Friday 26th of April 2024
 

The Descriptive Study of Knowledge Discovery from Web Usage Mining


Yogish H K, Dr. G T Raju and Manjunath T N

The World Wide Web serves as huge, widely distributed, global information service centre for news, advertisements, consumer information, financial management, education, government, e-commerce and many other information services. The web also contains a rich and dynamic collection of hyperlink information and web page access and usage information, providing rich sources of data for data mining. The Web usage mining is the area of data mining which deals with the discovery and analysis of usage patterns from web logs, in order to improve web based applications. Web usage mining consists of three phases, preprocessing, pattern discovery, and pattern analysis. After the completion of these three phases the user can find the required usage patterns and use this information for the specific needs.

Keywords: Data mining, Knowledge Discovery, bot, Preprocessing, associations, clustering, web data.

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ABOUT THE AUTHORS

Yogish H K
received his Bachelor’s Degree in Computer Science and Engineering from PES College of Engineering, Mandya, Mysore University, Karnataka, India during the year 1998 and M. Tech in Computer Engineering from Sri Jaya Chama Rajendra College of Engineering Mysore, Karnataka, India during the year 2004. Currently pursuing PhD degree in Bharathiar University, Coimbatore. He has total 13 years of Industry and Teaching experience. His areas of interests are Data Warehouse, multimedia, Databases and Operating Systems. He has published and presented various papers in Journals, National Conferences and an author of two text books.

Dr. G T Raju
received his Bachelor’s Degree in Computer Science and Engineering from Kalpataru Institute Of technology, Tiptur, Karnataka, India, during the year 1992 and M. E in Computer Science and Engineering from B.M.S College of Engineering, Bangalore, Karnataka, India during the year 1995 and Doctorate of Philosophy Ph.D. in the year 2008 in Computer Science and Engineering from Visveswaraya Technological University, Belgaum, Karnataka; He has 18 years of Experience. He has visited overseas to various Universities. His area of interests is Data Mining, Data Warehousing, Image Processing, Databases, Artificial Intelligence and Computer Graphics. He has published and presented papers in journals, international and national level Conferences and published a text book

Manjunath T N
received his Bachelor’s Degree in Computer Science and Engg from Bangalore, University, Bangalore, Karnataka, India during The year 2001 and M. Tech in Computer Science and Engineering VTU, Belgaum, Karnataka, India during the year 2004. Currently pursuing PhD degree in Bharathiar University, Coimbatore. He has having total 10 years of Industry and teaching experience. His areas of interests are Data Warehouse & Business Intelligence, multimedia and Databases. He has published and Presented several papers.


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