The contractual activities of the AxIS team have been based for five years on two software developed by the team in Java (Broadway*Tools and CBR*Tools) relating to the design of recommender systems for assistance in the search of information on the Web or in a Web site. Our original approach, called Broadway, is based, also on a similarity of user profiles (if available) and on a similarity of last behaviors of a user group. Moreover these systems have learning and on-line personalization capacities.
Our first application based on this approach goes back to 1997 via the design and the development of a system of assistance to navigation on Internet called Broadway-Web (ex-Broadway-V1, cf. transparents , user's manual). This system, based on the re-use of past navigations, aims at a user group which have decided to share their evaluation on the documents found on the Web, such as for example a team within a company or a scientific community etc.
Broadway-Web was the object of many publications and also on several occasions of demonstrations, in particular at two INRIA-Industry meetings (1998, 2001). This application was at the origin of two contracts around the Broadway approach (France Telecom and XRCE). Broadway-Web developed at INRIA is written entirely in Java and uses the platform object CBR*Tools (INRIA) and finally Jigsaw as proxy (W3C INRIA-MIT).
The objective of the proposed mission consists of:
This mission will make it possible to the candidate to deepen further into his knowledge on Web technologies (servlet, proxy, Web service, P3P, etc.) and especially on the object oriented design (re-use aspect, design patterns, UML) and especially to discover Data Mining techniques applied to Web data (cf "Web Usage Mining") and of re-use of past experiences (cf. "knowledge management"), two very active topics as well at academic as industrial level.
| Brigitte Trousse
||Brigitte.Trousse@inria.fr|| Tel.: 04 92 38 77 45
|Reference of the offer: SO01|
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