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FSM is a data model that has been recently proposed. Keywords: Fuzzy Database, Flexible Querying, Fuzzy Logic. 1 Introduction Defining and processing flexible queries is one of the topics that seem to afford the greatest potential for further developments in database research area [2]. The key idea in flexible querying is to introduce preferences inside queries [2]. This means that the answers to these queries are no longer a crisp set and entities that “partially” much the preferences stated in the query are also provided to the user.

3 The Programme Unit Fingerprints A fingerprint is a representation that univocally characterises a given object. The concept has been recently adopted in many areas, from bioinformatics [13,18,19] to various multimedia applications [9,23,25]. We define our fingerprints as vectors in a fuzzy space. The fingerprint construction can be seen as a space transformation process, which maps each Programme Unit description from the surrogate’s vector space to a new fuzzy vector space, whose dimensions are the number of clusters in the database, and whose elements are (fuzzy) degrees of membership of the Programme Unit to the corresponding cluster.

Of Electronic Imaging 10(4), 917–929 (2001) 8. : Automatic recognition of film genres. In: Proc. ACM Multimedia (1995) 9. : Effective Image Fingerprint Extraction Based on Random Bubble Sampling. In: WIAMIS 2004 (2004) 10. : Fuzzy Cluster Analysis. Wiley, Chichester (1999) 11. : Generic Video Classification: An Evolutionary Learning based Fuzzy Theoretic Approach. In: Proc. of the ICVGIP 2002 (2002) 12. : Fundamentals of Content-Based Image Retrieval. In: Multimedia Information Retrieval and Management- Technological Fundamentals and Applications.

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