An Integrated Fuzzy DEMATEL and Fuzzy Cognitive Mapping Methodology for Prioritizing Smart Campus Investments

Ali Karasan; Cengiz Kahraman

doi:10.1007/978-3-030-51156-2_81

An Integrated Fuzzy DEMATEL and Fuzzy Cognitive Mapping Methodology for Prioritizing Smart Campus Investments

Ali Karasan^*, Cengiz Kahraman

^*Corresponding author for this work

Department of Industrial Engineering

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

1 Citation (Scopus)

Abstract

Based on the development of the technologies, traditional education systems are in a transformation to catch the era. This transformation is mainly based on 4 dimensions: Strategic plan of the university, functionality for the users, financial aspects, and physical infrastructure. Based on these dimensions, there are 4 most attracted investment areas in the literature review: smart buildings, parking systems, energy savings, e-learning systems. In this study, a preliminary work for a smart campus project of a public university is constructed to prioritize the investment alternatives based on the dimensions’ sub-criteria. For the evaluation process, fuzzy DEMATEL and cognitive mapping methods are applied. Fuzzy DEMATEL method is applied to obtain influences of the criteria and investments based on the expert judgments. Then, cognitive mapping is conducted to prioritize the investments together with the sub-criteria.

Original language	English
Title of host publication	Intelligent and Fuzzy Techniques
Subtitle of host publication	Smart and Innovative Solutions - Proceedings of the INFUS 2020 Conference
Editors	Cengiz Kahraman, Sezi Cevik Onar, Basar Oztaysi, Irem Ucal Sari, Selcuk Cebi, A. Cagri Tolga
Publisher	Springer
Pages	701-708
Number of pages	8
ISBN (Print)	9783030511555
DOIs	https://doi.org/10.1007/978-3-030-51156-2_81
Publication status	Published - 2021
Event	International Conference on Intelligent and Fuzzy Systems, INFUS 2020 - Istanbul, Turkey Duration: 21 Jul 2020 → 23 Jul 2020

Publication series

Name	Advances in Intelligent Systems and Computing
Volume	1197 AISC
ISSN (Print)	2194-5357
ISSN (Electronic)	2194-5365

Conference

Conference	International Conference on Intelligent and Fuzzy Systems, INFUS 2020
Country/Territory	Turkey
City	Istanbul
Period	21/07/20 → 23/07/20

Bibliographical note

Publisher Copyright:
© 2021, The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG.

Keywords

Decision making
Fuzzy DEMATEL
Fuzzy cognitive maps
Smart campus

UN SDGs

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

Access to Document

10.1007/978-3-030-51156-2_81

Cite this

Karasan, A., & Kahraman, C. (2021). An Integrated Fuzzy DEMATEL and Fuzzy Cognitive Mapping Methodology for Prioritizing Smart Campus Investments. In C. Kahraman, S. Cevik Onar, B. Oztaysi, I. U. Sari, S. Cebi, & A. C. Tolga (Eds.), Intelligent and Fuzzy Techniques: Smart and Innovative Solutions - Proceedings of the INFUS 2020 Conference (pp. 701-708). (Advances in Intelligent Systems and Computing; Vol. 1197 AISC). Springer. https://doi.org/10.1007/978-3-030-51156-2_81

Karasan, Ali ; Kahraman, Cengiz. / An Integrated Fuzzy DEMATEL and Fuzzy Cognitive Mapping Methodology for Prioritizing Smart Campus Investments. Intelligent and Fuzzy Techniques: Smart and Innovative Solutions - Proceedings of the INFUS 2020 Conference. editor / Cengiz Kahraman ; Sezi Cevik Onar ; Basar Oztaysi ; Irem Ucal Sari ; Selcuk Cebi ; A. Cagri Tolga. Springer, 2021. pp. 701-708 (Advances in Intelligent Systems and Computing).

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abstract = "Based on the development of the technologies, traditional education systems are in a transformation to catch the era. This transformation is mainly based on 4 dimensions: Strategic plan of the university, functionality for the users, financial aspects, and physical infrastructure. Based on these dimensions, there are 4 most attracted investment areas in the literature review: smart buildings, parking systems, energy savings, e-learning systems. In this study, a preliminary work for a smart campus project of a public university is constructed to prioritize the investment alternatives based on the dimensions{\textquoteright} sub-criteria. For the evaluation process, fuzzy DEMATEL and cognitive mapping methods are applied. Fuzzy DEMATEL method is applied to obtain influences of the criteria and investments based on the expert judgments. Then, cognitive mapping is conducted to prioritize the investments together with the sub-criteria.",

keywords = "Decision making, Fuzzy DEMATEL, Fuzzy cognitive maps, Smart campus",

author = "Ali Karasan and Cengiz Kahraman",

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language = "English",

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Karasan, A & Kahraman, C 2021, An Integrated Fuzzy DEMATEL and Fuzzy Cognitive Mapping Methodology for Prioritizing Smart Campus Investments. in C Kahraman, S Cevik Onar, B Oztaysi, IU Sari, S Cebi & AC Tolga (eds), Intelligent and Fuzzy Techniques: Smart and Innovative Solutions - Proceedings of the INFUS 2020 Conference. Advances in Intelligent Systems and Computing, vol. 1197 AISC, Springer, pp. 701-708, International Conference on Intelligent and Fuzzy Systems, INFUS 2020, Istanbul, Turkey, 21/07/20. https://doi.org/10.1007/978-3-030-51156-2_81

An Integrated Fuzzy DEMATEL and Fuzzy Cognitive Mapping Methodology for Prioritizing Smart Campus Investments. / Karasan, Ali; Kahraman, Cengiz.
Intelligent and Fuzzy Techniques: Smart and Innovative Solutions - Proceedings of the INFUS 2020 Conference. ed. / Cengiz Kahraman; Sezi Cevik Onar; Basar Oztaysi; Irem Ucal Sari; Selcuk Cebi; A. Cagri Tolga. Springer, 2021. p. 701-708 (Advances in Intelligent Systems and Computing; Vol. 1197 AISC).

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

TY - GEN

T1 - An Integrated Fuzzy DEMATEL and Fuzzy Cognitive Mapping Methodology for Prioritizing Smart Campus Investments

AU - Karasan, Ali

AU - Kahraman, Cengiz

PY - 2021

Y1 - 2021

N2 - Based on the development of the technologies, traditional education systems are in a transformation to catch the era. This transformation is mainly based on 4 dimensions: Strategic plan of the university, functionality for the users, financial aspects, and physical infrastructure. Based on these dimensions, there are 4 most attracted investment areas in the literature review: smart buildings, parking systems, energy savings, e-learning systems. In this study, a preliminary work for a smart campus project of a public university is constructed to prioritize the investment alternatives based on the dimensions’ sub-criteria. For the evaluation process, fuzzy DEMATEL and cognitive mapping methods are applied. Fuzzy DEMATEL method is applied to obtain influences of the criteria and investments based on the expert judgments. Then, cognitive mapping is conducted to prioritize the investments together with the sub-criteria.

AB - Based on the development of the technologies, traditional education systems are in a transformation to catch the era. This transformation is mainly based on 4 dimensions: Strategic plan of the university, functionality for the users, financial aspects, and physical infrastructure. Based on these dimensions, there are 4 most attracted investment areas in the literature review: smart buildings, parking systems, energy savings, e-learning systems. In this study, a preliminary work for a smart campus project of a public university is constructed to prioritize the investment alternatives based on the dimensions’ sub-criteria. For the evaluation process, fuzzy DEMATEL and cognitive mapping methods are applied. Fuzzy DEMATEL method is applied to obtain influences of the criteria and investments based on the expert judgments. Then, cognitive mapping is conducted to prioritize the investments together with the sub-criteria.

KW - Decision making

KW - Fuzzy DEMATEL

KW - Fuzzy cognitive maps

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A2 - Kahraman, Cengiz

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A2 - Oztaysi, Basar

A2 - Sari, Irem Ucal

A2 - Cebi, Selcuk

A2 - Tolga, A. Cagri

PB - Springer

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Y2 - 21 July 2020 through 23 July 2020

ER -

Karasan A, Kahraman C. An Integrated Fuzzy DEMATEL and Fuzzy Cognitive Mapping Methodology for Prioritizing Smart Campus Investments. In Kahraman C, Cevik Onar S, Oztaysi B, Sari IU, Cebi S, Tolga AC, editors, Intelligent and Fuzzy Techniques: Smart and Innovative Solutions - Proceedings of the INFUS 2020 Conference. Springer. 2021. p. 701-708. (Advances in Intelligent Systems and Computing). doi: 10.1007/978-3-030-51156-2_81

An Integrated Fuzzy DEMATEL and Fuzzy Cognitive Mapping Methodology for Prioritizing Smart Campus Investments

Abstract

Publication series

Conference

Bibliographical note

Keywords

UN SDGs

Access to Document

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