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Full-Text Articles in Management Information Systems

Essays Of The Visual Effects On Online Human Decision-Making And Data Science Applications, Jian-Ren Hou Nov 2019

Essays Of The Visual Effects On Online Human Decision-Making And Data Science Applications, Jian-Ren Hou

Information Systems & Operations Management Dissertations

How human makes decisions online is an important research area in IS, many different techniques and online scenarios are used to probe into the related issues. In the first essay, this study investigates the crowdfunding platform. This study uses a deep neural network to extract the emotion metrics from the project images on the crowdfunding platform. The result shows that emotions in project images such as sadness and contentment can positively affect the performance of crowdfunding projects. This study also provides possible designs to change the emotions in the project images. In the second essay, this study investigates how to …


Three Essays On Text Analytics & Behavioral Operations Management, George Kurian Aug 2019

Three Essays On Text Analytics & Behavioral Operations Management, George Kurian

Information Systems & Operations Management Dissertations

My dissertation is about the use of textual analytics in the field of operations management and behavioral operations management. My first chapter analyses the growth of the area of operations management over the past 21 years using a combination of Author Co-Citation Analysis, topic modeling, and term co-occurrence maps. The results indicate that the field of operations management has evolved considerably over the past twenty-one years with the introduction of new topics such as behavioral operations management, healthcare operations management, knowledge-based capabilities, etc. Based on the findings of my first paper, my second and third chapters were developed. My second …