Quality of Life Modeling at the Regional Level

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216275%3A25410%2F11%3A39882690" target="_blank" >RIV/00216275:25410/11:39882690 - isvavai.cz</a>

Výsledek na webu

<a href="http://dx.doi.org/10.4018/978-1-60960-156-0.ch019" target="_blank" >http://dx.doi.org/10.4018/978-1-60960-156-0.ch019</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.4018/978-1-60960-156-0.ch019" target="_blank" >10.4018/978-1-60960-156-0.ch019</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Quality of Life Modeling at the Regional Level

Popis výsledku v původním jazyce

The chapter presents the problem of quality of life modeling in the Czech Republic based on classification methods. It concerns a comparison of methodological approaches; in the first case the approach of the Institute of Sociology of the Academy of Sciences of the Czech Republic was used, the second case is concerning a project of the civic association Team Initiative for Local Sustainable Development. On the basis of real data sets from the institute and team initiative the authors synthesized and analyzed quality of life classification models. They used decision tree classification algorithms for generating transparent decision rules and compare the classification results of decision tree. The classifier models on the basis of C5.0, CHAID, C&amp;RTand C5.0 boosting algorithms were proposed and analyzed. The designed classification model was created in Clementine.

Název v anglickém jazyce

Quality of Life Modeling at the Regional Level

Popis výsledku anglicky

The chapter presents the problem of quality of life modeling in the Czech Republic based on classification methods. It concerns a comparison of methodological approaches; in the first case the approach of the Institute of Sociology of the Academy of Sciences of the Czech Republic was used, the second case is concerning a project of the civic association Team Initiative for Local Sustainable Development. On the basis of real data sets from the institute and team initiative the authors synthesized and analyzed quality of life classification models. They used decision tree classification algorithms for generating transparent decision rules and compare the classification results of decision tree. The classifier models on the basis of C5.0, CHAID, C&amp;RTand C5.0 boosting algorithms were proposed and analyzed. The designed classification model was created in Clementine.

Druh

C - Kapitola v odborné knize

CEP obor

AE - Řízení, správa a administrativa

OECD FORD obor

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Projekt

Výsledek vznikl pri realizaci vícero projektů. Více informací v záložce Projekty.

Návaznosti

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Rok uplatnění

2011

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název knihy nebo sborníku

Environmental Modeling for Sustainable Regional Development : System Approaches and Advanced Methods

ISBN

978-1-60960-156-0

Počet stran výsledku

24

Strana od-do

392-415

Počet stran knihy

473

Název nakladatele

IGI Global

Místo vydání

Hershey

Kód UT WoS kapitoly

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