Research on Semantic Web Mining
Submitted in partial fulfillment of the requirements for the second semester course
PROFESSIONAL PRACTICES/SEMINAR of
MASTER OF TECHNOLOGY in
CHITTAMPALLY VASANTH RAJA
DEPARTMENT OF INFORMATION TECHNOLOGY
NATIONAL INSTITUTE OF TECHNOLOGY KARNATAKA
D E C L A R A T I O N
I hereby declare that the Report of the P.G. Seminar Work entitled “Research on Semantic Web Mining” which is being submitted to the National Institute of Technology Karnataka Surathkal, in partial fulfillment of the requirements for the second semester PROFESSIONAL PRACTICES/SEMINAR course of the Master of Technology Degree in Information Technology in the Department of Information Technology, is a bonafide report of the study carried out by me. The material contained in this report has not been submitted to any University or Institution for the award of any degree.
(Register Number, Name and Signature of Student)
Department of Information Technology
Place: NITK, SURATHKAL
This is to certify that the P.G Seminar Report entitled “Research on Semantic Web Mining” submitted by CHITTAMPALLY VASANTH RAJA (Register Number: 10IT05F) as the record of the work carried out by him, is accepted as the P.G Seminar Report submission in partial fulfillment of the requirements for the award of degree of second semester PROFESSIONAL PRACTICES/SEMINAR course of the Master of Technology Degree in Information Technology in the Department of Information Technology, National Institute of Technology Karnataka, Surathkal.
I take this opportunity to express my deepest gratitude and appreciation to all those who have helped me directly or indirectly towards the successful completion of this project.
Foremost, I would like to express my sincere gratitude to my guides Dr. Prakash Raghavendra and Mr. Biju R Mohan, Department of Information Technology, NITK Surathkal. Their advice, constant support, encouragement and valuable suggestions throughout the course of my work helped me successfully complete the seminar. Without their continuous support and interest, this report would not have been the same as presented here.
I am thankful to Dr. Ram Mohan Reddy, Head, Department of Information Technology for his co-operation and for providing necessary facilities throughout the course.
Besides my guides, I would like to thank entire teaching and non-teaching staff in the Department of Information Technology, NITK for all their help during my tenure at NITK. Kudos to all my friends at NITK for thought provoking discussion and making stay very pleasant.
Last but not least, I am thankful to my parents to whom I am greatly indebted for their support and encouragement to pursue my interests.
CHITTAMPALLY VASANTH RAJA
Following the rapid development and wide application of the Internet, Web has become an exchange, sharing of information and effective tool for collaborative work. People’s attention and frequent use of the Web promote the development of this technology, but also make the Web information resources on the rapid growth. However, there are flood of information resources distribute on Web, to Convenient to bring the people at the same time, also makes the network very difficult to in-depth application. On the one hand a person is only concerned about small information of Web, and user is not interested in the rest of the Web. Content mining is used to extract the text, image, or other information and knowledge component of the web content.
A semantic-based Web mining is mentioned by many people in order to improve Web service levels and address the existing Web services which is supported by the lack of semantic problem. Semantic-based Web data mining is a combination of the semantic Web and Web mining. Web mining results help to build the semantic Web. The knowledge of Semantic Web makes Web mining easier to achieve, but also can improve the effectiveness of Web mining.