Case-based reasoning and expert system development

Author(s):  
Klaus -Dieter Althoff ◽  
Stefan Weß
2021 ◽  
Vol 3 (2) ◽  
pp. 136-144
Author(s):  
Alvina Islaha ◽  
Wildan Wiguna

Pencapaian keberhasilan peserta didik dengan budi pekerti yang luhur memerlukan peran pendidik dan orang tua yang memahami aspek penting dalam mendidik siswa. Suatu identifikasi kepribadian memudahkan pengambilan langkah selanjutnya dalam mendidik anak agar dapat menerapkan nilai-nilai kehidupan dengan baik. Mekanisme penanganan kepribadian siswa di SMP IT Daarul Hikmah saat ini masih menggunakan metode observasi secara langung yang kurang terkoordinasi dengan baik antara orang tua siswa dengan pihak sekolah. Pada penelitian ini bertujuan untuk menerapkan metode Case-Based Reasoning (CBR) berbasis website dalam mengidentifikasi kepribadian siswa di SMP IT Daarul Hikmah. Tahapan pengembangan sistem pakar dengan metode CBR tersebut menggunakan model Expert System Development Life-Cycle (ESDLC). Kemudian dilakukan pembangunan website dengan bahasa pemrograman PHP dan basis data MySQL. Hasil penelitian menunjukkan bahwa implementasi sistem pakar menggunakan metode CBR melakukan perhitungan identifikasi kepribadian siswa berdasarkan nilai kemiripan dari kasus baru yang dikaji sesuai dengan bidang keilmuan psikologis. Sistem pakar tersebut memudahkan para orang tua siswa dalam melakukan konsultasi atau diagnosa awal kepribadian anaknya yang mengenyam pendidikan di SMP IT Daarul Hikmah dengan pendataan kasus yang lebih terkoordinasi. Pada hasil evaluasi pengguna terhadap sistem pakar yang telah dikembangkan menunjukkan bukti bahwa responden memberikan umpan balik dengan rata-rata tingkat kepuasan pada kategori baik.


2014 ◽  
Vol 945-949 ◽  
pp. 1707-1712
Author(s):  
Bin Shen ◽  
Shu Yu Zhao ◽  
Jia Hai Wang ◽  
Juergen Fleischer

Based on the authors previous work of developing an expert system for fault diagnosis of CNC machine tool, this paper studied the theory and method of CNC remote fault diagnosis expert system based on B/S, and presents schema and structure of the expert system in detailed. Case based reasoning is used for the multi-alarm diagnosis, and rule based reasoning is used for single-alarm diagnosis. At last fault diagnosis expert system was designed and developed making use of C# and ASP.NET.


2014 ◽  
Vol 9 ◽  
pp. 57-70 ◽  
Author(s):  
Saroj Kr. Biswas ◽  
Nidul Sinha ◽  
Biswajit Purakayastha ◽  
Leniency Marbaniang

1996 ◽  
Vol 18 (1) ◽  
pp. 83-95 ◽  
Author(s):  
Yong-Kee Paek ◽  
Jungyun Seo ◽  
Gil-Chang Kim

2010 ◽  
Vol 108-111 ◽  
pp. 603-607
Author(s):  
Wei Yan ◽  
Xue Qing Li ◽  
Xu Guang Tan ◽  
De Hui Tong ◽  
Qi Gao

In this paper, we propose a hybrid decision model using case-based reasoning augmented the Gaussian and k nearest neighbor methods for aided design camshaft in engine. The hybrid Gaussian k-NN (HGKNN) CBR scheme is designed to compute memberships between cam profile and engine parameters, which provides a more flexible and practical mechanism for reusing the decision knowledge. These methods were implemented in the database application and expert system following the examples of Cam Profile. To get the designed case, the retrieved results were compared and analyzed by HGKNN and k-NN algorithm in the CBR database. It proves the validity of HGKNN and CBR design system is used successfully in engine design process.


CCIT Journal ◽  
2020 ◽  
Vol 13 (2) ◽  
pp. 130-137
Author(s):  
Evi Dewi Sri Mulyani ◽  
Rahadi Deli Saputra ◽  
Rais Mujahidul Haq

Cupping is one of the methods of treatment taught by Rasulullah SAW (thibbun nabawi) which can be believed to be a cure because it is sourced from revelations that are certain, divine powers with the perfection of reason. Rasulullah SAW said: "Every disease has a cure. So if the drug is about an illness, the disease will be cured with the permission of Allah SWT. (HR. Muslim), cupping is the best choice for treatment, because it is cheap, lawful, safe, practical and follows the sunnah of Rasulullah SAW. If cupping is done properly and correctly, according to medical rules. With the limited knowledge and memory of the therapist in determining the location of the cupping point can be an error because if there is a new symptom or with a new disease that has never been overcome by a therapist becomes one of the obstacles in determining the location of the cupping point quickly and accurately. so the need for the application of an expert system that can facilitate the cupping therapists to determine the location of the cupping point to patients precisely and quickly. Expert system that will be created using a case based reasoning method. The implementation of the system uses the PHP programming language and MySQL database. With an expert system that uses the case-based reasoning method of cupping treatment can determine the cupping point precisely in accordance with the symptoms that are inputted to be processed into output in the form of solutions to overcome the disease by displaying conclusions in the form of cupping points so as to facilitate the services performed by therapist.


Sign in / Sign up

Export Citation Format

Share Document