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Peramalan Permintaan Darah Menggunakan Backpropagation Neural Network di UTD PMI Kabupaten Lombok Barat | Budiman, Djul Fikry; Sasongko, Sudi Mariyanto Al; Saefurrasyid , Yusril
JEITECH (JOURNAL OF ELECTRICAL ENGINEERING, INFORMATION TECHNOLOGY, CONTROL ENGINEERING, AND ROBOTIC) Vol. 3 No. 1 (2025): Edisi April 2025
Publisher : Depertment of Electrical Engineering University of Mataram

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Abstract

In recent years, it noted that the number of requests for blood from hospitals in West Lombok and Mataram exceeded the bloodstock in the PMI Blood Transfusion Unit (UTD) in West Lombok Regency. The blood requests need predicting so there is no shortage of bloodstock. The model of the Backpropagation artificial neural network method is used to estimate the number of short-term blood requests. Predictive performance is analyzed based on the accuracy value based on the Absolute Maximum Percent Error (MAPE). The use of backpropagation neural networks can help respond to emergencies faster and predict more accurately. Accuracy rate prediction results for some type of blood component are: Whole Blood Bank Blood Hospital (WB BDRS) of 22%, BDRS Packet Red Cell blood of 78%, Thrombocyte Concentrate BDRS blood of 84 %, Fresh Frozen Plasma BDRS blood of 80%, WB NON-BDRS blood of 18%, PRC NON-BDRS blood of 66%, TC NON-BDRS blood of 55%, and FFP NON-BDRS blood of 47%. Based on these results, the JST backpropagation method can be used to predict TC BDRS blood and FFP BDRS blood with a good category.
WORKSHOP PEMANFAATAN TANAMAN KOPI BERJENIS ROBUSTA MENJADI BUBUK KOPI ROBUSTA DAN TEH CASCARA SEBAGAI UPAYA MENGOPTIMALKAN PRODUKTIFITAS UMKM DESA BAYAN Sasongko, Sudi Mariyanto Al; Darmawan, Lalu Sukma; Nafisah, Mufrihatun; Noviana, Yulia; Misnawati, Misnawati; Wahyuni, Astriana; Cahyani, Armita Dwi; Agustira, Mislahul Ihsan; Sujiwo, Teguh Maulana; Zulkipli, Muhammad Zidane Athaya; Halimatussakdiah, Halimatussakdiah
Jurnal Wicara Vol 2 No 6 (2024): Jurnal Wicara Desa
Publisher : Universitas Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29303/wicara.v2i6.5627

Abstract

Bayan Village, located in Bayan District, North Lombok Regency, West Nusa Tenggara Province, has great potential in the agricultural and plantation sectors due to its strategic location at the foot of Mount Rinjani. The fertile soil in this village allows residents to grow various crops, including coffee. However, most residents only sell coffee in raw form without going through the processing process, so the added value of coffee products is not optimal. To overcome this, a workshop was held on processing robusta coffee into robusta coffee powder and cascara tea as an effort to optimize the productivity of MSMEs in Bayan Village. This workshop aims to increase the productivity of MSMEs by processing coffee into high-value products. In addition to increasing economic value, this workshop is also expected to reduce coffee skin waste in Bayan Village and provide additional sources of income for residents. Thus, Bayan Village can be an example of a village that has succeeded in optimally utilizing its natural potential, creating new jobs, increasing residents' income and contributing to sustainable village economic growth.
SOSIALISASI PENCEGAHAN PERKAWINAN ANAK SEBAGAI UPAYA MENINGKATKAN KESADARAN DAN PENGETAHUAN AKAN DAMPAK PERKAWINAN DIBAWAH UMUR DI YAYASAN PONDOK PESANTREN ASH SHAMADI NW TANAK MAIK Lilhamdi, M Riki; Nurrizka, Siti; Siska Yunita, Eliza; Wahyuni, Sri; Maryati Ningsih, Resthi; Utami, Sulastri; Ananda, Selly; Oktapian, Tomi; Arjuna Surya Dharma Putra, I Made; Zuldiansyah, Gusti; Al Sasongko, Sudi Mariyanto
Jurnal Wicara Vol 3 No 1 (2025): Jurnal Wicara Desa
Publisher : Universitas Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29303/wicara.v3i1.6731

Abstract

Child marriage is a serious issue that has a negative impact on children's health, education and welfare. The aim of this activity is to explore the prevention of child marriage at the Ash Shamadi NW Tanak Maik Islamic Boarding School Foundation as an effort to increase public awareness and knowledge regarding the impact of underage marriage. Through an outreach program involving students from the Ash Shamadi NW Tanak Maik Islamic Boarding School Foundation, it is hoped that it can increase understanding of the dangers and consequences of child marriage. This activity was carried out using a qualitative approach through interviews and observations. The results of the activity showed that the outreach was successful in increasing participants' awareness of the importance of postponing marriage and the need to protect children's rights. The method used in this socialization activity is by presenting material, interactive discussions, and counseling about the consequences of health, education, and children's rights. Socialization participants experienced increased knowledge regarding the dangers of child marriage, with most participants revealing that they previously did not understand the psychological and social impacts of marriage at an early age. This program was also successful in increasing participants' commitment to supporting the movement to prevent child marriage in Islamic boarding schools and the community. It is hoped that this outreach activity can be expanded to involve more parties, including families and the government, in order to create greater social change regarding the issue of child marriage.
Co-Authors A.B Muljono Abddullah Zainuddin Abdullah Zainuddin Abdullah Zainuddin Agung Budi Muljono Agung Budi Muljono Agung Budi Mulyono Agung Budi Mulyono Agustira, Mislahul Ihsan Alfandi, Ahmad Nova Ananda, Selly Ariessaputra, Suthami Arjuna Surya Dharma Putra, I Made Budi Darmawan Budi Darmawan Budi Darmawan Bulkis Kanata Bulkis Kanata Cahyani, Armita Dwi Darmawan, Lalu Sukma Djul Fikry Budiman, Djul Fikry Erina Nursholihatun Erni Dwi Jayanti Eva Susanti Fahroni Ardiansyah Ginarsa I Made Halimatussakdiah Halimatussakdiah Harjian, Muhammad Rivaldi I Gede Pasek Suta W I Made Ari Nrartha I Made Ginarsa I Made Ginarsa I.M Ari Nrartha I.M Ginarsa Ida Ayu Sri Adnyani Indra Sastra Januarman Maulana Putra Kurniawan Yuniarto Kurniawan Yuniarto L. A Syamsul Irfan Akbar Lalu Alfian Wahyudi Lilhamdi, M Riki Made Sutha Yadnya Maryati Ningsih, Resthi Misbahuddin, Misbahuddin Misnawati Misnawati Muhammad Afrizal G. Rasyda Muhammad Fajri Muvianto, Cahyo Mustiko Okta Nababan, Sabar Nafisah, Mufrihatun Natsir, Abdul Noviana, Yulia Nrartha I Made Nurrizka, Siti Oktapian, Tomi Paniran Paniran Putra, I Ketut Perdana Rasyda, Muhammad Afrizal G. S. Sultan Sabar Nababan Saefurrasyid , Yusril Seniari, Ni Made Siska Yunita, Eliza Sri Agustini Yumiati Sri Wahyuni Sujiwo, Teguh Maulana sultan Sultan . Sultan Sultan Sultan Sultan Sultan Sultan Sultan Sultan Syachrir Eka Putra1 Eka Putra Syafaruddin Ch Tohri, M. Tsaury, Shofian Utami, Sulastri Viviana Herlita Vidiasari Wahyuni, Astriana Widianty , Desi Yuliana Yuliana Fatmi Zuldiansyah, Gusti Zulkipli, Muhammad Zidane Athaya