Journal Innovations Computer Science最新文献

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Optimasi Support Vector Mechine (SVM) Menggunakan K-Means dan K-Medoids untuk Klasterisasi Tema Tugas Akhir 优化支持向量Mechine (SVM)使用k -手段和K-Medoids来确定最终任务主题
Journal Innovations Computer Science Pub Date : 2022-11-30 DOI: 10.56347/jics.v1i2.72
Gaffy Patria
{"title":"Optimasi Support Vector Mechine (SVM) Menggunakan K-Means dan K-Medoids untuk Klasterisasi Tema Tugas Akhir","authors":"Gaffy Patria","doi":"10.56347/jics.v1i2.72","DOIUrl":"https://doi.org/10.56347/jics.v1i2.72","url":null,"abstract":"The large amount of final project document data from study programs at the Sekolah Tinggi Manajemen Informatika dan Komputer (STMIK) Abulyatama can make a major contribution to the difficulty of the process of grouping a student's final project theme. The clustering process that has been carried out manually so far has been very ineffective and inefficient, so a data mining application is needed to manage the data, especially for clustering the data. The goal to be achieved from writing this thesis is to implement the Support Vector Machine with K-Means and K-Medoids to optimize the final assignment clustering. the results of the Optimization Support Vector Machine (SVM) analysis using K-Means and K-Medoids for Grouping Student Final Project Themes can be concluded in a number of ways, namely; with the K-Means Clustering method it can be seen that there are 23 data mining, 10 networks, 26 artificial intelligence, and 21 websites, and website 11 items.","PeriodicalId":129937,"journal":{"name":"Journal Innovations Computer Science","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124010704","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 Penunjang Keputusan Penerimaan Karyawan Baru di PT. Yudita Teratai Cakti Menggunakan Metode Profile Matching Yudita lotus新员工招生系统采用了一种个人资料介绍方法
Journal Innovations Computer Science Pub Date : 2022-11-30 DOI: 10.56347/jics.v1i2.73
Herminus Lau, NM Faizah, Winton Ginting
{"title":"Sistem Penunjang Keputusan Penerimaan Karyawan Baru di PT. Yudita Teratai Cakti Menggunakan Metode Profile Matching","authors":"Herminus Lau, NM Faizah, Winton Ginting","doi":"10.56347/jics.v1i2.73","DOIUrl":"https://doi.org/10.56347/jics.v1i2.73","url":null,"abstract":"PT. Yudita Teratai Cakti is a company that carries out the hiring process independently or does not use the services of an outsourcing company. In the process of hiring employees, usually PT. Yudita Teratai Cakti uses advertising services in print media such as newspapers and online media such as Facebook and others. In the employee recruitment process at PT. Yudita Teratai Cakti is carried out by the personnel department by selecting and selecting one by one the data of applicants who enter the selection process for prospective employees at the acceptance of new employees at PT. Yudita Teratai Cakti, with the need to apply for a job this system was built, namely carrying out a selection process for prospective employees who applied for work at PT Yudita Teratai Cakti, it is hoped that this system can carry out the selection process using the profile matching calculation method used in this study to be able to provide decision-making information New Employee Recruitment. In order for the implementation of the selection of new employees to meet the demands and expectations of the company, a correlation is needed between the preparation of the test questions and the determined test criteria so that the test results for each new employee show the potential value of each new employee on each of the specified criteria. The decision support system with the profile matching method can assist the role of management or managers in supporting PT. Yudita Teratai Cakti which has objective value with a more effective time.","PeriodicalId":129937,"journal":{"name":"Journal Innovations Computer Science","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121314051","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
Sistem Informasi Pelayanan Izin Penelitian pada Badan Kesbangpol Aceh 亚齐Kesbangpol的研究信息系统
Journal Innovations Computer Science Pub Date : 2022-11-30 DOI: 10.56347/jics.v1i2.64
Rudi Singkia Ramadhan, Elvitriana
{"title":"Sistem Informasi Pelayanan Izin Penelitian pada Badan Kesbangpol Aceh","authors":"Rudi Singkia Ramadhan, Elvitriana","doi":"10.56347/jics.v1i2.64","DOIUrl":"https://doi.org/10.56347/jics.v1i2.64","url":null,"abstract":"The purpose of this research is to assist the Aceh Kesbangpol in the research licensing service process to computerize the current system so that it can analyze and assist database processing activities at an even better level of effectiveness and efficiency, so that it is expected to be able to; designing and building a web-based research permit service information system at the Aceh Kesbangpol Agency, implementing a web-based research permit service information system with an integrated SMS Gateway, and producing more effective and efficient research permit service reports. The method used in this design is the waterfall method. Based on the results of research on the research permit service information system at the Aceh Kesbangpol Agency based on the web-based integrated SMS Gateway that has been carried out by the author, several conclusions can be drawn, namely; This research was successful in creating a web-based integrated information system research permission service with SMS Gateway. SMS Gateways.","PeriodicalId":129937,"journal":{"name":"Journal Innovations Computer Science","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116710752","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 Informasi Pemilihan Karyawan Terbaik Menggunakan Metode Simple Additive Weighting (SAW) pada Balai Pendidikan dan Pelatihan Ilmu Pelayaran BP2IP Malahayati 最佳员工筛选信息系统使用简单的升华方法在生物BP2IP航运培训大厅
Journal Innovations Computer Science Pub Date : 2022-11-30 DOI: 10.56347/jics.v1i2.63
Syaukas Rahmatillah, M. Fadhli
{"title":"Sistem Informasi Pemilihan Karyawan Terbaik Menggunakan Metode Simple Additive Weighting (SAW) pada Balai Pendidikan dan Pelatihan Ilmu Pelayaran BP2IP Malahayati","authors":"Syaukas Rahmatillah, M. Fadhli","doi":"10.56347/jics.v1i2.63","DOIUrl":"https://doi.org/10.56347/jics.v1i2.63","url":null,"abstract":"The purpose of this research is to assist the Balai Pendidikan dan Pelatihan Ilmu Pelayaran (BP2IP) Malahayati to process data on the selection of the best employees to computerize the current system so that it can analyze and assist database processing activities at an even better level of effectiveness and efficiency, so that it is expected to be able to ; designing the best web-based Employee Decision Making System (DSS) Application program, the best Employee Decision Making System (DSS) system made in the form of a questionnaire with several alternatives and criteria as basic ingredients in data processing using the Simple Additive Weighting (SAW) Method, and generate reports - more detailed ranking reports, criteria, alternatives, and employees of each required data. Based on the results of the research and decision-making system using the Simple Additive Weighting (SAW) method as the selection of the best employees at the Balai Pendidikan dan Pelatihan Ilmu Pelayaran (BP2IP) Malahayati which has been carried out by the author, several conclusions can be drawn, namely; This research succeeded in creating a decision support system for evaluating the best employee selection at the Balai Pendidikan dan Pelatihan Ilmu Pelayaran (BP2IP) Malahayati, and this research succeeded in conducting alternative rankings from the results of calculating the weight of employee scores using SAW (Simple Additive Weighting).","PeriodicalId":129937,"journal":{"name":"Journal Innovations Computer Science","volume":"75 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126176480","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 Pemilihan Karyawan Terbaik pada PT. Ql Trimitra dengan Metode Analytical Hierarchy Process (AHP) PT. Ql Trimitra最佳员工选择申请与分析过程(AHP)
Journal Innovations Computer Science Pub Date : 2022-11-30 DOI: 10.56347/jics.v1i2.71
Hernawan, NM Faizah, Panser Karo Karo
{"title":"Aplikasi Pemilihan Karyawan Terbaik pada PT. Ql Trimitra dengan Metode Analytical Hierarchy Process (AHP)","authors":"Hernawan, NM Faizah, Panser Karo Karo","doi":"10.56347/jics.v1i2.71","DOIUrl":"https://doi.org/10.56347/jics.v1i2.71","url":null,"abstract":"The research objectives are to design a web-based application that can help make the best employee selection report process easy and fast, design an application that can calculate normalization to determine criteria and weights according to the analytical hierarchy process (AHP) method, and design an application that can manage data -Alternative data needed for the selection of the best employees. The stages of data collection in this study consisted of 3 (three) stages namely; observation, interview, and literature study. UML (Unified Modeling Language) is used as an approach for modeling while the Analytical Hierarchy Process (AHP) method is applied in the best employee assessment application. The results of this study can facilitate the selection of the best employees to be faster with accurate results by using the best employee selection application by implementing the Analytical Hierarchy Process (AHP) method using the PHP and MySQL programming languages.","PeriodicalId":129937,"journal":{"name":"Journal Innovations Computer Science","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114261202","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: 2
Perancangan Sistem Informasi Jasa Cuci Mobil dan Motor Doorsmeer 清洁服务信息系统设计和门导电机
Journal Innovations Computer Science Pub Date : 2022-05-30 DOI: 10.56347/jics.v1i1.25
Syafrinal, Bahruni
{"title":"Perancangan Sistem Informasi Jasa Cuci Mobil dan Motor Doorsmeer","authors":"Syafrinal, Bahruni","doi":"10.56347/jics.v1i1.25","DOIUrl":"https://doi.org/10.56347/jics.v1i1.25","url":null,"abstract":"The purpose of the research is to design an information system for car and motorcycle washing services that will be used by doormeer business users, which is expected to assist doormeer entrepreneurs in recording every transaction, queue, payroll management and can be used with various platforms both desktop and mobile. In the process of designing an information system for doormeer car and motorcycle washing services, we use the DevOps software design method. From the results of research and observations that have been made on Doorsmeer CV. XYZ, it can be concluded that from the results of the design of an information system for car and motorcycle washing services at Doorsmeer CV. XYZ web-based parties make it easy to inform washing services that are ready to use through the ordering system. With the website, customers can access and get information and order services quickly from their homes, and can choose the services they want to use according to the customer's plan, and Applications information system for car and motorcycle washing services at Doorsmeer CV. XYZ can handle and control and supervise service transaction data, create invoices that can avoid delays and in making contract reports for each transaction activity.","PeriodicalId":129937,"journal":{"name":"Journal Innovations Computer Science","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128147294","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 Pengambilan Keputusan Penentuan Lokasi Beauty Shop Menggunakan Metode Simple Additive Weighting (SAW)
Journal Innovations Computer Science Pub Date : 2022-05-30 DOI: 10.56347/jics.v1i1.24
Abdus Salam, Fathurrahmad
{"title":"Sistem Pengambilan Keputusan Penentuan Lokasi Beauty Shop Menggunakan Metode Simple Additive Weighting (SAW)","authors":"Abdus Salam, Fathurrahmad","doi":"10.56347/jics.v1i1.24","DOIUrl":"https://doi.org/10.56347/jics.v1i1.24","url":null,"abstract":"The purpose of this study was to design and develop a decision support system for the location of a salon or beauty shop in Aceh Province. In this study, the authors used observation and interview techniques by implementing SAW in the analysis and waterfall as a software development method. This study succeeded in making a Decision Making System for Determining Salon Business Locations in Aceh Province Using the SAW Method and this study succeeded in performing alternative rankings from the weight calculation results for Determining Salon Business Locations in Aceh Province using SAW (Simple Additive Weighting). The suggestions that the author wants to convey after making observations are for further development, the system is expected to be able to combine several other methods as a comparison of alternative ranking results and need further development in the reporting process, because this system is still very simple in displaying reports so that in the future there will be more use more detailed graphics.","PeriodicalId":129937,"journal":{"name":"Journal Innovations Computer Science","volume":"61 3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132888476","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: 2
Perancangan Sistem Informasi Laundry pada CV. XYZ
Journal Innovations Computer Science Pub Date : 2022-05-30 DOI: 10.56347/jics.v1i1.27
Ismail, Abdus Salam
{"title":"Perancangan Sistem Informasi Laundry pada CV. XYZ","authors":"Ismail, Abdus Salam","doi":"10.56347/jics.v1i1.27","DOIUrl":"https://doi.org/10.56347/jics.v1i1.27","url":null,"abstract":"The purpose of this research is to design an information system application for CV. XYZ to assist in handling various administrations to reporting. In recording and processing transaction data, CV. XYZ already has its own system, such as recording customer names, ordering services and shipping still using paper and the system used in recording such as data on goods washed from customers is still conventional so it is still less efficient in terms of processing time. For this reason, a computerized system is needed that is able to present data quickly and precisely so that the smooth running of business operations can be further improved. In the application development process using the PXP (Personal Extreme Programming) model. From the results of research and observations that have been made on CV. XYZ, it can be concluded; From the results of making a web-based laundry information system, it becomes easy to manage CV laundry transaction reporting. XYZ to laundry reports quickly, and can handle and control and supervise laundry transaction data, create invoices that can avoid delays and in making laundry reports for every transaction activity.","PeriodicalId":129937,"journal":{"name":"Journal Innovations Computer Science","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114315951","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
Perancangan Sistem Informasi Penjualan Sepeda Motor pada PT. XYZ PT. XYZ摩托车销售信息系统设计
Journal Innovations Computer Science Pub Date : 2022-05-30 DOI: 10.56347/jics.v1i1.26
T. Iqbal, Alfina
{"title":"Perancangan Sistem Informasi Penjualan Sepeda Motor pada PT. XYZ","authors":"T. Iqbal, Alfina","doi":"10.56347/jics.v1i1.26","DOIUrl":"https://doi.org/10.56347/jics.v1i1.26","url":null,"abstract":"The research aims at developing an online-based system with a focus that the feature also has an API (Application Programming Interface) service that can spread products on various e-commerce in Indonesia. In the process of developing software or motorcycle sales system applications, researchers use the Spiral method. The programming language used is PHP with MySQL as the database and uses the Vue.js framework. From the results of research and observations that have been made at PT. XYZ, it can be concluded that; From the results of the manufacture of motorcycle sales information system PT. XYZ web-based parties make it easy to inform PT. XYZ which is ready to be sold through the sales system. With the sales website, buyers can access and get information and motorcycle sales of PT. XYZ quickly from his home, and can choose the desired motorcycle to be purchased, and the motorcycle sales application at PT. XYZ can handle and control and supervise motorcycle sales transaction data, create sales invoices that can avoid delays and in making sales reports for each transaction activity, use APIs by disseminating using the Bukalapak and Tokopedia APIs and successfully synchronizing but still need testing and development that focuses on products on the Android platform.","PeriodicalId":129937,"journal":{"name":"Journal Innovations Computer Science","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130166352","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
Perancangan Aplikasi Manajemen Akreditasi sebagai Layanan Peningkatan Mutu Institusi 为认证管理申请设计为制度改进服务
Journal Innovations Computer Science Pub Date : 2022-05-30 DOI: 10.56347/jics.v1i1.29
Muhammad Wali, Syarifuddin, T. Iqbal, Abdus Salam
{"title":"Perancangan Aplikasi Manajemen Akreditasi sebagai Layanan Peningkatan Mutu Institusi","authors":"Muhammad Wali, Syarifuddin, T. Iqbal, Abdus Salam","doi":"10.56347/jics.v1i1.29","DOIUrl":"https://doi.org/10.56347/jics.v1i1.29","url":null,"abstract":"The specific purpose of the research is to generate concepts and develop new models to assess higher education performance by referring to Study Program Accreditation (APS 4.0) and Institutional Accreditation (APT 3.0) BAN-PT which can monitor and evaluate quality performance, and document in accordance with accreditation instruments, as well as implement an intelligent system algorithm that is able to assess the quality of higher education performance. Broadly speaking, this research is divided into three stages of research, namely pre-development data collection, development and implementation, and post-development data collection. From the results of the distribution of questionnaires on the use of the application, it has been seen from the support and Universities that relatively positive needs are needed as applications to support the accreditation process. At the end of 2020, this application has been implemented for PT AMIK Indonesia's accreditation activities and the response from Assessors has been very good and this application can replace the use of Google Drive as a documentation medium in the accreditation assessment process. The use of the flutter framework supports attractive visualizations with a fast development process.","PeriodicalId":129937,"journal":{"name":"Journal Innovations Computer Science","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115823658","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: 2
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