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Penerapan Metode K-Means Clustering Dalam Pengelompokan Kualitas Tamanan Jeruk Manis Hafiz Mursalan; Darmansah; Tomy Nanda Putra; Budy Satria
Jurnal ICT: Information Communication & Technology Vol. 23 No. 1 (2023): JICT-IKMI, Juli 2023
Publisher : LPPM STMIK IKMI Cirebon

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Sweet orange is characterized by leaf stalks that have wings and white flowers. Sweet orange plants have stems that can reach a height of 6 m, have many branches, round leaf crowns, and bear fruit once a year. Sweet orange fruit has a round or almost round shape, is large, has strong stems, has a fruit skin that is green to shiny yellow. Sweet oranges contain pectin enzymes which function to reduce LDL (Low Density Lipoprotein) or bad cholesterol, reduce blockage of arteries and reduce the risk of heart disease. Sweet orange fruit also contains flavonoids which can increase the effectiveness of vitamin C and strengthen the walls of blood vessels. One sweet orange fruit contains 16 g of carbohydrates which contain 70 calories and fiber which is equivalent to 12% needed by the body. The lack of sweet orange production is due to virus or pest attacks, some planting centers have experienced a decrease in production. The impact that occurs is a decrease in sweet orange production at a time when there is a lot of demand for sweet oranges by companies and the community. The sweet orange data processed in this study came from the Department of Agriculture and farmer groups in Gunuang Omeh District, 50 Kota District. Furthermore, the data is processed using the Rapid Miner software. Aims to determine the results of the prediction of the quality of the sweet orange planting experiment. The method used to solve this problem is the K-Means clustering algorithm. The K-Means clustering algorithm is a method that attempts to classify existing data into several groups, where data in one group have the same characteristics as each other and have different characteristics from data in other groups. From testing this method, three groups were found in the cultivation of sweet oranges, namely 'good' (can be used as a benchmark for planting sweet oranges so that they can produce good fruit when harvested), 'moderate' (still in the evaluation stage so that it can be good but still usable). for planting trials even though the results are not optimal) and 'not good' (can be used as a reference in order to evaluate the planting structure of sweet oranges in order to anticipate losses during harvest). From the results of the analysis using the K-Means clustering algorithm with the use of the Rapidminer Studio application, three clusters were found, namely C0 with poor results influenced by the age of the seedlings, C1 with moderate results with the influence of spacing and C2 with good results which were influenced by the use of pesticides, the use of organic fertilizers and hoarding.
PKM Uji Kompetensi Keahlian Pada Siswa Kelas XII Jurusan OTKP di SMKS Teknologi Industri Pinggir Budy Satria; Yessi Ratna Sari
J-PEMAS - Jurnal Pengabdian Masyarakat Vol. 4 No. 2 (2023): Jurnal Pengabdian Masyarakat J_PEMAS
Publisher : STMIK Amik Riau

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33372/j-pemas.v4i2.1008

Abstract

Uji Kompetensi Keahlian (UKK) adalah suatu proses pengumpulan data untuk mengukur kompetensi peserta didik pada kompetensi produktif yang dilakukan terhadap peserta didik kelas XII pada satuan pendidikan SMK. UKK diselenggarakan oleh Lembaga Sertifikasi Profesi atau satuan pendidikan terakreditasi bersama mitra dunia usaha/industri. Aspek yang dinilai adalah aspek pengetahuan dan aspek keterampilan. Pengabdian Masyarakat merupakan salah satu dari Tridharma Perguruan Tinggi yang wajib dilakukan oleh seorang dosen. Pengabdian kepada masyarakat dilakukan melalu kegiatan UKK dengan tujuan untuk mengetahui pencapaian pengetahuan dan kompeten siswa SMKS Teknologi Industri Pinggir pada bidang Otomatisasi Tata Kelola Perkantoran dan sebagai dasar mempersiapkan siswa untuk memasuki dunia kerja. Berdasarkan hasil penilaian terhadap 15 peserta diperoleh 3 orang siswa dengan nilai akhir tertinggi yaitu 98. Sehingga para peserta berhasil memiliki kompetensi pada bidang keahlian Otomatisasi Tata Kelola Perkantoran (OTKP) dan diharapkan bisa bermanfaat di dunia usaha maupun dunia industri.
Penerapan Algoritma C.45 Dalam Pengklasifikasian Data Penjualan Gerai Makanan Cepat Saji Berbasis Website Darmansah Darmansah; Willi Novrian; Tomy Nanda Putra; Budy Satria
Journal of Information System Research (JOSH) Vol 5 No 1 (2023): Oktober 2023
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/josh.v5i1.4405

Abstract

With the development of technology, there are many methods that can be used to analyze various kinds of problems, both in the world of education, social and even the business world. One method that can be used is the data mining method. Fast food is one example of a business that is being built by many people today, especially in the city of Batam. With so many fast food outlets in the city of Batam, this study aims to classify the types of food that are in demand and not in demand in the city of Batam. To assist the writer in classifying the best-selling and not-selling food types, in this study the authors used the data mining method, namely applying the C.45 Algorithm approach. Apart from using the C.45 Algorithm to test the calculation results, the author uses a website-based information system. From the research that has been carried out, the results obtained are that the best-selling food for children is the Original Burger (BO) and for adults the best-selling type of food is Kebab (K), while the less popular type of food for all ages is Burger Crispy.
Computer Knowledge Improvement Training Students Dropping Out of School in Buluh Apo Village: Pelatihan Peningkatan Pengetahuan Komputer Siswa Putus Sekolah Pada Desa Buluh Apo Teuku Radillah; Leonard Tambunan; Budy Satria; Irman Efendi; Chalida Hanum
Dinamisia : Jurnal Pengabdian Kepada Masyarakat Vol. 7 No. 6 (2023): Dinamisia: Jurnal Pengabdian Kepada Masyarakat
Publisher : Universitas Lancang Kuning

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31849/dinamisia.v7i6.15782

Abstract

Buluh Apo village is a village that is located far out of town Duri, however, the Head of Buluh Apo Village has a vision to develop his village through the implementation of computer technology science, so that this village also has the nickname Net Village, because it has an internet network developed with the community. The purpose of this service is a collaborative program between the Apo Buluh village apparatus and the AMIK Mitra Gama campus to improve the quality of computer science in the current pandemic (COVID-19) conditions which require students to study more online (online) and for students dropping out of school. can Buluh Apo Village is a village located far on the outskirts of Duri city, however, the Head of Buluh Apo Village has a vision to develop his village through the implementation of computer technology knowledge. The purpose of this service is a collaborative program between Buluh Apo village officials and the Mitra Gama Institute of Technology campus to improve the quality of computer science for dropout students to be able to take advantage of this training to provide skills in the computer field so that they can become entrepreneurs in the field of informatics so that they can still participate in advance Buluh Apo village. The training participants totalled 30 dropout students with the achievement of target material including an introduction to computers and Microsoft Office. In this computer introduction training the results of student participation were achieved with an attendance of85%, an increase in student knowledge reaching 75%, students' skills in using Ms Office reached 78%, the ability to use the internet increased by 87%, and the understanding of entrepreneurs in the field of informatics by 84%, and the development of hardware and multimedia reached 77%
Metode Fuzzy Mamdani Pada Sistem Pendukung Keputusan Penentuan Jumlah Petugas BPBD Takengon Satria, Budy; FAJAR, LM; Efitra, Efitra; Efendi, Irman
Generation Journal Vol 5 No 2 (2021): Generation Journal
Publisher : Universitas Nusantara PGRI Kediri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29407/gj.v5i2.15638

Abstract

To determine the number of officers at the Regional Disaster Management Agency (BPBD), the results of the Fuzzy calculations 2020. In May there are 70 requests for officers, while the number of existing officers is 109 and possibly 95. In June the requests for officers are 80, while the existing officers are 90 and possibly 87. In July the requests for officers are 90 , while the existing officers numbered 75 and possibly 72 were assigned. Until September the request for officers was 40, the existing officers were 58 and possibly 41 were assigned. Tests were also carried out using matlab tools as a form of implementation in order to get accurate results according to with manual calculation of the Fuzzy mamdani method.
PKM Uji Kompetensi Keahlian Pada Siswa Kelas XII Jurusan OTKP di SMKS Teknologi Industri Pinggir Budy Satria; Yessi Ratna Sari
J-PEMAS - Jurnal Pengabdian Masyarakat Vol. 4 No. 2 (2023): Jurnal Pengabdian Masyarakat J_PEMAS
Publisher : STMIK Amik Riau

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33372/j-pemas.v4i2.1008

Abstract

Uji Kompetensi Keahlian (UKK) adalah suatu proses pengumpulan data untuk mengukur kompetensi peserta didik pada kompetensi produktif yang dilakukan terhadap peserta didik kelas XII pada satuan pendidikan SMK. UKK diselenggarakan oleh Lembaga Sertifikasi Profesi atau satuan pendidikan terakreditasi bersama mitra dunia usaha/industri. Aspek yang dinilai adalah aspek pengetahuan dan aspek keterampilan. Pengabdian Masyarakat merupakan salah satu dari Tridharma Perguruan Tinggi yang wajib dilakukan oleh seorang dosen. Pengabdian kepada masyarakat dilakukan melalu kegiatan UKK dengan tujuan untuk mengetahui pencapaian pengetahuan dan kompeten siswa SMKS Teknologi Industri Pinggir pada bidang Otomatisasi Tata Kelola Perkantoran dan sebagai dasar mempersiapkan siswa untuk memasuki dunia kerja. Berdasarkan hasil penilaian terhadap 15 peserta diperoleh 3 orang siswa dengan nilai akhir tertinggi yaitu 98. Sehingga para peserta berhasil memiliki kompetensi pada bidang keahlian Otomatisasi Tata Kelola Perkantoran (OTKP) dan diharapkan bisa bermanfaat di dunia usaha maupun dunia industri.
Implementasi Uji Kompetensi Keahlian untuk Mengukur Kemampuan Akhir Siswa Kelas XII di SMKS Teknologi Industri Pinggir Budy Satria; Candra Surya; Khelvin Ovela Putra; Tomy Nanda Putra; Budi Permana Putra; Irzon Meiditra; Dori Gusti Alex Candra; Nurdi Afrianto; Adi Prastya
PUAN INDONESIA Vol. 6 No. 1 (2024): Jurnal Puan Indonesia vol 6 no 1 Juli 2024
Publisher : ASOSIASI IDEBAHASA KEPRI

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37296/jpi.v6i1.239

Abstract

Skills Competency Test (UKK) is a government program implemented by secondary level education units, especially for Vocational High School (SMK) students to measure students' competency achievements. On March 6 2024, a Skills Competency Test was carried out at the Pinggir Industrial Technology Vocational School as a form of participation in Community Service (PKM). The UKK participants were 12 class XII vocational school students majoring in Office Management Automation (OTKP). The aim of this PKM activity is to assist the Pinggir Industrial Technology Vocational School in carrying out skills competency exams so that quality graduates can enter the world of work professionally. The methods for implementing PKM are preparation, direction, mentoring, practice and assessment. The final assessment results from the UKK implementation were that there were 12 students with an average score of 92.25. The conclusion is that participants have passed and are competent in the field of Office Management Automation
IMPLEMENTASI METODE WATERFALL DAN SYSTEM USABILITY SCALE TESTING PADA APLIKASI FISIOTERAPI PASIEN BPJS Putra, Budi Permana; Satria, Budy; Murni, Aprilia; Surya, Candra; Sakinah, Putri
INTI Nusa Mandiri Vol 19 No 1 (2024): INTI Periode Agustus 2024
Publisher : Lembaga Penelitian dan Pengabdian Pada Masyarakat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33480/inti.v19i1.5571

Abstract

The background of the problem in this study is that Physiotherapy Services at Permata Hati Hospital for BPJS patients are carried out scheduling or physiotherapy protocol data by writing on the form paper provided and then given to the patient. Besides being given to the patient, the form is also stored by the physiotherapy poly section. The problem that often occurs is that the physiotherapy poly officer must also rewrite the BPJS patient's physiotherapy protocol data in the ledger as data for the next physiotherapy schedule. If you want to find physiotherapy protocol data, it is difficult to do because you have to look one by one in the ledger. The purpose of this research is to make it easier for poly officers to process physiotherapy protocol data in a computerized manner through the design of BPJS patient physiotherapy protocol data applications at Permata Hati Hospital by applying the waterfall method and System Usability Scale (SUS). The results showed that in blackbox testing, the results were obtained in accordance with what was expected starting from the login form test to the patient data input form. Furthermore, testing using the SUS method obtained an average value of 70.75 with a total of 10 respondents and a total of 10 statements. There are 3 components of the System Usability Scale method, namely Acceptable, Grade Scale and Adjective, each component of the results is still at a good value and the level of application is quite comfortable to be used by users.
Implementation of a Forward Chaining Expert System in Diagnosing Laptop Damage Sakinah, Putri; Hendra, Yomei; Satria, Budy; Rahman, Zumardi; Maulana, Fajar; Syaputra, Aldo Eko
Internet of Things and Artificial Intelligence Journal Vol. 4 No. 3 (2024): Volume 4 Issue 3, 2024 [August]
Publisher : Association for Scientific Computing, Electronics, and Engineering (ASCEE)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31763/iota.v4i3.791

Abstract

Laptops have become a primary need for almost everyone, but the damage rate is also high. Manual diagnosis of laptop damage requires special expertise and is prone to errors that can exacerbate damage. The purpose of this study was to develop an expert system based on the forward chaining method to diagnose laptop damage. Data obtained through expert interviews, literature study, and the internet comprised 13 symptoms and five main types of laptop damage. Relate data in tables to form IF-THEN rules of the forward chaining method. The test results on six symptoms indicate that the system can diagnose IC Power damage with 100% accuracy, which is the highest diagnosis. In conclusion, the forward chaining method can diagnose laptop damage based on emerging symptoms.
SOSIALISASI REVOLUSI INDUSTRI 4.0 TERHADAP BIDANG PERKANTORAN PADA SISWA JURUSAN OTKP DI SMKS TEKNOLOGI INDUSTRI PINGGIR Budy Satria; Adi Prastya; Irzon Meiditra; Budi Permana Putra; Dori Gusti Alex Candra; Nurdi Afrianto; Tomy Nanda Putra; Darmansah
Jurnal Pengabdian Kolaborasi dan Inovasi IPTEKS Vol. 2 No. 1 (2024): Februari
Publisher : CV. Alina

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59407/jpki2.v2i1.341

Abstract

Perkembangan zaman di era industri 4.0 ditandai oleh adanya teknologi yang semakin cepat. Dampak dari era ini sangat berkaitan terhadap kehidupan, pekerjaan dan interaksi dengan teknologi. Saat ini, permasalahan yang sedang dihadapi dari sisi sumber daya manusia (SDM) adalah tuntutan percepatan beradaptasi dalam menghadapi perubahan zaman, karena dengan adanya perkembangan ilmu pengetahuan dan teknologi menyebabkan perubahan besar sehingga terjadi suatu Revolusi Industri yang memiliki pengaruh terhadap semua lini kehidupan. Pelaksanaan kegiatan pengabdian kepada masyarakat (PKM) ini dilakukan atas dasar pentingnya generasi pelajar memiliki pengetahuan, kesiapan dan kemampuan untuk beradaptasi terhadap perkembangan zaman yang selalu mengalami perubahan. Selain itu, pelaksanaan kegiatan pengabdian kepada masyarakat (PKM) pada siswa SMKS Teknologi Industri Pinggir dilatarbelakangi oleh lulusan dan persaingan kerja yang semakin ketat di masa revolusi industri 4.0 menuntut setiap individu untuk memiliki daya saing yang tinggi dalam dunia kerja dengan memiliki kompetensi. Peserta pada kegiatan ini adalah seluruh siswa mulai dari kelas X s.d XII pada jurusan Otomatisasi Tata Kelola Perkantoran. Pelaksanaan kegiatan Pengabdian kepada Masyarakat (PKM) selesai dilakukan pada tanggal 25 September 2023 selama 1 hari dan dapat disimpulkan bahwa kegiatan ini sangat bermanfaat khususnya bagi seluruh pihak SMKS Teknologi Industri Pinggir. Bagi para peserta seperti siswa di jurusan Otomatisasi Tata Kelola Perkantoran (OTKP) yang awalnya minim pengetahuan tentang era Industri 4.0 dengan adanya kegiatan ini menambah peningkatan pengetahuan, kesiapan dan adaptasi agar tetap bisa bersaing dengan lulusan SMK lainnya saat nanti telah lulus sekolah
Co-Authors Anggi Hadi Wijaya Abdussalam Al Akbar Acihmah Sidauruk Adi Prastya Adinda Raudhatul Jannah Afdhal Dinilhak Afifah Nur Latifah Afrianto, Nurdi Aldo Eko Syaputra Alex Rizky Saputra Alimuddin Yasin Ashari, Muhammad Al Azizah, Tiara Bister Purba Budi Permana Putra Candra Surya Candra, Dori Gusti Alex Chairil, Slamet Chalida Hanum Darmansah Darmansah Darmansah Darmansah Dedi Lesmana Dwi Asti, Ajeng Efendi, Irman Efitra Efitra Efitra Elfitra FAJAR, LM Firma Firma Fitra Yuda Gusla Nengsih, Yeyi Hafiz Mursalan Hendra, Yomei Irman Efendi Khairi, Luthfil Khelvin Ovela Putra Leonard Tambunan Leonard Tambunan Liga Mayola LM Fajar Israwan, LM Fajar Luthfil Khairi Maulana, Fajar Meiditra, Irzon Muhammad Iqbal Muhammad Iqbal Mulia Sulistiyono Murni, Aprilia Mutamassikin Mutamassikin Ningsih, Lidya Nurcholis, Muhammad Tofa Nurfiah Qori Islami Aris Radillah, Teuku Raditya Wardhana Rahman, Arifan Rahman, Zumardi Rahmi Eka Putri Ratu Mutiara Siregar Resad Setyadi SAKINAH, PUTRI Samosir, Khairunnisa Saputra, Alex Rizky Sarah Astiti S.Kom., M.MT Sepriano Sepriano Siti Sahara Lubis Sri Wulandari Supriatin Supriatin, Supriatin Syamsul Arifin Syarif Hidayatullah Tambunan, Leonard Teuku Radillah Teuku Radillah Teuku Radillah Tomy Nanda Putra Vita Amelia, Vita Wahyudi Willi Novrian Willi Novrian Yessi Ratna Sari Yessi Ratna Sari Yessi Ratna Sari Zamora, Sasya