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All Journal International Journal of Multilingual Education and Applied Linguistics Mars: Jurnal Teknik Mesin, Industri, Elektro dan Ilmu Komputer
Kanaya Sabila Azzahra
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Arts Computer Science & IT Education Languange, Linguistic, Communication & Media Public Health Social Sciences

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Identification of Traditional Herbal Leaves and Their Benefits Using K-Nearest Neighbors (KNN) Nur Rahma Ditta Zahra; Kanaya Sabila Azzahra; Nur Iman Nugraha; Muhammad Ilham Nurfajri; Nabil Malik Al Hapid; Endang Purnama Giri; Gema Parasti Mindara
International Journal of Multilingual Education and Applied Linguistics Vol. 1 No. 4 (2024): November : International Journal of Multilingual Education and Applied Linguist
Publisher : Asosiasi Periset Bahasa Sastra Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61132/ijmeal.v1i4.113

Abstract

Abstract. This study presents a web-based system for identifying traditional herbal leaves using K-Nearest Neighbors (KNN) and image processing techniques focused on analyzing leaf shape and color. The dataset used consists of images of various types of herbal leaves, providing a basis for classification and medicinal benefit information retrieval. The system was tested with multiple leaf samples to assess accuracy, speed, and effectiveness in identifying leaf types based on visual characteristics. Results show that the system can recognize different types of herbal leaves and display information on their medicinal properties in a user-friendly interface..
Perancangan Desain Website VoksEat dengan Menggunakan Metode Prototipe Wildan Holik; Kanaya Sabila Azzahra; Muhammad Ilham Nufajri; Wien Kuntari
Mars : Jurnal Teknik Mesin, Industri, Elektro Dan Ilmu Komputer Vol. 2 No. 6 (2024): Desember : Mars : Jurnal Teknik Mesin, Industri, Elektro Dan Ilmu Komputer
Publisher : Asosiasi Riset Teknik Elektro dan Informatika Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61132/mars.v2i6.551

Abstract

This study aims to design the VoksEat website as a food delivery service platform targeted at students of the IPB Vocational School. The methodology employed is the prototype method, allowing iterative design based on user needs. The research process began with identifying requirements through interviews and observations, followed by creating an initial prototype using design tools such as Figma and testing the prototype to gather user feedback. Object-oriented modeling with the Unified Modeling Language (UML) approach was utilized to ensure a well-organized system structure, including diagrams such as use case, activity, and class diagrams. The results indicate that the prototype method is effective in producing a functional website design that aligns with user needs. The VoksEat website features ordering guides, restaurant recommendations, and an integrated order form that provides users with easy access. This study contributes to developing a locally-based digital solution to meet student needs and enriches the literature on applying the prototype method in web-based information system development.
Co-Authors Endang Purnama Giri Gema Parasti Mindara Kuntari, Wien Muhammad Ilham Nufajri Muhammad Ilham Nurfajri Nabil Malik Al Hapid Nur Iman Nugraha Nur Rahma Ditta Zahra Wildan Holik