Using interval type-2 fuzzy logic to analyze Igbo emotion words
- سال انتشار: 1399
- محل انتشار: نشریه گسترش مجموعه فازی و کاربردهای آن، دوره: 1، شماره: 3
- کد COI اختصاصی: JR_JFEA-1-3_005
- زبان مقاله: انگلیسی
- تعداد مشاهده: 239
نویسندگان
Department of Computer Science, University of Uyo, Nigeria.
Department of Computer Science, University of Uyo, Nigeria.
Department of Computer Science, Akwa Ibom State University, Uyo, Nigeria.
Department of Computer Science, Akwa Ibom State University, Uyo, Nigeria.
Department of Computer Science, University of Uyo, Nigeria.
چکیده
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.کلیدواژه ها
Affective Computing, Valence, Activation, Dominance, Vocabulariesاطلاعات بیشتر در مورد COI
COI مخفف عبارت CIVILICA Object Identifier به معنی شناسه سیویلیکا برای اسناد است. COI کدی است که مطابق محل انتشار، به مقالات کنفرانسها و ژورنالهای داخل کشور به هنگام نمایه سازی بر روی پایگاه استنادی سیویلیکا اختصاص می یابد.
کد COI به مفهوم کد ملی اسناد نمایه شده در سیویلیکا است و کدی یکتا و ثابت است و به همین دلیل همواره قابلیت استناد و پیگیری دارد.