Formalization of Human Categorization Process Using Interpolative Boolean Algebra
المؤلفون المشاركون
Petrović, Bratislav
Radojević, Dragan
Dobrić, Vladimir
Kovačević, Darko
Milošević, Pavle
المصدر
Mathematical Problems in Engineering
العدد
المجلد 2015، العدد 2015 (31 ديسمبر/كانون الأول 2015)، ص ص. 1-8، 8ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2015-01-19
دولة النشر
مصر
عدد الصفحات
8
التخصصات الرئيسية
الملخص EN
Since the ancient times, it has been assumed that categorization has the basic form of classical sets.
This implies that the categorization process rests on the Boolean laws.
In the second half of the twentieth century, the classical theory has been challenged in cognitive science.
According to the prototype theory, objects belong to categories with intensities, while humans categorize objects by comparing them to prototypes of relevant categories.
Such categorization process is governed by the principles of perceived world structure and cognitive economy.
Approaching the prototype theory by using truth-functional fuzzy logic has been harshly criticized due to not satisfying the complementation laws.
In this paper, the prototype theory is approached by using structure-functional fuzzy logic, the interpolative Boolean algebra.
The proposed formalism is within the Boolean frame.
Categories are represented as fuzzy sets of objects, while comparisons between objects and prototypes are formalized by using Boolean consistent fuzzy relations.
Such relations are directly constructed from a Boolean consistent fuzzy partial order relation, which is treated by Boolean implication.
The introduced formalism secures the principles of categorization showing that Boolean laws are fundamental in the categorization process.
For illustration purposes, the artificial cognitive system which mimics human categorization activity is proposed.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Dobrić, Vladimir& Kovačević, Darko& Petrović, Bratislav& Radojević, Dragan& Milošević, Pavle. 2015. Formalization of Human Categorization Process Using Interpolative Boolean Algebra. Mathematical Problems in Engineering،Vol. 2015, no. 2015, pp.1-8.
https://search.emarefa.net/detail/BIM-1074307
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Dobrić, Vladimir…[et al.]. Formalization of Human Categorization Process Using Interpolative Boolean Algebra. Mathematical Problems in Engineering No. 2015 (2015), pp.1-8.
https://search.emarefa.net/detail/BIM-1074307
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Dobrić, Vladimir& Kovačević, Darko& Petrović, Bratislav& Radojević, Dragan& Milošević, Pavle. Formalization of Human Categorization Process Using Interpolative Boolean Algebra. Mathematical Problems in Engineering. 2015. Vol. 2015, no. 2015, pp.1-8.
https://search.emarefa.net/detail/BIM-1074307
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1074307
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر