ANFIS based hybrid approach identifying correlation between decision making and online social networks

Rahman, Areeba and Saleem, Nageen and Shabbir, Aysha and Shabbir, Maryam and Rizwan, Muhammad and Naseem, Shahid and Ahmad, Fahad (2021) ANFIS based hybrid approach identifying correlation between decision making and online social networks. EAI Endorsed Transactions on Scalable Information Systems, 8 (29). e4. ISSN 2032-9407

[img]
Preview
Text
eai.13-7-2018.165669.pdf
Available under License Creative Commons Attribution No Derivatives.

Download (3MB) | Preview

Abstract

The fast-growing use of online social networks (OSNs) has prompted stakeholders to change their market strategies and hence have raised several questions on the users' decision making (DM). OSNs, as being regularly used, have resulted in playing a significant role in supporting consumer’s rational DM. We use a hybrid approach i.e. an online survey and fuzzy model development to indicate how OSNs have resulted in giving an impact on the decision making. The research depicts that OSNs support and empower users in the DM process specifically in Rationality, Design, & Choice and the model predicts the DM strategy of each user according to their present decisions using fuzzy logic. Our results also reveal that different types of users (observers, seekers, and advisers) have significantly different participation styles, which in turn have an impact on the efficacy of the DM process. We discussed the implications for OSN designers and developers based on the findings from the research.

Item Type: Article
Uncontrolled Keywords: Rationality, Decision Making, Online Social Networks, Fuzzy Logic, Impulsive Buying
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
QA75 Electronic computers. Computer science
Depositing User: EAI Editor II.
Date Deposited: 04 Feb 2021 14:27
Last Modified: 04 Feb 2021 14:27
URI: https://eprints.eudl.eu/id/eprint/968

Actions (login required)

View Item View Item