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All Journal Nuansa Informatika Jurnal Khatulistiwa Informatika IMTechno: Journal of Industrial Management and Technology Jurnal Abdimas Komunikasi dan Bahasa Ladang Artikel Ilmu Komputer
Numan Musyaffa
Universitas Nusa Mandiri
Computer Science & IT Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Social Sciences

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MARKET BASKET ANALISYS DATA MINING TERHADAP DATA PENJUALAN MENGGUNAKAN ALGORITMA FREQUENT PATTERN GROWTH (FP GROWTH) Numan Musyaffa; Arfhan Prasetyo; Ricki Sastra
Jurnal Khatulistiwa Informatika Vol 9, No 2 (2021): Periode Desember 2021
Publisher : Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/jki.v9i2.11133

Abstract

Indonesia adalah salah satu negara yang kaya akan kuliner tradisional, salah satunya jajanan pasar, Jajanan tradisional atau lebih dikenal dengan nama jajanan pasar merupakan salah satu jajanan yang tergolong menyehatkan, Popularitas jajanan pasar sepertinya tak akan lekang oleh waktu, meskipun banyak roti, cake, maupun makanan modern, terkait Mewabahnya Covid-19 mengakibatkan lumpuhnya perekonomian bangsa ini. Salah satu sektor usaha yang sangat merasakan dampaknya adalah usaha bidang kuliner. Seperti yang dialami pengusaha kuliner di Kota Mataram, yang mengalami penurunan omzet drastis, Jajanan pasar biasanya dimakan atau dibuat pelengkap pada acara-acara besar melalui pemesanan ataupun penjualan, pada penelitian terdahulu penulis membuat penelitian yang membahas tentang pola prilaku konsumen melalui data transaksi penjualan kudapan yang telah terjadi sebelumnya dengan melihat jajanan pasar  jenis mana saja yang laris, namun algoritma apriori yang  masih mempunyai kekurangan jika data nya lebih oleh karena itu  pada penelitian kali ini, akan dilakukan penelitian lebih lanjut mengenai market basket analysis menggunakan algoritma Frequent Pattern growth (FP Growth) yang dimana banyak digunakan untuk menganalisa suatu data mining adalah asosiasi rule, strategi penjualan atau pemasaran yang efektif dengan memanfaatkan data transaksi penjualan yang telah tersedia untuk menempatkan produk yang sering dibeli dan membeli produk tertentu, merancang penjualan paket produk, dan sebagainya.
RANCANG BANGUN APLIKASI ADMINISTRASI PELAYANAN KEPENDUDUKAN PADA PEMERINTAH DESA GUNUNG SARI KABUPATEN BOGOR Ricki Sastra; Numan musyaffa; Arfhan Prasetyo
NUANSA INFORMATIKA Vol 17, No 1 (2023)
Publisher : FKOM UNIKU

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25134/fkom uniku.v17i1.7127

Abstract

Population information is the most important factor that concerns village government. The development of a village, of course, will be accompanied by an increasing population of residents living in the village, and as the number of residents increases, it will cause difficulty in the process of collecting population data, accessing information, and also making letters needed by residents. Gunung Sari Village in its population administration services requires a system in the form of a website to make it easier for the community to take care of various population files and access information about the village.The information system for population service administration in Gunung Sari Village which until now has not been computerized. The existing system in Gunung Sari Village is still done manually, starting from residents who have to come directly to the village office to take care of their needs and sometimes residents have to go back and forth if the files do not meet the predetermined requirements to take care of their various population files, as well as the dissemination and storage of various data or information still using paper, thus allowing the risk of damage to loss of population data.  The design of this information system is the best solution to solve the problems that exist in this agency, and with a computerized system, an effective and efficient activity can be achieved in supporting activities in this government agency. Keywords: Information System Design, Mail creation system
Implementasi Penerapan Aplikasi E-Raport Menggunakan Metode RAD Pada SDN Rawa Badak Utara Ricki Sastra; Mery Arjohan; Dicky Hariyanto; Arfhan Prasetyo; Numan Musyaffa
IMTechno: Journal of Industrial Management and Technology Vol. 4 No. 1 (2023): Januari 2023
Publisher : LPPM Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/imtechno.v4i1.1711

Abstract

 SDN Rawa Badak Utara 03 is one of the educational institutions under the guidance of the government and in 2019 SDN RBU 03 implemented the E-report application in accordance with the provisions called for by the government in rule number 23 of 2016 concerning educational assessment standards. However, in the implementation of the E-report application, there are several shortcomings that teachers complain about, such as the teacher being required to first record student grades in a blank format that is downloaded from the E-report and then enter the student's grades through the excel application and re-upload it so that this is make data collection time so quite time consuming. Based on these complaints, the authors would like to propose a solution to develop the development version of the E-report application to make it easier and more effective in managing student grade data. In the stage of developing the E-report version 2 application (the author's version) the author uses the RAD (Rappid Application Development) method because the method used in the development of additional software has a relatively short development cycle. RAD has 3 stages that are structured and interdependent at each stage, while the stages are as follows: (1) Planning requirements consisting of system requirements analysis, (2) RAD design workshop which is a stage where the design involves users, (3) Implementation which is the stage of the system that has been agreed upon, built and refined and then tested. With the E-report the author's version it makes teachers save more time by only entering grades once into the E-report application without having to download a blank format to input grades and make it easier for teachers to see the grades of students who do not reach the KKM or who do not. achieved.
Implementasi Data Mining Untuk Analisa Data Penjualan Cat Menggunakan Algoritma Apriori dan Fp Growth (Studi Kasus PT.Sumbermas Unggul Nastari) Widi Setiana; Della Andina; Nabhilah Deviani; Numan Musyaffa
Jurnal Larik: Ladang Artikel Ilmu Komputer Vol 1 No 2 (2021): Desember 2021
Publisher : LPPM Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (236.131 KB) | DOI: 10.31294/larik.v1i2.674

Abstract

PT.Sumbermas Unggul Nastari provides paint products with a variety of brands. Every day there is a sale of goods transactions that result in a lot of sales transaction data that accumulates. Researchers are interested in implementing and then comparing two association rule algorithms, namely a priori algorithm and FP-Growth to provide minimum support information that best suits the need to produce the highest frequent itemsets. The results obtained are, JAC with 66% support, JB with 66% support, and results that meet the minimum 70% confidence requirements such as If you buy JAC you will buy JB with 80% confidence, If you buy JB you will buy JAC with 100% confidence.
Pemanfaatan Canva Untuk Copywriting Bagi Ikatan Remaja Rw 07 Margonda Syarif Hidayatulloh; Andry Maulana; Numan Musyaffa; Firmansyah
Jurnal Abdimas Komunikasi dan Bahasa Vol. 3 No. 1 (2023): Juni 2023
Publisher : LPPM Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/abdikom.v3i1.1981

Abstract

Untuk menunjang kegiatan berwirausaha yang baik bagi masyarakat di zaman sekarang ini . dibutuhkan berbagai macam terknik penjualan (marketing). Pemasaran yang dahulu dikerjakan secara offline dengan membuka kios, lapak dan sewa toko di swalayan. Kini para wirausaha khususnya anak muda saat ini dapat mamanfaatkan internet untuk penjualannya. Hal ini sangat menghemat dari sisi penyewaan tempat. Tetapi untuk menarik pembeli dari internet dibutuhkan deskripsi produk yang menarik. Hal ini menjadi kesulitan sendiri bagi para pelaku wirausaha karena persaingan harga disetiap market place. Dengan adanya permasalahan tersebut maka terbentuknya sebuah komunitas yang bernama Ikrar 07 sebagai wadah kepada masyarakat pada umumnya yang bersedia mengikuti pelatihan copywriting. Copywriting menjadi salah satu solusi dari sekian banyak metode digital marketing. Pelatihan ini ditujukan kepada pengurus Ikrar 07 agar dapat menjadi bekal bagi pengurus agar para pengurus memiliki kemampuan lebih bervariasi yang nantinya dapa dijadikan sebagai bekal berwirausaha. Kebermanfaatan kegiatan ini dapat dilihat pada hasil angket oleh peserta kegiatan dengan hasil 46% setuju dan 54% sangat setuju.
Co-Authors Andry Maulana Arfhan Prasetyo Arfhan Prasetyo Della Andina Dicky Hariyanto Firmansyah Mery Arjohan Nabhilah Deviani Ricki Sastra Syarif Hidayatulloh Widi Setiana