Understanding the impact of web personalization on user information processing and decision outcomes

个性化 相关性(法律) 计算机科学 工件(错误) 万维网 网络智能 知识管理 互联网 Web开发 政治学 计算机视觉 法学
作者
Kar Yan Tam,Shuk Ying Ho
出处
期刊:Management Information Systems Quarterly [MIS Quarterly]
卷期号:30 (4): 865-890 被引量:332
标识
DOI:10.5555/2017317.2017322
摘要

Personalized information technology services have become a ubiquitous phenomenon. Companies worldwide are using the web to provide personalized offerings and unique experiences to their customers. While there is a lot of hype about delivering personalized services over the web, little is known about the effectiveness of web personalization and the link between the IT artifact (the personalization agent) and the effects it exerts on a user's information processing and decision making. To address the impact of personalized content, this article theoretically develops and empirically tests a model of web personalization. The model is grounded on social cognition and consumer research theories adapted to the peculiar features of web personalization. The influence of a personalization agent is mediated by two variables: content relevance and self reference. Hypotheses generated from the model are empirically tested in a laboratory experiment and a field study. The findings indicate that content relevance, self reference, and goal specificity affect the attention, cognitive processes, and decisions of web users in various ways. Also, users are found to be receptive to personalized content and find it useful as a decision aid. Theoretical and practical implications of the findings are discussed.

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