Title :
Recognition method of behavioral pattern by sequential learning for life logs
Author :
Kondoh, Satoshi ; Moriya, Takaaki ; Akahani, Junichi
Author_Institution :
NTT Network Service Syst. Labs., NTT Corp., Musashino, Japan
Abstract :
We proposed a new pattern recognition method suitable for sequential learning and self adapting. which meets the requirement of Web behavioral analysis on large Life Log databases. Even if sparse data, such as web page keywords, a user´s web sequence can be efficiently compared with the statistical sequence. If a user´s Web behavior does not change suddenly, our method will be accurate. For future work, we will evaluate the above metioned details in terms of performance and accuracy.
Keywords :
Internet; Web sites; pattern recognition; sequences; statistical analysis; Web behavioral analysis; behavioral pattern recognition method; life log database; sequential learning; statistical sequence; users web sequence; web page keywords; Data mining; Electronic mail; Feature extraction; HTML; Laboratories; Noise reduction; Pattern analysis; Pattern recognition; Web pages;
Conference_Titel :
Information and Telecommunication Technologies (APSITT), 2010 8th Asia-Pacific Symposium on
Conference_Location :
Kuching
Print_ISBN :
978-1-4244-6413-5
Electronic_ISBN :
978-4-88552-244-4