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ACM Transactions on Computer-Human Interaction
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ACM Transactions on Information Systems
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Communications of the ACM
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Communications of the IIMA
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IEEE Intelligent Systems
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IEEE Transactions on Systems Man & Cybernetics - Part A
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Information Systems Frontiers
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Intelligent Systems in Accounting; Finance and Management
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Journal of Economics and International Finance
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Journal of Electronic Commerce Research
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Journal of Engineering and Computer Innovations
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Journal of Physical Education and Sport Management
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Executive Committee Member - IIMA, 2010-2012
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Program Committee Member - Workshop on Social Media, 2010
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Track Chair - IIMA, 2009-2012
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Track Chair - Midwest DSI, 2011
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#SM - Social Media Conference
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AAAI - American Association for Artificial Intelligence
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AMCIS - Americas Conference on Information Systems
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BPM - Business Process Management
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CIKM - Conference on Information Knowledge and Management
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DELOS - Workshop on User Interfaces in Digital Libraries
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DESRIST - International Conference on Design Science
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DGO - International Conference on Digital Government Research
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ECDL - European Conference on Digital Libraries
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ICADL - International Conference of Asian Digital Libraries
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ICEB - International Conference on Electronic Business
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ICIS - International Conference on Information Systems
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IIMA - International Information Management Association
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ISI - IEEE International Conference on Intelligence and Security Informatics
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JCDL - Joint Conference on Digital Libraries
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PSB - Pacific Symposium on BioComputing
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SISC - San Diego International Systems Conference
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WeB - Workshop on e-Business
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WISI - Workshop on Security and Intelligence Informatics
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WSA - Workshop on Sciences of the Artificial
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ACM - Association for Computer Machinery
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AIS - Association for Information Systems
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IEEE - Institute for Electrical and Electronics Engineers
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SABR - Society for American Baseball Research
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SSKE - Society of Sports Knowledge Engineering
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Schumaker, R., Zhang, Y., & Huang, C., (2012)
Sentiment Analysis of Financial News Articles.
Communications of the International Information Management Association, Forthcoming
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Schumaker, R., Zhang, Y., Huang, C. & Chen, H., (2011)
Evaluating Sentiment in Financial News Articles.
Decision Support Systems, Forthcoming
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Schumaker, R., (2011)
From Data to Wisdom: The Progression of Computational Learning in Text Mining.
Communications of the International Information Management Association, 11(1): 39-48
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Schumaker, R., (2010)
Analyzing Parts of Speech and their Impact on Stock Price.
Communications of the International Information Management Association, 10(3): 1-10
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Schumaker, R., & Chen, H., (2010)
Interaction Analysis of the ALICE Chatterbot: A Two Study Investigation of Dialog and Domain Questioning.
IEEE Systems Man and Cybernetics, Part A, 40(1): 40-51
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Schumaker, R., & Chen, H., (2010)
A Discrete Stock Price Prediction Engine Based on Financial News.
IEEE Computer, 43(1): 51-56
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Schumaker, R., Solieman, O., & Chen, H., (2009)
Sports Knowledge Management and Data Mining.
Annual Review of Information Science and Technology, 44
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Schumaker, R., & Chen, H., (2009)
A Quantitative Stock Prediction System based on Financial News.
Information Processing and Management, 45(5): 571-583
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Schumaker, R., & Chen, H., (2009)
Textual Analysis of Stock Market Prediction Using Breaking Financial News.
Association for Computing Machinery Transactions on Information Systems, 27(2)
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Schumaker, R., & Johnson, J., (2008)
An Investigation of SVM Regression to Predict Longshot Greyhound Races.
Communications of the International Information Management Association, 8(2): 67-82
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Schumaker, R., & Chen, H., (2008)
Evaluating a News-Aware Quantitative Trader: The Effects of Momentum and Contrarian Stock Selection Strategies.
Journal of the American Society for Information Science and Technology, 59(2): 247-255
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Schumaker, R., & Chen, H., (2007)
Leveraging Question Answer Technology to Address Terrorism Inquiry.
Decision Support Systems, 43(4): 1419-1430
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Schumaker, R., Liu, Y., Ginsburg, M., & Chen, H., (2007)
Evaluating the Efficacy of a Terrorism Question Answer System: The TARA Project.
Communications of the ACM, 50(7): 74-80
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Schumaker, R., Ginsburg, M., Chen, H., & Liu, Y., (2007)
An Evaluation of the Chat and Knowledge Delivery Components of a Low-Level Dialog System: The AZ-ALICE Experiment.
Decision Support Systems, 42(4): 2236-2246
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Schumaker, R., Liu, Y., Ginsburg, M., & Chen, H., (2006)
Evaluating Mass Knowledge Acquisition using the ALICE Chatterbot.
International Journal of Human-Computer Studies, 64(11): 1132-1140
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Schumaker, R., (2011)
From Data to Wisdom: The Progression of Computational Learning in Text Mining.
22nd Annual Conference of the International Information Management Association, Oct 2011. New Orleans LA
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Schumaker, R., (2011)
Using SVM Regression to Predict Harness Races: A One Year Study on Northfield Park.
Midwest Decision Sciences Institute, May 2011. Indianapolis IN
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Schumaker, R., (2010)
Analyzing Parts of Speech and their Impact on Stock Price.
21st Annual Conference of the International Information Management Association, Oct 2010. Utrecht Netherlands
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Schumaker, R., (2010)
An Analysis of Verbs in Financial News Articles and their Impact on Stock Price.
NAACL Workshop on Social Media and Computational Linguistics, June 2010. Los Angeles CA
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Schumaker, R., Zhang, Y., & Huang, C., (2009)
Sentiment Analysis of Financial News Articles.
20th Annual Conference of International Information Management Association, Oct 2009. Houston TX
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Schumaker, R., (2009)
Analyzing Representational Schemes of Financial News Articles.
The Third China Summer Workshop on Information Systems, June 2009. Guangzhou China
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Schumaker, R., & Johnson, J., (2008)
An Investigation of SVM Regression to Predict Longshot Greyhound Races.
19th Annual Conference of International Information Management Association (IIMA-2008), Oct 2008. San Diego CA
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Schumaker, R., & Chen, H., (2006)
Textual Analysis of Stock Market Prediction Using Financial News Articles.
12th Americas Conference on Information Systems (AMCIS-2006), Aug 2006. Acapulco Mexico
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McDonald, D., Chen, H., & Schumaker, R., (2005)
Transforming Open-Source Documents to Terror Networks: The Arizona TerrorNet.
American Association for Artificial Intelligence Conference (AAAI-2005), March 2005. Stanford CA
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Reid, E., Qin, J., Chung, W., Xu, J., Zhou, Y., Schumaker, R., Sageman, M., & Chen, H., (2004)
Terrorism Knowledge Discovery Project: A Knowledge Discovery Approach to Addressing the Threats of Terrorism.
2nd Symposium on Intelligence and Security Informatics (ISI-2004), June 2004. Tucson AZ
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Schumaker, R., Solieman, O., & Chen, H.,
Sports Data Mining: Uncovering New Knowledge and Performance Measures, New York: Springer, (2010)
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Schumaker, R., & Chen, H.,
"Predicting Stock Price Movement from Financial News Articles" in Alexander Yap.
Information Systems for Global Financial Markets: Emerging Developments and Effects, pp 96-128 New York: IGI Global, (2011)
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Schumaker, R., & Chen, H.,
"Case Study 17: A Dialog System for Terrorism Resources" in
Hsinchun Chen.
Intelligence and Security Informatics for International Security:
Sharing and Data Mining, pp 136-139 New York: Springer, (2006)
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| Posters and Demonstrations |
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Schumaker, R., Chen, H., Wang, T., & Wilkerson, J., (2005)
Terror Tracker System: A Web Portal for Terrorism Research.
Joint Conference on Digital Libraries (JCDL-2005), June 2005. Denver CO
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Schumaker, R., & Chen, H., (2005)
Question Answer TARA: A Terrorism Activity Resource Application.
3rd Symposium on Intelligence and Security Informatics (ISI-2005), May 2005. Atlanta GA
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Schumaker, R.,
Machine Learning the Harness Track: A One Year Study of Northfield Park.
IEEE Transactions on Knowledge and Data Engineering
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Schumaker, R.,
Machine Learning the Harness Track: Crowdsourcing and Varying Race History.
Decision Support Systems
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Schumaker, R.,
Machine Learning the Harness Track: The Complete Effect of Race History on Prediction.
Information Systems Frontiers
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Schumaker, R., & Heiman, T.,
Machine Learning the Harness Track: A Comparison of Multiple Regression Learners.
TBD
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Schumaker, R.,
Machine Learning the Harness Track: Detecting Outliers and Uncovering Fraud.
Midwest Decision Sciences Institute Conference
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Schumaker, R., Dang, Y., & Zhang, Y.,
Sentiment Analysis of Twitter on European Premier League Soccer Games.
TBD
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Schumaker, R.,
An Investigation of SVM Regression to Predict Longshot Thoroughbred Races.
TBD
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