The method of synonyms extraction from unannotated corpus

Author

Pak, Alexander Alexandrovich ; Narynov, Sergazy Sakenovich ; Zharmagambetov, Arman Serikuly ; Sagyndykova, Sholpan Nazarovna ; Kenzhebayeva, Zhanat Elubaevna ; Turemuratovich, Irbulat

Author_Institution

LLC AlemResearch, Almaty, Kazakhstan

fYear

2015

fDate

3-5 Feb. 2015

Firstpage

1

Lastpage

5

Abstract

The structuring of large volumes of e-documents assumes the organization of text on several levels, namely paragraphs, sentences, phrases, words. Methods of lexical paradigms extraction using statistical analysis were developed long ago. In this paper we attempt to move from lexical correlatives to the list of synonyms on various levels of generalization on the basis of local and global contexts´ statistics.

Keywords

data mining; statistical analysis; text analysis; e-document structuring; generalization levels; global statistics; lexical correlatives; lexical paradigm extraction method; local statistics; paragraphs; phrases; sentences; statistical analysis; synonym extraction method; synonym list; text organization; unannotated corpus; words; Clustering algorithms; Context; Data mining; Educational institutions; Histograms; Information retrieval; Semantics; Data Mining; Extracting synonym algorithm; categorize the topics of texts; construction of a semantic map concepts; e-documents;

fLanguage

English

Publisher

ieee

Conference_Titel

Digital Information, Networking, and Wireless Communications (DINWC), 2015 Third International Conference on

Conference_Location

Moscow

Print_ISBN

978-1-4799-6375-1

Type

conf

DOI

10.1109/DINWC.2015.7054207

Filename

7054207