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International Journal for Research Trends and Innovation
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2456-3315 | Impact factor: 8.14 | ESTD Year: 2016
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Impact Factor : 8.14
Issue per Year : 12
Volume Published : 10
Issue Published : 115
Article Submitted : 19456
Article Published : 8041
Total Authors : 21252
Total Reviewer : 769
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| Paper Title: | Automatic Text Summarization Using Local Scoring and Ranking |
| Authors Name: | Diksha Kumar , Sumeet Bhalekar , Hari Disle , Sameer Gorule , Ketan Gotarane |
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IJRTI_180803
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| Published Paper Id: | IJRTI1905031 |
| Published In: | Volume 4 Issue 5, May-2019 |
| DOI: | |
| Abstract: | Existence of large amount of textual information available on the internet emerged serious research in the area of machine generated summarization. Manual summarization of these online text documents is a very difficult task for human beings. So we need an automatic text summarizer. Automatic Text Summarization (ATS) is “condensing the source text into a shorter version, while preserving its information content and overall meaning”. Even though the work of automatic text summarization started in 1950’s, still it is lacking to achieve more coherent and meaningful summaries. The proposed approach provides automatic feature based extractive text summarizer to improve the coherence thereby improving the understandability of the summary text. It summarizes the given input document using local scoring and local ranking that is it provides summary. The proposed approach applies the features to all document sentences. But it ranks the sentences and selects top n sentences from each paragraph where n depends upon compression ratio. The final summary produced by this approach is a collection of summary of individual paragraph/heading. Since the summary contains the equal proportion of sentences from each heading, it reduces the coherent gap of the summary text. Also it improves the overall meaning and understanding of the summary text. |
| Keywords: | text summarization; manual summarization; compression ratio; main summary; coherent gap; precision |
| Cite Article: | "Automatic Text Summarization Using Local Scoring and Ranking", International Journal of Science & Engineering Development Research (www.ijrti.org), ISSN:2455-2631, Vol.4, Issue 5, page no.131 - 135, May-2019, Available :http://www.ijrti.org/papers/IJRTI1905031.pdf |
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2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
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Published Paper ID: IJRTI1905031
Registration ID:180803
Published In: Volume 4 Issue 5, May-2019
DOI (Digital Object Identifier):
Page No: 131 - 135 Country: Thane West, Maharashtra, India Research Area: Engineering Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI1905031 Published Paper PDF: https://www.ijrti.org/papers/IJRTI1905031 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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