The Content Summarization system
Journal Title: International Journal of Advanced Research in Computer Engineering & Technology(IJARCET) - Year 2013, Vol 2, Issue 2
Abstract
The documents that are published in the internet are represented in the chronological sequence. Any interesting part of this document is called as topic. Topic is the sentence which captures the attention of the readers, and the core parts of the topic will be associated temporarily so that they would help the internet news readers to grasp its content easily. The content summarization model makes use of Eigen vectors and temporal block association matrix to generate themes of the topic. Further based on the construction of Eigen vectors, significant actions and summaries are generated from the themes. Finally Graph building is done based on the temporal closeness and contextual similarities between the actions. This would finally result in summarized content to the internet news readers. The summaries generated through our system proved to be superior in terms of information coverage and consistency when compared with other traditional methods.
Authors and Affiliations
A. Pearline Divya , S. Leela
Keywords
Related Articles
- EP ID EP109695
- DOI -
- Views 94
- Downloads 0
Vulnerability Discovery with Attack Injection
Software systems are prone to security vulnerabilities. Security is very important aspect of any software. In spite of security mechanisms available, there is increasing security threats revealed every year. This i...
Proposed Algorithms for Aerial Target Tracking
This paper provides a calculation technique for the autonomous Ground Tracking System. The technique developed performs path planning of launched weapon as well as of moving target. The path planner uses coordinate...
ition-based Opportunistic Routing for Highly Dynamic MANETSition-based Opportunistic Routing for Highly Dynamic MANETS
This paper solves the problem of delivering data packets for highly dynamic mobile ad hoc networks in a timely and reliable way. Already existing ad hoc routing protocols are susceptible to node mobilty.The issue is s...
Audio-based Classification of Video Genre Using Multivariate Adaptive Regression Splines
A large number of researchers are attracted by video genre classification, video contents retrieval and semantics research in video processing and analysis domain. Many researchers try to propose structure or framewor...
Fruits Sorting and Grading using Fuzzy Logic
Now a days, the classification and grading is performed based on observations and through experience. The system utilizes image-processing techniques to classify and grade fruits. The developed system starts the...