Yıl 2015, Cilt 2 , Sayı , Sayfalar 178 - 184 2015-09-01

A LEARNING STYLE INFERENCY SYSTEM BASED ON FUZZY LOGIC TECHNIQUE AND HONEY&MUMFORD’S LEARNING MODEL

Kadriye Filiz BALBAL [1] , Naciye MULAYIM [2] , Ali OZDEMIR [3] , Aysegul ALAYBEYOGLU [4]


In this study, fuzzy logic based Honey and Mumford’s learning system is proposed to characterize learning styles of the students who have various own learning skills, intelligence levels and learning styles. We used  Honey and Mumford’s model which is based on Kolb's learning style and which identifies four distinct learning styles namely; Activist, Theorist, Pragmatist and Reflector in accordance with the Kolb’model. In Kolb’s learning system, effective learning process can be achieved by incorporating four models namely; Concrete Experience, Abstract Conceptualization, Reflective Observation and Active Experimentation. We designed a software system which includes some of the questions in Learning Style Questionnaire which is prepared by Honey & Mumford. We rated the answers of the students and give them as an input to the proposed fuzzy logic engine which has four input models namely Activist, Theorist, Pragmatist and Reflector; and an output namely EducationStyle.  The proposed system inferences Education Style, Learning Status and Level of Learning Style of the student. By this way, instructor will be able to match his teaching style with student's learning style.

Kolb’s learning style, Honey & Mumford learning style, fuzzy logic
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Konular Sosyal
Bölüm Articles
Yazarlar

Yazar: Kadriye Filiz BALBAL

Yazar: Naciye MULAYIM

Yazar: Ali OZDEMIR

Yazar: Aysegul ALAYBEYOGLU

Tarihler

Yayımlanma Tarihi : 1 Eylül 2015

Bibtex @araştırma makalesi { epess333354, journal = {The Eurasia Proceedings of Educational and Social Sciences}, issn = {}, eissn = {2587-1730}, address = {}, publisher = {ISRES Organizasyon Turizm Eğitim Danışmanlık Ltd. Şti.}, year = {2015}, volume = {2}, pages = {178 - 184}, doi = {}, title = {A LEARNING STYLE INFERENCY SYSTEM BASED ON FUZZY LOGIC TECHNIQUE AND HONEY\&MUMFORD’S LEARNING MODEL}, key = {cite}, author = {BALBAL, Kadriye Filiz and MULAYIM, Naciye and OZDEMIR, Ali and ALAYBEYOGLU, Aysegul} }
APA BALBAL, K , MULAYIM, N , OZDEMIR, A , ALAYBEYOGLU, A . (2015). A LEARNING STYLE INFERENCY SYSTEM BASED ON FUZZY LOGIC TECHNIQUE AND HONEY&MUMFORD’S LEARNING MODEL. The Eurasia Proceedings of Educational and Social Sciences , 2 () , 178-184 . Retrieved from https://dergipark.org.tr/tr/pub/epess/issue/30319/333354
MLA BALBAL, K , MULAYIM, N , OZDEMIR, A , ALAYBEYOGLU, A . "A LEARNING STYLE INFERENCY SYSTEM BASED ON FUZZY LOGIC TECHNIQUE AND HONEY&MUMFORD’S LEARNING MODEL". The Eurasia Proceedings of Educational and Social Sciences 2 (2015 ): 178-184 <https://dergipark.org.tr/tr/pub/epess/issue/30319/333354>
Chicago BALBAL, K , MULAYIM, N , OZDEMIR, A , ALAYBEYOGLU, A . "A LEARNING STYLE INFERENCY SYSTEM BASED ON FUZZY LOGIC TECHNIQUE AND HONEY&MUMFORD’S LEARNING MODEL". The Eurasia Proceedings of Educational and Social Sciences 2 (2015 ): 178-184
RIS TY - JOUR T1 - A LEARNING STYLE INFERENCY SYSTEM BASED ON FUZZY LOGIC TECHNIQUE AND HONEY&MUMFORD’S LEARNING MODEL AU - Kadriye Filiz BALBAL , Naciye MULAYIM , Ali OZDEMIR , Aysegul ALAYBEYOGLU Y1 - 2015 PY - 2015 N1 - DO - T2 - The Eurasia Proceedings of Educational and Social Sciences JF - Journal JO - JOR SP - 178 EP - 184 VL - 2 IS - SN - -2587-1730 M3 - UR - Y2 - 2020 ER -
EndNote %0 The Eurasia Proceedings of Educational and Social Sciences A LEARNING STYLE INFERENCY SYSTEM BASED ON FUZZY LOGIC TECHNIQUE AND HONEY&MUMFORD’S LEARNING MODEL %A Kadriye Filiz BALBAL , Naciye MULAYIM , Ali OZDEMIR , Aysegul ALAYBEYOGLU %T A LEARNING STYLE INFERENCY SYSTEM BASED ON FUZZY LOGIC TECHNIQUE AND HONEY&MUMFORD’S LEARNING MODEL %D 2015 %J The Eurasia Proceedings of Educational and Social Sciences %P -2587-1730 %V 2 %N %R %U
ISNAD BALBAL, Kadriye Filiz , MULAYIM, Naciye , OZDEMIR, Ali , ALAYBEYOGLU, Aysegul . "A LEARNING STYLE INFERENCY SYSTEM BASED ON FUZZY LOGIC TECHNIQUE AND HONEY&MUMFORD’S LEARNING MODEL". The Eurasia Proceedings of Educational and Social Sciences 2 / (Eylül 2015): 178-184 .
AMA BALBAL K , MULAYIM N , OZDEMIR A , ALAYBEYOGLU A . A LEARNING STYLE INFERENCY SYSTEM BASED ON FUZZY LOGIC TECHNIQUE AND HONEY&MUMFORD’S LEARNING MODEL. EPESS. 2015; 2: 178-184.
Vancouver BALBAL K , MULAYIM N , OZDEMIR A , ALAYBEYOGLU A . A LEARNING STYLE INFERENCY SYSTEM BASED ON FUZZY LOGIC TECHNIQUE AND HONEY&MUMFORD’S LEARNING MODEL. The Eurasia Proceedings of Educational and Social Sciences. 2015; 2: 184-178.