Optimization of Group Decision Support System in Updated Pranata Mangsa System Using Fuzzy Multi Criteria Decision Making (FMCDM) Method
Farmers have used a natural phenomenon as an indicator of planting pattern arrangement in the form of local knowledge of pranata mangsa, however, the accuracy level of traditional prediction is frequently biased nowadays, hence requiring a model to assist agriculture department, agricultural extension workers and farmers in decision making of an effective planting pattern determination. In order to respond this matter, Fuzzy Multi Criteria Decision Making (FMCDM) and triangular fuzzy number methods with 19 sub-districts in Boyolali as land alternatives, 3 climate criteria and 3 decision makers would be applied. The alternative commodities consist of rice, corn and soybeans.
The result shows that rice is compatible in Banyudono, Mojosongo, Ngemplak and Boyolali with value of 0.3; while corn is compatible in Sambi, Teras, Sawit and Banyudono with value of 0.55; and soybean is compatible in Teras, Sawit and Sambidengan with value of 0.36. The advantage of this study is as an innovation of soft computing technology in agriculture and used as a decision making proponent.
Keywords: fuzzy multi criteria decision making, gdss, planting pattern, pranatamangsa
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ABOUT THE AUTHORS
Sri Winarso Martyas Edi
Received is B.Sc. at Informatics Engineering from the Satya Wacana Christian University Salatiga Indonesia. Candidate master degree at Information System at Faculty of Information Technology from the Satya Wacana Christian University Salatiga Indonesia. He is currently a lecturer in the Informatics Engineering Department, Faculty of Information Technology, Satya Wacana Christian University Salatiga Indonesia. His current research interests include web engineering, GIS, simulation and modeling, multimedia and their applications.
Kristoko Dwi Hartomo
Received is B.Sc. at Informatics Engineering from the Duta Wacana Christian University Yogyakarta Indonesia. Received is Master degree at Computer Science at Faculty of Mathematics and Natural Sciences from the Gadjah Mada University Yogyakarta Indonesia.He is student Doctoral Program Computer Science at Faculty of Mathematics and Natural Sciences from the Gadjah Mada University Yogyakarta Indonesia. He is currently a lecturer in the Informatic Engineering Department, Faculty of Information Technology, Satya Wacana Christian University Salatiga Indonesia. His current research interests include spatial Modeling, GIS, database, data mining and their applications.
Sri Yulianto Joko Prasetyo
Yulianto Sri, Received is B.Sc. at Biology from the Duta Wacana Christian University Yogyakarta Indonesia in 1995. Received is Master degree at Computer Science at Faculty of Mathematics and Natural Sciences from the Gadjah Mada University Yogyakarta Indonesia in 2002.He is Doctoral at Program Computer Science at Faculty of Mathematics and Natural Sciences from the Gadjah Mada University Yogyakarta Indonesia. He is currently a lecturer in the Informatics Engineering Department, Faculty of Information Technology, Satya Wacana Christian University Salatiga Indonesia.His current research interests include spatial statistic, GIS, simulation and modeling, data mining and their applications.
Sri Winarso Martyas Edi
Received is B.Sc. at Informatics Engineering from the Satya Wacana Christian University Salatiga Indonesia. Candidate master degree at Information System at Faculty of Information Technology from the Satya Wacana Christian University Salatiga Indonesia. He is currently a lecturer in the Informatics Engineering Department, Faculty of Information Technology, Satya Wacana Christian University Salatiga Indonesia. His current research interests include web engineering, GIS, simulation and modeling, multimedia and their applications.
Kristoko Dwi Hartomo
Received is B.Sc. at Informatics Engineering from the Duta Wacana Christian University Yogyakarta Indonesia. Received is Master degree at Computer Science at Faculty of Mathematics and Natural Sciences from the Gadjah Mada University Yogyakarta Indonesia.He is student Doctoral Program Computer Science at Faculty of Mathematics and Natural Sciences from the Gadjah Mada University Yogyakarta Indonesia. He is currently a lecturer in the Informatic Engineering Department, Faculty of Information Technology, Satya Wacana Christian University Salatiga Indonesia. His current research interests include spatial Modeling, GIS, database, data mining and their applications.
Sri Yulianto Joko Prasetyo
Yulianto Sri, Received is B.Sc. at Biology from the Duta Wacana Christian University Yogyakarta Indonesia in 1995. Received is Master degree at Computer Science at Faculty of Mathematics and Natural Sciences from the Gadjah Mada University Yogyakarta Indonesia in 2002.He is Doctoral at Program Computer Science at Faculty of Mathematics and Natural Sciences from the Gadjah Mada University Yogyakarta Indonesia. He is currently a lecturer in the Informatics Engineering Department, Faculty of Information Technology, Satya Wacana Christian University Salatiga Indonesia.His current research interests include spatial statistic, GIS, simulation and modeling, data mining and their applications.
