不同推荐时机下用户采纳意愿影响因素研究——基于感知价值视角
Influencing Factors of User AdoptionIntention under Different Recommendation Timing—From the Perspective of Perceived Value
DOI: 10.12677/ECL.2023.121001, PDF,   
作者: 王 淇:东华大学,上海;陈梅梅:东华大学旭日工商管理学院,上海
关键词: 感知价值采纳意愿推荐时机Perceived Value Willingness to Adopt Recommend Timing
摘要: 随着用户对于推荐系统使用的不断深入,个性化推荐也需要结合用户的实际需求做出调整。本文从感知价值理论视角出发,引入信息系统成功模型,将影响用户采纳意愿的因素分为系统质量,信息质量和服务质量三个大维度,并将其细分为9个小方向。通过问卷研究方法探究了其对用户的重要程度和影响机制,研究发现不同维度对于用户的影响的机制不同,且在不同时机下重要性程度也会变化。
Abstract: With the continuous deepening of users’ use of the recommendation system, personalized recommendation also needs to be adjusted according to the actual needs of users. From the perspective of perceived value theory, this paper introduces the information system success model, divides the factors affecting users’ willingness to adopt into three major dimensions: system quality, information quality and service quality, and subdivides them into nine minor directions. Through questionnaire research method, this paper explores their importance to users and influence mechanism. It is found that the influence mechanism of different dimensions on users is different, and the degree of importance will change in different times.
文章引用:王淇, 陈梅梅. 不同推荐时机下用户采纳意愿影响因素研究——基于感知价值视角[J]. 电子商务评论, 2023, 12(1): 1-8. https://doi.org/10.12677/ECL.2023.121001

参考文献

[1] Nguyen, T.T., Maxwell, H.F., Terveen, L., et al. (2017) User Personality and User Satisfaction with Recommender Sys-tems. Information Systems Frontiers, 20, 1173-1189. [Google Scholar] [CrossRef
[2] Kim, H.W., Chan, H.C. and Gupta, S. (2007) Value-Based Adoption of Mobile Internet: An Empirical Investigation. Decision Sup-port Systems, 43, 111-126. [Google Scholar] [CrossRef
[3] Payne, J.W. (1976) Task Complexity and Contingent Processing in Decision Making: An Information Search and Protocol Analysis. Organizational Behavior & Human Performance, 16, 366-387. [Google Scholar] [CrossRef
[4] 于微微, 王心妍, 相静. 个性化推荐系统用户接受意愿和采纳行为影响因素研究[J]. 图书情报导刊, 2018, 3(4): 74-79.
[5] 陈梅梅, 董晨光, 茅金波, 等. 推荐时机对个性化推荐采纳影响的实验研究[J]. 情报探索, 2020(5): 9-15.
[6] Davis, F.D. (1989) Perceived Usefulness, Per-ceived Ease of Use, and User Acceptance of Information Technology. MIS Quarterly, 13, 319-340. [Google Scholar] [CrossRef
[7] Zeithaml, V.A. (1988) Consumer Perceptions of Price, Quality, and Value: A Means-End Model and Synthesis of Evidence. Journal of Marketing, 52, 2-22. [Google Scholar] [CrossRef
[8] Delone, W.H. and McLean, E.R. (2003) The DeLone and McLean Model of Information Systems Success: A Ten-Year Update. Journal of Management Information Systems, 19, 9-30. [Google Scholar] [CrossRef
[9] Tsao, W.C., Hsieh, M.T. and Lin, T. (2016) Intensi-fying Online Loyalty! The Power of Website Quality and Perceived Value of the Consumer/Seller Relationship. Industri-al Management & Data Systems, 116, 1987-2010. [Google Scholar] [CrossRef
[10] Cui, Y., Mou, J., Liu, Y., et al. (2019) Understanding Infor-mation System Success Model and Valence Framework in Sellers’ Acceptance of Cross-Border E-Commerce: A Se-quential Multi-Method Approach. Electronic Commerce Research, 885-914.
[11] Ali, N.I., Samsuri, S., Brohi, I.A., et al. (2018) Preliminary Study on Factors Affecting E-Commerce Success: A Modified Delone and Mclean Model. Pro-ceedings of the 2018 International Conference on Information and Communication Technology for the Muslim World (ICT4M), Malaysia, 2018, 120-125.
[12] 陈明亮, 蔡日梅. 电子商务中产品推荐代理对消费者购买决策的影响[J]. 浙江大学学报(人文社会科学版), 2009, 39(5): 138-148.
[13] Pu, P., Chen, L. and Hu, R. (2012) Evaluating Recom-mender Systems from the User’s Perspective: Survey of the State of the Art. User Modeling and User-Adapted Interac-tion, 22, 317-355. [Google Scholar] [CrossRef
[14] 杨一翁, 孙国辉, 王毅. 消费者愿意采纳推荐吗?——基于信息系统成功-技术接受模型[J]. 中央财经大学学报, 2016(7): 109-117.
[15] 王高山, 张新, 徐峰, 等. 电子服务质量对顾客契合的影响: 顾客感知价值的中介效应[J]. 大连理工大学学报(社会科学版), 2019, 40(2): 67-76.
[16] 刘遗志, 汤定娜. 感知价值对消费者移动购物意愿的影响研究——基于TAM和VAM理论模型[J]. 兰州学刊, 2015(4): 169-175.
[17] 崔玉宾. 电子商务对消费者行为的影响分析——基于两种电商模式的比较[J]. 商业经济研究, 2020(10): 89-93.