Business Commons^™

Using Machine Learning Techniques To Model Encoder/Decoder Pair For Non-Invasive Electroencephalographic Wireless Signal Transmission, Ernst Fanfan

Master of Science in Computer Science Theses

This study investigated the application and enhancement of Non-Invasive Brain-Computer Interfaces (NI-BCIs), focused on enhancing the efficiency and effectiveness of this technology for individuals with severe physical limitations. The core research goal was to improve current limitations associated with wires, noise, and invasive procedures often associated with BCI technology. The key discussed solution involves developing an optimized Encoder/Decoder (E/D) pair using machine learning techniques, particularly those borrowed from Generative Adversarial Networks (GAN) and other Deep Neural Networks, to minimize data transmission and ensure robustness against data degradation. The study highlighted the crucial role of machine learning in self-adjusting and isolating …

Making Good Decisions: An Attribution Model Of Decision Quality In Decision Tasks, Bethany Niese

PhD in Business Administration Dissertations

Decision-makers endeavor to obtain the decision quality which puts them in a position to reach their goals. In order to control or influence decision quality, the processes by which individuals form their beliefs must be understood. In addition, many decision makers rely on decision support technologies to help find patterns in data and make sense of the input, so these technologies must be considered in parallel with the processes.

There have been numerous studies conducted to illuminate the factors which affect decision quality, however, many of these studies focused on objective measures and factors. This approach ignores individual perception, belief, …

Trust And Distrust Scale Development: Operationalization And Instrument Validation, John D. Rusk

Doctor of Business Administration Dissertations

Trust and distrust have been studied at great length by researchers in the field of information systems and various other fields over the past few decades without reaching consensus on conceptualization and measurement. The goal of this study was to determine if individual trust and distrust are separate constructs or opposite ends of the same continuum. To this end, based on theoretical rationale, an aggregation of extant, validated trust and distrust instruments combined with newly created trust and distrust items were used as input into a rigorous Q-sorting procedure. The Q-sorting process led to the first contribution of this research: …

Enterprise Resource Planning Systems In Family Firms, James Nathan Smith

Doctor of Business Administration Dissertations

For organizations that have them, an enterprise resource planning (ERP) system is an organization’s most wide-reaching information system, sitting at the heart of its accounting and operational structure. Thus, successful implementation of an ERP is critical to an organization’s success. Organizations have long struggled with achieving successful implementations of large-scale information systems, and family influenced firms are no exception. In light of unique considerations for family influenced firms as compared with non-family influenced firms, this research examines the relation between the influence of family ownership in family business and success in implementing an ERP system. This research presents a quantitative …

Management And Organizational Influences On The Compliance Behavior Of Employees To Reduce Non-Malicious It Misuse Intention, Randy G. Colvin

Doctor of Business Administration Dissertations

The widespread use of information technology and information systems (IT) throughout corporations, too often includes employees who choose not to follow the stated policies and procedures in performing their job tasks. In many cases, this encompasses employees who mean no harm, but choose not to comply with IT policies and procedures. The present study frames such compliance behavior as non-malicious IT misuse. Non-malicious IT misuse by an employee occurs when the employee improvises, takes short cuts, or works around IT procedures and guidelines in order to perform their assigned tasks. As expressed, they do not intend to cause internal control …

A Study On Information Technology Consumerization: Intentions To Use And Recognize Use Behaviors, Lorraine A. Lamb

Doctor of Business Administration Dissertations

The paper examines the influences of users’ beliefs, attitudes, social norms, and perceived control on IT Consumerization use in the technology industry. It was expected to find significant influences leading to intention to use and actual use of the consumerization service. By identifying key drivers that lead to actual use, more was understood as to how to successfully position the service within an organization in such a way so as to connect the employee’s interest to using an IT Consumerization service. In addition, the academic field of research is expanded by leveraging a well-grounded theoretical framework and an exploration of …

Intuition And Its Impact On Information Systems Success, Robecca Quammen

Doctor of Business Administration Dissertations

The concept of Intuition is not new to management and behavioral sciences. However, defining Intuition has been anything but intuitive even in these heavily studied domains. This research seeks to expand current Intuition research into the information systems (IS) domain. Given the velocity of change in contemporary IS, researchers and practitioners are seeking richer explanations and success measurements to better understand and promote effective use of IS. A preliminary content analysis of select proceedings from the Americas Conference on Information Systems (AMCIS), designed to assess the investigation and interest in the concept of Intuition as a contemporary IS research topic, …

An Examination Of Fit And The Use Of Mobile Devices For Performing Tasks, Carole L. Hollingsworth

Doctor of Business Administration Dissertations

This research seeks to better understand an individual’s use of mobile devices and the matching fit between type of mobile device and activity. As mobile devices swiftly progress and alter individuals’ ways of interacting with technology, a more comprehensive understanding of how tasks are impacted may help ensure appropriate device selection. The ability for more targeted device selection may increase use and help mobile device users and designers avoid the pitfalls of pre-existing, traditional technology.

Building on identified antecedents of success from the DeLone & McLean Information Systems Success Model and focusing on the measurement of hedonic and utilitarian tasks …