wide Web (demo). 23rd IEEE International Conference on Data Engineering (ICDE), Istanbul, 2007. [38%]

J. Bae, J. Caverlee, L. Liu, W. B. Rouse, and H. Yan. Process Mining by Measuring Process Block Similarity. Workshop on Business Process Intelligence (BPI at BPM), Vienna, September 2006.

D. Rocco, J. Caverlee, L. Liu, and T. Critchlow. Exploiting the Deep Web with DynaBot: Matching, Probing, and Ranking (poster). 14th International World Wide Web Conference (WWW), Chiba, May 2005.

L. Seligman, A. Rosenthal, J. Caverlee. Data Service Agreements: Toward a Data Supply Chain. Workshop on Information Integration on the Web (IIWeb at VLDB), Toronto, August 2004.

Invited Papers and Book Chapters

L. Liu, J. Zhang, W. Han, C. Pu, J. Caverlee, S. Park, T. Critchlow, M. Coleman, and D. Buttler. Providing Multi-Page Data Extraction Services with XWRAPComposer. To appear as a book chapter in Advanced Web Services Research and Practices, Idea Group Inc. 2008.

J. Caverlee, L. Liu, and W. B. Rouse. Link-Based Ranking of the Web with Source-Centric Collaboration (invited). 2nd International Conference on Collaborative Computing: Networking, Applications and Worksharing, (CollaborateCom), Atlanta, November 2006.