The effect of environmental risk factors and socio-economic development on city life-cycle: An association rule mining approach

Erkan Isikli; Alp Ustundag; Emre Cevikcan

The effect of environmental risk factors and socio-economic development on city life-cycle: An association rule mining approach

Department of Industrial Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

Due to industrialization and urbanization, the social economy develops in an unparalleled speed, while it certainly fosters the consumption of natural resources and the pressure to protect ecological environment. In this study, association rule mining approach was proposed to analyze the effects of socio-economic development and environmental risks on city life-cycle under the consideration of birth, death, and emigration rates. The Weka implementation of Apriori and Tertius algorithms were performed to generate rules and the most interesting rules were listed.

Original language	English
Title of host publication	Intelligent Systems and Decision Making for Risk Analysis and Crisis Response - Proceedings of the 4th International Conference on Risk Analysis and Crisis Response, RACR 2013
Pages	695-700
Number of pages	6
Publication status	Published - 2013
Event	4th International Conference on Risk Analysis and Crisis Response, RACR 2013 - Istanbul, Turkey Duration: 27 Aug 2013 → 29 Aug 2013

Publication series

Name	Intelligent Systems and Decision Making for Risk Analysis and Crisis Response - Proceedings of the 4th International Conference on Risk Analysis and Crisis Response, RACR 2013

Conference

Conference	4th International Conference on Risk Analysis and Crisis Response, RACR 2013
Country/Territory	Turkey
City	Istanbul
Period	27/08/13 → 29/08/13

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 8 Decent Work and Economic Growth
SDG 11 Sustainable Cities and Communities

Cite this

Isikli, E., Ustundag, A., & Cevikcan, E. (2013). The effect of environmental risk factors and socio-economic development on city life-cycle: An association rule mining approach. In Intelligent Systems and Decision Making for Risk Analysis and Crisis Response - Proceedings of the 4th International Conference on Risk Analysis and Crisis Response, RACR 2013 (pp. 695-700). (Intelligent Systems and Decision Making for Risk Analysis and Crisis Response - Proceedings of the 4th International Conference on Risk Analysis and Crisis Response, RACR 2013).

Isikli, Erkan ; Ustundag, Alp ; Cevikcan, Emre. / The effect of environmental risk factors and socio-economic development on city life-cycle : An association rule mining approach. Intelligent Systems and Decision Making for Risk Analysis and Crisis Response - Proceedings of the 4th International Conference on Risk Analysis and Crisis Response, RACR 2013. 2013. pp. 695-700 (Intelligent Systems and Decision Making for Risk Analysis and Crisis Response - Proceedings of the 4th International Conference on Risk Analysis and Crisis Response, RACR 2013).

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title = "The effect of environmental risk factors and socio-economic development on city life-cycle: An association rule mining approach",

abstract = "Due to industrialization and urbanization, the social economy develops in an unparalleled speed, while it certainly fosters the consumption of natural resources and the pressure to protect ecological environment. In this study, association rule mining approach was proposed to analyze the effects of socio-economic development and environmental risks on city life-cycle under the consideration of birth, death, and emigration rates. The Weka implementation of Apriori and Tertius algorithms were performed to generate rules and the most interesting rules were listed.",

author = "Erkan Isikli and Alp Ustundag and Emre Cevikcan",

year = "2013",

language = "English",

isbn = "9781138000193",

series = "Intelligent Systems and Decision Making for Risk Analysis and Crisis Response - Proceedings of the 4th International Conference on Risk Analysis and Crisis Response, RACR 2013",

pages = "695--700",

booktitle = "Intelligent Systems and Decision Making for Risk Analysis and Crisis Response - Proceedings of the 4th International Conference on Risk Analysis and Crisis Response, RACR 2013",

note = "4th International Conference on Risk Analysis and Crisis Response, RACR 2013 ; Conference date: 27-08-2013 Through 29-08-2013",

}

Isikli, E , Ustundag, A & Cevikcan, E 2013, The effect of environmental risk factors and socio-economic development on city life-cycle: An association rule mining approach. in Intelligent Systems and Decision Making for Risk Analysis and Crisis Response - Proceedings of the 4th International Conference on Risk Analysis and Crisis Response, RACR 2013. Intelligent Systems and Decision Making for Risk Analysis and Crisis Response - Proceedings of the 4th International Conference on Risk Analysis and Crisis Response, RACR 2013, pp. 695-700, 4th International Conference on Risk Analysis and Crisis Response, RACR 2013, Istanbul, Turkey, 27/08/13.

The effect of environmental risk factors and socio-economic development on city life-cycle: An association rule mining approach. / Isikli, Erkan ; Ustundag, Alp ; Cevikcan, Emre.
Intelligent Systems and Decision Making for Risk Analysis and Crisis Response - Proceedings of the 4th International Conference on Risk Analysis and Crisis Response, RACR 2013. 2013. p. 695-700 (Intelligent Systems and Decision Making for Risk Analysis and Crisis Response - Proceedings of the 4th International Conference on Risk Analysis and Crisis Response, RACR 2013).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - The effect of environmental risk factors and socio-economic development on city life-cycle

T2 - 4th International Conference on Risk Analysis and Crisis Response, RACR 2013

AU - Isikli, Erkan

AU - Ustundag, Alp

AU - Cevikcan, Emre

PY - 2013

Y1 - 2013

N2 - Due to industrialization and urbanization, the social economy develops in an unparalleled speed, while it certainly fosters the consumption of natural resources and the pressure to protect ecological environment. In this study, association rule mining approach was proposed to analyze the effects of socio-economic development and environmental risks on city life-cycle under the consideration of birth, death, and emigration rates. The Weka implementation of Apriori and Tertius algorithms were performed to generate rules and the most interesting rules were listed.

AB - Due to industrialization and urbanization, the social economy develops in an unparalleled speed, while it certainly fosters the consumption of natural resources and the pressure to protect ecological environment. In this study, association rule mining approach was proposed to analyze the effects of socio-economic development and environmental risks on city life-cycle under the consideration of birth, death, and emigration rates. The Weka implementation of Apriori and Tertius algorithms were performed to generate rules and the most interesting rules were listed.

UR - https://www.scopus.com/pages/publications/84887960496

M3 - Conference contribution

AN - SCOPUS:84887960496

SN - 9781138000193

T3 - Intelligent Systems and Decision Making for Risk Analysis and Crisis Response - Proceedings of the 4th International Conference on Risk Analysis and Crisis Response, RACR 2013

SP - 695

EP - 700

BT - Intelligent Systems and Decision Making for Risk Analysis and Crisis Response - Proceedings of the 4th International Conference on Risk Analysis and Crisis Response, RACR 2013

Y2 - 27 August 2013 through 29 August 2013

ER -

Isikli E , Ustundag A , Cevikcan E. The effect of environmental risk factors and socio-economic development on city life-cycle: An association rule mining approach. In Intelligent Systems and Decision Making for Risk Analysis and Crisis Response - Proceedings of the 4th International Conference on Risk Analysis and Crisis Response, RACR 2013. 2013. p. 695-700. (Intelligent Systems and Decision Making for Risk Analysis and Crisis Response - Proceedings of the 4th International Conference on Risk Analysis and Crisis Response, RACR 2013).

The effect of environmental risk factors and socio-economic development on city life-cycle: An association rule mining approach

Abstract

Publication series

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UN SDGs

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