After long efforts, I chose my Final Year Under graduation Project as The new Semantic Ranking System for Search Engines. I am have reading a lot on it on Internet and Books which really inspired me to work towards it.
We are basically working on Ranking Systems and writing our own Algorithms for Ranking system based on Semantics which includes the personalization of User queries means we are putting efforts on providing the Search Results to users depending upon the previous User Search History. So basically rule is “More you ll use the system, Smarter and personalized it ll become for You”.
Google has already introduced the demo of it but yet they themselves accept that they are far away from their perceived success but IBM through its Lab Research Project called “Clever Search” seems really promising but it is yet to make public.
We see Search as the horizon where Computer Science has yet to make progress. Neural networks and Fuzzy concepts have been successful in solving lots of Search Problems but when it comes to Web we sometimes puts our hands down.
In our project, we are working Using boolean Set Vector and Probability model to personalize the data. More details will follow on coming blog updates.
