Abstract
This paper presents a prototype of a modeling tool specifically designed for business analysts with little modeling experience. The proposed tool has an interactive user interface for a dimensional data store that contains a library of analytical models that business analysts can evaluate and use to create models they can run on their own data sets. Using a design science approach, we review the relevant literature in self-efficacy and feedforward to provide a kernel theory that informs the design criteria met by our proof of concept prototype. Specifically, we demonstrate the prototype’s user interface with a prediction problem faced by the United States Department of Labor.
| Original language | English (US) |
|---|---|
| Title of host publication | AMCIS 2017 - America's Conference on Information Systems |
| Subtitle of host publication | A Tradition of Innovation |
| Publisher | Americas Conference on Information Systems |
| Volume | 2017-August |
| ISBN (Electronic) | 9780996683142 |
| State | Published - Jan 1 2017 |
| Event | America�s Conference on Information Systems: A Tradition of Innovation, AMCIS 2017 - Boston, United States Duration: Aug 10 2017 → Aug 12 2017 |
Other
| Other | America�s Conference on Information Systems: A Tradition of Innovation, AMCIS 2017 |
|---|---|
| Country/Territory | United States |
| City | Boston |
| Period | 8/10/17 → 8/12/17 |
Keywords
- Design Science
- Feedforward
- Model Building
- Self-Service BI
ASJC Scopus subject areas
- Computer Science Applications
- Information Systems
- Computer Networks and Communications