Prioritization of business analytics projects using interval type-2 fuzzy AHP

Basar Oztaysi; Sezi Cevik Onar; Cengiz Kahraman

doi:10.1007/978-3-319-66827-7_10

Prioritization of business analytics projects using interval type-2 fuzzy AHP

Basar Oztaysi^*, Sezi Cevik Onar, Cengiz Kahraman

^*Bu çalışma için yazışmadan sorumlu yazar

Endüstri Mühendisliği Bölümü

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

13 Atıf (Scopus)

Özet

Because of emerging technologies, a vast amount of data can be stored and processed very easily. These advances also affect companies and many new projects are being proposed. Business analytics is the umbrella term for these projects and it denotes to the skills, technologies, activities aiming at assessment and exploration of past performance to gain an understanding for better decision making. Data and analytical models are the two main pillars of business analytics. Business analytics project can be grouped into three main groups: (i) descriptive analytics, efforts to understand what has happened in the company, (ii) predictive analytics, efforts to figure out the result of an future event, and (iii) prescriptive analytics use mathematical and computational sciences to suggest decision options to take advantage of the results of descriptive and predictive analytics. In this study a prioritization method for possible business analytics projects using Type-2 fuzzy AHP is proposed. Proposed model is composed of six criteria namely, strategic value, competitiveness, customer relations, improved decision-making, improved operations, and data quality.

Orijinal dil	İngilizce
Ana bilgisayar yayını başlığı	Advances in Fuzzy Logic and Technology 2017 - Proceedings of
Ana bilgisayar yayını alt yazısı	EUSFLAT-2017 – The 10th Conference of the European Society for Fuzzy Logic and Technology, IWIFSGN’2017 – The 16th International Workshop on Intuitionistic Fuzzy Sets and Generalized Nets
Editörler	Krassimir T. Atanassov, Maciej Krawczak, Janusz Kacprzyk, Eulalia Szmidt, Slawomir Zadrozny, Maciej Krawczak
Yayınlayan	Springer Verlag
Sayfalar	106-117
Sayfa sayısı	12
ISBN (Basılı)	9783319668260
DOI'lar	https://doi.org/10.1007/978-3-319-66827-7_10
Yayın durumu	Yayınlandı - 2018
Etkinlik	Conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2017 and 16th International Workshop on Intuitionistic Fuzzy Sets and Generalized Nets, IWIFSGN 2017 - Warsaw, Poland Süre: 11 Eyl 2017 → 15 Eyl 2017

Yayın serisi

Adı	Advances in Intelligent Systems and Computing
Hacim	643
ISSN (Basılı)	2194-5357

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???event.eventtypes.event.conference???	Conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2017 and 16th International Workshop on Intuitionistic Fuzzy Sets and Generalized Nets, IWIFSGN 2017
Ülke/Bölge	Poland
Şehir	Warsaw
Periyot	11/09/17 → 15/09/17

Bibliyografik not

Publisher Copyright:
© 2018, Springer International Publishing AG.

Belgeye Erişim

10.1007/978-3-319-66827-7_10

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

Oztaysi, B., Cevik Onar, S., & Kahraman, C. (2018). Prioritization of business analytics projects using interval type-2 fuzzy AHP. In K. T. Atanassov, M. Krawczak, J. Kacprzyk, E. Szmidt, S. Zadrozny, & M. Krawczak (Eds.), Advances in Fuzzy Logic and Technology 2017 - Proceedings of: EUSFLAT-2017 – The 10th Conference of the European Society for Fuzzy Logic and Technology, IWIFSGN’2017 – The 16th International Workshop on Intuitionistic Fuzzy Sets and Generalized Nets (pp. 106-117). (Advances in Intelligent Systems and Computing; Hac. 643). Springer Verlag. https://doi.org/10.1007/978-3-319-66827-7_10

Oztaysi, Basar ; Cevik Onar, Sezi ; Kahraman, Cengiz. / Prioritization of business analytics projects using interval type-2 fuzzy AHP. Advances in Fuzzy Logic and Technology 2017 - Proceedings of: EUSFLAT-2017 – The 10th Conference of the European Society for Fuzzy Logic and Technology, IWIFSGN’2017 – The 16th International Workshop on Intuitionistic Fuzzy Sets and Generalized Nets. editör / Krassimir T. Atanassov ; Maciej Krawczak ; Janusz Kacprzyk ; Eulalia Szmidt ; Slawomir Zadrozny ; Maciej Krawczak. Springer Verlag, 2018. pp. 106-117 (Advances in Intelligent Systems and Computing).

@inproceedings{d29a2f5d59bd445b95805414dc37293a,

title = "Prioritization of business analytics projects using interval type-2 fuzzy AHP",

abstract = "Because of emerging technologies, a vast amount of data can be stored and processed very easily. These advances also affect companies and many new projects are being proposed. Business analytics is the umbrella term for these projects and it denotes to the skills, technologies, activities aiming at assessment and exploration of past performance to gain an understanding for better decision making. Data and analytical models are the two main pillars of business analytics. Business analytics project can be grouped into three main groups: (i) descriptive analytics, efforts to understand what has happened in the company, (ii) predictive analytics, efforts to figure out the result of an future event, and (iii) prescriptive analytics use mathematical and computational sciences to suggest decision options to take advantage of the results of descriptive and predictive analytics. In this study a prioritization method for possible business analytics projects using Type-2 fuzzy AHP is proposed. Proposed model is composed of six criteria namely, strategic value, competitiveness, customer relations, improved decision-making, improved operations, and data quality.",

keywords = "Business analytics, Interval type-2 fuzzy sets, Multicriteria decision making, Project selection, Type-2 fuzzy AHP",

author = "Basar Oztaysi and {Cevik Onar}, Sezi and Cengiz Kahraman",

note = "Publisher Copyright: {\textcopyright} 2018, Springer International Publishing AG.; Conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2017 and 16th International Workshop on Intuitionistic Fuzzy Sets and Generalized Nets, IWIFSGN 2017 ; Conference date: 11-09-2017 Through 15-09-2017",

year = "2018",

doi = "10.1007/978-3-319-66827-7_10",

language = "English",

isbn = "9783319668260",

series = "Advances in Intelligent Systems and Computing",

publisher = "Springer Verlag",

pages = "106--117",

editor = "Atanassov, {Krassimir T.} and Maciej Krawczak and Janusz Kacprzyk and Eulalia Szmidt and Slawomir Zadrozny and Maciej Krawczak",

booktitle = "Advances in Fuzzy Logic and Technology 2017 - Proceedings of",

address = "Germany",

}

Oztaysi, B , Cevik Onar, S & Kahraman, C 2018, Prioritization of business analytics projects using interval type-2 fuzzy AHP. in KT Atanassov, M Krawczak, J Kacprzyk, E Szmidt, S Zadrozny & M Krawczak (eds), Advances in Fuzzy Logic and Technology 2017 - Proceedings of: EUSFLAT-2017 – The 10th Conference of the European Society for Fuzzy Logic and Technology, IWIFSGN’2017 – The 16th International Workshop on Intuitionistic Fuzzy Sets and Generalized Nets. Advances in Intelligent Systems and Computing, hac. 643, Springer Verlag, pp. 106-117, Conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2017 and 16th International Workshop on Intuitionistic Fuzzy Sets and Generalized Nets, IWIFSGN 2017, Warsaw, Poland, 11/09/17. https://doi.org/10.1007/978-3-319-66827-7_10

Prioritization of business analytics projects using interval type-2 fuzzy AHP. / Oztaysi, Basar ; Cevik Onar, Sezi ; Kahraman, Cengiz.
Advances in Fuzzy Logic and Technology 2017 - Proceedings of: EUSFLAT-2017 – The 10th Conference of the European Society for Fuzzy Logic and Technology, IWIFSGN’2017 – The 16th International Workshop on Intuitionistic Fuzzy Sets and Generalized Nets. ed. / Krassimir T. Atanassov; Maciej Krawczak; Janusz Kacprzyk; Eulalia Szmidt; Slawomir Zadrozny; Maciej Krawczak. Springer Verlag, 2018. p. 106-117 (Advances in Intelligent Systems and Computing; Hac. 643).

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

TY - GEN

T1 - Prioritization of business analytics projects using interval type-2 fuzzy AHP

AU - Oztaysi, Basar

AU - Cevik Onar, Sezi

AU - Kahraman, Cengiz

PY - 2018

Y1 - 2018

N2 - Because of emerging technologies, a vast amount of data can be stored and processed very easily. These advances also affect companies and many new projects are being proposed. Business analytics is the umbrella term for these projects and it denotes to the skills, technologies, activities aiming at assessment and exploration of past performance to gain an understanding for better decision making. Data and analytical models are the two main pillars of business analytics. Business analytics project can be grouped into three main groups: (i) descriptive analytics, efforts to understand what has happened in the company, (ii) predictive analytics, efforts to figure out the result of an future event, and (iii) prescriptive analytics use mathematical and computational sciences to suggest decision options to take advantage of the results of descriptive and predictive analytics. In this study a prioritization method for possible business analytics projects using Type-2 fuzzy AHP is proposed. Proposed model is composed of six criteria namely, strategic value, competitiveness, customer relations, improved decision-making, improved operations, and data quality.

AB - Because of emerging technologies, a vast amount of data can be stored and processed very easily. These advances also affect companies and many new projects are being proposed. Business analytics is the umbrella term for these projects and it denotes to the skills, technologies, activities aiming at assessment and exploration of past performance to gain an understanding for better decision making. Data and analytical models are the two main pillars of business analytics. Business analytics project can be grouped into three main groups: (i) descriptive analytics, efforts to understand what has happened in the company, (ii) predictive analytics, efforts to figure out the result of an future event, and (iii) prescriptive analytics use mathematical and computational sciences to suggest decision options to take advantage of the results of descriptive and predictive analytics. In this study a prioritization method for possible business analytics projects using Type-2 fuzzy AHP is proposed. Proposed model is composed of six criteria namely, strategic value, competitiveness, customer relations, improved decision-making, improved operations, and data quality.

KW - Business analytics

KW - Interval type-2 fuzzy sets

KW - Multicriteria decision making

KW - Project selection

KW - Type-2 fuzzy AHP

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DO - 10.1007/978-3-319-66827-7_10

M3 - Conference contribution

AN - SCOPUS:85029444805

SN - 9783319668260

T3 - Advances in Intelligent Systems and Computing

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BT - Advances in Fuzzy Logic and Technology 2017 - Proceedings of

A2 - Atanassov, Krassimir T.

A2 - Krawczak, Maciej

A2 - Kacprzyk, Janusz

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Oztaysi B , Cevik Onar S , Kahraman C. Prioritization of business analytics projects using interval type-2 fuzzy AHP. In Atanassov KT, Krawczak M, Kacprzyk J, Szmidt E, Zadrozny S, Krawczak M, editörler, Advances in Fuzzy Logic and Technology 2017 - Proceedings of: EUSFLAT-2017 – The 10th Conference of the European Society for Fuzzy Logic and Technology, IWIFSGN’2017 – The 16th International Workshop on Intuitionistic Fuzzy Sets and Generalized Nets. Springer Verlag. 2018. p. 106-117. (Advances in Intelligent Systems and Computing). doi: 10.1007/978-3-319-66827-7_10

Prioritization of business analytics projects using interval type-2 fuzzy AHP

Özet

Yayın serisi

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Bibliyografik not

Belgeye Erişim

Diğer Dosyalar ve Linkler

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