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Author: Deidre E. Paris

Affiliation: Clark Atlanta University, United States

Keyword(s): Neural Networks, Decision Support Systems, Housing

Related Ontology Subjects/Areas/Topics: Artificial Intelligence and Decision Support Systems ; Enterprise Information Systems ; Strategic Decision Support Systems

Abstract: This research used neural networks to develop a decision support system, and model the relationship between one’s living environment and residential satisfaction. Residential satisfaction was investigated at two affordable housing multifamily rental properties located in Atlanta, Georgia. The neural network was trained using data from Defoors Ferry Manor and the network was validated using data from Moores Mill. The neural network accurately categorized ninety-eight percent of the cases in the training set and ninety-three percent of the cases in the validation test set. This research represents a first attempt to use neural networking to model the relationship between one’s living environment and residential satisfaction.

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Paper citation in several formats:
E. Paris, D. (2005). DECISION SUPPORT SYSTEM FOR AFFORDABLE HOUSING. In Proceedings of the Seventh International Conference on Enterprise Information Systems - Volume 2: ICEIS; ISBN 972-8865-19-8; ISSN 2184-4992, SciTePress, pages 273-282. DOI: 10.5220/0002536502730282

@conference{iceis05,
author={Deidre {E. Paris}.},
title={DECISION SUPPORT SYSTEM FOR AFFORDABLE HOUSING},
booktitle={Proceedings of the Seventh International Conference on Enterprise Information Systems - Volume 2: ICEIS},
year={2005},
pages={273-282},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002536502730282},
isbn={972-8865-19-8},
issn={2184-4992},
}

TY - CONF

JO - Proceedings of the Seventh International Conference on Enterprise Information Systems - Volume 2: ICEIS
TI - DECISION SUPPORT SYSTEM FOR AFFORDABLE HOUSING
SN - 972-8865-19-8
IS - 2184-4992
AU - E. Paris, D.
PY - 2005
SP - 273
EP - 282
DO - 10.5220/0002536502730282
PB - SciTePress

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