Clustered and Smarter Web mining using Semantic Web

被引:0
作者
Galib, Syed Md. [1 ]
Shah, Ajay [2 ]
Rahman, Md. Motiur [2 ]
Debnath, Maitri [2 ]
机构
[1] Patuakhali Sci & Technol Univ, Dept Comp Sci & Informat Technol, Patuakhali, Bangladesh
[2] Patuakhali Sci & Technol Univ, Fac Comp Sci & Engn, Patuakhali, Bangladesh
来源
2015 18TH INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION TECHNOLOGY (ICCIT) | 2015年
关键词
Semantic web; web; 3.0; intelligent data mining;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Semantic Web which is an extension to the current web 2.0 presents information more magnificently for humans and automated tools as well. It offers an intelligent web service that synchronizes and arranges precised data over web in a well-organized modus. The exactitude of fetching relevant data as per the user demand has been a real challenge for traditional web over years in the field of data mining. In this paper, we propose an approach for mapping data over web 3.0 through web ontology and retrieve the precised information through an intelligent agent. The agent provides all the searched data related to the user query from where desired information is found. If the user does not have enough search parameter, mining can be carried out by the information appended by the agent. Our proposed model shortlists the results fetched by traditional search engines such as Google which are semantically related to users' search parameter. A case study of Institutions of Barisal Division is considered to examine the helpfulness of the model.
引用
收藏
页码:111 / 115
页数:5
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