BERKALA SAINSTEK最新文献_第4页

Classification of Cardiovascular Disease Gene Data Using Discriminant Analysis and Support Vector Machine (SVM) 基于判别分析和支持向量机的心血管疾病基因数据分类

BERKALA SAINSTEK Pub Date : 2022-10-04 DOI: 10.19184/bst.v10i3.22259

Rizky Prayogo, D. Anggraeni, A. F. Hadi

{"title":"Classification of Cardiovascular Disease Gene Data Using Discriminant Analysis and Support Vector Machine (SVM)","authors":"Rizky Prayogo, D. Anggraeni, A. F. Hadi","doi":"10.19184/bst.v10i3.22259","DOIUrl":"https://doi.org/10.19184/bst.v10i3.22259","url":null,"abstract":"Cardiovascular disease is a disease caused by impaired function of the heart and blood vessels. This disease is caused by many factors, one of which is genetics, while the causes are age, gender, and family history. In this study, classification of 62 individuals with normal response and cardiovascular disease was carried out. Discriminant Analysis (AD) is a method that classifies data into two or more groups based on several variables where data that has been entered into one group will not be included in another group. The Support Vector Machine (SVM) performs classification by building an N-dimensional hyperplane that optimally separates data into two categories in the input space. Furthermore, AD and SVM will be compared to get which method has the best accuracy, after that it will be added to clustering using k-means and k-means kernels to improve the accuracy of each method. The results of this study are AD and SVM have accuracy values of 83.33% and 91.66%, for AD and SVM which are subjected to k-means have accuracy values of 91.66 % and 91.66 %, and for AD and SVM subjected to k-means kernel has an accuracy value of 100 % and 100 %.","PeriodicalId":353803,"journal":{"name":"BERKALA SAINSTEK","volume":"245 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134399741","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

The The Effect of Simplicia Drying Method on the Acquisition of Active Compound Levels of Grinting Grass Simplicia Extract (Cynodon dactylon (L.) Pers.) 单纯草干燥方法对磨草单纯草提取液中有效化合物含量的影响珀耳斯)。

BERKALA SAINSTEK Pub Date : 2022-10-04 DOI: 10.19184/bst.v10i3.32309

Ratna Mustika Yasi, Restiani Sih Harsanti, T. Larasati

引用次数: 0

Effect of Temperature Variations on Elevated Temperature Curing Method Towards Modulus of Elasticity and Compressive Strength of Normal Concrete With Additional Accelerator 温度变化对添加促进剂的普通混凝土弹性模量和抗压强度的影响

BERKALA SAINSTEK Pub Date : 2022-10-04 DOI: 10.19184/bst.v10i3.29078

Cierio Yuhanata, Dwi Nurtanto, Nanin Meyfa Utami

{"title":"Effect of Temperature Variations on Elevated Temperature Curing Method Towards Modulus of Elasticity and Compressive Strength of Normal Concrete With Additional Accelerator","authors":"Cierio Yuhanata, Dwi Nurtanto, Nanin Meyfa Utami","doi":"10.19184/bst.v10i3.29078","DOIUrl":"https://doi.org/10.19184/bst.v10i3.29078","url":null,"abstract":"Developments in modern times have grown rapidly, this can be seen from the rapid development. Along with the increasing scale of development in the world of construction, more and more concrete is needed effectively, practically, and in the future. The strength of concrete is strongly influenced by the quality of the materials, admixtures, the working process, and the curing of the concrete. Concrete with the addition of an accelerator has higher compressive strength, this is due to the accelerator reaction which can accelerate the binding process and the development of the initial compressive strength of the concrete. Concrete with direct immersion treatment has large compressive strength. There are several methods of treating concrete, including watering and high temperature. This study used a fixed accelerator proportion of 3 % of the weight of cement with a test time of 7 and 28 days. The treatment method used is open space, immersion, high temperature at temperatures of 25 ºC, 30 ºC, 35 ºC, 40 ºC and 45 ºC. From the results of the research, there are differences in characteristics between normal concrete and concrete with the addition of an accelerator. Concrete with a high-temperature treatment method at a temperature of 45 ºC produces the highest strong pressure. This is caused by the higher the treatment temperature, the higher the rate of hydration process that affects the compressive strength of the concrete.","PeriodicalId":353803,"journal":{"name":"BERKALA SAINSTEK","volume":"30 4","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121010419","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

Tree Ferns of C. contaminans and C. orientalis from Biosite Erek-erek Geoforest of Ijen Geopark, Banyuwangi Banyuwangi Ijen地质公园Erek-erek地质森林中C.污染和C. orientalis的桫椤类

BERKALA SAINSTEK Pub Date : 2022-10-04 DOI: 10.19184/bst.v10i3.31738

Fuad bahrul Ulum, D. Setyati

引用次数: 0

Extraction and Characterization of Fe2O3 from Red Mud PT. Indonesia Chemical Alumina West Kalimantan 西加里曼丹印尼化工氧化铝赤泥中Fe2O3的提取及表征

BERKALA SAINSTEK Pub Date : 2022-10-04 DOI: 10.19184/bst.v10i3.30252

Indi Rizki Wahyinto, A. B. Aritonang, T. A. Zaharah

引用次数: 0

On The Modification of Chaos Game Rules on A Square 论A方格上混沌博弈规则的修正

BERKALA SAINSTEK Pub Date : 2022-10-04 DOI: 10.19184/bst.v10i3.24183

K. D. Purnomo, Anindita Setya Mawarni, Firdaus Ubaidillah

引用次数: 0

Fuzzy Employee Placement Suitability Assessment using Mamdani Fuzzy Method 基于Mamdani模糊法的模糊员工安置适宜性评价

BERKALA SAINSTEK Pub Date : 2022-06-30 DOI: 10.19184/bst.v10i2.30280

Renny Afriany, R. Sinaga, S. Samsinar

引用次数: 0

The Quality of Pedestrian Based on Pedestrian Environment Quality Index (PEQI) Standards in the Cultural Heritage Area of Tunjungan Street Surabaya 基于行人环境质量指数(PEQI)标准的泗水屯君干街文化遗产区行人质量

BERKALA SAINSTEK Pub Date : 2022-06-29 DOI: 10.19184/bst.v10i2.28408

Khoudiy Iffiyah, E. Santoso, R. P. Setiawan

{"title":"The Quality of Pedestrian Based on Pedestrian Environment Quality Index (PEQI) Standards in the Cultural Heritage Area of Tunjungan Street Surabaya","authors":"Khoudiy Iffiyah, E. Santoso, R. P. Setiawan","doi":"10.19184/bst.v10i2.28408","DOIUrl":"https://doi.org/10.19184/bst.v10i2.28408","url":null,"abstract":"Tunjungan Street is one of the historical tourist destinations and one of the Cultural Conservation Areas in Surabaya. The use of pedestrian in Tunjungan Street is classified as high because it is a downtown area with various activities and its use as a pathway to access Cultural Conservation buildings. Many visitors use the pedestrian as an area to enjoy the Cultural Conservation building while walking along Jalan Tunjungan or as a photo point with the Cultural Heritage building in the background. This study aims to analyze the quality of pedestrian to determine the feasibility of infrastructure and pedestrians so that they can be an indicator of the completeness of pedestrian facilities in the Tunjungan Street Cultural Heritage Area. In this study, the problems that exist in the existing condition of the pedestrian path are investigated and studied regarding the quality of the pedestrian. The method used in this study was a quantitative method by assessing the quality of the pedestrian and scoring based on the Pedestrian Environmental Quality Index (PEQI) standard on both pedestrian sections of Jalan Tunjungan. This study indicates that the pedestrian in the Cultural Heritage Area of Jalan Tunjungan Surabaya meets the basic quality according to the calculation of the PEQI index with a total score of 60.77. This means that the pedestrian in the Cultural Heritage Area of Jalan Tunjungan Surabaya is suitable for use as a pedestrian that pays attention to the safety of road users for all. However, improving the quality of the pedestrian path to a reasonable rate will be better so that visitors can enjoy the pedestrian path facilities more appropriately and become the main attraction for visitors and become the pride of the people around the Cultural Conservation Area.","PeriodicalId":353803,"journal":{"name":"BERKALA SAINSTEK","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-06-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130985929","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

Mobile Tracking Membership Application on PT. LP Expedition Denpasar 移动跟踪会员申请在PT. LP探险登巴萨

BERKALA SAINSTEK Pub Date : 2022-06-28 DOI: 10.19184/bst.v10i2.31172

I. G. A. A. M. Aristamy, Moh Alif Al Lukman

{"title":"Mobile Tracking Membership Application on PT. LP Expedition Denpasar","authors":"I. G. A. A. M. Aristamy, Moh Alif Al Lukman","doi":"10.19184/bst.v10i2.31172","DOIUrl":"https://doi.org/10.19184/bst.v10i2.31172","url":null,"abstract":"PT. LP is a company engaged in freight forwarding which currently has 3500 partners spread throughout Indonesia and one of them is in Denpasar City. Customers owned by PT. The prison located in Denpasar City currently has more than 200 people. However, because PT. LP has not utilized technology in its entire business process, causing several activities at PT. LP becomes ineffective and efficient. Customers are often confused when they want to use a pickup service and cannot find out where the package is sent, because there is no facility to track the status of the package. When the customer wants to pick up the packages, the customer must first confirm via WhatsApp to the admin, include the address where the packages are picked up and also if the customer wants to make a cashless payment, the customer must contact the admin to ask for an account number. In addition, whenever PT. LP held a promo, the information did not reach all customers. The purpose of this research is to provide a solution to these problems by building a membership tracking mobile application which will later be able to help PT. LP to simplify and speed up the process of pickup, tracking the packages, and payments. This study uses the waterfall method and chooses Android as the platform used. The results of this study are an Android-based mobile tracking application that has features of packages pickup, tracking of the packages to be picked up, providing information and promo notifications to customers, and payment features.","PeriodicalId":353803,"journal":{"name":"BERKALA SAINSTEK","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-06-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133481944","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

Information Technology Governance Audit at XYZ College Using COBIT Framework 2019 基于COBIT框架的XYZ学院信息技术治理审计

BERKALA SAINSTEK Pub Date : 2022-06-28 DOI: 10.19184/bst.v10i2.30325

S. Samsinar, R. Sinaga

{"title":"Information Technology Governance Audit at XYZ College Using COBIT Framework 2019","authors":"S. Samsinar, R. Sinaga","doi":"10.19184/bst.v10i2.30325","DOIUrl":"https://doi.org/10.19184/bst.v10i2.30325","url":null,"abstract":"Reliable and up-to-date information services are one of the parameters for the achievement of an organization's performance, including for a university, which is currently required to be able to adapt to technological advances to produce graduates who can master information technology to support the competence of their respective fields. The curriculum changes launched by the current government are also proof that the application of information technology in higher education is a must. Seeing this, universities have a difficult task, especially at the implementation stage of implementing information technology, because they must prepare not only infrastructure but also human resources who can develop good information system governance. Therefore it is necessary to carry out an IT governance audit. From the results of observations made, XYZ College has utilized information technology in academic services and other information services. However, it was found that information technology governance does not yet have a standard so that it is considered not to be able to meet the desired goals, and instead will cause various problems including uncontrolled operational costs and other problems. The purpose of this study is to measure the performance of information technology governance at XYZ College using the COBIT 2019 framework. Based on the results of an audit conducted from 7 EGIT components, namely processes, organizational structure, information flow and items, people skills and competencies, policies and procedures, culture, ethical behavior, and service infrastructure and application are on average at level 3, it can be concluded that the application of information technology has been running, the infrastructure is adequate but does not have good governance procedures or standards. It is recommended that XYZ Higher Education make standards for information technology governance as well as periodic evaluations of the use of all components of information technology, both software, hardware, and brainware.","PeriodicalId":353803,"journal":{"name":"BERKALA SAINSTEK","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-06-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126533899","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