Abstract
This paper describes the use of inductive learning in MARBLE, a knowledge-based expert system I have developed for assisting business loan evaluation. Inductive learning is the process of inferring classification concepts from raw data; I use this technique to generate loan-granting decision rules based on historical and proforma financial information. A learning method is presented in this paper that can induce decision rules from training examples.
| Original language | English (US) |
|---|---|
| Pages (from-to) | 319-332 |
| Number of pages | 14 |
| Journal | Decision Support Systems |
| Volume | 3 |
| Issue number | 4 |
| DOIs | |
| State | Published - Dec 1987 |
Keywords
- Expert Systems for Business Loan Evaluation
- Inductive Learning
- Knowledge Acquisition
ASJC Scopus subject areas
- Management Information Systems
- Information Systems
- Developmental and Educational Psychology
- Arts and Humanities (miscellaneous)
- Information Systems and Management