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Chelsey Hill

Assistant Professor, Information Management and Business Analytics

Office:: School of Business 480
Email:: hillc@montclair.edu
Degrees:: BA, The College of New Jersey; MS, St. Joseph's University; PhD, Drexel University
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Fresneda, Jorge, Hill, Chelsey, Bharati, Roshani and Smith, Michael, “Social Media Targeting with Structural Topic Modeling.” In progress, Target Journal: <i>Journal of Advertising</i>
Hill, Chelsey and Fresneda, Jorge, “Wisdom of the Lexicon Crowd Hybrid Sentiment Analysis Approach.” In Progress, Target Journal: <i>Decision Support Systems</i>
Hill, Chelsey, Du, Lanqing, Johnson, Marina and McCullough, Bruce, “On the Accuracy of Estimation in R and Python.” RR1 WIRES Data Mining and Knowledge Discovery
Hill, Chelsey, Fresneda, Jorge and Murugan Anandarajan. The Wisdom of the Lexicon Crowd, complete, to be submitted to Decision Support Systems

J. Hui, J. Fresneda Fernandez, C. Hill (2022). Market Segmentation in the Emoji Era. Communications of the ACM
M. Johnson, R. Jain, m. Brennan, E. Swartz, D. Silver, J. Paolini, S. Mamonov, C. Hill (2021). Developing Big Data and AI Workforce Roadmap for A Data Driven Economy. Global Institute of Flexible Systems Management
J. Fresneda Fernandez, T. Burnham, C. Hill (2021). Structural topic modelling segmentation: a segmentation method combining latent content and customer context. Taylor
C. Hill, J. Li, M. Schneider, M. Wells (2020). The Tensor Autoregressive Model. Wiley
M. Anandarajan, C. Hill (2019). Data Quilting: Art and Science of Analyzing Disparate Data. Cogent
C. Hill, B. McCullough (2019). On the Accuracy of GARCH Estimation in R Packages. ERFIN
C. Wu, C. Hill, E. Yan (2017). Disciplinary knowledge diffusion in business research. JOURNAL OF INFORMETRICS
C. Hill-Esler (2013). Determinants of Process Change Outcome: An Exploratory Case Study Research Model. International Journal of Business Intelligence Research

Y. Ping, J. Fresneda, Y. Zhu, C. Hill (5s). . Key Opinion Leader and Business Growth: Econometrics and Machine Learning Approaches Advances in Digital Marketing and eCommerce, Springer
Y. Ping, C. Hill, F. Partovi (5s). 2016. Investing in Disaster Preparedness: Analytical Network Process Approach Northeast Decision Sciences Institute (NEDSI) Conference
C. Hill, C. Wu (5s). 2016. The Antecedents and Consequences of Automotive Recall Decision Making Northeast Decision Sciences Institute (NEDSI) Conference

M. Anandarajan, C. Hill, T. Nolan (2018). Practical Text Analytics –Maximizing the Value of Text Data. Springer