HIERARCHICAL DOCUMENT ORGANIZATION AND RETRIEVAL BASED ON THEMES FOR NEWS TRACKS

Journal Title: International Journal on Computer Science and Engineering - Year 2013, Vol 5, Issue 12

Abstract

Organizing text documents is an important task and there are also numbers of strategies available in it. A good document clustering approach can assist computers in organizing the document corpus automatically into a meaningful cluster hierarchy for efficient browsing and navigation, which is very valuable for overcoming the deficiencies of traditional information retrieval methods. By clustering the text documents, the documents sharing the same topic are grouped together. Unlike document classification, no labelled documents are provided in clustering. Hence clustering is also known as unsupervised learning. In case of term based data retrieval, time consumption problem prevails. This is because as for each term, the data set’s has to be retrieved. Hence we are going for taxonomy based data retrieval. This paper presents the taxonomical approach of clustering data set in a dynamic environment. It is a difficult task to cluster data in a dynamic environment. But this can be made easily by using RSS feeds.

Authors and Affiliations

S. M. Arnica Sowmi , D. Dinesh Babu

Keywords

Related Articles

An Effective Approach for Providing Anonymity in Wireless sensor Network: Detecting Attacks and Security Measures

A wireless sensor network (WSN) consists of a large number of inexpensive and small nodes with sensing, data processing, and communication capabilities, which are densely deployed in a region of interest and collaborate...

A Note on Linear based Set Associative Cache address System

Based on the system request or application request a set of word is loaded on the cache memory. When the system is switched off the cache history gets abscond. The performance of CPU is based on the factors such as cache...

Performance of TCP/IP/ UDP adaptive header compression algorithm for wireless network

The convergence of mobile technologies will haracterize the future telecommunication systems based on TCP/IP protocols. These Protocols can be used to build both wired and wireless parts on same platform. But TCP/IP hea...

Road Recognition for Vision Navigation of Robot by Using Computer Vision

This paper presents a method for vision navigation of robot by road recognition based on image processing. By taking advantages of the unique structure in road images, the square images on road can be scanned while the r...

Frequent Pattern Mining using CATSIM Tree

Efficient algorithms to discover frequent patterns are essential in data mining research. Frequent pattern mining is emerging as powerful tool for many business applications such as e-commerce, recommender systems and su...

Download PDF file
  • EP ID EP131145
  • DOI -
  • Views 109
  • Downloads 0

How To Cite

S. M. Arnica Sowmi, D. Dinesh Babu (2013). HIERARCHICAL DOCUMENT ORGANIZATION AND RETRIEVAL BASED ON THEMES FOR NEWS TRACKS. International Journal on Computer Science and Engineering, 5(12), 940-948. https://europub.co.uk/articles/-A-131145