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Open Access. Powered by Scholars. Published by Universities.®

Management Information Systems

Virginia Commonwealth University

Theses/Dissertations

2019

Hybrid recommender

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Full-Text Articles in Business

Finpathlight: Framework For An Ontology-Based, Multiagent, Hybrid Recommender System Designed To Increase Consumer Financial Capability, Lawrence Bunnell Jan 2019

Finpathlight: Framework For An Ontology-Based, Multiagent, Hybrid Recommender System Designed To Increase Consumer Financial Capability, Lawrence Bunnell

Theses and Dissertations

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. …