Intranet

AI Lab Readings, Papers, Slide Sets, and Tutorials

Readings

Geopolitical Web readings from Dr. Chen, January 2012

Papers

Tianjun Fu, Ahmed Abbasi, and Hsinchun Chen. "A Focused Crawler for Dark Web Forums." Journal of the American Society for Information Science and Technology, 61:6, pgs. 1213-1231, June 2010.

Slides

Twitter Exploration, by Brian Klug, February 2009.

Tutorials

Forum Parsing Tutorial, by Shan Jiang, September 2011.
Sample Codes for forum parsing (zip file), by Shan Jiang, September 2011.

Important Papers and Conferences Reviewed Spring 2011

Conferences

Contents: AAAI Conferences - AMIA Conferences - WWW Conferences

1) AAAI and IJCAI Annual Conferences

Selected papers from the AAAI and IJCAI Annual conferences were reviewed.

Click here for the PowerPoint presentation. Reviewed by Shuo Zeng, April 8, 2011.

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2) AMIA Annual Conferences

Selected papers from the AMIA Annual conferences for 2008, 2009, and 2010 were reviewed.

Click here for the PowerPoint presentation. Reviewed by Yukai Lin, April 8, 2011.

The review focused on the following papers. Access is password restricted to AI LAB members only.

Panjamapirom, A., Burkhardt, J. H., Volk, L. A., Rothschild, J. M., Bates, D. W., Glandon, G. L., and Berner, E. S. “Physician Opinions of the Importance, Accessibility, and Quality of Health Information and Their Use of the Information,” AMIA Annual Symposium Proceedings, 2010, pp. 46-50.
Saria, S., McElvain, G., Rajani, A. K., Penn, A. A., and Koller, D. L. “Combining Structured and Free-text Data for Automatic Coding of Patient Outcomes,” AMIA Annual Symposium Proceedings, 2010, pp. 712-716.
Hauskrecht, M., Valko, M., Batal, I., Clermont, G., Visweswaran, S., and Cooper, G. F. “Conditional Outlier Detection for Clinical Alerting,” AMIA Annual Symposium Proceedings, 2010, pp. 286-290.
Kuziemsky, C., O’Sullivan, D., Michalowski, W., Wilk, S., and Farion, K. “A Constraint Satisfaction Approach to Data-Driven Implementation of Clinical Practice Guidelines,” AMIA Annual Symposium Proceedings, 2008, pp. 540-544.
Moskovitch, R., and Shahar, Y. “Medical Temporal-Knowledge Discovery via Temporal Abstraction,” AMIA Annual Symposium Proceedings, 2009, pp. 452-456.
Hsu, W., and Taira, R. K. “Tools for Improving the Characterization and Visualization of Changes in Neuro-Oncology Patients,” AMIA Annual Symposium Proceedings, 2010, pp. 316-320.
Frost, J. H., Massagli, M. P., Wicks, P., and Heywood, J. “How the Social Web Supports Patient Experimentation with a New Therapy: The demand for patient-controlled and patient-centered informatics,” AMIA Annual Symposium Proceedings (2008), 2008, pp. 217-221.
Ordóñez, P., desJardins, M., Feltes, C., Lehmann, C. U., and Fackler, J. “Visualizing Multivariate Time Series Data to Detect Specific Medical Conditions,” AMIA Annual Symposium Proceedings (2008), 2008, pp. 530-534.

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3) WWW Annual Conferences

Selected papers from the following WWW Annual conferences were reviewed:
    - 2008 Beijing, China
    - 2009 Madrid, Spain
    - 2010 Raleigh, US
    - 2011 Hyderabad, India

Click here for the PowerPoint presentation. Reviewed by Jonathan Jiang, April 1, 2011.

The review focused on the following papers. Access is password restricted to AI LAB members only.

B. Hongji, E.Y. Chang. 2010. AdHeat: An Influence-based Diffusion Model for Propagating Hints to Match Ads. In Proceedings of the 19th international conference on World Wide Web.
S. Goel, R. Muhamad, D. Watts. 2009. Social Search in "Small-World" Experiments. In Proceedings of the 18th international conference on World Wide Web.
X. Jin, S. Spangle, R. Ma, J, Han. 2010. Topic Initiator Detection on the World Wide Web. In Proceedings of the 19th international conference on World Wide Web.
Y. Lu, P. Tsaparas, A. Ntoulas, L. Polyani. 2010. Exploiting Social Context for Review Quality Prediction. In Proceedings of the 19th international conference on World Wide Web.
S. Rendle, C. Freudenthaler, L.S. Thieme. 2010. Factorizing Personalized Markov Chains for Next-Basket Recommendation. In Proceedings of the 19th international conference on World Wide Web. [BEST PAPER 2010]
H. Lee, D. Leonard, X. Wang, D. Loguinov. 2008. IRLbot: Scaling to 6 Billion Pages and Beyond. In Proceedings of the 17th international conference on World Wide Web. [BEST PAPER 2008]
A. Goel, K. Munagala. 2009. Hybrid Keyword Search Auctions. In Proceedings of the 18th international conference on World Wide Web. [BEST PAPER 2009]
J. Yang, R. Cai, Y. Wang, J. Zhu, L. Zhang, W. Ma. 2009. Incorporating Site-Level Knowledge to Extract Structured Data from Web Forums. In Proceedings of the 18th international conference on World Wide Web.

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