A combined approach based on fuzzy AHP and fuzzy inference system to rank   reviewers in online communities

Hossein ABBASIMEHR; Mohammadjafar TAROKH

Makale detayları

A combined approach based on fuzzy AHP and fuzzy inference system to rank reviewers in online communities

Yazarlar:

Hossein ABBASIMEHR | Mohammadjafar TAROKH

Yayıncı:

TUBITAK

Dergi:

Turkish Journal of Electrical Engineering and Computer Science 2017 Vol.25 Issue 2, pp.862-876

Belge Tipi:

Makale

Yayın Tarihi:

3/2017

Belge Dili:

Türkçe

Document ID (Org No.):

2000741004

Sıklık:

İki Aylık

eISSN:

1303-6203

pISSN:

1300-0632

Özet:

 

Online product review communities allow users to share their ideas and   opinions about various products and services. Although online reviews as   user-generated content can be considered as an invaluable source of   information for both consumers and firms, these reviews tend to be of very   different quality. To tackle the problem of low quality reviews, we address   reviewer credibility and propose an innovative framework. The framework   comprises five critical phases for ranking reviewers in terms of credibility   using a fuzzy analytic hierarchy process (AHP) and fuzzy inference system.   To determine the weights of the features, a fuzzy AHP method was applied. In   addition, according to the proposed framework, to compute a realistic   credibility score based on trustworthiness and expertise, a cognitive   approach was followed and a fuzzy inference system was designed. To   illustrate an application of the proposed method, we conducted an   experimental study using real data gathered from Epinions.

Makale detayları

A combined approach based on fuzzy AHP and fuzzy inference system to rank reviewers in online communities

Yazarlar: Hossein ABBASIMEHR | Mohammadjafar TAROKH

Yayıncı: TUBITAK

Dergi: Turkish Journal of Electrical Engineering and Computer Science 2017 Vol.25 Issue 2, pp.862-876

Belge Tipi: Makale

Yayın Tarihi: 3/2017

Belge Dili: Türkçe

Document ID (Org No.): 2000741004

Sıklık: İki Aylık

eISSN: 1303-6203

pISSN: 1300-0632

Sayı

Yazarlar:

Hossein ABBASIMEHR | Mohammadjafar TAROKH

Yayıncı:

TUBITAK

Dergi:

Turkish Journal of Electrical Engineering and Computer Science 2017 Vol.25 Issue 2, pp.862-876

Belge Tipi:

Makale

Yayın Tarihi:

3/2017

Belge Dili:

Türkçe

Document ID (Org No.):

2000741004

Sıklık:

İki Aylık

eISSN:

1303-6203

pISSN:

1300-0632