DOI
https://doi.org/10.25772/2YJQ-NZ42
Author ORCID Identifier
0000-0003-0621-3245
Defense Date
2019
Document Type
Dissertation
Degree Name
Doctor of Philosophy
Department
Business
First Advisor
Dr. Kweku-Muata Osei-Bryson
Second Advisor
Dr. Victoria Y. Yoon
Third Advisor
Dr. H. Roland Weistroffer
Fourth Advisor
Dr. Manoj A. Thomas
Fifth Advisor
Dr. Brent C. Smith
Abstract
This study is a design science research (DSR) project in which a description of the development and evaluation process for several novel technological artifacts will be communicated. Specifically, this study will establish: 1) an ontology of recommender systems issues, 2) an ontology of financial capability goals, and 3) a framework for a Personal Financial Recommender System (PFRS) application designed to improve user financial capability, called FinPathlight. The impetus for the RecSys Issues Ontology is to address a gap in the literature by providing researchers with a comprehensive knowledge classification of the issues and limitations inherent to recommender systems research. The development of a Financial Capability Goals Ontology will contribute domain knowledge classification for technological systems within the domain of finance and serves as a recommendation item knowledgebase for our PFRS. The FinPathlight framework provides the architecture and principles of implementation for a novel, financial-technology (FinTech) PFRS. FinPathlight is designed to improve the financial capability of its users through the recommendation, tracking and assistance with achieving financial capability enhancing goals.
This research is notable in that it expands the influence and furthers the relevance of information systems research by providing an explicitly applicable research solution to an area of significant socio-economic importance, financial capability, a heretofore unsolved “wicked problem” (Churchman 1967) domain. In light of current financial conditions, recommender systems research that addresses a problem such as consumer financial capability is a step towards ensuring that information systems research continues to matter and retain its influence and relevance in everyday practice.
Rights
© Lawrence Bunnell
Is Part Of
VCU University Archives
Is Part Of
VCU Theses and Dissertations
Date of Submission
5-6-2019