The Lumiere Project: Bayesian User Modeling for Inferring the Goals and Needs of Software Users

• 类型：arxiv
• 标识：1301.7385
• 链接：https://arxiv.org/abs/1301.7385
• 主题：rag
• 主分类：agent
• 形态：method
• 被引：894
• 被引来源：Semantic Scholar
• S2被引：894
• OpenAlex被引：661
• 影响力被引：51
• TLDR：This work reviews work on Bayesian user models that can be employed to infer a user's needs by considering a users' background, actions, and queries and proposes an overall architecture for an intelligent user interface.
• OpenAlex ID：W1928061009
• OpenAlex DOI：10.48550/arxiv.1301.7385
• DOI：10.48550/arxiv.1301.7385
• DOI来源：OpenAlex
• 开放获取：green
• 开放获取链接：https://arxiv.org/pdf/1301.7385
• OpenAlex更新：2026-08-22
• 待LLM分类：否
• 成熟度：research
• 场景：user modeling、intelligent UI、Bayesian inference
• 标题中文：The Lumiere Project: Bayesian User Modeling for Inferring the Goals and Needs of Software Users
• TLDR中文：本工作综述了可用于推断用户需求的贝叶斯用户模型研究，这些模型综合考虑用户的背景、操作和查询，并提出了一种智能用户界面的整体架构。
• 来源文件：
• [OpenAlex discover]
• [S2 enrich]