I am looking for student who want my supervision on final year projects in two areas: (1) information retrieval (see www.cs.cityu.edu.hk/~lwang/ccs4485.html) (2) Data mining, (3) Database searching methods for biological databases. Interesting persons should contact Professor Lusheng Wang at 27889828 e-mail lwang@cs.cityu.edu.hk (office Y6429) The folowing are Three examples: (1) Title: Intelligence Internet Search Engine Problem: when using search engines, one gets lots of useless results. How to automatically select usefull results? Objective: Aim at building a system that can obtain the results that the user wants. Method: Learning by examples. After search, the user looks at some (very few) web pages and tells which one is good and which one is bad. Then some math methods will be used to quickly improve the quality of the search. (I have very concrete ideas and am sure that this will lead to a good system.) (2) Title: Data mining methods for finding genetic diseases Objective: We will design a software for finding regions in chromosomes that course genetic diseases using some data mining techniques. I have very concrete ideas to do the project. It is relative easy to get high grade for doing this one. (3) Title: Searching methods for biogical databases Ovjective: In this project, we will design methods for searching biogical databases to identify useful information. For example, we can do 3D structure search to identify all protein binding sites. Again, I have very concrete ideas to do the project. It is relative easy to get high grade for doing this one. Some other possible topics are: 1. Information Retrivial on Internet use information retrivial techniques to get high quality query results 2. Internet applications.