Ningrum, Dwi Fetiria and Nurul Hidayat, , S.Pd., M.Sc. and Rekyan Regasari MP, , ST., MT. (2014) Implementasi Fuzzy Inference System Mamdani Untuk Mengidentifikasi Learning Disability Pada Anak. Sarjana thesis, Universitas Brawijaya.
Abstract
Learning disability merupakan kondisi yang mengganggu kemampuan seseorang untuk menyimpan, memproses dan menghasilkan informasi. Anak yang menderita learning disability mempunyai tampilan fisik yang sama dengan anak normal lainnya sehingga sulit untuk dibedakan. Identifikasi anak learning disability berguna untuk membantu guru ataupun orangtua dalam proses belajar mengajar. Learning disability yang akan dibahas dalam penelitian ini adalah disleksia, disgrafia, dan diskalkulia. Aplikasi ini mengidentifikasi learning disability berdasarkan reading, writing dan logic. Pada penelitian ini diterapkan algoritma sistem inferensi fuzzy Mamdani untuk mengidentifikasi learning disability pada anak. Untuk optimasi fungsi keanggotaan input diterapkan algoritma random search. Aplikasi ini menggunakan bahasa pemrograman web dan basis data yang digunakan adalah MySQL. Hasil akurasi sistem identifikasi learning disability pada anak dengan menggunakan fuzzy inference system Mamdani sebesar 97.77%
English Abstract
Learning disability is a condition that interfere someone’s ability to store, process and produce information. Children with learning disability have same physical appearance with normal child so it’s hard to distinguish them. The benefit to be able identify children learning disability is to help teacher or parents make a better plan to teach them and in the learning process. This research will identify some of learning disabilities such as dyslexia, dysgraphia and dyscalculia. This application will identified learning disability based on reading, writing and logic. On this research applied Mamdani fuzzy inference system algorithm to identifying learning disability in children. And also it applied random search algorithm for membership function optimizing. This application use web programming language and MySQL database. The accuracy system of identifying learning disability in children using Mamdani fuzzy inference system is 97.77%.
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| Item Type: | Thesis (Sarjana) |
|---|---|
| Identification Number: | 004 |
| Uncontrolled Keywords: | Learning disability, sistem inferensi fuzzy Mamdani, random search -learning disability, fuzzy inference system Mamdani, random search |
| Subjects: | 000 Computer science, information and general works > 005 Computer programming, programs, data |
| Divisions: | Fakultas Ilmu Komputer > Teknik Informatika |
| Depositing User: | Hasbi |
| Date Deposited: | 24 Jul 2014 14:08 |
| Last Modified: | 07 Dec 2021 04:17 |
| URI: | http://repository.ub.ac.id/id/eprint/145914 |
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