Jurnal SAINTEKOM最新文献_第2页

Implementasi Data Mining Transaksi Penjualan Menggunakan Algoritma Clustering dengan Metode K-Means 利用聚均值算法执行销售交易

Jurnal SAINTEKOM Pub Date : 2023-03-31 DOI: 10.33020/saintekom.v13i1.402

Nur Afiasari, Nana Suarna, Nining Rahaningsi

{"title":"Implementasi Data Mining Transaksi Penjualan Menggunakan Algoritma Clustering dengan Metode K-Means","authors":"Nur Afiasari, Nana Suarna, Nining Rahaningsi","doi":"10.33020/saintekom.v13i1.402","DOIUrl":"https://doi.org/10.33020/saintekom.v13i1.402","url":null,"abstract":"The large number of products sold by the Bill Lights Store resulted in a stockpile of several product items due to the large supply of products that were less attractive to customers, resulting in many unsold and under-sold products. Bill Lights struggles with inventory levels of sold and unsold products, as well as shortages and overstocks. Bill Lights stores should rank each product so that they know which products are in the most demand. The purpose of this research is to solve the problem of using inventory information by grouping inventory products based on product characteristics using data mining techniques. The technique used is the K-Means algorithm method. K-Means algorithm clustering method and RapidMiner software processing. The data mining process starts with data processing (selection, cleaning, transformation, data mining and interpretation/evaluation). So if we start with a dataset of 160 products, we get cluster 0 with 88 products classified as sold, cluster 1 with 26 products classified as unsold, and cluster 2 with 46 fewer products classified as sold. The result of using the K-Means method is grouped into three clusters. To enable Bill Lights Store to implement sales and growth strategies based on products that are selling well.","PeriodicalId":359182,"journal":{"name":"Jurnal SAINTEKOM","volume":"89 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":"126501321","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

Prediksi Gagal Jantung Menggunakan Artificial Neural Network

Jurnal SAINTEKOM Pub Date : 2023-03-31 DOI: 10.33020/saintekom.v13i1.379

Simeon Yuda Prasetyo

引用次数: 0

Pengaruh Estetik Video Game terhadap Minat Gamer dengan Genre Survival

Jurnal SAINTEKOM Pub Date : 2023-03-31 DOI: 10.33020/saintekom.v13i1.350

Chayen Remington Huan, Diny Anggriani Adnas

{"title":"Pengaruh Estetik Video Game terhadap Minat Gamer dengan Genre Survival","authors":"Chayen Remington Huan, Diny Anggriani Adnas","doi":"10.33020/saintekom.v13i1.350","DOIUrl":"https://doi.org/10.33020/saintekom.v13i1.350","url":null,"abstract":"Video games have many genres and for this research, the author focuses on survival genre Video games. Video games with the survival genre give players freedom and try to survive in the world provided by the video game. Because players are free to explore in the video game, the visuals or graphics in the world in the video game will greatly affect the player's interest, but there are survival video games that have good visuals but don't have many interests like Fallalypse and Age of Survival where both video games have a Very Negative rating. However, there is one survival video game that doesn't have good visuals and only relies on unique gameplay but has a lot of interest and that video game is Minecraft. The purpose of this research is to find out the interest of players or gamers in video games in the survival genre. This study used quasi-experimental and qualitative methods on 14 participants with an age range of 18-26 years. After the quasi-experiments and qualitative were completed, the authors were able to receive one conclusion about gamers’ preference in survival video games, gamers prefer playing survival video games. which are not too realistic or similar to the real world in terms of difficulty, but gamers prefer to see visuals or graphics that are realistic or similar to the real world.","PeriodicalId":359182,"journal":{"name":"Jurnal SAINTEKOM","volume":"28 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":"126350102","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

Analisis Pengalaman Pengguna Game Visual Novel Asal Usul Kota Surabaya Menggunakan Metode Usability Testing 分析泗水市起源的视觉游戏用户体验体验

Jurnal SAINTEKOM Pub Date : 2023-03-31 DOI: 10.33020/saintekom.v13i1.386

Ashafidz Fauzan Dianta, Artiarini Kusuma Nurindiyani, Zakha Maisat Eka Darmawan

{"title":"Analisis Pengalaman Pengguna Game Visual Novel Asal Usul Kota Surabaya Menggunakan Metode Usability Testing","authors":"Ashafidz Fauzan Dianta, Artiarini Kusuma Nurindiyani, Zakha Maisat Eka Darmawan","doi":"10.33020/saintekom.v13i1.386","DOIUrl":"https://doi.org/10.33020/saintekom.v13i1.386","url":null,"abstract":"A visual novel game is a visual communication design product that integrates graphic design through visual styles, visual character designs, and narrative designs accompanied by interactive communicative story construction. Games with the best storytelling and the ability to communicate historical chronology and cultural facts are synonymous with visual novel games. In the previous study, the Visual Novel Folklore Game of the Origins of the City of Surabaya featured puzzle and dialogue mechanics to build a more interactive narrative with the user. In addition, there is a branching narrative where users can make decisions by choosing which point of view the user wants to play. Several stages in this study include data collection, usability testing, data analysis, and conclusion. The results of this user experience analysis research overview several usability aspects that should be concerned in the subsequent game development. The usability aspects tested are Learnability, Memorability, Efficiency, Error, and Satisfaction. Of the 114 respondents involved in this study, the highest average score was obtained for the satisfaction aspect, which was 4.17, while the lowest average score was for the error aspect, which was 3.83, the games is easy to play and get satisfying results in every aspect of usability, the games is easy to play and achieves satisfactory results in each usability parameter.","PeriodicalId":359182,"journal":{"name":"Jurnal SAINTEKOM","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":"116812941","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

Klasifikasi Performa Akademik Siswa Menggunakan Metode Decision Tree dan Naive Bayes 采用砍树方法和天真贝耶斯对学生的学术成绩进行分类

Jurnal SAINTEKOM Pub Date : 2023-03-31 DOI: 10.33020/saintekom.v13i1.349

Abdul Rahman

{"title":"Klasifikasi Performa Akademik Siswa Menggunakan Metode Decision Tree dan Naive Bayes","authors":"Abdul Rahman","doi":"10.33020/saintekom.v13i1.349","DOIUrl":"https://doi.org/10.33020/saintekom.v13i1.349","url":null,"abstract":"Getting good academic performance is the goal of the learning process carried out by the education office under the auspices of the Ministry of Education and supervised by the government. Governments that want to be successful in educating students should pay attention to their new generation because they are the future successors of the nation. Students of all levels are the benchmark for a country's success. Therefore, it is necessary to know the student's academic performance from an early age, in order to get special treatment related to the student's learning achievement. In this study, the academic achievement of students from various levels of education such as elementary, middle, and high schools was tried to be determined by applying various data mining classification methods such as Decision Tree and Naive Bayes. This data grouping is open where the data can be accessed easily and can be used in future research. The data grouping is divided into 3 categories, namely Low (L), Medium (M) and High (H). From the results of the dataset trial, it shows that the highest classification accuracy is Decision Tree of 83.89% and Naive Bayes of 85.97%. Thus the Naïve Bayes method is more accurate in grouping students' academic performance data. The results of this study will be used to create a student grouping system based on student learning performance using the appropriate algorithm. So that his contribution later when creating the application system for the formation of study groups can use the Naïve Bayes method.","PeriodicalId":359182,"journal":{"name":"Jurnal SAINTEKOM","volume":"1 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":"131316123","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

Kontrol Suhu dan Pakan Burayak Ikan Cupang Menggunakan PLC Zelio Sr3b261bd dan NodeMCU ESP8266 温度控制和饲料吻鱼饲料使用PLC Zelio Sr3b261bd和NodeMCU ESP8266

Jurnal SAINTEKOM Pub Date : 2023-03-31 DOI: 10.33020/saintekom.v13i1.348

Sri Kusumastuti, S. Suryono, Adi Wisaksono, S. Supriyati, Vinda Setya Kartika

引用次数: 0

Rekomendasi Kelayakan Penerima Kredit Menggunakan Metode TOPSIS dengan Pembobotan ROC 信贷接受者使用TOPSIS方法破解大鹏

Jurnal SAINTEKOM Pub Date : 2023-03-31 DOI: 10.33020/saintekom.v13i1.376

Dian Nur Sholihaningtias

{"title":"Rekomendasi Kelayakan Penerima Kredit Menggunakan Metode TOPSIS dengan Pembobotan ROC","authors":"Dian Nur Sholihaningtias","doi":"10.33020/saintekom.v13i1.376","DOIUrl":"https://doi.org/10.33020/saintekom.v13i1.376","url":null,"abstract":"The process of applying for credit (loan funds) by customers is one of the many forms of service at the Bank. To approve credit applications, the bank, especially the credit manager, must carry out a complex assessment in accordance with the standard requirements that apply to the bank, this is due to minimizing the risk of bad credit because customers cannot make installment payments in the future. Due to the complexity of the considerations in determining the eligibility of customers who apply for credit, limited employees (labor) and also the evaluation process that is still done manually so it takes a long time, so to overcome these problems, we need a system that can provide recommendations for customer decisions that are acceptable. in applying for credit using a decision support system method, one of which is used in this study is the Technique For Others Reference by Similarity to Ideal Solution (TOPSIS) method with the weighting Rank Order Centroid (ROC) method. The criteria used in this appraisal process include the price of the vehicle, down payment (DP), income, customer character and housing status. Based on the calculation results according to predetermined criteria, the highest value is 0,86 and the lowest value is 0,10.","PeriodicalId":359182,"journal":{"name":"Jurnal SAINTEKOM","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":"115369422","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

Penerapan Data Mining untuk Klasifikasi Penyakit Stroke Menggunakan Algoritma Naïve Bayes

Jurnal SAINTEKOM Pub Date : 2023-03-31 DOI: 10.33020/saintekom.v13i1.352

Agus Fajar Riany, Gusmelia Testiana

引用次数: 1

SISTEM PAKAR DIAGNOSIS HAMA DAN PENYAKIT PADA TANAMAN KANGKUNG MENGGUNAKAN METODE FORWARD CHAINING 康孔植物病理诊断系统使用前链法

Jurnal SAINTEKOM Pub Date : 2022-09-30 DOI: 10.33020/saintekom.v12i2.321

Pradana Ananda Raharja, Amalia Beladinna Arifa, Iffan Ahmad Nasrulloh

引用次数: 0

PENGEMBANGAN GAME 2D PLATFORMER “VIRUS MUST DIE” BERBASIS ANDROID MENGGUNAKAN UNITY 彭邦安游戏2d平台游戏《病毒必死》基于android梦古那坎统一

Jurnal SAINTEKOM Pub Date : 2022-09-30 DOI: 10.33020/saintekom.v12i2.340

Dimas Prayoga, Lili Rusdiana, Fenroy Yedithia

引用次数: 0