Title :
Relative trust management model for Twitter: An Analytic Hierarchy Process approach
Author :
Choo Jiun Yean ; Ting Choo Yee ; Tan, Ian K. T.
Author_Institution :
Multimedia Univ. Cyberjaya, Malaysia
Abstract :
Twitter mining serves many purposes; information mined from Twitter is used to perform various analyses, of which user trust modelling is among the major studies involved in this area. However, the volume and variety of extracted data from Twitter presents challenges to research works to interpret and acquire meaningful information that can be used to model Twitter user´s trust. This paper models user trust for on Twitter with Analytic Hierarchy Process (AHP) using indegree, retweet, and mention data of users in the telecommunication field. The results are presented with multiple scales applied in pairwise comparison process to determine the consistency and magnitude of the results, drawing conclusions that AHP is a viable method to model user trust on Twitterspace.
Keywords :
Internet; analytic hierarchy process; data mining; social networking (online); trusted computing; AHP; Twitter mining; Twitterspace; analytic hierarchy process approach; pairwise comparison process; relative trust management model; research works; telecommunication field; trust modelling; AHP; Twitter analytics; social networks; user trust model;
Conference_Titel :
Frontiers of Communications, Networks and Applications (ICFCNA 2014 - Malaysia), International Conference on
Print_ISBN :
978-1-78561-072-1
DOI :
10.1049/cp.2014.1413