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

Basar Oztaysi*, Sezi Cevik Onar, Cengiz Kahraman

*Bu çalışma için yazışmadan sorumlu yazar

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10 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 dilİngilizce
Ana bilgisayar yayını başlığıAdvances in Fuzzy Logic and Technology 2017 - Proceedings of
Ana bilgisayar yayını alt yazısıEUSFLAT-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
EditörlerKrassimir T. Atanassov, Maciej Krawczak, Janusz Kacprzyk, Eulalia Szmidt, Slawomir Zadrozny, Maciej Krawczak
YayınlayanSpringer Verlag
Sayfalar106-117
Sayfa sayısı12
ISBN (Basılı)9783319668260
DOI'lar
Yayın durumuYayınlandı - 2018
EtkinlikConference 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 201715 Eyl 2017

Yayın serisi

AdıAdvances in Intelligent Systems and Computing
Hacim643
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/BölgePoland
ŞehirWarsaw
Periyot11/09/1715/09/17

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Publisher Copyright:
© 2018, Springer International Publishing AG.

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