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

Author

Cakmak, Onur ; Kazemzadeh, A. ; Yildirim, S. ; Narayanan, Shrikanth

Author_Institution

Dept. of Comput. Eng., Mustafa Kemal Univ., Hatay, Turkey

fYear

2012

fDate

3-6 Dec. 2012

Firstpage

1

Lastpage

4

Abstract

This paper describes a methodology that shows the feasibility of a fuzzy logic (FL) representation of Turkish emotion-related words. We analyzed 197 Turkish emotion words set through a Web-based surveys that prompted users with emotional words and asked them to enter an interval valence, activation, and dominance emotion attributes using a double slider. Our previous experimental results indicated that there was a strong correlation between the emotions attributed to Turkish word roots and the Turkish sentences. In this paper, we extend our previous work and analyze Turkish emotion words by using an interval type-2 fuzzy logic.

Keywords

fuzzy logic; natural language processing; Turkish emotion words; Turkish sentences; Turkish word roots; Web-based surveys; dominance emotion attributes; double slider; emotional words; fuzzy logic representation; interval type-2 fuzzy logic; interval valence; Affective computing; Computers; Educational institutions; Fuzzy logic; Fuzzy sets; Fuzzy systems; Uncertainty;

fLanguage

English

Publisher

ieee

Conference_Titel

Signal & Information Processing Association Annual Summit and Conference (APSIPA ASC), 2012 Asia-Pacific

Conference_Location

Hollywood, CA

Print_ISBN

978-1-4673-4863-8

Type

conf

Filename

6411968