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Journal : Building of Informatics, Technology and Science

Penerapan Metode Case Base Reasoning Dalam Diagnosa Penyakit dan Hama pada Tanaman Hortikultura Dasril Aldo; Yohani Setiya Rafika Nur; Andre Citro Febriliyan Lanyak; Filfimo Yulfiz Ahsanul Hulqi; Rania Nur Hikmah
Building of Informatics, Technology and Science (BITS) Vol 4 No 2 (2022): September 2022
Publisher : Forum Kerjasama Pendidikan Tinggi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bits.v4i2.1888

Abstract

Horticultural products are products from the agricultural sub-sector with potential and prospects for development. Horticultural products consist of medicinal products, fruit, vegetables, and ornamental plants. However, some farmers are still not optimal in getting results from their cultivation because they do not understand how to control pests and diseases of horticultural crops. This causes the plant to be susceptible to various diseases. Identification of diseases in these plants is often done manually so it takes a long time. The development of computer technology can be utilized in various branches of science, one of which is the field of artificial intelligence. Expert systems are included in one of the scientific branches of the current artificial intelligence program. Expert systems have the ability to solve a particular problem, usually requiring an expert from an expert. The method that will be used is the case-based reasoning (CBR) approach. This study aims to help farmers diagnose diseases and pests, so that they are more optimal and on target in controlling. In the implementation of the expert system with the CBR method, a diagnosis will be obtained, and it will be recommended for plant control. Case Based Reasoning method is used to process 10 data. This method will process data in the form of symptoms seen in horticultural plants. The test results obtained a percentage value of 80%. Therefore, the application of the Case Based Reasoning method is very relevant in the Diagnosis of Diseases and Pests in Horticultural Crops.
Rekomendasi Kualitas Getah Karet Terbaik Berbasiskan Sistem Pendukung Keputusan dengan Metode MAUT Aldo, Dasril
Building of Informatics, Technology and Science (BITS) Vol 4 No 3 (2022): December 2022
Publisher : Forum Kerjasama Pendidikan Tinggi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bits.v4i3.2631

Abstract

Rubber latex is a raw material that is widely used as the main ingredient in the manufacture of various kinds of tools, so that the quality of the rubber latex must be paid close attention. In connection with this quality, there are several things that must be considered including the age of the tree, tapping time, dry rubber content, color and texture. The problem in determining the best quality of rubber latex is that it is not paid enough attention to by farmers and most farmers tap rubber tree sap only based on feeling or hunch. If this continues to happen, it will cause the production of tools that use rubber latex to become of less quality. In addition, the production department will also need a long time to select quality raw materials. Decision support systems can be used as an alternative to help with these problems. The Multi-Attribute Utility Theory (MAUT) method is used as a method for analyzing sample data from rubber latex based on the value of each existing criterion. The stages of the MAUT method have seven processes, namely the starting stage, determining alternatives and also criteria, displaying inputted data and alternatives, determining the weights for each criterion, creating a normalization matrix and decision matrix, then doing the sum of the results of normalization with criterion weights. After obtaining the decision value, the system will display the results of recommendations or decisions from each available alternative. From testing 30 rubber latex data, it was found that 17 data showed good quality with a value of 0.56 to 1.00 and 13 data showed bad quality with a value of 0.20 to 0.55. After a comparison between manual calculations and the system built did not show any difference in results, so that the decision support system built can be a tool to assist in making decisions regarding the quality of rubber latex
Co-Authors A.A. Ketut Agung Cahyawan W Abdillah, Alifia Dhia Abimanyu Abimanyu Achmad Solichin Adanti Wido Paramadini Adhe Nuzula Ramadlana Adriano, Riftian Dimas Affiyanti, Rakhma Yuli Afif Dwi Laksono Agung Irman Syaifudin Agustianto, Satya Helfi Ahmad Faishal Fahrisena Ahmad Riau Ardi Ahmad Rijal Arifin Ahmadi Ahun Ismi Aziz Ajeng Ayu Suryani Ajeng Dyah Kurniawati Aksaningtyas, Laeli Lutfiana Al 'Arifah, Difla Mazidah Al Faiz, M. Hanif Alfan Rizki Juliano Azitya Alifia Dhia Abdillah Alika, Shintia Dwi Alwendi, Alwendi Alzi Mula Baharsyah Amanah, Farah Sofiatul Nur Aminatus Sa’adah An-Naayif, Hanief Taqiyuddien Adz-Dzaky Andi Sano, Andreas Novito Andika Bayu S Andre Citro Febriliyan Lanyak Annisa Risqi Sulistya Kusuma Wardhani Apri, Muhamad Ar rasyid, Fauzan Cholis Ardanu, Riski Fitria Ardi - Ardi Ardi Ardi Ardi Ardi, Ahmad Riau Ardianto, Rian Arifin, Ahmad Rijal Army, Widya Lelisa Arrasyid, Zidhan Asti Herliana, Asti Auliya Burhanuddin Aziz, Ahun Ismi Bagus Ahmad Setiawan Baharsyah, Alzi Mula Bidayatul Masulah Bita Parga Zen Briliana, Carlita Wahyu Chevin, Virginawan Alessandro Dading Qolbu Adi Dading Qolbu Adi Damiana Trivinita L. B Dana Eko Wahyu Pambudi Danny Kurnianto Darmansah Darmansah, Darmansah Dedi Rahman Habibie Dedi Rahman Habibie Dedy Agung Prabowo Dedy Mirwansyah Deni Prasetyo Deni Prasetyo, Deni Denis Oktawandira Dewi Larasae Diah Ayu Lestari Diah Ayu Lestari, Diah Ayu Dian Maharani Dian Maharani Dian Riliyanda Difla Mazidah Al 'Arifah Dika Alim Mu’adin Dwi Satrio, Imam Edwin Adhi Wijaya Eko Wahyu Pambudi, Dana Elizabeth Christina Endro Muhammad Akbar Wijiantoro Fadhilatus Salamah, Khanif Rahmah Fahrezy, Fiqry Fahmy Dwe Fahrisena, Ahmad Faishal Fahrullah Fahrullah Faiz, M. Hanif Al Faizah Faizah Fajar Maulana . Farah Sofiatul Nur Amanah Farhan Aryo Pangestu Farhan Rasyid Kamaludin Farhan Yudha Pratama Fathan, Faizal Burhani Ulil Fau, Andrew Fauzi Ahmad Muda Febriliana, Miranda Dwi Feri Yasi Filfimo Yulfiz Ahsanul Hulqi Fiqrian, Muhammad Nafal Fiqry Fahmy Dwe Fahrezy Firmansyah, Muhammad Raafi'u Fuady, Tb. Dedy Gigih Attayauban Purnomo Gusla Nengsih, Yeyi Gustiwa, Risang Abdurrahman Hakim, Faiq Mufrih Halim Pratama, Muhammad Fajrul Hammam, Nizar Dhafirul Hanugrah Surya Purwaka Hariselmi Hariselmi Hariselmi Hariselmi Hariselmi, Hariselmi Hasby Arrahman Hermawaty Hermawaty Hidayat, Afifah Naurah Hutama, Iqbal Yoga Ihsan Maulana Ilwan Syafrinal Iqbal Yoga Hutama Irfan Venny Rahmayanti Irfanza Fadhly, Rafy Islam, Melinta Nurul Ismail Nur Fuadi Jaka Lintang Ramadhan Kamaludin, Farhan Rasyid Khairunnisa Samosir Khanif Rahmah Fadhilatus Salamah Kisviantari, Rizkyna Sekar Kristina Natasia Sinurat Kurniawan, Adrian Kurniawat, Ajeng Dyah Larasae, Dewi Lathif Luqmanul Hakim Lina Fatimah Lishobrina Linda Qornaeni Luqman Wahyudi M Yoka Fathoni M. Aldi Yudhi Pradana Mahazam Afrad Maryona Septiara Maulana Faridzal Eka Nugraha Maulana, Fajar Maulana, Ihsan Maulana, ⁠Ihsan Maulida, Elsa Melinda Br Ginting Melinta Nurul Islam Miftahul Ilmi Miftahul Ilmi, Miftahul Miranda Dwi Febriliana Muadin, Dika Alim Muhamad Apri Muhamad Apri Muhamad Azrino Gustalika Muhammad Afrizal Amrustian Muhammad Agus Muljanto Muhammad Briliantama Putra Muhammad Husni munir, Zainul Munir Nafidanisa Nanda Arista Rizki Nariza Wanti Wulan Sari Nia Annisa Ferani Tanjung Nicolaus Nizar Dhafirul Hammam Novanda Alim Setya Nugraha Nugraha, Alfa Yudha Nugraha, Maulana Faridzal Eka Nursaka Putra NURUL HIKMAH Nurul Hikmah Nyimas Ananda Putri Mulyono Oktavia, Laksmi Dwi Oktawandira, Denis P , Affriza Brilyan Relo Pambudi Agus Pambudi, Dana Eko Wahyu Pamuji, Yanuar Ikhsan Pangestu, Farhan Aryo Pradana, M. Aldi Yudhi Prakoso, Thorik Agung Pratama, Farhan Yudha Purnomo, Gigih Attayauban Putra, Muhammad Briliantama Putri, Yuliarni Rahayu, Trisna Kenti Rakhma Yuli Affiyanti Ramadhan, Firman Adi Ramadhan, Jaka Lintang Ramadhani, Rima Dias Ramadlana, Adhe Nuzula Rania Nur Hikmah Raspati, Mochamad Ravy Ratna Budiarti Dwi Rahayu Reza Iqbal Pramudya Rian Ardianto Rian Ardianto Richki Hardi Richo Richo Rifa Yanti Risfendra, Risfendra Riski Fitria Ardanu Riswan Azhari Riyani, Annisa Defitriana Rizkyna Sekar Kisviantari Rostina Rostina Rostina Rostina Sa'adah, Aminatus Sahara Sahara Salsabila, Luciana Sandhy Fernandez Sapta Eka Putra Saputra , Wahyu Andi Saputra, Candra Eka Saputra, Sandra Saputri, Sekar Isnaeni Nurul Saragih, Lorance Saraswati, RR Michelle Dewi Sarwenty, Putri Nabilah Satya Nur Hutama Sekar Isnaeni Nurul Saputri Setiawan, Bagus Ahmad Setyawan Suroso Sinurat, Kristina Natasia Sophia Deo Sandeva Sri Mulyani Sudianto, Sudianto Sulaeman, Gilang Suleman, Gilang Suprapto, Amelia Rut Suroso, Setyawan Susi Irwanti Susie Susie Syahputra, Dio Syaifudin, Agung Irman Tb. Dedy Fuady Tegar Alamsyah Tohari, Mohammad Amin Tondang, Beny Alphon Toni Anwar Trihastuti Yuniati Trisna Kenti Rahayu Usman, Muhammad Lulu Latif Utami, Annisaa Wanda Ilham Wanda Ilham Wardhani, Annisa Risqi Sulistya Kusuma Wendra, Yumai Widya Lelisa Army Wijaya, Edwin Adhi Wijaya, Trisno Wijiantoro, Endro Muhammad Akbar Yasin, Feri Yoga Madhasatya, Satriya Yogo Dwi Prasetyo Yohani Setiya Rafika Nur Yoka Fathoni, M. Yumai Wendra Yunita, Salsabila Firda Zefanya Yuni Br, Syaloom