Analysis of Service Innovation Performance in Turkish Banking Sector Using a Combining Method of Fuzzy MCDM and Text Mining

S. YUKSEL; H. DİNÇER; S. EMİR

Makale detayları

Analysis of Service Innovation Performance in Turkish Banking Sector Using a Combining Method of Fuzzy MCDM and Text Mining

Yazarlar:

S. YUKSEL | H. DİNÇER | S. EMİR

Yayıncı:

Kyrgyz-Turkish Manas University

Dergi:

MANAS Journal of Social Studies 2018 Vol.7 Issue 3, pp.0-0

Belge Tipi:

Makale

Yayın Tarihi:

6/2018

Belge Dili:

Türkçe

Document ID (Org No.):

2000531661

Sıklık:

Üç Aylık

pISSN:

1694-7215

Özet:

 

The purpose of the study is to examine the effecting factors for new service development capabilities in Turkish banking sector and to evaluate the performance of the banks in listed BIST based on the service innovation performance. The novelty of the study is to employ a two-step analysis considering the data mining and the hybrid MCDM respectively. The method is applied by using the data mining for extracting the literature based-criteria of service innovation. Accordingly, the fuzzy AHP is computed for weighting the criteria and the fuzzy TOPSIS is considered to rank the banks based on the service innovation performance. The results demonstrate that the service conditions for the customers are the most important factor in the service innovation performance while the employees are weakly considered to evaluate the new service development. Additionally, the private banks have both the best and worst degrees in the performance results. These results show that private banks don’t have the standardized qualifications due to their changing market shares.

Makale detayları

Analysis of Service Innovation Performance in Turkish Banking Sector Using a Combining Method of Fuzzy MCDM and Text Mining

Yazarlar: S. YUKSEL | H. DİNÇER | S. EMİR

Yayıncı: Kyrgyz-Turkish Manas University

Dergi: MANAS Journal of Social Studies 2018 Vol.7 Issue 3, pp.0-0

Belge Tipi: Makale

Yayın Tarihi: 6/2018

Belge Dili: Türkçe

Document ID (Org No.): 2000531661

Sıklık: Üç Aylık

pISSN: 1694-7215

Sayı

Yazarlar:

S. YUKSEL | H. DİNÇER | S. EMİR

Yayıncı:

Kyrgyz-Turkish Manas University

Dergi:

MANAS Journal of Social Studies 2018 Vol.7 Issue 3, pp.0-0

Belge Tipi:

Makale

Yayın Tarihi:

6/2018

Belge Dili:

Türkçe

Document ID (Org No.):

2000531661

Sıklık:

Üç Aylık

pISSN:

1694-7215