DocumentCode :
1605356
Title :
A fuzzy linguistic summarization technique for TV recommender systems
Author :
Pigeau, A. ; Raschia, G. ; Gelgon, M. ; Mouaddib, N. ; Saint-Paul, R.
Author_Institution :
Inst. de Recherche en Informatique de Nantes, France
Volume :
1
fYear :
2003
Firstpage :
743
Abstract :
The increasing number of satellite and cable television channels is resulting in a soaring number of broadcast programs available to viewers. To alleviate this problem, Personal Video Recorders (multimedia platforms which record TV programs on a hard disk) should integrate a recommender system, which purpose is to filter programs according to their relevance. These systems are based on a user profile, acting as a representative for the user´s interests. An important research issue resides in going beyond explicitly user-defined profiles. This paper presents a TV recommender system using fuzzy linguistic summarization technique, which enables automatic learning of the user profile. The logical architecture of the recommender system based on the SAINTETIQ model, as well as the main ideas of the filtering task are introduced in this communication.
Keywords :
cable television; data mining; deductive databases; digital video broadcasting; fuzzy set theory; meta data; multimedia systems; telecommunication computing; tree data structures; SAINTETIQ model; TV recommender systems; attributes; automatic learning; cable television channels; database summarization; filtering task; fuzzy knowledge base; fuzzy linguistic summarization technique; fuzzy set-based approach; metadata; multimedia platforms; personal video recorders; satellite television channels; structured data; tree-based organization; user profile; Cable TV; Filtering; Filters; Fuzzy systems; Hard disks; Multimedia communication; Multimedia systems; Recommender systems; Satellite broadcasting; TV broadcasting;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems, 2003. FUZZ '03. The 12th IEEE International Conference on
Print_ISBN :
0-7803-7810-5
Type :
conf
DOI :
10.1109/FUZZ.2003.1209456
Filename :
1209456
Link To Document :
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