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Journal : Jurnal Manajemen Informatika

Sistem Prediksi Jumlah Produksi Baju Menggunakan Weighted Moving Average Sri Nurhayati; Ahmad Syafiq
Jurnal Manajemen Informatika (JAMIKA) Vol 12 No 1 (2022): Jurnal Manajemen Informatika (JAMIKA)
Publisher : Program Studi Manajemen Informatika, Fakultas Teknik dan Ilmu Komputer, Universitas Komputer Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.34010/jamika.v12i1.6680

Abstract

Currently, technological advances for information processing are growing very rapidly. This information technology has been used in various fields in everyday life. By using this technology, it is hoped that the work will be faster and more efficient. Due to being able to manage information more quickly and efficiently, it is possible for every company in its work process to use this technology, one of which is the production process. The production process is the process of making or providing use value to an item. This process is one of the important processes because if there is a shortage or excess in the amount of production it will affect sales. Therefore, predictions are needed to estimate the number of products to be produced so that there is no shortage and excess production. In this study, a prediction system will be made where the data used is taken from the Ummajee Store which is a clothing store where the clothes sold are the results of their own production. The method used to determine the prediction of the amount of production using the Weighted Moving Average method, where this method has a different weighting technique for each given data. In this study to calculate the error in predicting the mean absolute percentage error (MAPE), while for the analysis of functional requirements the system uses the Unified Modeling Language (UML). The results of the research, the system has been running as needed and for the use of the method to get an error value of 21% so that the system with the Weighted Moving Average method can be used to predict the amount of production, as well as the system has been running in accordance with the analysis of functional requirements and the results of testing the user response system get the value of 92% which means that the system user states that the system can be used properly so that it can assist in making decisions to determine the amount of clothing production that will be produced in the next period.
Sistem Prediksi Kebutuhan Vitamin A Menggunakan Metode Fuzzy Mamdani Sri Nurhayati; Deden Supriadi; Tati Harihayati M
Jurnal Manajemen Informatika JAMIKA Vol 13 No 1 (2023): Jurnal Manajemen Informatika (JAMIKA)
Publisher : Program Studi Manajemen Informatika, Fakultas Teknik dan Ilmu Komputer, Universitas Komputer Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.34010/jamika.v13i1.8147

Abstract

The purpose of this study is to create a system that can predict the need for vitamin A in a certain period, and provide convenience to related parties to meet the needs of the vitamin. Vitamin A is the most essential nutrient, this is because food consumption is not sufficient and is still low so it must be met from the outside. In this study, the method used to predict the need for vitamin A is the fuzzy mamdani method with input variables namely stock and demand and output variables namely needs. The predictions made are based on past statistics and on the basis of the characteristics of past vitamin A consumption. To calculate the error in predicting using the mean absolute percentage error (MAPE). Analysis of system requirements built using an object approach with Unified Modeling Language (UML) tools. The results of the overall prediction obtained the highest average accuracy value of 97.93% with an average error value as small as 2.07% while the lowest average accuracy value was 92.57% with an average error value as small as 7.43%. Testing on the system obtained a 100% functional value that went well in accordance with the needs analysis that had been made, so that the system had provided predictive information on vitamin A needs for a certain period and provided convenience for related parties to fulfill these needs.
Co-Authors - Mariyam Abdul Ghafar Ismail Abdullah, Wasilah Afifullah, Afifullah Agnes Ikawati, Agnes Agus Munandar, Agus Agus Riwanto Agustini, Ferina Ahmad Falah Ahmad Syafiq Ainul Yaqin Aisyah Putri Solichah, Aisyah Putri Ajeng Diasputri, Ajeng Alamsyah, Dedy Ali Muhammad al-Asma’i Amalia, Ika Nur Amalia, Zahrina Ananta Aryabima Andi Agusniatih Andri Anggraeni, Neni Ani Rusilowati Anindita, Tiaranissa Anis Nabila, Anis Anita Rakhman, Anita Annisa, Fitri Antonius Tri Widodo Aprianti Putri Sujana Ardioga, Mochamad Arif Widiyatmoko, Arif Asep Dahliyana Asriningtyas, Okty Sekar Ayubbana, Sapti Azhar, Anang Anas AZMI, NAUFAL LINA Badawi, Habib Brilliant Asmit Cahyati, Era Setya Cepi Kurniawan Deden Supriadi Dedi Kustiawan Deny Ariestiandy Dewi Astrian, Dewi Dewi Widiaswati, Dewi Dewi, Nia Risa Dewi, Tri Kesuma Dheni Nur Haryadi, Dheni Nur Diah Andika Sari Dwi Nur Apriani, Dwi Nur Edy Cahyono Egi Nur Ilmi Eko Budi Susatyo Eko Budi Susatyo Elfrida Ratnawati Endang Susilaningsih Ersa Erfawan, Ersa Ersanghono Kusumo, Ersanghono Euis Eti Rohaeti F Widhi Mahatmanti Fajar Cahyadi Fajar F, Ibnu Fanny Firman Syah, Fanny Firman Fathorrozy, Fathorrozy Fazrin, Qubaila Ega Febilia Dhita Serfanda, Febilia Dhita Feni Melati Fenny Anggreni, Fenny Fenny Roshayanti Ferina Agustini Fiqiyah, Maskanatul Fitri, Nury Luthfiyatil Fitriana Fitriani, Feby Fivi Dessy Khodijah Fredy, Lim Fuad Fitriyanto, Fuad Gema Arief Wicaksana, Gema Arief Habibah, Ridha Hadi Soeroso Hafsah Hafsah Halimatus Sa'diyah hamzia marie Harjito - Harjono Harjono Harris, Allan Heni Listiana Henny Indrawati Herawati, Meilinda Hidayat Hidayat Hikmatun Nurul Khotim, Hikmatun Nurul Himatul Khoeroh I Gusti Agung Komang Diafari Djuni Hartawan Ika Juhriati Iman Al Fajri Immawati , Immawati Immawati, Immawati Ina Anggreani Inayati, Anik Indira Anggriani Irawati, Riana Irmayanti, Hani Ishaq, Usep Mohamad Isharyanto , Isnawati, Zakiyah Isnawati, Zakiyah Izzatillah, Pawwaz Najmi Jannah, Fefty Mifhidayatul Juhri, Muhammad Karimah, Yayu Kartinah Kartinah, Kartinah Khairul Muttaqin, Khairul khusnul khotimah Kusnadi, Tri Bayu Kutsiyyah Latiar, Hadira Lenny Nuraeni, Lenny Lisnawati, Tuti Loso Judijanto Lubis, Rani Lubis, Riani Luluk Mukaromah Lutfiana Khairoh, Lutfiana M Azisan Hakim Maemunah Maghfiroh, Muliatul Maharani, Rambu Maya Imung Mahmud Hilmia, Mahmud Mannan, Abd Maya Aufia Sabila Mohammad Soleh Nurzaman Muawiyah, Salwa Muhamad Taufiq Muhammad Fa'iz Annur Murbangun Nuswowati Muttaqin, M. Zenal Myrna Dwi Rahmatya Natasukma, Masya Marchelina Nikita Nikita, Nikita Nirvana Meidyta Noor Malikhah Muazizah, Noor Malikhah Nor Hasan Nur Aeni, Ani Nur Istiana Makarau Nurfahman, Azman Nurhikmatussolihah, Rahma Nurlia, Yayang Siti Pakarti, Asri Tri Parmin - Pelitawati, Eka Purnamasari, Cici Meyyesti Putri, Novianti Qathrun Nada, Zilfania Qubaila Fazrin Ega Soraya Rakasiswi, Giri Rangga Krisma Putra, Rangga Krisma Ratnasari Ratnasari Rita Sari Rizka Indriani Setyaningrum Rizqi, Akmalia Ma’rifathur Rohima Handayani, Rohima Rusmayati, Titin Sa'diyah, Halimatus Sani, Zulaikha Marta Saptorini Saptorini, Saptorini Sari HS, Senja Atika Sari, Andini Arum Saroyah Saroyah, Saroyah Satya, Juli Budi Sa’diyah, Halimatus Sa’i, Mad Selvy Musdalifah Setiawan, Devi Sylvia Shiamullaeli, Meina Shofiyanti Nur Zuama Sholihuddin, Moh. Sidi, Yudi Priambodo Purnama Sigit Priatmoko Silalahi, Rony Silitonga, Desi Silvino Violita, Evony Sindi Khumaeida Siswantoro, Dodik Siti Nurbayani Soedjono Sri Mantini Sedyawati, Sri Mantini Sri Supatmi Sri Sutiyani, Sri Sri Wahyuni SRI WARDANI SRIYANTI RAHMATUNNISA Subchan Subiyanto Hadisaputro, Subiyanto Subiyanto Hadisputro, Subiyanto Sudarmin - Sudarmin Sudarmin Sukarso, Rita Sumarni, Sri Susilogati Supardi Supardi Supartono - Susmini Indriani Lestariningati, Susmini Indriani Sutisna, Ipin Suwantoro Syahrul Syahrul Tati Harihayati Mardzuki taufikin, taufikin Tia Ernawati Tjahyo Subroto, Tjahyo Tri Ani Setiorini Tri Winarti Triono Dul Hakim Trisha Magdalena A. Jauvani Tuti Lisnawati Tyas Agung Pribadi, Tyas Agung Uswatun Hasanah Utami, Indhit Tri Veryliana Purnamasari Waha, Lucky Feliciano Warlan Sugiyo Watini , Sri Wibowo, Syavira Vinda Wicaksono, M Fajar Wicaksono, Moch Fajar Wicaksono, Mochamad Fajar Widiyastuti, Arie Wieke Tsanya Fariati Wijaya, Yusuf Rakha Winda Sulastri Wirduna, Wirduna Wisnu Sunarto Woro Sumarni Wuri Wardani, Wuri Yani Nura’eni Yeni Susanti Zakaria, Ridwan Hawafi Zamroni Zamroni Zilfania Qathrun Nada Zunaida Aisha, Zunaida