Delivering categorized news items using RSS feeds and web services
Saha, Subrata, Sajjanhar, Atul, Gao, Shang, Dew, Robert and Zhao, Ying 2010, Delivering categorized news items using RSS feeds and web services, in CIT 2010 : 10th IEEE International Conference on Computer and Information Technology Proceedings, IEEE Computer Society, Los Alamitos, Calif., pp. 698-702, doi: 10.1109/CIT.2010.136.
In the past decade the massive growth of the Internet brought huge changes in the way humans live their daily life; however, the biggest concern with rapid growth of digital information is how to efficiently manage and filter unwanted data. In this paper, we propose a method for managing RSS feeds from various news websites. A Web service was developed to provide filtered news items extracted from RSS feeds and these were categorized based on classical text categorization algorithms. A client application consuming this Web service retrieves and displays such filtered information. A prototype was implemented using Rapidminer 4.3 as a data mining tool and SVM as a classification algorithm. Experimental results suggest that the proposed method is effective and saves a significant amount of user processing time.
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Field of Research
080505 Web Technologies (excl Web Search)
Socio Economic Objective
890301 Electronic Information Storage and Retrieval Services
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