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Finansal Verilere Dayalı Marka Değeri Belirlemeye Yönelik Yapay Zekâ Temelli Ampirik Bir Çalışma
2022
Journal:  
Sosyoekonomi
Author:  
Abstract:

Marka değeri finansal yöntemler, tüketici davranışına dayalı yöntemler ve bu iki yöntemin bir arada kullanıldığı karma yöntemler ile belirlenmektedir. Çalışmada, marka değerini belirleyen finansal yöntemlerin uygun olan değişkenlerini belirledikten sonra bu değişkenleri kullanarak yapay sinir ağları ile “Brand Finance” firmasının belirlemiş olduğu marka değerine yaklaşmak ve en uygun modeli belirlemek amaçlanmıştır. Yapay sinir ağları ile kurulan modellerin R-kare, MAPE ve RMSE değerleri belirlenmiş ve modeller karşılaştırılmıştır. Bu değerler yorumlanarak, modellerin iyi model oldukları belirlenmiştir.

Keywords:

An Empirical Study Based On Artificial Intelligence For Determining Brand Value Based On Financial Data
2022
Journal:  
Sosyoekonomi
Author:  
Abstract:

Brand value is determined by financial methods, methods based on consumer behaviour, and mixed methods in which these two methods are used together. In the study, after determining the appropriate variables of the financial techniques that define the brand value, it is aimed to approach the brand value determined by the “Brand Finance” firm with artificial neural networks by using these variables and selecting the most appropriate model. R-square, MAPE and RMSE values of the models built with artificial neural networks were determined, and the models were compared. These values were interpreted and stated that the models were good.

Keywords:

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Sosyoekonomi

Field :   Sosyal, Beşeri ve İdari Bilimler

Journal Type :   Uluslararası

Metrics
Article : 916
Cite : 4.203
2023 Impact : 0.196
Sosyoekonomi