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All Journal IPTEK Journal of Proceedings Series Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer JFMR (Journal of Fisheries and Marine Research) INTENSIF: Jurnal Ilmiah Penelitian dan Penerapan Teknologi Sistem Informasi International Journal of Sustainable Competitiveness on Tourism
Niken Hendrakusma Wardani
Universitas Brawijaya
Agriculture, Biological Sciences & Forestry Humanities Biochemistry, Genetics & Molecular Biology Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Education Electrical & Electronics Engineering Engineering Environmental Science Social Sciences Other

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Evaluation of User Acceptance of Enterprise Resource Planning System at Material Resource Planning Division of PT. Xacti Indonesia Rahmadan, Fakhri; Mursityo, Yusi Tyroni; Wardani, Niken Hendrakusma
INTENSIF: Jurnal Ilmiah Penelitian dan Penerapan Teknologi Sistem Informasi Vol 5 No 1 (2021): February 2021
Publisher : Universitas Nusantara PGRI Kediri

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (796.35 KB) | DOI: 10.29407/intensif.v5i1.14590

Abstract

The purpose of this evaluation is to evaluate user acceptance of the Glovia ERP system, whichever embedded in PC to assist operator staffs to record material stocks. The research methodology used in this study is the UTAUT model adjusted for the research problem's conditions. The issue happens because the Staff feel more comfortable with the old procedure and think it has supported their performance well. The respondents, as the sample in this study, are the staff operator from the MRP division. Data analysis is done using Partial Least Squares—the result of the research state that the Performance Expectancy variable has a significant effect on the Behavioral Intention variable. On the contrary, the other variables do not significantly affect the Behavioral Intention variable. The behavioral Intention variable has an R square value of 0.352 percent, which states that four independent variables can explain 35.2% of the Behavioral Intention variable. From the test results, it is suggested that the MRP division of PT can use the recommendations. Xacti Indonesia, as a consideration that can be used to improve the system currently applied.
Perbandingan Metode Forecasting Arima, LSTM, Dan Prophet Dalam Prediksi Penjualan Produk Harijanto, Michael Christopher; Pinandito, Aryo; Wardani, Niken Hendrakusma
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 10 No 01 (2026): Januari 2026
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

Pengendalian persediaan di Toko Bumbu Pecel Istimewa memerlukan prediksi permintaan harian yang akurat karena pola penjualan dipengaruhi oleh faktor musiman, Ramadan, hari libur, dan pencilan penjualan. Penelitian ini membandingkan performa tiga metode peramalan yaitu ARIMA, LSTM, dan Prophet untuk menentukan model dengan tingkat akurasi terbaik dalam memprediksi penjualan harian. Penelitian ini menggunakan data penjualan dari 13 April 2022 hingga 26 September 2025 dengan evaluasi dilakukan pada berbagai rasio data latih dan uji guna menjaga reliabilitas hasil. Kinerja model diukur menggunakan MAE, RMSE, dan MASE. Validasi statistik dilakukan melalui uji normalitas Shapiro-Wilk yang menunjukkan bahwa sebagian besar distribusi error tidak berdistribusi normal, sehingga perbandingan kinerja model dianalisis menggunakan uji non-parametrik Wilcoxon Signed-Rank. Hasil analisis deskriptif dan inferensial menunjukkan bahwa Prophet secara konsisten menghasilkan nilai error terendah pada seluruh skenario pengujian. Prophet terbukti mampu menangkap pola musiman ganda, sehingga lebih stabil pada ukuran data latih yang terbatas, serta lebih tahan terhadap pencilan dibandingkan ARIMA dan LSTM. Hasil uji Wilcoxon mengonfirmasi adanya perbedaan kinerja yang signifikan antara Prophet dan dua model lainnya. Berdasarkan temuan tersebut, Prophet direkomendasikan sebagai model peramalan yang paling akurat dan layak diimplementasikan sebagai alat pendukung keputusan dalam pengelolaan persediaan bumbu pecel.
Co-Authors Abiddin, Ahmad Zainal Abrori, Arum Adam Hendra Brata Adhitya Rachmadi Aditya Rachmadi Aditya Rachmadi, Aditya Aditya Reza Firdaus Admaja Dwi Herlambang Adytria Fadli Pamungkas Ageng Rama Wijaya Agum Septian Gumelar Agus Dwi Sulistyono Ahmad Afif Supianto Ahmad Syaifulloh Imron Akbar, Asyam Fadhilah Almira Syawli Andi Reza Perdanakusuma, Andi Reza Andi Reza` Perdanakusuma Andik Isdianto Angga Wira Perdana Anggi Dewi Eka Pratiwi Annata Rahadiyan Annisa Rahmadina Apol Pribadi ari kusyanti Arib Rahman Sutrisna Arief Andy Soebroto Arif Ramadhan Aryo Pinandito Asha Akbar Permana Asyrofi, Moh. Yuslam Atiyyah Lia Hijriyati Azizunhakim, Mohammad Faudzan Bagus Kurniawan Bayu Andhika Sarwono Bayu Kusuma Bella Nemesias Prasetiyani Bhanio Gemilang Putakaz Buce Trias Hanggara Cherly Diansacharina Tri Wahyuningsuara Darmawan Subarkah, Rakha David Josua Hutahaean Denis Mafira Ramdhan Diah Destaningrum Dicky Wijanarko Dini Pratiwi Dini Rahmatika Adi Dwi Adi Widya Tama Edi Susilo Enrico Dimas Darmawan Esmeralda Y.A. Tambunan Evita Liana Sukma Fajar Akbar Hariansyah Fajar Pradana Fajar Ramadhan Haikal Fakhri Rahmadan Faqih Hidayatur Rahman Fathoni Alim Rosyidi Fauzan, Muhammad Fardan Fifi Syammariah Bawardi Fitri Dewi Lestari Ghaniyu Zulfata Ghufrani Kusuma Purnamasari Hajjatul Akbar, Muhammad Hanif Handhika Baskoro Dwi Hatmojo Hanifah Muslimah Az-Zahra Hanifah Muslimah Az-Zahra, Hanifah Muslimah Harijanto, Michael Christopher Herman Tolle Hilyah Nadhirah Irfan Arif Afandi Irfanda Mahardhika Hidayat Kusumawardhana Irsalina Khairina Ismiarta Aknuranda Komang Candra Brata Kurniasari, Reni Dyah Yuni Lutfi Fanani Maheno Sri Widodo, Maheno Sri Maria Yulianti Maulani Camaliah Maramida Meirina Fatima Moch. Baharrudin Moch. Maulana Alrizzaqi Mochamad Chandra Saputra Mochamad Chandra Saputra Mochammad Chandra Saputra Muh Indra Gunawan Muhammad Faishal Erwin Muhammad Rhamanda Fadilla Muhammad Yosa Alfiqie Nadia Humairo Nanang Yudi Setiawan Nanang Yudi Setiawan Nazva Abiya Nur Fatimah Pudji Purwanti Putri Wulandari Rahmad Zapriant Agiel Dzazuly Rahmadan, Fakhri Reinardus Dimas Bagus Kurniawan Rekyan Regasari Rekyan Regasari Mardi Putri, Rekyan Regasari Mardi Retno Indah Rokhmawati Rino Dwi Purnomo Riska Agustia Rizal Joko Hidayatullah Rizka Amalia Zeny Putri Rizki Widya Priyangga Rizky Kharisma Rony Adita Muslim Rosaldy, Althaf Taqy Rizky Roufi, Ahmad Washlur Royan Krisnanda Tiony Rozi Hendarta Rudianto Ryandra, Muhammad Santano, Mery Dwi Puspa Satrio Agung Wicaksono Satrio Hadi Wijoyo Seftiawan Samsu Rijal Seno Naufal Muhammad Sheila Maulidia Shinta Dewi Larasati Sonia Elisurya Supraptoa Supraptoa Supriatna Tamara Marihot Ratna Tambunan Tegar Yoga Prabawakusuma Tri Afirianto Tria Palupi Anggraini Troy Kornelius Daniel Vira Indriana Wahida Kartika Sari Welly Purnomo Weni Gusti Rahayu Widhy Hayuhardhika Nugraha Putra Yudi Setiawan, Nanang Yulie Fauzanah Yusi Tyroni Mursityo Yusi Tyroni Mursityo