Using interval type-2 fuzzy logic to analyze Igbo emotion words

Several attempts had been made to analyze emotion words in the fields of linguistics, psychology and sociology; with the advent of computers, the analyses of these words have taken a different dimension. Unfortunately, limited attempts have so far been made to using interval type-2 fuzzy logic (IT2F...

Descripción completa

Guardado en:

Detalles Bibliográficos
Autores principales:	Uduak Umoh, Imo Eyoh, Etebong Isong, Anietie Ekong, Salvation Peter
Formato:	article
Lenguaje:	EN
Publicado:	Ayandegan Institute of Higher Education, 2020
Materias:	affective computing valence activation dominance vocabularies Mathematics QA1-939
Acceso en línea:	https://doaj.org/article/4685cd807088499d97b35aa28def31b1
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

id	oai:doaj.org-article:4685cd807088499d97b35aa28def31b1
record_format	dspace
spelling	oai:doaj.org-article:4685cd807088499d97b35aa28def31b12021-11-07T10:03:36ZUsing interval type-2 fuzzy logic to analyze Igbo emotion words2783-14422717-345310.22105/jfea.2020.251544.1021https://doaj.org/article/4685cd807088499d97b35aa28def31b12020-09-01T00:00:00Zhttp://www.journal-fea.com/article_118503_e670f9ce80b05b9689d3556b37809411.pdfhttps://doaj.org/toc/2783-1442https://doaj.org/toc/2717-3453Several attempts had been made to analyze emotion words in the fields of linguistics, psychology and sociology; with the advent of computers, the analyses of these words have taken a different dimension. Unfortunately, limited attempts have so far been made to using interval type-2 fuzzy logic (IT2FL) to analyze these words in native languages. This study used IT2FL to analyze Igbo emotion words. IT2F sets are computed using the interval approach method which is divided into two parts: the data part and the fuzzy set part. The data part preprocessed data and its statistics computed for the interval that survived the preprocessing stages while the fuzzy set part determined the nature of the footprint of uncertainty; the IT2F set mathematical models for each emotion characteristics of each emotion word is also computed. The data used in this work was collected from fifteen subjects who were asked to enter an interval for each of the emotion characteristics: Valence, Activation and Dominance on an interval survey of the thirty Igbo emotion words. With this, the words are being analyzed and can be used for the purposes of translation between vocabularies in consideration to context.Uduak UmohImo EyohEtebong IsongAnietie EkongSalvation PeterAyandegan Institute of Higher Education,articleaffective computingvalenceactivationdominancevocabulariesMathematicsQA1-939ENJournal of Fuzzy Extension and Applications, Vol 1, Iss 3, Pp 206-226 (2020)
institution	DOAJ
collection	DOAJ
language	EN
topic	affective computing valence activation dominance vocabularies Mathematics QA1-939
spellingShingle	affective computing valence activation dominance vocabularies Mathematics QA1-939 Uduak Umoh Imo Eyoh Etebong Isong Anietie Ekong Salvation Peter Using interval type-2 fuzzy logic to analyze Igbo emotion words
description	Several attempts had been made to analyze emotion words in the fields of linguistics, psychology and sociology; with the advent of computers, the analyses of these words have taken a different dimension. Unfortunately, limited attempts have so far been made to using interval type-2 fuzzy logic (IT2FL) to analyze these words in native languages. This study used IT2FL to analyze Igbo emotion words. IT2F sets are computed using the interval approach method which is divided into two parts: the data part and the fuzzy set part. The data part preprocessed data and its statistics computed for the interval that survived the preprocessing stages while the fuzzy set part determined the nature of the footprint of uncertainty; the IT2F set mathematical models for each emotion characteristics of each emotion word is also computed. The data used in this work was collected from fifteen subjects who were asked to enter an interval for each of the emotion characteristics: Valence, Activation and Dominance on an interval survey of the thirty Igbo emotion words. With this, the words are being analyzed and can be used for the purposes of translation between vocabularies in consideration to context.
format	article
author	Uduak Umoh Imo Eyoh Etebong Isong Anietie Ekong Salvation Peter
author_facet	Uduak Umoh Imo Eyoh Etebong Isong Anietie Ekong Salvation Peter
author_sort	Uduak Umoh
title	Using interval type-2 fuzzy logic to analyze Igbo emotion words
title_short	Using interval type-2 fuzzy logic to analyze Igbo emotion words
title_full	Using interval type-2 fuzzy logic to analyze Igbo emotion words
title_fullStr	Using interval type-2 fuzzy logic to analyze Igbo emotion words
title_full_unstemmed	Using interval type-2 fuzzy logic to analyze Igbo emotion words
title_sort	using interval type-2 fuzzy logic to analyze igbo emotion words
publisher	Ayandegan Institute of Higher Education,
publishDate	2020
url	https://doaj.org/article/4685cd807088499d97b35aa28def31b1
work_keys_str_mv	AT uduakumoh usingintervaltype2fuzzylogictoanalyzeigboemotionwords AT imoeyoh usingintervaltype2fuzzylogictoanalyzeigboemotionwords AT etebongisong usingintervaltype2fuzzylogictoanalyzeigboemotionwords AT anietieekong usingintervaltype2fuzzylogictoanalyzeigboemotionwords AT salvationpeter usingintervaltype2fuzzylogictoanalyzeigboemotionwords
_version_	1718443542965125120

Using interval type-2 fuzzy logic to analyze Igbo emotion words

Ejemplares similares