Location Based Advertisement Selection using Spherical Fuzzy AHP-VIKOR

Öztayşi B., Çevik Onar S., Gundogdu F. K., Kahraman C.

JOURNAL OF MULTIPLE-VALUED LOGIC AND SOFT COMPUTING, cilt.35, ss.5-23, 2020 (SCI-Expanded) identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 35
  • Basım Tarihi: 2020
  • Dergi Adı: JOURNAL OF MULTIPLE-VALUED LOGIC AND SOFT COMPUTING
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus, Applied Science & Technology Source, Compendex, Computer & Applied Sciences, zbMATH
  • Sayfa Sayıları: ss.5-23
  • İstanbul Teknik Üniversitesi Adresli: Evet

Özet

New business models started to emerge as Location-Based technologies that can be used to locate individuals and create value out of it. One of the most commonly adopted business models is location-based advertisement (LBA) model which can be defined as sending customized advertisements depending on the location of the person. LBA can successfully target customers since it uses the location data when communicating. Using the current and past data to propose the right advertisement to the right person at the right time increase the conversion rates. When LBA systems detect a person there are generally various potential advertisement messages to send. Hence selecting the right advertisement becomes a vital decision. In this study, we model the selection problem as a multi-criteria decision making problem and use Spherical Fuzzy AHP integrated with Spherical Fuzzy VIKOR method to provide an autonomous decision mechanism.