Analysis of relation between human development and competitiveness using fuzzy ANP and DEA

Hakan Kılıç; Özgür Kabak

doi:10.1007/978-3-030-23756-1_103

Analysis of relation between human development and competitiveness using fuzzy ANP and DEA

Hakan Kılıç^*, Özgür Kabak

^*Bu çalışma için yazışmadan sorumlu yazar

Endüstri Mühendisliği Bölümü

Koc University

Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

5 Atıf (Scopus)

Özet

This study analyses the bilateral relation between human development and competitiveness. Using fuzzy Analytical Network Process (FANP), a composite index is developed based on the relative importance weights of the drivers of human development and competitiveness. Additionally, Data Envelopment Analysis (DEA) is employed to compute the countries’ efficiencies on converting their human development to competitiveness and inversely, competitiveness to human development. 45 countries are evaluated using the proposed methods. Finally, the results are compared to reveal the relationship.

Orijinal dil	İngilizce
Ana bilgisayar yayını başlığı	Intelligent and Fuzzy Techniques in Big Data Analytics and Decision Making - Proceedings of the INFUS 2019 Conference
Editörler	Cengiz Kahraman, Sezi Cevik Onar, Basar Oztaysi, Irem Ucal Sari, Selcuk Cebi, A.Cagri Tolga
Yayınlayan	Springer Verlag
Sayfalar	859-866
Sayfa sayısı	8
ISBN (Basılı)	9783030237554
DOI'lar	https://doi.org/10.1007/978-3-030-23756-1_103
Yayın durumu	Yayınlandı - 2020
Etkinlik	International Conference on Intelligent and Fuzzy Systems, INFUS 2019 - Istanbul, Turkey Süre: 23 Tem 2019 → 25 Tem 2019

Yayın serisi

Adı	Advances in Intelligent Systems and Computing
Hacim	1029
ISSN (Basılı)	2194-5357
ISSN (Elektronik)	2194-5365

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

???event.eventtypes.event.conference???	International Conference on Intelligent and Fuzzy Systems, INFUS 2019
Ülke/Bölge	Turkey
Şehir	Istanbul
Periyot	23/07/19 → 25/07/19

Bibliyografik not

Publisher Copyright:
© 2020, Springer Nature Switzerland AG.

Finansman

This study is supported by İstanbul Technical University, BAP. Project ID: 40636.

Finansörler	Finansör numarası
Istanbul Teknik Üniversitesi	40636

Belgeye Erişim

10.1007/978-3-030-23756-1_103

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

Kılıç, H., & Kabak, Ö. (2020). Analysis of relation between human development and competitiveness using fuzzy ANP and DEA. In C. Kahraman, S. Cevik Onar, B. Oztaysi, I. U. Sari, S. Cebi, & A. C. Tolga (Eds.), Intelligent and Fuzzy Techniques in Big Data Analytics and Decision Making - Proceedings of the INFUS 2019 Conference (pp. 859-866). (Advances in Intelligent Systems and Computing; Hac. 1029). Springer Verlag. https://doi.org/10.1007/978-3-030-23756-1_103

Kılıç, Hakan ; Kabak, Özgür. / Analysis of relation between human development and competitiveness using fuzzy ANP and DEA. Intelligent and Fuzzy Techniques in Big Data Analytics and Decision Making - Proceedings of the INFUS 2019 Conference. editör / Cengiz Kahraman ; Sezi Cevik Onar ; Basar Oztaysi ; Irem Ucal Sari ; Selcuk Cebi ; A.Cagri Tolga. Springer Verlag, 2020. pp. 859-866 (Advances in Intelligent Systems and Computing).

@inproceedings{633fc02e62dd4ad4b564923d00da06b9,

title = "Analysis of relation between human development and competitiveness using fuzzy ANP and DEA",

abstract = "This study analyses the bilateral relation between human development and competitiveness. Using fuzzy Analytical Network Process (FANP), a composite index is developed based on the relative importance weights of the drivers of human development and competitiveness. Additionally, Data Envelopment Analysis (DEA) is employed to compute the countries{\textquoteright} efficiencies on converting their human development to competitiveness and inversely, competitiveness to human development. 45 countries are evaluated using the proposed methods. Finally, the results are compared to reveal the relationship.",

keywords = "Competitiveness of nations, Data envelopment analysis, Fuzzy analytic network process, Human development",

author = "Hakan Kılı{\c c} and {\"O}zg{\"u}r Kabak",

note = "Publisher Copyright: {\textcopyright} 2020, Springer Nature Switzerland AG.; International Conference on Intelligent and Fuzzy Systems, INFUS 2019 ; Conference date: 23-07-2019 Through 25-07-2019",

year = "2020",

doi = "10.1007/978-3-030-23756-1_103",

language = "English",

isbn = "9783030237554",

series = "Advances in Intelligent Systems and Computing",

publisher = "Springer Verlag",

pages = "859--866",

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

booktitle = "Intelligent and Fuzzy Techniques in Big Data Analytics and Decision Making - Proceedings of the INFUS 2019 Conference",

address = "Germany",

}

Kılıç, H & Kabak, Ö 2020, Analysis of relation between human development and competitiveness using fuzzy ANP and DEA. in C Kahraman, S Cevik Onar, B Oztaysi, IU Sari, S Cebi & AC Tolga (eds), Intelligent and Fuzzy Techniques in Big Data Analytics and Decision Making - Proceedings of the INFUS 2019 Conference. Advances in Intelligent Systems and Computing, hac. 1029, Springer Verlag, pp. 859-866, International Conference on Intelligent and Fuzzy Systems, INFUS 2019, Istanbul, Turkey, 23/07/19. https://doi.org/10.1007/978-3-030-23756-1_103

Analysis of relation between human development and competitiveness using fuzzy ANP and DEA. / Kılıç, Hakan; Kabak, Özgür.
Intelligent and Fuzzy Techniques in Big Data Analytics and Decision Making - Proceedings of the INFUS 2019 Conference. ed. / Cengiz Kahraman; Sezi Cevik Onar; Basar Oztaysi; Irem Ucal Sari; Selcuk Cebi; A.Cagri Tolga. Springer Verlag, 2020. p. 859-866 (Advances in Intelligent Systems and Computing; Hac. 1029).

Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

TY - GEN

T1 - Analysis of relation between human development and competitiveness using fuzzy ANP and DEA

AU - Kılıç, Hakan

AU - Kabak, Özgür

PY - 2020

Y1 - 2020

N2 - This study analyses the bilateral relation between human development and competitiveness. Using fuzzy Analytical Network Process (FANP), a composite index is developed based on the relative importance weights of the drivers of human development and competitiveness. Additionally, Data Envelopment Analysis (DEA) is employed to compute the countries’ efficiencies on converting their human development to competitiveness and inversely, competitiveness to human development. 45 countries are evaluated using the proposed methods. Finally, the results are compared to reveal the relationship.

AB - This study analyses the bilateral relation between human development and competitiveness. Using fuzzy Analytical Network Process (FANP), a composite index is developed based on the relative importance weights of the drivers of human development and competitiveness. Additionally, Data Envelopment Analysis (DEA) is employed to compute the countries’ efficiencies on converting their human development to competitiveness and inversely, competitiveness to human development. 45 countries are evaluated using the proposed methods. Finally, the results are compared to reveal the relationship.

KW - Competitiveness of nations

KW - Data envelopment analysis

KW - Fuzzy analytic network process

KW - Human development

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U2 - 10.1007/978-3-030-23756-1_103

DO - 10.1007/978-3-030-23756-1_103

M3 - Conference contribution

AN - SCOPUS:85069490301

SN - 9783030237554

T3 - Advances in Intelligent Systems and Computing

SP - 859

EP - 866

BT - Intelligent and Fuzzy Techniques in Big Data Analytics and Decision Making - Proceedings of the INFUS 2019 Conference

A2 - Kahraman, Cengiz

A2 - Cevik Onar, Sezi

A2 - Oztaysi, Basar

A2 - Sari, Irem Ucal

A2 - Cebi, Selcuk

A2 - Tolga, A.Cagri

PB - Springer Verlag

T2 - International Conference on Intelligent and Fuzzy Systems, INFUS 2019

Y2 - 23 July 2019 through 25 July 2019

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Kılıç H, Kabak Ö. Analysis of relation between human development and competitiveness using fuzzy ANP and DEA. In Kahraman C, Cevik Onar S, Oztaysi B, Sari IU, Cebi S, Tolga AC, editörler, Intelligent and Fuzzy Techniques in Big Data Analytics and Decision Making - Proceedings of the INFUS 2019 Conference. Springer Verlag. 2020. p. 859-866. (Advances in Intelligent Systems and Computing). doi: 10.1007/978-3-030-23756-1_103

Analysis of relation between human development and competitiveness using fuzzy ANP and DEA

Özet

Yayın serisi

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

Bibliyografik not

Finansman

Belgeye Erişim

Diğer Dosyalar ve Linkler

Parmak izi

Alıntı Yap