Graph-Based Algorithms for Text Summarization

Summarization is a brief and accurate representation of input text such that the output covers the most important concepts of the source in a condensed manner. Text Summarization is an emerging technique for understanding the main purpose of any kind of documents. To visualize a large text document...

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Bibliographic Details
Main Authors: Thakkar, K S, Dharaskar, R V, Chandak, M B
Format: Conference Proceeding
Language:English
Subjects:
Algorithm design and analysis
Convergence
Damping
Educational institutions
Google
HITS
PageRank
ranking algorithm
Silicon
Text Summarization
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Description
Summary:Summarization is a brief and accurate representation of input text such that the output covers the most important concepts of the source in a condensed manner. 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 visible area like PDA screen, summarization provides a greater flexibility and convenience. This paper presents innovative unsupervised methods for automatic sentence extraction using graph-based ranking algorithms and shortest path algorithm.
ISSN:2157-0477
2157-0485
DOI:10.1109/ICETET.2010.104