An N-Gram Based Method for Bengali Keyphrase Extraction

Keyphrases provide the subject metadata that gives the clues about the content of a document. In this paper, we present a new method for Bengali keyphrase extraction. The proposed method has several steps such as extraction of n-grams, identification of candidate keyphrases and assigning scores to t...

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Bibliographic Details
Published inInformation Systems for Indian Languages pp. 36 - 41
Main Author Sarkar, Kamal
Format Book Chapter
LanguageEnglish
Published Berlin, Heidelberg Springer Berlin Heidelberg 2011
SeriesCommunications in Computer and Information Science
Subjects
Bengali keyphrase extraction
Information retrieval
Metadata
Online AccessGet full text
ISBN9783642194023
3642194028
ISSN1865-0929
1865-0937
DOI10.1007/978-3-642-19403-0_6

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Abstract Keyphrases provide the subject metadata that gives the clues about the content of a document. In this paper, we present a new method for Bengali keyphrase extraction. The proposed method has several steps such as extraction of n-grams, identification of candidate keyphrases and assigning scores to the candidate keyphrases. Since Bengali is a highly inflectional language, we have developed a lightweight stemmer for stemming the candidate keyphrases. The proposed method has been tested on a collection of Bengali documents selected from a Bengali corpus downloadable from TDIL website.
AbstractList Keyphrases provide the subject metadata that gives the clues about the content of a document. In this paper, we present a new method for Bengali keyphrase extraction. The proposed method has several steps such as extraction of n-grams, identification of candidate keyphrases and assigning scores to the candidate keyphrases. Since Bengali is a highly inflectional language, we have developed a lightweight stemmer for stemming the candidate keyphrases. The proposed method has been tested on a collection of Bengali documents selected from a Bengali corpus downloadable from TDIL website.
Author Sarkar, Kamal
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Editor Goyal, Vishal
Sharma, Dharam Veer
Singh, Chandan
Sengupta, Jyotsna
Singh Lehal, Gurpreet
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Snippet Keyphrases provide the subject metadata that gives the clues about the content of a document. In this paper, we present a new method for Bengali keyphrase...
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StartPage 36
SubjectTerms Bengali keyphrase extraction
Information retrieval
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Title An N-Gram Based Method for Bengali Keyphrase Extraction
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