Publication Type:Conference Paper
Source:Advances in Case-Based Reasoning, 6th European Conference, ECCBR 2002, Springer Berlin / Heidelberg, Aberdeen, UK, p.505-518 (2002)
Keywords:case based reasoning; personal travel assistant; fipa
This paper describes a case-based approach to user profiling in a Personal Travel assistant (based on the 1998 FIPA Travel Scenario). The approach is novel in that the user profile is made up of a set of cases capturing previous interactions rather than as a single composite case. This has the advantage that the profile is always up-to-date and also allows for the borrowing of cases from similar users when coverage is poor. Profile data is retrieved from a database in an XML format and loaded into a case-retrieval net in memory. This case-retrieval net is then used to support the two key tasks of requirements elaboration and ranking offers.