Garlic Land Suitability System based on Spatial Decision Tree

Sitanggang, Imas Sukaesih; Nurkholis, Andi; Annisa, Annisa; Agmalaro, Muhammad Asyhar

doi:10.5220/0009908002060210

Cited by 3 publications

(3 citation statements)

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“…Kemajuan teknologi dalam kehidupan manusia tidak dapat dipisahkan [1], terutama ketika berbicara tentang peran internet, yang sangat penting dalam teknologi [2]. Tidak terkecuali, terutama pada kecepatan internet, sangat mempengaruhi kemampuan agensi untuk membangun lebih banyak sistem layanan dengan melibatkan teknologi informasi dan [3] Pengguna internet di Indonesia pada tahun 2014 adalah 87 juta, yang kemudian meningkat menjadi 112 juta pengguna pada tahun 2017 [4].…”

Section: Pendahuluanunclassified

E-Health Berbasis Mobile Untuk Meningkatkan Layanan Klinik

Nurkholis

Saputra

2021

JTI

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E-health is a public service consisting of information and communication technology linked to all functional elements that serve the health sector as a knowledge base. Prospective patients must still fill out a registration form to complete the data at the Ngudi Waluyo Clinic, which results in long lines. Furthermore, information about outpatient registration procedures and practicing doctors is difficult to access, and patient medical records are still written in notebooks traditionally. As a result, searching for patient history data will take a long time, and there is no backup of these records, which can cause data loss at any time. This study aims to develop mobile-based e-health to improve clinical services and make it easier for the public to obtain health services. The system was developed using the extreme programming method applied in mobile applications by utilizing PHP as programming language and MySQL as a database and system testing using the ISO 25010 standard. Through e-health, patients can register outpatients anytime and anywhere without queue, improving the quality of service at the Ngudi Waluyo clinic. Based on the testing results on ten respondents, it was found that the developed e-health was feasible to use with a final score of 90.59%.

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Section: Pendahuluanunclassified

E-Health Berbasis Mobile Untuk Meningkatkan Layanan Klinik

Nurkholis

Saputra

2021

JTI

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“…This evaluation involves assessing the capacity of land resources based on the suitability of a specific agricultural commodity [10]. The aim of land suitability evaluation is to develop a predictive model that can be applied to other regions using land and weather characteristics to generate new land suitability maps [11]. The conventional approach for assessing land suitability typically involves comparing land and weather characteristics with the land suitability classes defined by the Food and Agriculture Organization (FAO) standards.…”

Section: Introductionmentioning

confidence: 99%

Firefly Algorithm for SVM Multi-class Optimization on Soybean Land Suitability Analysis

Nurkholis,

Styawati,

Suhartanto

2024

JOIV : Int. J. Inform. Visualization

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Soybean is the primary source of vegetable protein nutrition, containing fat and vitamins that Indonesian people widely consume. The decline in soybean production in Indonesia every year is due to the reduced area of soybean cultivation, thereby increasing dependence on imports from other countries. Land suitability maps can provide directions for priority locations for soybean cultivation based on land characteristics and weather to produce optimal production. The SVM multi-class algorithm has been applied to classify land suitability data to create a land suitability map but has yet to obtain optimal accuracy, especially for sigmoid kernels. The objective of this study is to enhance the performance of the sigmoid kernel SVM by utilizing the firefly algorithm. The study focuses on evaluating the suitability of soybean cultivation in Bogor and Grobogan Regencies. The results of the tests indicate that the firefly algorithm-optimized SVM (FA-SVM) significantly improves accuracy compared to the SVM without optimization. The accuracy achieved by FA-SVM is 89.95%, while the SVM without optimization only achieves an accuracy of 65.99%. The best parameters produced by the firefly algorithm are C=2.33 and σ=0.45 obtained from firefly customization, and the number of generations is 10. Based on this, the optimization algorithm can be used to produce an optimal model. The best optimal model obtained can be used as a guide for priority locations/areas for soybean cultivation by farming communities, so as to produce maximum soybean productivity.

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“…GIS can also facilitate the mapping of public services such as mapping of public facilities [4], specialist doctor practices [5], mosques [6], car repair stores [7], as well as culinary, arts [8], and culture [9]. In addition, GIS can also provide information on mapping natural resources [10], plantations [11], [12] to environmental quality [13]. Location mapping and information on typical Lampung gift stores can use GIS.…”

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confidence: 99%

Web-Based Geographic Information System for Lampung Gift Store

Nurkholis

Anggela

2022

JTI

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In the face of increasing technological advances, the development of society refers to the ability to keep up with technological developments and the ability to access and present useful information. Lack of information and knowledge about the location of the gift store makes the public or tourists only visit the nearest store or those suggested by friends and people around. This study aims to develop a web-based geographic information system to make it easier for people to find the location of Lampung gift store. In this study using extreme programming as a development method. Based on the results of testing ISO 25010 that has been carried out involving 50 respondents, the conclusion that the quality of the software produced has a success percentage with a total average of 90.66%. So it can be concluded that the percentage value obtained shows the overall software quality has a "Very Good" scale and is feasible to use.

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Garlic Land Suitability System based on Spatial Decision Tree

Cited by 3 publications

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E-Health Berbasis Mobile Untuk Meningkatkan Layanan Klinik

E-Health Berbasis Mobile Untuk Meningkatkan Layanan Klinik

Firefly Algorithm for SVM Multi-class Optimization on Soybean Land Suitability Analysis

Web-Based Geographic Information System for Lampung Gift Store

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