DocumentCode
265243
Title
An Application of UTAUT2 on Social Recommender Systems: Incorporating Social Information for Performance Expectancy
Author
Oechslein, Oliver ; Fleischmann, Marvin ; Hess, Thomas
Author_Institution
Ludwig-Maximilians-Univ. Munchen, München, Germany
fYear
2014
fDate
6-9 Jan. 2014
Firstpage
3297
Lastpage
3306
Abstract
The recently proposed extended Unified Theory of Acceptance and Use of Technology (UTAUT2) offers new opportunities for exploring the acceptance of consumer technologies. This study utilizes UTAUT2 to explore the user acceptance of social recommender systems that have become more attractive owing to improved content personalization and adaptation to user preferences. Scholars have shown that these systems could improve a recommendation´s accuracy. However, the UTAUT2´s applicability and the explanation of performance expectancy for social recommender systems are still unclear. We developed a UTAUT2-based framework and tested it in a quantitative study with 266 participants. The structural equation model results show that UTAUT2 is applicable in the context of social recommender systems. Furthermore, the user´s social network information, profile information, and reading behavior positively influence performance expectancy and the intention to adopt a social recommender system. Therefore, incorporating social information might overcome the shortcomings of other classic recommender systems.
Keywords
human factors; recommender systems; social aspects of automation; social networking (online); UTAUT2-based framework; consumer technologies; content personalization; performance expectancy; profile information; reading behavior; recommendation accuracy; social recommender systems; unified theory of acceptance and use of technology; user acceptance; user preferences; user social network information; Bismuth; Context; Information filters; Matched filters; Recommender systems; Social network services;
fLanguage
English
Publisher
ieee
Conference_Titel
System Sciences (HICSS), 2014 47th Hawaii International Conference on
Conference_Location
Waikoloa, HI
Type
conf
DOI
10.1109/HICSS.2014.409
Filename
6759011
Link To Document