JURNAL SISFOTEK GLOBAL最新文献

Educational Game-Based Mathematics Learning Media for Elementary School Children 基于教育游戏的小学数学学习媒介

JURNAL SISFOTEK GLOBAL Pub Date : 2023-09-30 DOI: 10.38101/sisfotek.v13i2.9700

Agustinus Sirumapea, Ferawati Ferawati, Fiqih Hana Saputri, Andhika Fajar Utama

{"title":"Educational Game-Based Mathematics Learning Media for Elementary School Children","authors":"Agustinus Sirumapea, Ferawati Ferawati, Fiqih Hana Saputri, Andhika Fajar Utama","doi":"10.38101/sisfotek.v13i2.9700","DOIUrl":"https://doi.org/10.38101/sisfotek.v13i2.9700","url":null,"abstract":"This study aims to produce and test the feasibility of an educational game for Mathematics using Construct 2 software. This game contains Mathematics subject matter and is used as a learning medium at SDIT Smart Syahid. The research method used in making this Educational game is ADDIE (Analysis – Design- Development – Implementation – Evaluation), where the research stages are in the form of needs analysis, design process, product development, implementation, and evaluation. The analysis phase includes a needs analysis related to the product. The stages in the design process include the design process and making improvements if there are still design discrepancies between the user and the analyst. The product development stage contains manufacturing based on the analysis and design results that have been done before. Next is the implementation stage; at this stage, the programmer develops the design into a program that can be tested. The last step is the evaluation stage and making improvements if there are still design discrepancies between the user and the analyst. From the results of this study, the researcher succeeded in creating a Mathematics educational game.","PeriodicalId":378682,"journal":{"name":"JURNAL SISFOTEK GLOBAL","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136344247","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

Expert System for Corn Disease Identification Using Case Based Reasoning Method 基于案例推理方法的玉米病害识别专家系统

JURNAL SISFOTEK GLOBAL Pub Date : 2023-09-30 DOI: 10.38101/sisfotek.v13i2.9716

Nurhaeka Tou, Putri Mentari Endraswari, Nur Annisa

{"title":"Expert System for Corn Disease Identification Using Case Based Reasoning Method","authors":"Nurhaeka Tou, Putri Mentari Endraswari, Nur Annisa","doi":"10.38101/sisfotek.v13i2.9716","DOIUrl":"https://doi.org/10.38101/sisfotek.v13i2.9716","url":null,"abstract":"Corn is the second type of food after rice. However, currently, the level of corn productivity is experiencing problems, with pests and corn diseases. The process of controlling these pests and diseases, if not handled as early as possible, will result in crop failure for corn farmers. Identifying the types of pests and diseases that attack corn plants, is carried out by experts in the field of agriculture, but this process requires quite a long time. Therefore, we need a system that can help farmers diagnose diseases in corn plants, so that the control process can be carried out optimally, quickly and on target. This study aims to build an expert system to identify diseases in corn plants by implementing the Case-Based Reasoning (CBR) method. CBR is a reasoning method on a computer that utilizes old cases to solve new cases. The process of identifying the type of disease with the CBR method is carried out by the user inputting the symptoms experienced by the corn plant into the system, then the system calculates the value of similarity between new cases and old cases using the nearest neighbor method. The system is made with 17 diseases and 56 symptoms, each symptom has a weight. Based on the test results, shows that the system can identify the types of diseases in corn plants following the rule of 100% with a similarity accuracy rate of 75.00%.","PeriodicalId":378682,"journal":{"name":"JURNAL SISFOTEK GLOBAL","volume":"97 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136343993","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

Implementation of a Business Intelligence Model for Analysis Banking and Credit Management 用于分析银行和信用管理的商业智能模型的实现

JURNAL SISFOTEK GLOBAL Pub Date : 2023-09-30 DOI: 10.38101/sisfotek.v13i2.7298

Nilo Legowo, Achmad Yodan Gimpalas

{"title":"Implementation of a Business Intelligence Model for Analysis Banking and Credit Management","authors":"Nilo Legowo, Achmad Yodan Gimpalas","doi":"10.38101/sisfotek.v13i2.7298","DOIUrl":"https://doi.org/10.38101/sisfotek.v13i2.7298","url":null,"abstract":"The 2008 global financial crisis affected the pace of the economy by reducing the level of public trust in banks. Seeing these conditions, Bank XYZ needs to know and analyze the factors that influence bank lending. Debtor data processing at Bank XYZ is well integrated, but in fact, Bank XYZ still needs to pay attention to the principle of prudence in making decisions to provide credit facilities to debtors with minimal risk so that credit can be extended consistently and based on sound credit principles. In monitoring and analyzing the credit system at Bank XYZ, there is one factor that serves as a reference for measuring a bank's ability to bear the risk of credit failure by debtors through NPLs (non-performing loans). In addition to NPLs, the growth in the number of debtors, the amount of credit disbursement, the amount of outstanding credit provided in various sectors, and the amount of collectibility of debtors also play an important role in decision-making by management; therefore, the author proposes a business intelligence model to analyze credit data at XYZ Bank in the form of data visualization in dashboard form. The dashboard was built using the Tablue for Students software. The results of this study are a business intelligence model in the form of a dashboard application to be able to monitor debtor data growth, analyze loans extended in various economic sectors, and analyze outstanding loans using the NPL value as a reference based on credit quality as a decision support tool.","PeriodicalId":378682,"journal":{"name":"JURNAL SISFOTEK GLOBAL","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136344000","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

Implementation of the Composite Performance Index and Rank Order Centroid Weighting Methods in E-Wallet Selection 综合性能指标法和阶序质心加权法在电子钱包选择中的实现

JURNAL SISFOTEK GLOBAL Pub Date : 2023-09-30 DOI: 10.38101/sisfotek.v13i2.9720

Susana Dwi Yulianti, Rini Nuraini, Arisantoso Arisantoso, Mursalim Tonggiroh

{"title":"Implementation of the Composite Performance Index and Rank Order Centroid Weighting Methods in E-Wallet Selection","authors":"Susana Dwi Yulianti, Rini Nuraini, Arisantoso Arisantoso, Mursalim Tonggiroh","doi":"10.38101/sisfotek.v13i2.9720","DOIUrl":"https://doi.org/10.38101/sisfotek.v13i2.9720","url":null,"abstract":"Nowadays, e-wallets have become a popular alternative for non-cash financial transactions. More and more e-wallet companies and service providers are emerging with various features and benefits. To determine the choice of using an e-wallet, users must know each e-wallet's various features and services; of course, this takes time and makes it difficult for decision-makers. This research aims to implement the Composite Performance Index (CPI) and Rank Order Centroid (ROC) approaches in a decision support system for choosing an e-wallet to produce easy and fast decisions. The ROC method is used to determine the weight value based on the order of importance of the criteria. Meanwhile, the CPI approach has the ability to combine information from various criteria into one index and evaluate differences in criteria to obtain alternative rankings. This research produces a website-based DSS application that recommends the best alternative by displaying alternative rankings. The system built produces valid calculation output; this is proven by the results of calculations by the system and manual calculations showing the same results. For software testing with usability testing, an average value of 86% was obtained. This means that the software developed is feasible to implement and considered easy to use.","PeriodicalId":378682,"journal":{"name":"JURNAL SISFOTEK GLOBAL","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136344098","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

Designing a Network Using Network Intrusion Detection System (NIDS) for Detecting Attacks on the Server in the Computers Laboratory at Suryakancana University Suryakancana大学计算机实验室设计一个基于网络入侵检测系统(NIDS)检测服务器攻击的网络

JURNAL SISFOTEK GLOBAL Pub Date : 2023-09-30 DOI: 10.38101/sisfotek.v13i2.9624

Mohamad Kany Legiawan, Muhamad Rifki Arisagas

引用次数: 0

Customer Segmentation Based on RFM Value on the Sale of Electronic Kopmen BMI Using K-Means Clustering Algorithm 基于K-Means聚类算法的电子Kopmen BMI销售RFM值的客户细分

JURNAL SISFOTEK GLOBAL Pub Date : 2023-09-30 DOI: 10.38101/sisfotek.v13i2.9693

Zainul Hakim, Detin Sofia, Annida Rosna Fadhilah

{"title":"Customer Segmentation Based on RFM Value on the Sale of Electronic Kopmen BMI Using K-Means Clustering Algorithm","authors":"Zainul Hakim, Detin Sofia, Annida Rosna Fadhilah","doi":"10.38101/sisfotek.v13i2.9693","DOIUrl":"https://doi.org/10.38101/sisfotek.v13i2.9693","url":null,"abstract":"At present, the development of information technology is increasing rapidly. The need for information and data processing in various aspects of human life is critical, as well as customer data processing in BMI Consumer Cooperatives. This situation can impact information providers in an organization or company that requires fast, precise, and accurate data processing. The customer segmentation clustering system at the BMI Consumer Cooperative has yet to be implemented. A K-means clustering system is needed to increase customer loyalty, which can simplify the process of grouping customer segmentation. In this thesis, researchers use a descriptive method as a research methodology, which is used to get an overview and explanation of the state of the research object based on facts. As for the data collection method, researchers used interviews, observation, and literature study. In developing the system, researchers use prototyping. The customer segmentation information system application prototype describes the implementation of Astah's UML (Unified Modeling Language) and program planning used by Python. The conclusion of this prototype application can make it easier for managers to get information about customer segmentation data.","PeriodicalId":378682,"journal":{"name":"JURNAL SISFOTEK GLOBAL","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136344256","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

Application of the AHP-TOPSIS Method As Best Employee Decision Support System AHP-TOPSIS方法在最佳员工决策支持系统中的应用

JURNAL SISFOTEK GLOBAL Pub Date : 2023-09-30 DOI: 10.38101/sisfotek.v13i2.9712

Nunung Nurmaesah, Detin Sofia, Savitri Octavia

引用次数: 0

Utilizing Machine Learning For Identifying Potential Beneficiaries of Family Hope Program 利用机器学习识别家庭希望计划的潜在受益者

JURNAL SISFOTEK GLOBAL Pub Date : 2023-09-30 DOI: 10.38101/sisfotek.v13i2.9718

Muhammad Abdurrohim, Lena Magdalena, Muhammad Hatta

引用次数: 0

Analysis Sentiment of Twitter User on Indonesia's 2024 Presidential Election Using K-Means Algorithm 用K-Means算法分析Twitter用户对印尼2024年总统选举的情绪

JURNAL SISFOTEK GLOBAL Pub Date : 2023-09-30 DOI: 10.38101/sisfotek.v13i2.9609

Leny Tritanto Ningrum, Dwi Rahmiyati

{"title":"Analysis Sentiment of Twitter User on Indonesia's 2024 Presidential Election Using K-Means Algorithm","authors":"Leny Tritanto Ningrum, Dwi Rahmiyati","doi":"10.38101/sisfotek.v13i2.9609","DOIUrl":"https://doi.org/10.38101/sisfotek.v13i2.9609","url":null,"abstract":"The General Election is a five-year agenda of the Indonesian people in order to fulfill the political rights of every citizen for the election of the president and the legislature. In every election, especially during the campaign period, differences of opinion often occur between certain groups or factions, this often creates an atmosphere of political uproar in various parts of Indonesia. The purpose of this study is to see the level of sentiment of social media users towards the implementation of elections in Indonesia so as to minimize political upheaval that occurs in society during the elections to be held in 2024. The data that will be used in this research is data on Twitter users who have large volumes and are taken from all regions of Indonesia. To suit the data model used, this study will use the data mining method with the K-Means algorithm. The results of this study show the percentage level of public sentiment of Twitter users towards the 2024 election and presidential election. Public sentiment is positive, neutral and negative. Based on these results, it can provide input to the government so that it can make appropriate policies ahead of elections and presidential elections so as to create a peaceful atmosphere.","PeriodicalId":378682,"journal":{"name":"JURNAL SISFOTEK GLOBAL","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136344400","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

Prototype of the MPSO (Modified Dimension Particle Swarm Optimization) Algorithm Method in Searching for Computer Equipment Data inventory 计算机设备数据库存搜索的MPSO算法原型

JURNAL SISFOTEK GLOBAL Pub Date : 2023-09-30 DOI: 10.38101/sisfotek.v13i2.9608

Nasril Sany, Ari Asmawati, Syafnidawati Syafnidawati

引用次数: 0