Paper Info
Title
Concept of a Multi-Agent System for Assisting in Real Estate Appraisals
Abstract
The general architecture of a multi-agent system for real estate appraisal (MAREA) is presented in the paper. The appraisal data warehouse is filled with data drawn from source cadastral databases. Data driven appraisal models are created using different machine learning algorithms. Architecture of the MAREA system in the JADE platform was also proposed. Several experiments aimed to assess the usefulness of different machine learning algorithms for the system were conducted using the KEEL tool.
Year
DOI
Venue
2009
10.1007/978-3-642-01665-3_6
KES-AMSTA
Keywords
Field
DocType
jade platform,appraisal data warehouse,real estate appraisals,general architecture,multi-agent system,marea system,source cadastral databases,real estate appraisal,keel tool,different machine,appraisal model,real estate,data warehouse,multi agent system,machine learning
Data warehouse,Inductive logic programming,Data mining,Real estate,Real estate appraisal,Data-driven,Cadastre,Computer science,Support vector machine,Multi-agent system
Conference
Volume
ISSN
Citations 
5559
0302-9743
4
PageRank 
References 
Authors
0.41
17
4
Name
Order
Citations
PageRank
Tadeusz Lasota134825.33
Zbigniew Telec217014.92
Bogdan Trawiński328824.72
Krzysztof Trawiński424716.06