A Statistical Approach to perform Web Based Summarization
Journal Title: IOSR Journals (IOSR Journal of Computer Engineering) - Year 2012, Vol 1, Issue 5
Abstract
Over the past decade more and more users of the Internet rely on the search engines to help them find the information they need. However the information they find depends to a large extent, on the ranking mechanism of the search engines they use. Not surprisingly it in general consists of a large amount of information that is completely irrelevant. Text summarization is a process of reducing the size of a text while preserving its information content. Text Summarization is an emerging technique for understanding the main purpose of any kind of documents. To visualize a large text document within a short duration and small area like PDA screen, summarization provides a greater flexibility and convenience. This research focuses on developing a statistical automatic text summarization approach, K-mixture probabilistic model, to enhancing the quality of summaries. Sentences are ranked and extracted based on their semantic relationships significance values. The objective of this research is thus to propose a statistical approach to text summarization.
Authors and Affiliations
Kirti Bhatia
Keywords
Related Articles
- EP ID EP156676
- DOI -
- Views 111
- Downloads 0
An Architecture to Achieve Anonymity and Traceability
Anonymity has received increasing attention in the literature due to the users’ awareness of their privacy nowadays. Anonymity provides protection for users to enjoy network services without being traced. On the...
Data mining Algorithm’s Variant Analysis
Abstract: The Data Mining is extricating or mining information from extensive volume of information.Information mining frequently includes the examination of information put away in an information distributioncente...
An Approach to Single Documnent Text Summarization & Simplification
Abstract: The amount of information available on the internet is increasing day by day which is leading to information overload. For more information than can realistically be digested is available on the World-Wid...
Vehicle Security System with Theft Identification and Accident Notification
The rapid development of electronics provides secured environment to the human. As a part of this ‘Vehicle Security System With Theft Identification And Accident Notification’ is designed to reduce the risk i...
CAE Analysis for Oil Leakage Mechanism of Transaxle Oil Seal
Abstract: In recent years, the authors have been conducting research on the establishment of technical prevention measures for automobile development and design. This research investigates the mechanisms that cause...