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

^*Bu çalışma için yazışmadan sorumlu yazar

Endüstri Mühendisliği Bölümü

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

1 Atıf (Scopus)

Özet

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.

Orijinal dil	İngilizce
Ana bilgisayar yayını başlığı	Intelligent and Fuzzy Techniques
Ana bilgisayar yayını alt yazısı	Smart and Innovative Solutions - Proceedings of the INFUS 2020 Conference
Editörler	Cengiz Kahraman, Sezi Cevik Onar, Basar Oztaysi, Irem Ucal Sari, Selcuk Cebi, A. Cagri Tolga
Yayınlayan	Springer
Sayfalar	701-708
Sayfa sayısı	8
ISBN (Basılı)	9783030511555
DOI'lar	https://doi.org/10.1007/978-3-030-51156-2_81
Yayın durumu	Yayınlandı - 2021
Etkinlik	International Conference on Intelligent and Fuzzy Systems, INFUS 2020 - Istanbul, Turkey Süre: 21 Tem 2020 → 23 Tem 2020

Yayın serisi

Adı	Advances in Intelligent Systems and Computing
Hacim	1197 AISC
ISSN (Basılı)	2194-5357
ISSN (Elektronik)	2194-5365

???event.eventtypes.event.conference???

???event.eventtypes.event.conference???	International Conference on Intelligent and Fuzzy Systems, INFUS 2020
Ülke/Bölge	Turkey
Şehir	Istanbul
Periyot	21/07/20 → 23/07/20

Bibliyografik not

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

BM SKH

Bu sonuç, aşağıdaki Sürdürülebilir Kalkınma Hedefine/Hedeflerine katkıda bulunur

Belgeye Erişim

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

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

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; Hac. 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. editör / 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).

@inproceedings{95f3ee18bef146c2bd228835f00d3e3f,

title = "An Integrated Fuzzy DEMATEL and Fuzzy Cognitive Mapping Methodology for Prioritizing Smart Campus Investments",

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 cognitive maps, Fuzzy DEMATEL, Smart campus",

author = "Ali Karasan and Cengiz Kahraman",

note = "Publisher Copyright: {\textcopyright} 2021, The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG.; International Conference on Intelligent and Fuzzy Systems, INFUS 2020 ; Conference date: 21-07-2020 Through 23-07-2020",

year = "2021",

doi = "10.1007/978-3-030-51156-2_81",

language = "English",

isbn = "9783030511555",

series = "Advances in Intelligent Systems and Computing",

publisher = "Springer",

pages = "701--708",

editor = "Cengiz Kahraman and {Cevik Onar}, Sezi and Basar Oztaysi and Sari, {Irem Ucal} and Selcuk Cebi and Tolga, {A. Cagri}",

booktitle = "Intelligent and Fuzzy Techniques",

address = "Germany",

}

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, hac. 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; Hac. 1197 AISC).

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

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 cognitive maps

KW - Fuzzy DEMATEL

KW - Smart campus

UR - http://www.scopus.com/inward/record.url?scp=85088749256&partnerID=8YFLogxK

U2 - 10.1007/978-3-030-51156-2_81

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

M3 - Conference contribution

AN - SCOPUS:85088749256

SN - 9783030511555

T3 - Advances in Intelligent Systems and Computing

SP - 701

EP - 708

BT - Intelligent and Fuzzy Techniques

A2 - Kahraman, Cengiz

A2 - Cevik Onar, Sezi

A2 - Oztaysi, Basar

A2 - Sari, Irem Ucal

A2 - Cebi, Selcuk

A2 - Tolga, A. Cagri

PB - Springer

T2 - International Conference on Intelligent and Fuzzy Systems, INFUS 2020

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, editörler, 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

Özet

Yayın serisi

???event.eventtypes.event.conference???

Bibliyografik not

BM SKH

Belgeye Erişim

Diğer Dosyalar ve Linkler

Parmak izi

Alıntı Yap