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  • 标题:SOCIAL LEARNING APPROACH IN DESIGNING PERSUASIVE E-COMMERCE RECOMMENDER SYSTEM MODEL
  • 本地全文:下载
  • 作者:NUR SYADHILA CHE LAH ; AB RAZAK CHE HUSSIN ; NOR ZAIRAH AB RAHIM
  • 期刊名称:Journal of Theoretical and Applied Information Technology
  • 印刷版ISSN:1992-8645
  • 电子版ISSN:1817-3195
  • 出版年度:2016
  • 卷号:90
  • 期号:2
  • 出版社:Journal of Theoretical and Applied
  • 摘要:Intention to purchase in existing online business practice is learned through observation of information display by online seller. The emergent growth of persuasive technologies currently holds a great potential in driving a positive influence towards consumer purchase behavior. But to date, there is still limited research on implementing persuasion concept into the recommender system context. Drawing upon the principle design of persuasive system, the main purpose of this study is to explore social learning advantages in creating persuasive features for E-Commerce recommender system. Based on Social Cognitive Theory, the influence of personal and environmental factors will be examined in measuring consumer purchase intention. In addition, dimensions of social learning environment are represented by observational learning theory and cognitive learning theory. From those reviews, this study assumed that social learning environment can be created based on attentiveness, retentiveness, motivational, knowledge awareness and interest evaluation cues of consumer learning factors. Furthermore, the persuasive environment of recommender system is assumed to have positive influence towards individual characteristics such as self-efficacy behavior, perceived task complexity and confused by over choice. Findings from those reviews have contributed to the development of a research model in visualizing social learning environment that can be used to develop a persuasive recommender system in E-Commerce and hence measures the impact towards consumer purchase intention.
  • 关键词:Recommender Systems; E-Commerce; Social Cognitive Theory; Social Learning; Persuasive Systems; Purchase Intention.
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