The use of semantic fields concept in the vector model of text documents
DOI:
https://doi.org/10.15587/1729-4061.2011.1915Keywords:
Тext mining, vector space model, semantic fields, text frequencies of lexemesAbstract
The theoretical set model of semantic fields in text arrays was considered in this work. The forming of semantic fields on the base of lexeme relations was analyzed. The effectiveness of the use of semantic fields in the vector model of text data was shownReferences
- Брасегян А.А. Анализ данных и процессов: учеб. Пособие / А.А.Брасегян, М.С.Куприянов, И.И.Холод, М.Д.Тесс, С.И.Елизаров.–СПб.:БХВ–Петербург,2009.-512с.:ил.
- Pantel P. From Frequency to Meaning: Vector Space Models of Semantics / Patrick Pantel, Peter D. Turney // Journal of Artificial Intelligence Research.–2010.–vol.37.–pp.141-188.
- Левицкий В.В. Экспериментальные методы в семасиологии/ В.В. Левицкий, И.А. Стернин. – Воронеж: Изд-во ВГУ, 1989. – 192с.
- Вердиева З.Н. Семантические поля в соверменном английском языке./ З.Н. Вердиева – М.: Высшая школа, 1986. – 120с.
- Миркин Б.Г. Анализ качественных признаков и структур. / Б.Г. Миркин. – М.: Статистика, 1980. – 319с., ил.
- Agrawal R. Fast algorithm for mining association rules/ R. Agrawal, R. Srikant// Proc. 1994 Int. Conf. Very Large Data Bases (VLDB’94), pages 487-499, Santiago, Chile, Sept. 1994.
- Mannila H. Efficient algorithms for discovering association rules / H.Mannila, H.Toivonen, and A.J.Verkamo // Proc. AAAI’94 Workshop Knowledge Discovery in Databases (KDD’94), pages 181-192, Seattle, WA, July, 1994.
Downloads
How to Cite
Issue
Section
License
Copyright (c) 2014 Богдан Михайлович Павлишенко
This work is licensed under a Creative Commons Attribution 4.0 International License.
The consolidation and conditions for the transfer of copyright (identification of authorship) is carried out in the License Agreement. In particular, the authors reserve the right to the authorship of their manuscript and transfer the first publication of this work to the journal under the terms of the Creative Commons CC BY license. At the same time, they have the right to conclude on their own additional agreements concerning the non-exclusive distribution of the work in the form in which it was published by this journal, but provided that the link to the first publication of the article in this journal is preserved.
A license agreement is a document in which the author warrants that he/she owns all copyright for the work (manuscript, article, etc.).
The authors, signing the License Agreement with TECHNOLOGY CENTER PC, have all rights to the further use of their work, provided that they link to our edition in which the work was published.
According to the terms of the License Agreement, the Publisher TECHNOLOGY CENTER PC does not take away your copyrights and receives permission from the authors to use and dissemination of the publication through the world's scientific resources (own electronic resources, scientometric databases, repositories, libraries, etc.).
In the absence of a signed License Agreement or in the absence of this agreement of identifiers allowing to identify the identity of the author, the editors have no right to work with the manuscript.
It is important to remember that there is another type of agreement between authors and publishers – when copyright is transferred from the authors to the publisher. In this case, the authors lose ownership of their work and may not use it in any way.
