• 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