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All Journal Jurnal Edik Informatika : Penelitian Bidang Komputer Sains dan Pendidikan Informatika Digital Zone: Jurnal Teknologi Informasi dan Komunikasi International Journal of Research in Vocational Studies (IJRVOCAS)
Andi Supriadi Chan, Andi Supriadi
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Aerospace Engineering Automotive Engineering Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Industrial & Manufacturing Engineering Materials Science & Nanotechnology Mechanical Engineering Social Sciences Other

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Penerapan Data Mining Untuk Potensi Promo Penjualan Tiket Menggunakan Basket Algoritma Chan, Andi Supriadi
Jurnal EDik Informatika Vol 4, No 1 (2017)
Publisher : STKIP PGRI Sumatera Barat

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (211.505 KB) | DOI: 10.22202/ei.2017.v4i1.2532

Abstract

keberhasilan dalam menjalankan bisnis tidak bergantung pada bagaimana cara menjalankan bisnis, akan tetapi pada bagaimana menjalankannya jika dibandingkan dengan lainnya. Kunci untuk membuat perbedaan terletak pada pemakaian data yang tersimpan Proses untuk menguraikan penemuan pengetahuan di dalam database seperti yang dilakukan untuk melihat keterkaitan penjualan antar item yang jika dapat dikelola dalam proses bisnis, akan memberikan nilai positif bagi peningkatan kinerja proses bisnis tersebut yang berujung pada peningkatan keuntungan dari bisnis tersebut Perusahaan - perusahaan yang bergerak pada bidang tour travel kota batam dalam mengembangkan usaha yang dimiliki sangat memerlukan pengolahan data dalam jumlah besar untuk melakukan promo penjualan tiket dan hotel.hal tersebut berkaitan dengan jumlah pengunjung kota batam yang sangat tinggi, perusahaan yang menjadi travel agen dapat mengembangkan bisnis ticketing dan voucer hotel dengan cara memberikan promo sehingga dapat menarik wisatawan untuk membeli secara langsung maupun online. Penerapan metode basket algoritma  pada teknik Data Mining  dengan menggunakan algoritma Apriori sangat efisien dan dapat mempercepat proses pembentukan kecenderungan pola kombinasi itemset hasil penjualan tiket pada PT.Bandar madani 165 untuk promosi penjualan, yaitu dengan support dan confidence tertinggi adalah Sriwijaya dan lion serta Batik dan Lion dengan nilai support 40% dan confidence 80 %. Dengan Penerapan data mining dengan menggunakan metode basket algoritma dengan apriori dapat sangat berguna dalam membantu perusahaan dalam memberikan promosi dalam penjualan tiket sehingga dapat meningkatkan pendapatan perusahaan serta keuntungan dari promosi yang diberikan kepada pelanggan
Cosmetic Product Review Sentiment Using K-Nearest Neighbor Nuraini; Putra, Pandu Pratama; Chan, Andi Supriadi
International Journal of Research in Vocational Studies (IJRVOCAS) Vol. 3 No. 4 (2024): IJRVOCAS - Special Issues - International Conference on Science, Technology and
Publisher : Yayasan Ghalih Pelopor Pendidikan (Ghalih Foundation)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53893/ijrvocas.v3i4.83

Abstract

Indonesia, with a population of about 250 million, is a promising market for cosmetics companies. Aiming for women as the main target group for consumers, most of the cosmetics industry has recently begun to innovate  products for men (Ministry of Industry, Republic of Indonesia, 2013). According to  the  Indonesian Cosmetics Companies Association (Perkosmi) of the Ministry of Industry of the Republic of Indonesia,  sales of imported cosmetics reached IDR 2.44 trillion in 2012, an increase of 30% compared to IDR 1.87 trillion in 2011. In 2013, sales of imported cosmetics are expected to increase by another 30% to Rs 3.17 trillion. One of the most popular cosmetics is the MS Glow brand. MS Glow is an acronym for Magic For Skin,  the brand's motto, which reflects Indonesia's most brilliant products. The data is  from WebFemaleDaily, where users review Indonesian MS Glow cosmetics. The results of the analysis are intended to determine the positive and negative reactions of users of MS Glow cosmetics. The classification process uses the K-nearest neighbor (K-NN) algorithm. The accuracy value of K-NN with k = 1 is obtained from the result of 63.64% confusion matrix test.
Implementation of IoT-Based Smart Tourism Destination Tools as Tourism Leisure 5.0 Chan, Andi Supriadi; Destiadi, Rezha; Hasibuan, Annalisa Sonaria; Aranski, Alvendo Wahyu; Ardiansyah, Luky
International Journal of Research in Vocational Studies (IJRVOCAS) Vol. 3 No. 4 (2024): IJRVOCAS - Special Issues - International Conference on Science, Technology and
Publisher : Yayasan Ghalih Pelopor Pendidikan (Ghalih Foundation)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53893/ijrvocas.v3i4.105

Abstract

Due to its ability to create commercial opportunities that local communities can manage, tourism is a well-known industry with significant development potential. Information technology has had significant advancements in its application within the tourism industry, and its implementation is now commencing in Indonesia. The use of IoT technology in the tourism industry necessitates a series of sequential stages, culminating in the establishment of a comprehensive information platform that facilitates the monitoring and administration of tourism activities. Utilizing IoT technology to construct a tourist platform helps expedite the process of integrating information and infrastructure while effectively leveraging smart technology in the tourism sector. The research methodology employed is a hybrid approach. The data outputs are processed and evaluated using a strategy that caters to the interests of the community and parties involved in the collaborative development of smart tourism, both qualitatively and quantitatively. The analysis stage uses the theory of visual perception as a way to understand what the desired implementation of IoT-based smart tourism looks like. This is shown in the selection stage. Meanwhile, this investigation concluded with a technological readiness level of five. The research was conducted without any prior investigation that aligned with the themes, tools, and objects employed by the researchers, representing the current state of the art. Furthermore, the research team comprises specialists in the domain of information systems, including two members who possess expertise in information systems and languages. This ensures a comprehensive grasp of the tools utilized in model development, collaboration, and the potential for technological advancement. In addition to the desired outcome, this is an Internet of Things (IoT)-based intelligent tourism system that may be utilized as a tool in many tourist destinations across Indonesia.
Tourism Empowerment In Society 5.0 Era: Virtual Reality For Covid-19 Chan, Andi Supriadi; Faza, Sharfina
Digital Zone: Jurnal Teknologi Informasi dan Komunikasi Vol. 12 No. 2 (2021): Digital Zone: Jurnal Teknologi Informasi dan Komunikasi
Publisher : Publisher: Fakultas Ilmu Komputer, Institution: Universitas Lancang Kuning

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31849/digitalzone.v12i2.7585

Abstract

Medan is the third-largest city in Indonesia, so Medan has various kinds of relics used as tourist attractions. The COVID-19 pandemic has caused a fall in the number of tourist visits and the lack of promotional facilities for potential tourists who will visit. The important circumstances of the conditions that encourage the development of City Tourism Empowerment in the Era of Society 5.0 based on Virtual Reality as one of the researchers' efforts in developing new tourism concepts during a pandemic by using the research method used are the combination method. The survey was conducted by distributing questionnaires to determine the public's perception of VR technology for tourism, especially designing Virtual Reality 3600, using the 6-stage MDCL design model in building VR applications. It was determining the correct hotspot, switching interfaces, and display flow that made it easy. The application results were then tested as VR-based tourism content in Medan city tourism to get a response time value of <1 second and a UAT value of 94% from 20 users from 18-50 years of age.
Co-Authors Alvendo Wahyu Aranski Ardiansyah, Luky Destiadi, Rezha Faza, Sharfina Hasibuan, Annalisa Sonaria Nuraini Pandu Pratama Putra, Pandu Pratama