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Web News Mining using Back Propagation Neural Network and Clustering using K-Means Algorithm in Big Data


Affiliations
1 Department of Computer Science Engineering, Chandigarh University, Gharuan, Mohali – 140413, Punjab, India
 

In today’s era, technology increasing day by day that changes the needs and minds of human beings. In this modern world handling data and information is the main problem. Many new technologies are developed for gathering the large data like Big data. In Big data many techniques and technologies are there like K-means. In this paper the main focus of research is to manage huge amount of news like BBC news channel data from the internet. To overcome the problem of managing the web news data, a clustering based K-means and Back Propagation Neural Network algorithm for classification is proposed. In this news are classified and categorized on the basis of text and content to provide the accurate news with less running time.

Keywords

Back Propagation, Big Data, Clustering, Data Mining, Web Mining.
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  • Web News Mining using Back Propagation Neural Network and Clustering using K-Means Algorithm in Big Data

Abstract Views: 182  |  PDF Views: 0

Authors

Sukhpal Kaur
Department of Computer Science Engineering, Chandigarh University, Gharuan, Mohali – 140413, Punjab, India
Er. Mamoon Rashid
Department of Computer Science Engineering, Chandigarh University, Gharuan, Mohali – 140413, Punjab, India

Abstract


In today’s era, technology increasing day by day that changes the needs and minds of human beings. In this modern world handling data and information is the main problem. Many new technologies are developed for gathering the large data like Big data. In Big data many techniques and technologies are there like K-means. In this paper the main focus of research is to manage huge amount of news like BBC news channel data from the internet. To overcome the problem of managing the web news data, a clustering based K-means and Back Propagation Neural Network algorithm for classification is proposed. In this news are classified and categorized on the basis of text and content to provide the accurate news with less running time.

Keywords


Back Propagation, Big Data, Clustering, Data Mining, Web Mining.



DOI: https://doi.org/10.17485/ijst%2F2016%2Fv9i41%2F124983