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Journal : Majalah Ilmiah METHODA

 1 
PERANCANGAN SISTEM PREDIKSI KEBUTUHAN STOK DARAH BAGI ORGANISASI NON PROFIT MENGGUNAKAN METODE FUZZY MAMDANI Edi, Edi
Majalah Ilmiah METHODA Vol. 13 No. 3 (2023): Majalah Ilmiah METHODA
Publisher : Universitas Methodist Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46880/methoda.Vol13No3.pp261-267

Abstract

A non-profit organization is a nonprofit organization formed with the aim of providing assistance, and it does not seek profit in its activities. In addition to organizing blood donation campaigns, non-profit organizations often help hospitals in need of blood by providing the necessary blood supply through the Indonesian Red Cross (PMI). However, the problem faced is that the availability of blood stock is often depleted during urgent situations, resulting in the inability to fulfill the hospitals' blood requests. Therefore, as a solution to address the challenges faced by non-profit organizations, the development of an information system for predicting blood stock requirements is necessary to determine whether there is a need to replenish the blood stock in the following months. In this research, the developed blood stock prediction system implements the Fuzzy Mamdani method. The research results indicate that the Fuzzy Mamdani method, in predicting blood stock requirements, has achieved a satisfactory level of accuracy. Although a limited number of rules, specifically 24 rules, were processed, this method was able to provide predictions that closely approximated the actual requirements. However, it should be noted that the accuracy level can be further improved by adding more comprehensive rules and using a wider dataset.
PERANCANGAN SISTEM PREDIKSI KEBUTUHAN STOK DARAH BAGI ORGANISASI NON PROFIT MENGGUNAKAN METODE FUZZY MAMDANI Edi, Edi
Majalah Ilmiah METHODA Vol. 13 No. 3 (2023): Majalah Ilmiah METHODA
Publisher : Universitas Methodist Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46880/methoda.Vol13No3.pp261-267

Abstract

A non-profit organization is a nonprofit organization formed with the aim of providing assistance, and it does not seek profit in its activities. In addition to organizing blood donation campaigns, non-profit organizations often help hospitals in need of blood by providing the necessary blood supply through the Indonesian Red Cross (PMI). However, the problem faced is that the availability of blood stock is often depleted during urgent situations, resulting in the inability to fulfill the hospitals' blood requests. Therefore, as a solution to address the challenges faced by non-profit organizations, the development of an information system for predicting blood stock requirements is necessary to determine whether there is a need to replenish the blood stock in the following months. In this research, the developed blood stock prediction system implements the Fuzzy Mamdani method. The research results indicate that the Fuzzy Mamdani method, in predicting blood stock requirements, has achieved a satisfactory level of accuracy. Although a limited number of rules, specifically 24 rules, were processed, this method was able to provide predictions that closely approximated the actual requirements. However, it should be noted that the accuracy level can be further improved by adding more comprehensive rules and using a wider dataset.
Co-Authors Abdul Kadir Abdul Salam Abdurahman Abdurrahman AGUS KURNIA Ainun, Ainun Alferdi, Alferdi Allaily Allaily Andy Andy AR, Jaini Bidaya Arif Arif Ariyani, Etika Azali, Lia Bakar, Amhar Abu Banmalei, Irmawati M Bilal, Arpan Islami Chandra Chandra Cristi, Cristi Cut Aida Fitri Darmurtika, Linda Ayu David David Derista, Fanny Didik Aryanto Eilyn, Eilyn Eka, Eka Fadli Faturrahman Fadli Faturrahman Fahlia Fangesty, Maolidya Asri Siwi Fauzan . Franita, Franita Hafiz, Abdul Hanadi, Hanadi Hanifa Sri Nuryani Hanifa Sri Nuryani Hartini Haswita, Desi Hidayati Hidayati Hijril Ismail, Hijril Ihsani, Baiq Yuliatin Ilham Ilham Ilham Ilham Irwandi Irwandi Joni Joni Karim, Sofyan Karina, Ria Khaliluddin, Khaliluddin Lestari, Lydia Lukman Lukman Mansurudin, Mansurudin Mardiana, Ana Mardianto Mas'ad, Mas'ad Matasak, Alfriani Nancy Maysti, Maysti Meiliana Meiliana Milandari, Baiq Desi Mufida, Mufida Muhaimin Hamzah Munawir Haris Nazati, Sevinatul Nurhayati Harahap Nurin Rochayati Oce Astuti Patrisia, Leoni Pieter Octaviandy, Pieter Poppy Amalia, Poppy Prasetia, Haris Robet Robet Rohimah Rohimah Sar'i, Muhammad Sarinah, Dian Sarwani Sarwani, Sarwani Sinta, Sinta Sirajuddin Sirajuddin Siti Sanisah Sri Rejeki Sudrajat Martadita Supriadi Supriadi Supriyadi Supriyadi Suriadin, Heppy Syahputra, Romi Syahrir Syahrir Sylvia Rusadi Tahmid Sabri Tanza, Evelyn Tarmizi, Muhammad Alfin Terang kita Perangin Angin, Johanes Watoni, Aria Ahmad Wellem H. Muskita Widya Rizky Pratiwi, Widya Rizky Wijaya, Robby Wilson Wilson Wiwik Handayani Yusnaini Yusnaini Yusuf, Dedi Zulkarnain, Lalu Muhammad Iskandar