Jurnal Komputer dan Informatika最新文献

REAL-TIME STRUCTURAL ANALYSIS BASED ON MACHINE LEARNING FOR CUSTOM PRODUCT DESIGN: A CASE STUDY OF ORTHOPEDIC FIXATOR PRODUCT 基于机器学习的定制产品设计实时结构分析:以骨科固定架产品为例

Jurnal Komputer dan Informatika Pub Date : 2023-04-17 DOI: 10.35508/jicon.v11i1.9919

Aji Digdoyo, A. Karno, Widi Hastomo, Agita Tunjungsari, Nada Kamilia, Indra Sari Kusuma Wardhana, Nia Yuningsih

{"title":"REAL-TIME STRUCTURAL ANALYSIS BASED ON MACHINE LEARNING FOR CUSTOM PRODUCT DESIGN: A CASE STUDY OF ORTHOPEDIC FIXATOR PRODUCT","authors":"Aji Digdoyo, A. Karno, Widi Hastomo, Agita Tunjungsari, Nada Kamilia, Indra Sari Kusuma Wardhana, Nia Yuningsih","doi":"10.35508/jicon.v11i1.9919","DOIUrl":"https://doi.org/10.35508/jicon.v11i1.9919","url":null,"abstract":"Mass customization is related to increasing the balance between the needs of companies that are focused on customers on conditions of production flexibility and efficiency. Product adjustment according to customer needs can increase the company's competitiveness. However, special production processes and adjustments are time consuming and cost inefficient. Parametric product modeling is a fairly popular technique for dealing with this problem. However, it still has challenges related to the high cost of software and a workforce that has special expertise in the field of quality control. In addition, product-specific designs cannot be tested quickly, resulting in a long production time. This study proposes a machine learning (ML) method that aims to obtain a fast time structure to analyze the production of orthopedic fixators. This research process requires a collection of training data with product attributes, physical characteristics, quality, selected ML techniques, and determination of the appropriate set of hyperparameters. Optimization results were obtained using the gradient boosting method with a value of . With these results, the orthopedic fixation device can be used in the case study of developing this machine learning model.","PeriodicalId":334895,"journal":{"name":"Jurnal Komputer dan Informatika","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134238807","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

SISTEM PAKAR DIAGNOSA PENYAKIT GINJAL BERBASIS WEB MENGGUNAKAN METODE CERTAINTY FACTOR 基于WEB的肾病诊断系统采用了确定因素的方法

Jurnal Komputer dan Informatika Pub Date : 2023-04-02 DOI: 10.35508/jicon.v11i1.9931

Kikye Martiwi Sukiakhy, Sri Azizah Nazhifah, Junidar Junidar

{"title":"SISTEM PAKAR DIAGNOSA PENYAKIT GINJAL BERBASIS WEB MENGGUNAKAN METODE CERTAINTY FACTOR","authors":"Kikye Martiwi Sukiakhy, Sri Azizah Nazhifah, Junidar Junidar","doi":"10.35508/jicon.v11i1.9931","DOIUrl":"https://doi.org/10.35508/jicon.v11i1.9931","url":null,"abstract":"Masih terbatasnya berbagai fasilitas kesehatan di Indonesia terutama yang menangani penyakit ginjal serta kurangnya pengetahuan dan informasi yang ada di masyarakat terkait gejala awal pada penyakit ginjal ini menyebabkan angka kematian yang disebabkan oleh penyakit ini setiap tahunnya terus mengalami peningkatan. Suatu sistem pakar yang dapat melakukan diagnosis penyakit ginjal sangat dibutuhkan untuk memberikan solusi atas permasalahan tersebut dengan harapan masyarakat dapat dengan mudah memperoleh informasi terkait gejala-gejala penyakit ginjal yang dialami serta masyarakat dapat melakukan diagnosis secara mandiri. Sebuah metode yang disebut faktor kepastian atau Certainty Factor (CF) dipergunakan pada sistem pakar dalam penelitian ini. Diagnosis penyakit ginjal berdasarkan berbagai gejala yang dialami oleh pengguna merupakan keluaran yang dihasilkan oleh sistem pakar ini. Berdasarkan gejala-gejala yang dimasukkan oleh pengguna, sistem kemudian akan mencari nilai CF yang paling tinggi dan selanjutnya hasil tersebut akan ditampilkan kepada pengguna. Hasil yang ditampilkan meliputi 17 gejala, nama penyakit, hasil diagnosis dan solusi. Pengujian fungsional yang dilakukan berjalan sesuai dengan yang diharapkan untuk ketiga hak akses yaitu admin, pakar dan pengguna dapat mengakses semua fungsi dan tidak ditemukan kesalahan pada sistem, baik menggunakan sistem operasi Windows 8 maupun Windows 10 untuk akses admin, pakar dan pengguna.","PeriodicalId":334895,"journal":{"name":"Jurnal Komputer dan Informatika","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126978687","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

KLASIFIKASI PENGGUNAAN DATA TRAFIK INTERNET MENGGUNAKAN ALGORITMA SUPPORT VECTOR MACHINE

Jurnal Komputer dan Informatika Pub Date : 2023-04-01 DOI: 10.35508/jicon.v11i1.10039

Pitrasacha Adytia, W. Wahyuni, Kelik Sussolaikah, Yudha Satria

{"title":"KLASIFIKASI PENGGUNAAN DATA TRAFIK INTERNET MENGGUNAKAN ALGORITMA SUPPORT VECTOR MACHINE","authors":"Pitrasacha Adytia, W. Wahyuni, Kelik Sussolaikah, Yudha Satria","doi":"10.35508/jicon.v11i1.10039","DOIUrl":"https://doi.org/10.35508/jicon.v11i1.10039","url":null,"abstract":"Tak dapat dipungkiri saat ini internet merupakan sesuatu yang sangat penting untuk berbagai kebutuhan. Tidak terkecuali di STMIK Widya Cipta Dharma. Internet banyak digunakan dalam lingkungan kampus, baik oleh mahasiswa, dosen dan juga tenaga kependidikan. Kegiatan belajar mengajar dan juga pekerjaan dalam lingkungan kampus tidak terlepas dari kebutuhan penggunaan internet. Namun waktu penggunaan internet juga terkadang menumpuk dalam jam-jam tertentu dan menyebabkan kecepatan internet menjadi lambat. Hal itu dipengaruhi oleh banyaknya pengiriman paket header pada flow/arus lalu lintas internet sehingga koneksi menjadi berat dan terasa lambat. Oleh karena itu, dibutuhkan suatu metode klasifikasi yang dapat memberikan informasi mengenai aktivitas mahasiswa, dosen dan tenaga kependidikan dalam penggunaan internet. Adapun algoritma klasifikasi yang digunakan adalah klasifikasi Support Vector Machine (SVM). Metode pengembangan yang digunakan adalah SKKNI Nomor 299 Tahun 2020. Parameter yang digunakan adalah arus paket yang dikirim oleh user dan paket yang diterima oleh user. Adapun hasil penelitian ini berupa model algoritma SVM yang dapat mengklasifikasikan arus penggunaan trafik internet dengan empat kategori yaitu Download, Game, SocialNetwork, dan Web yang memiliki akurasi 64% dengan menggunakan kernel Radial Basis Function (RBF). Hasil akurasi yang dihasilkan cukup rendah dan membuat algoritma SVM tidak cocok untuk melakukan klasifikasi trafik internet dan perlunya metode lain untuk mengklasifikasikan trafik internet.","PeriodicalId":334895,"journal":{"name":"Jurnal Komputer dan Informatika","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128097155","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

MONITORING APPLICATION SYSTEM DEVELOPMENT AND EVALUATION OF “PUPR” DEPARTMENT OF GENDER LEADING ACTIVITIES IMPLEMENTATION 监测应用系统的开发和评价“pupr”部门性别领导活动的实施情况

Jurnal Komputer dan Informatika Pub Date : 2023-04-01 DOI: 10.35508/jicon.v11i1.10092

Ramacos Fardela, Arif Rizki Marsa, Lilik Suhery, MS Firman Maulana

{"title":"MONITORING APPLICATION SYSTEM DEVELOPMENT AND EVALUATION OF “PUPR” DEPARTMENT OF GENDER LEADING ACTIVITIES IMPLEMENTATION","authors":"Ramacos Fardela, Arif Rizki Marsa, Lilik Suhery, MS Firman Maulana","doi":"10.35508/jicon.v11i1.10092","DOIUrl":"https://doi.org/10.35508/jicon.v11i1.10092","url":null,"abstract":"Monitoring and evaluation are the jobs that are often done by the Payakumbuh Public Works Department to maximize work in the field. The Payakumbuh Public Works and Public Housing (PUPR) Office itself is experiencing difficulties in monitoring and evaluating work in the field that is currently underway and the activities carried out have been realized. So far, office work has been monitored manually one by one because the Payakumbuh (PUPR) does not have an information system that can monitor and evaluate all work simultaneously and provide an overall target picture yet. In activities, especially work at the Payakumbuh PUPR Service, it applies the application of gender mainstreaming (\"PUG\"). The Ministry of Public Works of the Republic of Indonesia as the target for PUG implementation is the integration of a gender perspective into the internal culture of the Ministry of Public Works (at the central and regional levels) to produce an institutional culture that is sensitive to gender issues. To monitor this, applications are developed using the Agile Development software system development methodology. Researchers designed this website application to overcome this problem. The system was built using the PHP programming language with the Laravel Framework. The results showed that the application of reports on the implementation of gender mainstreaming activities with the Laravel Framework helped website developer performance to be more effective and efficient than using the static PHP programming language. The Laravel framework supports is object oriented and supports all databases. The Uniform Resource Locators (URL) structure used in Laravel is much more flexible and much easier to change in routing.","PeriodicalId":334895,"journal":{"name":"Jurnal Komputer dan Informatika","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132822125","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

APLIKASI SISTEM INFORMASI PEMANDU WISATA DAERAH BANDA NEIRA BERBASIS ANDROID 基于ANDROID的BANDA NEIRA区域导游信息系统应用

Jurnal Komputer dan Informatika Pub Date : 2023-04-01 DOI: 10.35508/jicon.v11i1.9795

Ahmad Thariq, Dwi F Pattiha

引用次数: 0

ASPHALT ROAD DAMAGE DETECTION SYSTEM USING CANNY EDGE DETECTION 沥青路面损伤检测系统采用精细边缘检测

Jurnal Komputer dan Informatika Pub Date : 2023-03-31 DOI: 10.35508/jicon.v11i1.10100

Farhan Aditya Rafi, Adriana Fanggidae, Yulianto Triwahyuadi Polly

{"title":"ASPHALT ROAD DAMAGE DETECTION SYSTEM USING CANNY EDGE DETECTION","authors":"Farhan Aditya Rafi, Adriana Fanggidae, Yulianto Triwahyuadi Polly","doi":"10.35508/jicon.v11i1.10100","DOIUrl":"https://doi.org/10.35508/jicon.v11i1.10100","url":null,"abstract":"Road is a means of access for humans to move from one place to another, connecting one place to another, and serving as transportation infrastructure. At all times, asphalt roads are passed by road users, including small, medium, and large vehicles. However, road conditions are not always smooth and often there are damages in certain parts of the road. Factors such as water, weather, temperature changes, unstable soil conditions, air temperature, poor compaction process on the base layer, and the weight or overload of heavy vehicles that exceed capacity, as well as the increasing volume of vehicles, can cause road damage. Road damage can reduce economic revenue and increase accident rates. Some types of asphalt road damage include undulating, potholes, cracking, and asphalt puddles on the road surface. Potholes are the most common type of damage that cause accidents for road users. This study uses the Canny edge detection method to detect asphalt road damage. The minimum object size that can be detected as road damage is 15x15 pixels and the maximum is 290x540 pixels. Testing was conducted on 65 primary data and 35 secondary data, and the average accuracy obtained were 90.5% and 88%, respectively.","PeriodicalId":334895,"journal":{"name":"Jurnal Komputer dan Informatika","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123973392","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

PENGUJIAN PENETRASI PADA WEBSITE ELEARNING2.BINADARMA.AC.ID DENGAN METODE PTES (PENETRATION TESTING EXECUTION STANDARD) 测试元素、比达玛、空调网站的渗透测试。PTES方法ID

Jurnal Komputer dan Informatika Pub Date : 2023-03-31 DOI: 10.35508/jicon.v11i1.9809

Rahmat Novrianda Dasmen, Rasmila Rasmila, Tantri Langgeng Widodo, Kundari Kundari, Muhammad Tio Farizky

{"title":"PENGUJIAN PENETRASI PADA WEBSITE ELEARNING2.BINADARMA.AC.ID DENGAN METODE PTES (PENETRATION TESTING EXECUTION STANDARD)","authors":"Rahmat Novrianda Dasmen, Rasmila Rasmila, Tantri Langgeng Widodo, Kundari Kundari, Muhammad Tio Farizky","doi":"10.35508/jicon.v11i1.9809","DOIUrl":"https://doi.org/10.35508/jicon.v11i1.9809","url":null,"abstract":"Universitas Bina Darma merupakan salah satu kampus swasta terbaik yang menyediakan sistem pembelajaran dalam jaringan (daring) berbasis website. Dengan meningkatnya distribusi informasi secara daring di era pandemi Covid-19 dan tingginya antusiasme peserta didik dalam pembelajaran daring, maka sangat penting bagi Universitas Bina Darma untuk memperhatikan keamanan website sistem informasi yang digunakan untuk melindungi data pengguna. Adapun tujuan yang ingin dicapai pada penelitian ini adalah untuk mengimplementasikan pengujian penetrasi dengan metode Black Box dan metode Penetration Testing Execution Standard (PTES) pada website elearning2.binadarma.ac.id. Metode PTES dapat digunakan sebagai panduan standar untuk menilai keamanan aplikasi berbasis web yang terdiri dari 5 tahap, yang terdiri dari pengumpulan informasi, pemodelan ancaman, analisis kerentanan, eksploitasi, dan pelaporan. Pada akhir penelitian, dapat disimpulkan bahwa pengujian pada elearning2binadarma.ac.id teridentifkasi memiliki celah pada Cross Site Scripting (XSS) yang cukup berbahaya jika menyebar lebih jauh. Adapun cara penanganan celah ini dapat dilakukan dengan pengecekan kerentanan website secara rutin.","PeriodicalId":334895,"journal":{"name":"Jurnal Komputer dan Informatika","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114690892","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 3

DATA QUALITY MEASUREMENT TO IMPROVE SQA APPLICATION IN PT XYZ 数据质量测量以改善sqa在pt xyz中的应用

Jurnal Komputer dan Informatika Pub Date : 2023-03-31 DOI: 10.35508/jicon.v11i1.10138

Ratna Yulika Go, Rahmi Julianasari, Ahmad Syaifulloh Imron, Y. Ruldeviyani

{"title":"DATA QUALITY MEASUREMENT TO IMPROVE SQA APPLICATION IN PT XYZ","authors":"Ratna Yulika Go, Rahmi Julianasari, Ahmad Syaifulloh Imron, Y. Ruldeviyani","doi":"10.35508/jicon.v11i1.10138","DOIUrl":"https://doi.org/10.35508/jicon.v11i1.10138","url":null,"abstract":"Service Quality Assurance (SQA) is one of a unit in PT XYZ an Indonesian e-commerce company. SQA is responsible for ensuring and maintaining services given to customers by Customer Service agents to meet the company's quality standard. However, the application was built without integration with the Customer Relationship Management (CRM) system, the main customer service application at PT XYZ. The problem is that if companies need SQA data, they must manually input data from SQA to CRM. This can cause vulnerabilities in the data input process. As a result, it impacts the company's business processes, which are inefficient and can be detrimental both materially and immaterially. This research aims to provide recommendations to improve the quality of SQA data so that companies can use the data to be integrated into the CRM system. The Total Data Quality Management (TDQM) method was used for this study with three dimensions: completeness, validity and accuracy. The results of each dimension are 99.64% for completeness, 84.75% for validity, and 100% for accuracy. Business rules on the validity dimension that have the lowest data quality are V1 28.57% and V6 65.11%. The problem factors were identified as an incomplete data dictionary, incomplete and obsolete SOP documents, and no business processes and data control on the application. Recommendations to improve the data quality of the application are PT XYZ can conduct an in-depth study of business roles so that all business processes can be clearly defined and regulations can be set forth in SOP documents. The use of specific reference data for each domain can be used to increase data legitimacy and the level of data suitability.","PeriodicalId":334895,"journal":{"name":"Jurnal Komputer dan Informatika","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126935958","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

IDENTIFIKASI DEFISIENSI UNSUR HARA PADA TANAMAN CABAI MENGGUNAKAN SUPPORT VECTOR MACHINE 利用矢量引擎来确定辣椒作物缺乏营养

Jurnal Komputer dan Informatika Pub Date : 2023-03-31 DOI: 10.35508/jicon.v11i1.9803

Arie Qur’ania, Lita Karlitasari, Sufiatul Maryana, Cecep Sudrajat, Zolla Zolla

{"title":"IDENTIFIKASI DEFISIENSI UNSUR HARA PADA TANAMAN CABAI MENGGUNAKAN SUPPORT VECTOR MACHINE","authors":"Arie Qur’ania, Lita Karlitasari, Sufiatul Maryana, Cecep Sudrajat, Zolla Zolla","doi":"10.35508/jicon.v11i1.9803","DOIUrl":"https://doi.org/10.35508/jicon.v11i1.9803","url":null,"abstract":"Tanaman seperti halnya makhluk hidup yang lain membutuhkan kombinasi unsur hara untuk hidup tumbuh dan berkembang biak. Unsur hara di dalam tanaman juga dapat dibagi menjadi dua, yaitu unsur hara bergerak (mobile nutrient) dan immobile nutrient (unsur hara tidak bergerak). Kondisi tanaman yang mengalami defisiensi atau kekurangan unsur hara akan mengalami gangguan pertumbuhan dan mempengaruhi terhadap hasil panen daun atau buahnya. Warna daun dapat menjadi ciri tanaman dalam kondisi normal atau mengalami defisiensi unsur hara. Defisiensi unsur hara pada tanaman akan berpengaruh pada bentuk daun, produksi buah dan usia tanaman yang mengakibatkan tanaman tumbuh kerdil dan lekas mati, pada produksi buah akan terjadi kerontokan pada bunga atau bakal buah sehingga hasil produksi akan mengalami penurunan. Selama ini pemeliharaan tanaman dilakukan secara manual. Setiap tanaman dilihat untuk kemudian dianalisis hasilnya dan memerlukan waktu untuk mengidentifikasi defisiensi unsur hara. Tujuan penelitian adalah mengidentifikasi defisiensi unsur hara pada tanaman cabai berbasis citra berdasarkan ciri warna Red, Green, Blue (RGB) dan analisis tekstur menggunakan Suport Vector Model (SVM). Manfaat penelitian adalah membuat aplikasi berbasis machine learning untuk mengidentifikasi kekurangan unsur hara yang terbagi dalam empat kelas, yaitu kekurangan nitrogen (N) dan Posfor (P), kekurangan P dan kalium (K), kekurangan N dan K, serta daun cabai dengan kelas normal. Data tanaman sebanyak 120 data dengan hasil akurasi sebesar 84,4%. ","PeriodicalId":334895,"journal":{"name":"Jurnal Komputer dan Informatika","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122869875","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

PENERAPAN METODE FUZZY TSUKAMOTO PADA PEREKRUTAN KARYAWAN 使用模糊的TSUKAMOTO方法招聘

Jurnal Komputer dan Informatika Pub Date : 2023-03-31 DOI: 10.35508/jicon.v11i1.10113

Clarissa Elfira Amos Pah, Juan Rizky Mannuel Ledoh

{"title":"PENERAPAN METODE FUZZY TSUKAMOTO PADA PEREKRUTAN KARYAWAN","authors":"Clarissa Elfira Amos Pah, Juan Rizky Mannuel Ledoh","doi":"10.35508/jicon.v11i1.10113","DOIUrl":"https://doi.org/10.35508/jicon.v11i1.10113","url":null,"abstract":"Tenaga kerja yang berkualitas pada sebuah perusahaan merupakan aset yang sangat penting untuk menunjang tujuan bisnis perusahaan. Seiring berkembangnya sebuah perusahaan, perusahaan mulai memahami pola karyawan yang berkualitas untuk direkrut dan dipertahankan. Pola ini yang kemudian dijadikan kriteria-kriteria perekrutan karyawan. Namun, seiring bertambahnya jumlah pelamar, perusahaan menjadi kewalahan dalam menilai dan membandingkan calon karyawan yang satu dengan yang lainnya, akibatnya, proses perekrutan karyawan menjadi lebih lama. Salah satu perusahaan yang mengalami persoalan ini adalah perusahaan Konsultan Teknik Informasi (KTI) yang menjadi objek penelitian ini. Perusahaan yang mulai berdiri sejak 2008 ini mengalami rata-rata peningkatan penerimaan jumlah karyawan sebesar 48% setiap tahunnya dan juga peningkatan rata-rata turnover karyawan yang mencapai 11% setiap tahunnya. Tentunya jumlah pelamar yang dievaluasi untuk diterima akan lebih besar jumlahnya daripada yang diterima bekerja. Oleh karena itu, perusahaan KTI ini membutuhkan metode pendukung keputusan yang dapat dengan cepat membantu menyeleksi karyawan berdasarkan kriteria-kriteria awal yang ditentukan dan melakukan pemeringkatan calon karyawan yang paling memenuhi kriteria. Metode pendukung keputusan yang diusulkan oleh peneliti adalah metode Fuzzy Tsukamoto. Fuzzy Tsukamoto ini digunakan karena dapat mengakomodasi pendapat para ahli dengan pembuatan fungsi keanggotaan dan matriks rule base. Setiap nilai input yang diperoleh dari data calon karyawan dipetakan dalam fungsi keanggotaan dan matriks rule base melalui proses fuzzifikasi, yang selanjutnya dilakukan proses defuzzifikasi untuk menghasilkan nilai output yang dapat digunakan dalam pemeringkatan calon karyawan. Pengujian yang dilakukan terhadap tiga data calon karyawan, diperoleh nilai output crisp sebesar 6.70, 6.58, dan 6.42 dengan nilai terbesar sebagai peringkat tertinggi.","PeriodicalId":334895,"journal":{"name":"Jurnal Komputer dan Informatika","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117131420","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0