The Adaptive Web Methods and Strategies of Web Personalization Book Series Lecture Notes in Computer Science Publisher Springer Berlin / Heidelberg ISSN 0302-9743 (Print) 1611-3349 (Online) The Adaptive Web的PDF版本。这本书是关于web personalization, recommendation system, collaborative filtering的论文集。这本书在国家图书馆也有,但不可借出,能复印。
- franksxiong
"The adaptive web" chapter 1. 1. 3 aspects of user modeling: nature of information, structure and representation, construction and maintenance. 2. What to model: knowledge, interests, goals, background, individual trails, context of work. Knowledge and interests are most often modeled. Context of work is mostly used in mobile application. 3. domain model: vector model (keyword model, unconnected), taxonomy model(connected), ontology(connnected). constructed by expert knowledge or mining data. 4. overlay user model: qualitative or quantitive. Beysian network for uncertainty and reasoning. 5. stereotype-based modeling is especailly used for initialization.
- franksxiong
Simplicity, Correctness, Consistency, Completeness等目标有时是矛盾的,本来就是需要权衡和取舍的。Do the right thing没有错,问题是什么是the right thing?局部的更好不一定等于整体的更好。这个思想恐怕不光是软件项目需要注意的。
- franksxiong