Garuda - Garba Rujukan Digital

Penerapan Algoritma Apriori Dalam Membangun Aplikasi Untuk Menentukan Pola Produksi Roti : Penerapan Algoritma Apriori Dalam Membangun Aplikasi Untuk Menentukan Pola Produksi Roti Siswanto, Didik; Zamzami, Zamzami; Nijal, Lasri
Jurnal Pustaka AI (Pusat Akses Kajian Teknologi Artificial Intelligence) Vol 2 No 2 (2022): Pustaka AI (Pusat Akses Kajian Teknologi Artificial Intelligence)
Publisher : Pustaka Galeri Mandiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55382/jurnalpustakaai.v2i2.290

Produksi roti outlet rotte bakery dilakukan di pabrik rotte bakery. kegiatan produksi terus dilakukan setiap hari untuk memenuhi kebutuhan roti di seluruh outlet rotte bakery di kota pekanbaru. Pabrik produksi rotte bakery mampu memproduksi hingga 30.894 roti. namun saat ini belum ada upaya untuk memanfaatkan data yang tersedia untuk mendapatkan informasi tentang roti yang harus diutamakan produksi nya. Hal ini membuat pihak pabrik produksi rotte bakery sulit untuk menentukan produk yang harus diutamakan produksinya. dengan ada nya permasalahan ini penelitian ini bertujuan untuk membuat sebuah sistem berbasis website untuk mencari pola pada data produksi yang dapat dijadikan strategi pemasaran. dalam penelitian ini, peneliti menggunakan algoritma apriori untuk menganalisa data yang besar menjadi sebuah informasi dari data penjualan produk di pabrik produksi roti Rotte bakery dengan teknik Association Rule dan model waterfall.

PERSEPSI MAHASISWA FAKULTAS ILMU KOMPUTER DAN FAKULTAS TEKNIK UNILAK TERHADAP AL QUR’AN DIGITAL DALAM PENINGKATAN KEMAMPUAN BACAAN AL QUR’AN DAN ILMU AGAMA Nijal, Lasri; Zamzami, Zamzami; Siswanto, Didik; Wiza, Fana
ZONAsi: Jurnal Sistem Informasi Vol. 6 No. 3 (2024): Publikasi artikel ZONAsi: Jurnal Sistem Informasi Periode September 2024
Publisher : Universitas Lancang Kuning

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31849/zn.v6i3.15780

Aplikasi Al Qur’an Digital sangat mudah ditemukan pada zaman keterbaharuan dan serba canggih ini. Masing-masing aplikasi memiliki kelebihan dan keunggalan dapat mempermudah penggunanya dalam membaca dan belajar segala yang berkaitan dengan Al Qur’an. Mahasiswa Unilak khususnya yang belajar di Fakultas Teknik dan Fakultas Ilmu Komputer merupakan mahasiswa yang paling akrab dengan berbagai aplikasi digital. Untuk itu pemanfaatan mereka terhadap Aplikasi Al Qur’an Digital dianggap mewakili pemanfaatan mahasiswa dari fakultas lainnya di lingkungan Universitas Lancang Kuning Riau. Setelah dilakukan penelitian dengan menyebarkan kuesioner via google form kepada mahasiswa dari dua fakultas ini maka dapatlah disimpulkan bahwa “Mahasiswa Unilak sangat menyukai Aplikasi Al Qur’an Digital dan mereka banyak memanfaatkan Aplikasi Al Qur’an Digital untuk kepentingan membaca Al Qur’an dan terjemahannya serta mendapatkan informasi ilmu-ilmu Agama Islam yang dibutuhkan.

Penerapan Metode TOPSIS Pada Sistem Pendukung Keputusan Untuk Menentukan Harga Jual Buah Mangga yang Berkualitas Siswanto, Didik; Nijal, Lasri; Putra, Pandu Pratama
J-SAKTI (Jurnal Sains Komputer dan Informatika) Vol 5, No 1 (2021): EDISI MARET
Publisher : STIKOM Tunas Bangsa Pematangsiantar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30645/j-sakti.v5i1.335

Decision Support System (Decision Support System) is designed to produce a variety of alternatives offered to decision-makers, because most of the decision-making process that shapes the selection of alternatives to be selected, a particular mechanism, with the hope of producing a good decision. The method used for the selection of decision is Teqnique for Order Preferences by Similarity to Ideal Solution (TOPSIS) that can help find the optimum solutions or alternatives to a problem. This method can help decision makers in the situation where there are many alternative decisions with multiple criteria, to choose quality seeds of mango.

The Role of Multimedia in Religious Learning for Students with Disabilities in The Inclusive System (Case Study: Lancang Kuning University) Nijal, Lasri; Zamzami, Z; Siswanto, Didik; Febriadi, Bayu
IJISTECH (International Journal of Information System and Technology) Vol 8, No 4 (2024): The December edition
Publisher : Sekolah Tinggi Ilmu Komputer (STIKOM) Tunas Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30645/ijistech.v8i4.364

Lancang Kuning University (Unilak) has committed to the success of the disability-friendly Inclusive Indonesia movement program, by providing opportunities for students with disabilities to study at Lancang Kuning University. Delivering Islamic religious lecture material in inclusion classes requires special attention. So by using qualitative research methods, based on direct observation in the classroom and through journals, guide books and expert information, the use of multimedia is very necessary for inclusive classes. Among the media used for learning Islamic Religious Education are; Two-Dimensional Learning Media such as; powerpoint or slide, whiteboard, module book, three-dimensional learning media such as; Equipment for holding corpses and practicing prayer movements, learning media in the form of applications such as applications that can convert sound into writing. Apart from appropriate learning media and various religion lecturers, they also need to master this multimedia and also need to learn to use sign language for the deaf. For supporting facilities, Unilak has provided all sufficient facilities so that inclusion classes at Unilak run well.

Penerapan Metode TOPSIS Pada Sistem Pendukung Keputusan Untuk Menentukan Harga Jual Buah Mangga yang Berkualitas Siswanto, Didik; Nijal, Lasri; Putra, Pandu Pratama
J-SAKTI (Jurnal Sains Komputer dan Informatika) Vol 5, No 1 (2021): EDISI MARET
Publisher : STIKOM Tunas Bangsa Pematangsiantar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30645/j-sakti.v5i1.335

Decision Support System (Decision Support System) is designed to produce a variety of alternatives offered to decision-makers, because most of the decision-making process that shapes the selection of alternatives to be selected, a particular mechanism, with the hope of producing a good decision. The method used for the selection of decision is Teqnique for Order Preferences by Similarity to Ideal Solution (TOPSIS) that can help find the optimum solutions or alternatives to a problem. This method can help decision makers in the situation where there are many alternative decisions with multiple criteria, to choose quality seeds of mango.

The Role of Multimedia in Religious Learning for Students with Disabilities in The Inclusive System (Case Study: Lancang Kuning University) Nijal, Lasri; Zamzami, Z; Siswanto, Didik; Febriadi, Bayu
IJISTECH (International Journal of Information System and Technology) Vol 8, No 4 (2024): The December edition
Publisher : Sekolah Tinggi Ilmu Komputer (STIKOM) Tunas Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30645/ijistech.v8i4.364

Lancang Kuning University (Unilak) has committed to the success of the disability-friendly Inclusive Indonesia movement program, by providing opportunities for students with disabilities to study at Lancang Kuning University. Delivering Islamic religious lecture material in inclusion classes requires special attention. So by using qualitative research methods, based on direct observation in the classroom and through journals, guide books and expert information, the use of multimedia is very necessary for inclusive classes. Among the media used for learning Islamic Religious Education are; Two-Dimensional Learning Media such as; powerpoint or slide, whiteboard, module book, three-dimensional learning media such as; Equipment for holding corpses and practicing prayer movements, learning media in the form of applications such as applications that can convert sound into writing. Apart from appropriate learning media and various religion lecturers, they also need to master this multimedia and also need to learn to use sign language for the deaf. For supporting facilities, Unilak has provided all sufficient facilities so that inclusion classes at Unilak run well.

Integration of Islamic Values in the Traditional Wedding Customs of the Malay Community in Pekanbaru Juswandi, Juswandi; Hermansyah, Hermansyah; Nijal, Lasri; Bin Mohd Said, Bambang Suhartono
Sosial Budaya Vol 20, No 1 (2023): Juni 2023
Publisher : Lembaga penelitian dan pengabdian kepada Masyarakat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24014/sb.v20i1.22789

This research aims to analyze the Islamic elements present in the traditional wedding customs of the Malay community in Riau. The study adopts a phenomenological case study method to investigate this cultural phenomenon. The findings reveal a strong integration of Malay customs and Islamic values within the Riau Malay culture. The preference for the term "nikah-kawin" among the Riau Malay community reflects the significance of both cultural traditions and religious values in their marriage institution. Furthermore, Islamic values such as respect for parents, prayer, and gratitude are also integrated into various Riau Malay customary ceremonies. Within this context, the research demonstrates how the Riau Malay culture exemplifies the harmonious fusion of religion and tradition, contributing to the formation of a strong identity and enriching positive values within the local community. To preserve and enhance the cultural heritage rooted in Islamic values, it is crucial to enhance the understanding and awareness of the importance of preserving the Riau Malay cultural heritage. Further comprehensive and inclusive research is warranted to deepen the understanding of this phenomenon.

APRIORI ALGORITMA DALAM MENENTUKAN POLA PRODUKSI DENGAN PENERAPAN COUPLING DAN COHESION Siswanto, Didik; Nijal, Lasri; Febriadi, Bayu; Zamzami, Zamzami; Agusviyanda, Agusviyanda
JOURNAL OF SCIENCE AND SOCIAL RESEARCH Vol 8, No 3 (2025): August 2025
Publisher : Smart Education

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54314/jssr.v8i3.4002

Abstract: Efficient production planning is key to increasing the profitability of manufacturing companies. One of the biggest challenges is understanding the relationships between products that are frequently produced together. This study proposes the application of the Apriori Algorithm to discover association patterns (association rules) from historical production data. The primary goal is to identify the most frequently co-occurring product itemsets, thereby aiding production schedule planning, inventory management, and bundling strategies. Uniquely, this study also introduces the application of software engineering concepts, namely Coupling and Cohesion, as metrics to evaluate the quality and strength of the association patterns discovered. Coupling is used to measure the strength of the dependencies between items in a pattern, while Cohesion is used to measure the close relationship of items within an itemset. Using hypothetical production transaction data, the algorithm successfully identified association rules with significant support, confidence, and lift values. The analysis using Coupling and Cohesion provides a new perspective in validating the business relevance of the formed rules, demonstrating that patterns with high coupling and high cohesion are the most stable and reliable production patterns. Keywords: Apriori Algorithm, Data Mining, Production Pattern, Association Rules, Coupling, Cohesion, Production Planning. Abstrak: Perencanaan produksi yang efisien merupakan kunci utama dalam meningkatkan profitabilitas perusahaan manufaktur. Salah satu tantangan terbesar adalah memahami hubungan antar produk yang sering diproduksi bersamaan. Penelitian ini mengusulkan penerapan Algoritma Apriori untuk menemukan pola asosiasi (association rules) dari data historis produksi. Tujuan utamanya adalah untuk mengidentifikasi itemset produk yang paling sering muncul bersamaan, sehingga dapat membantu dalam perencanaan jadwal produksi, manajemen inventaris, dan strategi bundling. Uniknya, penelitian ini juga memperkenalkan penerapan konsep rekayasa perangkat lunak, yaitu Coupling (keterkaitan) dan Cohesion (kepaduan), sebagai metrik untuk mengevaluasi kualitas dan kekuatan pola asosiasi yang ditemukan. Coupling digunakan untuk mengukur seberapa kuat ketergantungan antar item dalam suatu pola, sedangkan Cohesion digunakan untuk mengukur seberapa erat hubungan item di dalam sebuah itemset. Dengan menggunakan data transaksi produksi hipotetis, algoritma berhasil mengidentifikasi aturan asosiasi dengan nilai support, confidence, dan lift yang signifikan. Analisis menggunakan Coupling dan Cohesion memberikan perspektif baru dalam memvalidasi relevansi bisnis dari aturan yang terbentuk, menunjukkan bahwa pola dengan high coupling dan high cohesion adalah pola produksi yang paling stabil dan dapat diandalkan. Kata kunci: Algoritma Apriori, Data Mining, Pola Produksi, Aturan Asosiasi, Coupling, Cohesion, Perencanaan Produksi.

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