I have participated in the following research projects.

• CLICKWORLD

  CLICKWORLD is an industrial research project aimed to build a Web proactive personalization system capable to tailor Web pages on user preferences. By using distributed knowledge discovery techniques,  the system mines behavioral knowledge about users navigation sessions and it uses this knowledge in order to specialize the contents of its Web pages.  To reach its overall objectives, the system contains, among the others, a data management module (ClickData) built on top of a webhouse supporting the storage and the analysis of user navigational data extracted from Web navigation observation by means of clickstreams analysis. In other words, it manages knowledge extracted from users navigation observations using a webhouse as support.

   

• PANDA - Patterns for Next-Generation Database Systems

With the advent of hardware advances, complex information resulting from data intensive applications is posing requirements for today's (and tomorrow's) Database Management Systems (DBMSs). Such information possesses a number of key features such as huge volume of data, diversity and complexity. We claim that the term pattern is a good candidate for generic representation of these novel information types. PANDA Working Group will study current state-of-the-art in pattern management and explore novel theorical and practical aspects of a pattern-based management system (so-called, PBMS). Aided by an Industrial Advisory Board, PANDA-WG will face application of the novel PBMS technology in real needs, such as those found in financial and telecommunications fields.

For more details about my group research projects visit the group site.

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