DocumentCode :
2178736
Title :
Web Mining: Key Accomplishments, Applications and Future Directions
Author :
Ramakrishna, Mahesh Thylore ; Gowdar, Latha Kolal ; Havanur, Malatesh Somashekar ; Swamy, Banur Puttappa Mallikarjuna
Author_Institution :
Dept. of Inf. Sci. & Eng., Jain Univ., Bangalore, India
fYear :
2010
fDate :
9-10 Feb. 2010
Firstpage :
187
Lastpage :
191
Abstract :
The World-Wide Web provides every internet citizen with access to an abundance of information, but it becomes increasingly difficult to identify the relevant pieces of information. Research in web mining tries to address this problem by applying techniques from data mining and machine learning to Web data and documents. The Web Mining is an application of Data Mining. Without the internet, life would have been almost impossible. The data available on the web is so voluminous and heterogeneous that it becomes an essential factor to mine this available data to make it presentable, useful, pertinent to a particular problem. Web mining deals with extracting these interesting patterns and developing useful abstracts from diversified sources. The present paper deals with a preliminary discussion of WEB mining, few key computer science contributions in the field of web mining, the prominent successful applications and outlines some promising areas of future research.
Keywords :
Internet; data mining; learning (artificial intelligence); Internet; Web data; Web documents; Web mining; World Wide Web; data mining; machine learning; Abstracts; Application software; Computer science; Data engineering; Data mining; Information science; Internet; Machine learning; Memory; Web mining; content mining; structure mining; usage mining; web mining;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Data Storage and Data Engineering (DSDE), 2010 International Conference on
Conference_Location :
Bangalore
Print_ISBN :
978-1-4244-5678-9
Type :
conf
DOI :
10.1109/DSDE.2010.53
Filename :
5452608
Link To Document :
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