Agent-based Decision Support System for Technology Recommendation

This paper presents an idea of a multi-agent decision support system. Agent-based technology allows for decentralized problem solving and creating complex decision support systems, mixing various processing techniques, such as simulation, reasoning and machine learning and allows for distributed kno...

Full description

Saved in:
Bibliographic Details
Published in:Procedia computer science 2017, Vol.108, p.897-906
Main Authors: Legien, Grzegorz, Sniezynski, Bartlomiej, Wilk-Kołodziejczyk, Dorota, Kluska-Nawarecka, Stanisawa, Nawarecki, Edward, Jaśkowiec, Krzysztof
Format: Article
Language:English
Subjects:
agent-based expert system
inference
logic of plausible reasoning
machine learning integration
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary:This paper presents an idea of a multi-agent decision support system. Agent-based technology allows for decentralized problem solving and creating complex decision support systems, mixing various processing techniques, such as simulation, reasoning and machine learning and allows for distributed knowledge. Our main contribution is an agent-based architecture for decision support systems which is an agent-based implementation of a labeled deductive system. Such approach allows to decompose an inference algorithm into separate modules and distribute knowledge base into parts. The system is tested on a domain of material choice support for casting.
ISSN:1877-0509
1877-0509
DOI:10.1016/j.procs.2017.05.034