Name
Abstract | ||
|---|---|---|
Business Intelligence has gained relevance during the last years to improve business decision making. However, there is still a growing need of developing innovative tools that can help small to medium sized enterprises to predict risky situations and manage inefficient activities. This article present a multi-agent system especially created to detect risky situations and provide recommendations to the internal auditors of SMEs. The core of the multi-agent system is a type of agent with advanced capacities for reasoning to make predictions based on previous experiences. This agent type is used to implement a evaluator agent specialized in detect risky situations and an advisor agent aimed at providing decision support facilities. Both agents incorporate innovative techniques in the stages of the CBR system. An initial prototype was developed and the results obtained related to small and medium enterprises in a real scenario are presented. |
Year | DOI | Venue |
|---|---|---|
2012 | 10.1016/j.eswa.2012.01.001 | Expert Syst. Appl. |
Keywords | Field | DocType |
innovative tool,cbr system,agent type,multi-agent system,medium business,business decision,web-based risk management,decision support facility,innovative technique,evaluator agent,advisor agent,risky situation,business intelligence | Small and medium-sized enterprises,Computer science,Decision support system,Knowledge management,Multi-agent system,Business decision mapping,Risk management,Internal audit,Web application,Business intelligence | Journal |
Volume | Issue | ISSN |
39 | 8 | 0957-4174 |
Citations | PageRank | References |
18 | 0.62 | 45 |
Authors | ||
5 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Javier Bajo | 1 | 1451 | 118.96 |
| María L. Borrajo | 2 | 18 | 0.62 |
| Juan F. De Paz | 3 | 317 | 22.52 |
| Juan M. Corchado | 4 | 2899 | 239.10 |
| María A. Pellicer | 5 | 99 | 4.44 |