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All Journal Berkala Ilmiah Pendidikan Biologi (BioEdu) Indonesian Journal of Applied Linguistics (IJAL) JURNAL ILMU MANAJEMEN DAN BISNIS BERITA BIOLOGI Jurnal Ilmiah Universitas Batanghari Jambi Equilibrium: Jurnal Ilmiah Ekonomi, Manajemen dan Akuntansi GIZI INDONESIA Pendas : Jurnah Ilmiah Pendidikan Dasar The Southeast Asian Journal of Midwifery JURNAL EKONOMI PENDIDIKAN DAN KEWIRAUSAHAAN GUIDENA: Jurnal Ilmu Pendidikan, Psikologi, Bimbingan dan Konseling Fair Value: Jurnal Ilmiah Akuntansi dan Keuangan ALGORITMA : JURNAL ILMU KOMPUTER DAN INFORMATIKA Gorontalo Accounting Journal Jurnal Pengabdian Magister Pendidikan IPA Jurnal Gemaedu Jurnal Ilmiah Akuntansi Manajemen Akademika : Jurnal Keagamaan dan Pendidikan Informatika E-Link: Jurnal Teknik Elektro dan Informatika HUKUM BISNIS TIN: TERAPAN INFORMATIKA NUSANTARA Nusantara Science and Technology Proceedings JiTEKH (Jurnal Ilmiah Teknologi Harapan) Jurnal Akuntansi dan Keuangan Kontemporer (JAKK) Jurnal UNITEK Jurnal SAINTIKOM (Jurnal Sains Manajemen Informatika dan Komputer) Jurnal Ilmu Komputer dan Sistem Komputer Terapan (JIKSTRA) EFL Education Journal Golden Ratio of Finance Management International Journal of Multidisciplinary Research and Literature (IJOMRAL) Formosa Journal of Multidisciplinary Research (FJMR) Jurnal Dehasen Untuk Negeri Journal of General Education and Humanities Jurnal Komputer Teknologi Informasi Sistem Komputer (JUKTISI) Jurnal Hasil Pengabdian Masyarakat (JURIBMAS) Prosiding University Research Colloquium Jurnal Karya Abdi Masyarakat Jurnal Ilmiah MEA (Manajemen, Ekonomi, dan Akuntansi) Jurnal Sosial dan Sains PERMANA : Jurnal Perpajakan, Manajemen, dan Akuntansi Eduvest - Journal of Universal Studies Journal Global Technology Computer Jurnal Ilmu Komputer dan Sistem Informasi La Zhulma jurnal ekonomi syariah Al-Kharaj: Jurnal Ekonomi, Keuangan & Bisnis Syariah Multidisciplinary Journals Jurnal Kecerdasan Buatan dan Teknologi Informasi Diversity Guidance and Counseling Journal Al-Bahtsu: Jurnal Penelitian dan Pendidikan Islam Al Fitrah: Journal Of Early Childhood Islamic Education Smart Humanity: Jurnal Pengabdian Masyarakat
Siti Sundari
Universitas Muhammadiyah Metro
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Journal : Jurnal Ilmu Komputer dan Sistem Komputer Terapan (JIKSTRA)

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Implementasi Association Rules dengan Algoritma FP - Growth Annisah, Yessi Fitri; Sundari, Siti
Jurnal Ilmu Komputer dan Sistem Komputer Terapan (JIKSTRA) Vol. 6 No. 1 (2024): Edisi April
Publisher : Universitas Harapan Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35447/jikstra.v6i1.1071

Abstract

This research aims to help Ayaa Fashion Store improve its sales strategy by understanding consumer shopping patterns. This research was conducted by utilizing the FP-Growth algorithm to analyze consumer purchasing patterns based on sales transaction data at the Ayaa Fashion Store which operates in the sales of women's clothing, mukenas and headscarves. The data collection method is carried out through daily sales transaction information, with a total of 365 transactions recording goods purchased by consumers. The use of the FP-Growth Algorithm allows identifying events that frequently occur in the dataset, producing association rules that describe consumer shopping patterns. The analysis was carried out by paying attention to the support and confidence values, and using the lift ratio to assess the strength of the association rules. Data processing was carried out using RapidMiner software. The research results include 12 association rules and 20 itemsets of goods that consumers frequently buy. The results of this research evaluation show that the FP-Growth algorithm is effective in analyzing sales transaction data, providing valuable guidance for designing sales strategies, and optimizing the supply of goods for Ayaa Fashion Stores.
Perancangan Aplikasi Media Pembelajaran Augmented Reality (AR) Pengenalan Struktur Lapisan Bumi berbasis Android Menggunakan Unity 3D Azzahra, Putri; Sundari, Siti; Khairunnisa, Khairunnisa
Jurnal Ilmu Komputer dan Sistem Komputer Terapan (JIKSTRA) Vol. 6 No. 2 (2024): Edisi Oktober
Publisher : Universitas Harapan Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35447/jikstra.v6i2.991

Abstract

Augmented Reality to create a new environment by combining the interactivity of real and virtual environments in real time so that users feel that the environment created is real. The model used in this research refers to the MDLC (Multimedia Development Life Cycle) type development model with 5 stages, namely Concept, Design, Material Collecting, Assembly, Testing and Distribution. The conventional learning process has been transformed into a digital form. One example is learning media, learning media is an effort designed in the learning process where material that is difficult to understand becomes easier to understand. To make it look more interesting, this learning media is made in the form of Augmented Reality. The results of this scientific work produce an application for learning about the structure of the earth's layers in the form of 3D Augmented Reality based on android, where when designing researchers use blender, unity 3D and vuforia applications.
Game Edukasi Jenis Bunga Berbasis Android Taqwa, Laksamana; Sarudin, Sarudin; Sundari, Siti
Jurnal Ilmu Komputer dan Sistem Komputer Terapan (JIKSTRA) Vol. 7 No. 1 (2025): Edisi April
Publisher : Universitas Harapan Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35447/jikstra.v7i1.1114

Abstract

Android-based educational games are increasingly evolving as interactive learning tools. This research aims to design and develop an educational game that introduces various types of roses. The game is developed using Unity and the C# programming language, following the MDLC (Multimedia Development Life Cycle) method, which includes planning, data collection, implementation, and testing stages. The main features of this game include introducing different rose species along with their Latin names and characteristics, as well as interactive games such as quizzes and puzzles to enhance user engagement. Testing was conducted using the black-box method to ensure the game's functionality. Evaluations based on questionnaires indicate that this game is highly effective in improving users' knowledge of rose species. The results of this study are expected to contribute to the development of more engaging and educational technology-based learning media.
Co-Authors Aan Erlyana Fardhani, Aan Erlyana Adib, Muhammad Al Ahmad Bashri Alin Lindayani Amelia, Siti Anggraeni, Meita Ayu Annisah, Yessi Fitri Annur Rofiq Areta Puspa Ariadi, Deni Ariantara, Yudi Arviani, Frezca Inghe Arya, Bambang Asih, Munjiat Setiani Atmawijaya, Rianto Aulia, Fauzah Ayu Ningrum, Sita azizah, Fitriyah nur Azzahra, Putri Dalimunthe , Raudah Zaimah Damayanti, Fera Destrinelli Destrinelli, Destrinelli Dewi, Arie Rafika Dian Anita Nuswantara Eka Wahjuningsih Eko Suryana Erisa, Arifah Diah Putri Faisal, Ilham Fitriani, Devy Julia Hadi, Moch. Rizky Oktavian Hairiyanto Hairiyanto, Hairiyanto Halawa, Mariana Hamim Ma’ruf Harahap, Febri Alfiani Putri Harahap, Musbar Fandi Hartono, Leydinda Lailingga Haryati, Tantina Hasibuan, Agung Bardansyah Hidayah, Astika Nurul Holifatur Rohman Hudori, Rizki Febri Hultaria, Ela I Putu Sukmaantara Imamyartha, David Indrawati Yuhertiana Irwan, Ade Isnalita Jusuf Wahyudi Khairuniza, Nabila Khairunnisa Khairunnisa Khairunnisa Khoirunnisa, Indah Kukuh Budi Ihtiari Lena Elfianty Liyyin, Sania Ma’ruf, Hamim Made Adi Andayani Mahyahya Hasfi Syah Makhnun, Intan Jauharul Marhaeni Bawana Puspitasari, Putri Dyah Marwan, Andi Maryaningsih, Maryaningsih Maulana Badar, Muhammad Rafli Mayadi, Muhamad Melani, Metta Muhammad Arif Efendi Musa, Fernanda Bagas Musli Ariani Nabila, Najwa Nisa Nadillah, Welia Neneng Tita Rosita, Neneng Tita Nisa, Saskia Hairun Pratama, Anantyo Jantera Pratama, Reza Yogi Adi Priendiansah, Yoga Putri Maharani Qardhafi, Rayan Rachmat Aulia, Rachmat Rahadhiyanti, Dyah Arum Rahayu, Septya Neng Rahmah Farhiyah Ramadhan, Muhammad Rezky Cahya Ramadhani, Tri Rizki Ramona, Syahwa Dwi Rangkuti, Fauzan Asyraf Redjeki, Suci Insani Revaldy, Azka Yulian Rida Perwita Sari Rifky Septian, Rachmat Rika Puspita Sari Risca Ferdiana Risdalina Rismayanti Rismayanti Rismayanti Rizki, Cindy Atika Rohmah, Mufidatur Run, Pharatt Sahani, Freti Samarina, Sisi Sandra, Cindi Saputri, Olifia Riski Sarudin, Sarudin Satrio Budi Wibowo Sesung, Rusdianto Sherli Sadila Sholihat, M. Nuur'aini Sitepu, Andre Pratama Siti Masrifatul Fitriyah Solly Aryza SRI RAHAYU Sukowati, Egi Mulia Asa Sultania, Tri Sumi Khairani, Sumi Supiyandi Supiyandi Sutrisna Sutrisna Syahputra, M Yogie Syahputri, Nenna Irsa Taqwa, Laksamana Wahyu Hidayat Wahyudi, Lalu Trisna Wibowo , Bangun Yoga Wicaksono, Rheza Ernowo Widi Hidayat Widiyani, Erni Wulandari, Alda Yessi Fitri Annisah Lubis Yuliani Yuliani Yulianti, Ayundha Kusuma Yuliawati, Ira Sukma Yuliawati, Lia Zakiyah Tasnim