ACADSTAFF UGM

CREATION
Title : Cognitive Classification Based on Revised Bloom’s Taxonomy Using Learning Vector Quantization
Author :

EKO SUBIYANTORO (1) Dr.techn. Ahmad Ashari, M.I.Kom. (2) Dr. Suprapto, M.I.Kom. (3)
Date : 0 2020
Keyword : Bloom taxonomy, LVQ, cognitive low, cognitive medium, cognitive high Bloom taxonomy, LVQ, cognitive low, cognitive medium, cognitive high
Abstract : The cognitive dimensions of the new bloom taxonomy consist of six categories, namely C1, C2, C3, C4, C5, and C6. The difference is using verbs at each cognitive level. Based on the cognitive level, it appears that the C1 level is the lowest thinking level while C6 is the highest thinking level. However, cognitive classification to develop students' knowledge towards high-level cognitive skills has not been applied to managing students in learning. The focus of this study is to determine the cognitive classification structure using the bloom taxonomy. Learning Vector Quantization (LVQ) is used to classify cognitive levels into three classes, namely Low Cognitive (CL), Medium Cognitive (CM), and High Cognitive (CH). The results showed that the cognitive classification of LVQ succeeded in classifying the cognitive domains into three cognitive classes, namely CL, CM, and CH with an accuracy of 97% through a learning rate of 0.3.
Group of Knowledge :
Level : Internasional
Status :
Published
Document
No Title Document Type Action
1 Cognitive Classification Based on Revised Bloom’s Taxonomy Using Learning Vector Quantization (1).pdf
Document Type : Cek Similarity
Cek Similarity View
2 CENIM_2020-Certificate.pdf
Document Type : [PAK] Sertifikat Seminar
[PAK] Sertifikat Seminar View
3 CENIM_2020-Front_cover.pdf
Document Type : Seminar Sampul Prosiding
Seminar Sampul Prosiding View
4 CENIM_2020_Committees.pdf
Document Type : [PAK] Informasi Dewan Redaksi/Editor/Steering Committee
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5 CENIM_2020-Table_of_contents.pdf
Document Type : Daftar Isi
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6 CENIM_2020-Schedule.pdf
Document Type : [PAK] Dokumen Susunan Panitia
[PAK] Dokumen Susunan Panitia View
7 Cognitive Classification Based on Revised Bloom’s Taxonomy Using Learning Vector Quantization (1).pdf
Document Type : [PAK] Full Dokumen
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