论文入门

personalization

指系统基于对单个用户身份、偏好或上下文的了解，自动调整其行为、内容或响应的设计策略。与 customization（用户主动自定义）形成对比。

English Definition

"The design approach in which a system adapts its behavior, content, or responses based on knowledge of an individual user's identity, preferences, or context — typically driven by the system, not the user."

用法说明 · 针对中文母语者

本研究中又细分出 'naming personalization'（用用户名字称呼他/她）。在产品语境下，personalization 通常由系统/算法驱动。

常见错误

·与 customization 混用——后者由用户手动设置
·误以为个性化必须深度学习——简单问候语也算 personalization

真实用例 · 4 条

"we investigate open questions on the role of personification (i.e., named agent speaking in first person) and personalization (i.e., knowing and referring to personal information about the user)"

论文Pipeline extracted — review needed·操作化定义：知道并主动提及用户个人信息

"Recent advances in the field focus on personalizing to the needs of specific users"

论文Pipeline extracted — review needed·指出该领域近期进展方向

"The role of the user's age in personification and personalization preferences is even less clear."

论文Pipeline extracted — review needed·强调年龄对个性化偏好的影响研究不足

"naming personalization was only preferred by younger children"

论文Pipeline extracted — review needed·研究发现：称呼个性化只被年幼儿童偏好

由 pipeline 自动采集，待人工 review