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Journal : Prosiding SNAST

KLASIFIKASI KUALITAS MADU LEBAH MENGGUNAKAN SISTEM SPEKTROFOTOMETER DAN MACHINE LEARNING BERBASIS SINGLE BOARD COMPUTER Sagita Rochman; M Nushron Ali Mukhtar
PROSIDING SNAST Prosiding SNAST 2018
Publisher : IST AKPRIND Yogyakarta

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Abstract

Honey is a natural sweet substance produced by bees with nectar flower ingredients containing various nutrients such as carbohydrates, proteins, amino acids, vitamins, minerals, plant pigments and aromatic components. Honey consists of water (17%), fructose (38.2%), glucose (31.3%), other disaccharides (5%), melezitose (<0.1%), erlose (0.8%) , other oligasakarida (3.6%), minerals (0.2%), amino acids (0.3%). It also contains anti-microbial substances, which can prevent some disease on human. Because it has a high economic value and contains unique substances, honey is often falsified. Honey can be faked in various ways by mixing natural artificial sweetener components or by giving the sugar (sucrose) into the honey, so it is dangerous if given to infants or people suffering from diabetes mellitus. The design of this research used spectrofotometer methode and pattern recognition algorithm (machine learning) system for classifying honey quality. It is based on honey having a chromophore group responsible for absorbance, electronic transition and color giver. We can also knowing the type of honey by using pattern recognition algorithm support vector machine.In this research is used three types of honey to using a spectrophotometer at a wavelength of 500 nm, the absorbance obtained in randu honey type of 0.523-0.654, coffee honey for 0.735-0.824, and rubber honey by 0.947-1.043.
Co-Authors Abdurrasyid, Hakeem agung setiawan Agung Setiawan Alarsy, Alarsy Am. Mufarich Am. Mufarich Amalia, Sri Hidayati Andarwulan, Setiana Andi Mayo Hermawan Arif Rahman Nugroho Aristha Purwanthari Sawitri Aristha Purwanthari sawitri Aristha Purwanthari Sawitri Ayu Dwi Candra Kartika Dhany Ar-Royyan Djoko Adi Walujo Djoko Adi Walujo Edi Nasrulloh Erik Januar Pratama Fatmawati Fatmawati Framono, Indra Dwi Habrila, Nizar Hardani, Prisma Trida Intan Ayu Kusuma Pramushinta Iqbal Trio Pambud irianto, apri Jati Abdhi Wasesa, Andarmadi lasiyono, untung Latif, Nashrudin Luthfi Hidayat M Apri Irianto M. Asy’aril Muhajir M. Nushron, Miftakul Yanatra Majid, Dian Maulidia, Wahyu Indah Maulidiyah, Zahro Al Moch. Shofwan Mochamad Andi Akrianto Mufarich, Am. Mufidah, Rofikatul Muhajir, M. Asy’aril Muhammad Nabil Reza Respati Mukti, Asri Wido Mukti, Ria Andriani Nadya Ambarwati Nafiuddin, Muhammad Rizky Nuryanto, Muhammad Nizar Permata Sari, Dinda Pramana, Yanatra Budi Prasetiyo, Bagus Prasmita Dian Wijayati Purbosari, Ira Purwanthari Sawitri, Aristha Putra, Yunnanta Adi Rahayu, Asti Ramadhan, Adhitya Firmansyah Ratnawati, Rhenny Respati, Muhammad Nabil Reza Ridho Khabibul Malik Rusdiyantoro Rusdiyantoro, Rusdiyantoro Sagita Rochman Sari, Dewi Perwito Sinulingga, Amanda Safithri TATANG SOPANDI Titik Koesdijati Tjahjani, Ida Kusnawati untung lasiyono Walujo, Djoko Adi Widiar Onny Kurniawan Yafi, M Ali Yitno Utomo Yunia Dwie Nurchayanie Yunnanta Adi Putra Zakaria, Muhammad Zulvan