The number of students at tertiary and domestic universities rises as a result of evolving educational practices.However, in several Indonesian universities, this development has not been matched by an equalization of the course digitization system that can form soft skills and hard skills. As a result, there are gaps for instructors and students who want to form skills in these areas. Education Smart Courses (E-Scores) can solve the issues in education that arise when courses are gamified by developing a platform using sophisticated blockchain technology.The business model method of CANVA and TKT was then used in this study to systematically measure technological development.The advantages of Education Smart Courses (E-Scores), Blockchain-based innovations that academics can easily access, and gamification in educational courses, with the hope that prototypes will become more valuable and be developed in order to be able to provide better change.
{"title":"Education 4.0: Online Learning Management Using Education Smart Courses","authors":"Silpha Mehta, L. Magdalena","doi":"10.34306/itsdi.v4i1.572","DOIUrl":"https://doi.org/10.34306/itsdi.v4i1.572","url":null,"abstract":"The number of students at tertiary and domestic universities rises as a result of evolving educational practices.However, in several Indonesian universities, this development has not been matched by an equalization of the course digitization system that can form soft skills and hard skills. As a result, there are gaps for instructors and students who want to form skills in these areas. Education Smart Courses (E-Scores) can solve the issues in education that arise when courses are gamified by developing a platform using sophisticated blockchain technology.The business model method of CANVA and TKT was then used in this study to systematically measure technological development.The advantages of Education Smart Courses (E-Scores), Blockchain-based innovations that academics can easily access, and gamification in educational courses, with the hope that prototypes will become more valuable and be developed in order to be able to provide better change.","PeriodicalId":151610,"journal":{"name":"IAIC Transactions on Sustainable Digital Innovation (ITSDI)","volume":"67 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131474028","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}
In light of the digitalization era, the purpose of this study is to provide an overview of the significance of increasing self-innovation and creativity.The population of the research location at Universities is 115 sixth-semester IT entrepreneurship students. Using the sampling technique, 78 students make up the sample.This study employs descriptive analysis.The researcher used a structured interview technique in which several questions served as a guide for the interview.Structured and non-participant observation is the method of observation used.Observed aspects and structured observations are:The capacity of students to produce something novel and distinct (the capacity to produce the novel and distinct), their capacity for creative problem-solving, and their comprehension of IT business.While this was going on, non-participant observation was done by looking at blogs, Instagram, and other social media platforms that students used to complete assignments.According to the findings of the interviews and the observations that were made, respondents were aware of the current digital economy era, in which traditional methods are being replaced by modern ones made possible by technology.In addition, respondents are able to evaluate the competencies that are required to compete in the digital economy era as well as future opportunities and challenges.
{"title":"Entrepreneurship in Information Technology as a Method for Improving Student Creativity in the Digital Economy","authors":"Bhupesh Rawat, Dwiki Maulidditya","doi":"10.34306/itsdi.v4i1.568","DOIUrl":"https://doi.org/10.34306/itsdi.v4i1.568","url":null,"abstract":"In light of the digitalization era, the purpose of this study is to provide an overview of the significance of increasing self-innovation and creativity.The population of the research location at Universities is 115 sixth-semester IT entrepreneurship students. Using the sampling technique, 78 students make up the sample.This study employs descriptive analysis.The researcher used a structured interview technique in which several questions served as a guide for the interview.Structured and non-participant observation is the method of observation used.Observed aspects and structured observations are:The capacity of students to produce something novel and distinct (the capacity to produce the novel and distinct), their capacity for creative problem-solving, and their comprehension of IT business.While this was going on, non-participant observation was done by looking at blogs, Instagram, and other social media platforms that students used to complete assignments.According to the findings of the interviews and the observations that were made, respondents were aware of the current digital economy era, in which traditional methods are being replaced by modern ones made possible by technology.In addition, respondents are able to evaluate the competencies that are required to compete in the digital economy era as well as future opportunities and challenges.","PeriodicalId":151610,"journal":{"name":"IAIC Transactions on Sustainable Digital Innovation (ITSDI)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132240838","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}
Sri Dewi Sugiyanti, Riya Widayanti, M. B. Ulum, Gerry Firmansyah, Anik Hanifa Azizah
Teachers are one of the main components in the world of education where they have a role in improving the quality of education. Where the quality of this education can be seen from the quality of teachers, but the quality of teachers is not only determined by the way of teaching and learning in the classroom, therefore it is necessary to conduct an assessment of teacher performance to measure the duties and responsibilities and obligations of each teacher. So to make it easier to analyze data and see the quality of teachers, a dashboard is designed to monitor teacher performance assessments that have been set by Cinta Kasih Tzu Chi High School based on document studies and interviews with school principals. Dashboard is one solution to present data in the form of visualization which is considered to provide clarity of information to be conveyed. This dashboard design uses a user centric method to describe the end-user design process that influences how a design is formed by utilizing Google Data Studio which will present information based on key performance indicators in graphic form to make it more interactive and easy to understand.
教师是教育界的主要组成部分之一，他们在提高教育质量方面发挥着作用。这种教育的好坏可以从教师的素质上看出来，但教师的素质不仅仅是由课堂上的教与学的方式来决定的，因此有必要对教师的绩效进行评估，以衡量每个教师的职责和义务。因此，为了更容易分析数据和了解教师的素质，我们设计了一个仪表板来监控Cinta Kasih慈济高中根据文献研究和对校长的采访而制定的教师绩效评估。仪表板是一种以可视化形式呈现数据的解决方案，它被认为提供了要传达的信息的清晰度。这个仪表板设计使用以用户为中心的方法来描述最终用户的设计过程，该过程影响了如何利用Google Data Studio来形成设计，它将以图形形式呈现基于关键性能指标的信息，使其更具互动性和易于理解。
{"title":"Design Dashboard Monitoring Teacher Performance Assessment at Cinta Kasih Tzu Chi High School","authors":"Sri Dewi Sugiyanti, Riya Widayanti, M. B. Ulum, Gerry Firmansyah, Anik Hanifa Azizah","doi":"10.34306/itsdi.v4i1.569","DOIUrl":"https://doi.org/10.34306/itsdi.v4i1.569","url":null,"abstract":"Teachers are one of the main components in the world of education where they have a role in improving the quality of education. Where the quality of this education can be seen from the quality of teachers, but the quality of teachers is not only determined by the way of teaching and learning in the classroom, therefore it is necessary to conduct an assessment of teacher performance to measure the duties and responsibilities and obligations of each teacher. So to make it easier to analyze data and see the quality of teachers, a dashboard is designed to monitor teacher performance assessments that have been set by Cinta Kasih Tzu Chi High School based on document studies and interviews with school principals. Dashboard is one solution to present data in the form of visualization which is considered to provide clarity of information to be conveyed. This dashboard design uses a user centric method to describe the end-user design process that influences how a design is formed by utilizing Google Data Studio which will present information based on key performance indicators in graphic form to make it more interactive and easy to understand.","PeriodicalId":151610,"journal":{"name":"IAIC Transactions on Sustainable Digital Innovation (ITSDI)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129974814","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}
Heart rate and oxygen saturation is a tool designed to measure heart rate, oxygen level, and body temperature without any contact with the human body. It is mainly used to assess primary health conditions. Symptoms resulting from a heartbeat are abnormal conditions of tachycardia and bradycardia. Symptoms caused by oxygen levels are ARI and asthma, an irregular breathing condition. Symptoms of an abnormal heart rate and oxygen saturation may indicate disease. Therefore, we created a web-based heart rate and oxygen saturation monitoring system for this study. IoT (Internet of Things) is used to manufacture this tool. This tool is programmed with sensors such as the AMG8833 sensor, the MAX30102 sensor, and the ESP32 microcontroller as a data processor, and the data is sent via a Wi-Fi connection to be read from the sensor. Wirelessly to your website in real-time. The website displays sensor data sent wirelessly from the microcontroller and then stored in a web server database. This data collection or monitoring system makes it easier for us, especially medical personnel, to check the health and analyze the results of data stored in our web server database.
{"title":"Web-Based Temperature, Oxygen Saturation, and Heart Rate Monitoring System","authors":"Yuli Yessy Richa Rachmawati, Yulia Putri Ayu Sanjaya, Stevany Edilia","doi":"10.34306/itsdi.v4i1.567","DOIUrl":"https://doi.org/10.34306/itsdi.v4i1.567","url":null,"abstract":"Heart rate and oxygen saturation is a tool designed to measure heart rate, oxygen level, and body temperature without any contact with the human body. It is mainly used to assess primary health conditions. Symptoms resulting from a heartbeat are abnormal conditions of tachycardia and bradycardia. Symptoms caused by oxygen levels are ARI and asthma, an irregular breathing condition. Symptoms of an abnormal heart rate and oxygen saturation may indicate disease. Therefore, we created a web-based heart rate and oxygen saturation monitoring system for this study. IoT (Internet of Things) is used to manufacture this tool. This tool is programmed with sensors such as the AMG8833 sensor, the MAX30102 sensor, and the ESP32 microcontroller as a data processor, and the data is sent via a Wi-Fi connection to be read from the sensor. Wirelessly to your website in real-time. The website displays sensor data sent wirelessly from the microcontroller and then stored in a web server database. This data collection or monitoring system makes it easier for us, especially medical personnel, to check the health and analyze the results of data stored in our web server database.","PeriodicalId":151610,"journal":{"name":"IAIC Transactions on Sustainable Digital Innovation (ITSDI)","volume":"46 8","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132148286","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}
Many industries and universities are interested in blockchain technology, which is a growing field of interest. The Digital Data Storage System (DDS) consists of many servers (multi-server). Blockchain technology allows data to be copied and authenticated across servers. Many people believe that blockchain is only used for cryptocurrencies, but that's not entirely correct. Bitcoin, one of the most well-known cryptocurrencies, heavily relies on the technology. However, in reality, the use of blockchain is not limited to cryptocurrencies. One way that blockchain technology can be used is for data processing in universities. In this study, the author looks at how it can be used to improve student records, document transactions, and more.The research method used in this study is the "literature review" method.
许多行业和大学都对区块链技术感兴趣，这是一个越来越受关注的领域。DDS (Digital Data Storage System)由多台服务器组成。区块链技术允许跨服务器复制和验证数据。许多人认为区块链只用于加密货币，但这并不完全正确。比特币是最知名的加密货币之一，严重依赖于这项技术。然而，在现实中，区块链的使用并不仅限于加密货币。区块链技术可以用于大学的数据处理。在这项研究中，作者着眼于如何使用它来改善学生记录、文件交易等。本研究采用的研究方法是“文献回顾”法。
{"title":"Blockchain Technology as Authenticated System for Smart Universities","authors":"Lee Kyung Choi, P. A. Sunarya, Muhammad Fakhrezzy","doi":"10.34306/itsdi.v4i1.570","DOIUrl":"https://doi.org/10.34306/itsdi.v4i1.570","url":null,"abstract":"Many industries and universities are interested in blockchain technology, which is a growing field of interest. The Digital Data Storage System (DDS) consists of many servers (multi-server). Blockchain technology allows data to be copied and authenticated across servers. Many people believe that blockchain is only used for cryptocurrencies, but that's not entirely correct. Bitcoin, one of the most well-known cryptocurrencies, heavily relies on the technology. However, in reality, the use of blockchain is not limited to cryptocurrencies. One way that blockchain technology can be used is for data processing in universities. In this study, the author looks at how it can be used to improve student records, document transactions, and more.The research method used in this study is the \"literature review\" method.","PeriodicalId":151610,"journal":{"name":"IAIC Transactions on Sustainable Digital Innovation (ITSDI)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121736435","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}
Over time, there haven't been many significant challenges to the higher education model. Even if the organization of lectures and learning experiences has changed due to the incorporation of increasingly sophisticated technologies, study themes are still evolving. The work being given here is an analysis of blockchain technology and its potential applications in the field of education, with a focus on the potential for upending the current value chain of academic institutions. Institutions act as central authority for providing and approving student knowledge as well as as a bridge between professors and those who would benefit from it (students). The main advancement of blockchain technology is the unbreakable digital transaction ledger, which can record almost any type of value exchange. They open up new possibilities when paired with other cutting-edge technologies like the internet of things and big data. They provide new opportunities for the decentralized sharing of education and the recording of knowledge and skills when paired with other cutting-edge technologies, such as the internet of things and big data. The end results include a thorough examination of the advancement of blockchain technology for educational purposes and a forecast of potential disruptions for educational institutions. There are currently apps targeted at decentralizing educational institutions using blockchain technology, which is developing at an ever-increasing rate. In the interim, a wider group of adepts continue to adopt the technique.
{"title":"Blockchain Education: as a Challenge in the Academic Digitalization of Higher Education","authors":"U. Rahardja","doi":"10.34306/itsdi.v4i1.571","DOIUrl":"https://doi.org/10.34306/itsdi.v4i1.571","url":null,"abstract":"Over time, there haven't been many significant challenges to the higher education model. Even if the organization of lectures and learning experiences has changed due to the incorporation of increasingly sophisticated technologies, study themes are still evolving. The work being given here is an analysis of blockchain technology and its potential applications in the field of education, with a focus on the potential for upending the current value chain of academic institutions. Institutions act as central authority for providing and approving student knowledge as well as as a bridge between professors and those who would benefit from it (students). The main advancement of blockchain technology is the unbreakable digital transaction ledger, which can record almost any type of value exchange. They open up new possibilities when paired with other cutting-edge technologies like the internet of things and big data. They provide new opportunities for the decentralized sharing of education and the recording of knowledge and skills when paired with other cutting-edge technologies, such as the internet of things and big data. The end results include a thorough examination of the advancement of blockchain technology for educational purposes and a forecast of potential disruptions for educational institutions. There are currently apps targeted at decentralizing educational institutions using blockchain technology, which is developing at an ever-increasing rate. In the interim, a wider group of adepts continue to adopt the technique.","PeriodicalId":151610,"journal":{"name":"IAIC Transactions on Sustainable Digital Innovation (ITSDI)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127992196","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}
Dr SB Goyal, Eka Purnama Harahap, Nesti Anggraini Santoso
It is widely expected that Indonesian banks will significantly improve their services to reach a broader range of customers, especially those in the 3T region. However, only a tiny percentage of the contacts to companies in the 3T region is made by Indonesian banks. In the face of this issue, he prepares and conducts his SWOT analysis of FinTech policies to improve Indonesian banking services, especially by extending their offerings to a more significant segment of Indonesian society. Stakeholders in the banking industry can better understand the importance of good bank governance based on fear of God and respect for others when managing internal and external assets encompassing all banking aspects. This study explores relevant banking literature to learn more about the SWOT (Strengths, Weaknesses, Opportunities and Threats) of implemented financial techniques on the quality of banking services in Indonesia in the digital age
{"title":"Analysis of Financial Technology Implementation on The Quality Of Banking Services in Indonesia: SWOT Analysis","authors":"Dr SB Goyal, Eka Purnama Harahap, Nesti Anggraini Santoso","doi":"10.34306/itsdi.v4i1.573","DOIUrl":"https://doi.org/10.34306/itsdi.v4i1.573","url":null,"abstract":"It is widely expected that Indonesian banks will significantly improve their services to reach a broader range of customers, especially those in the 3T region. However, only a tiny percentage of the contacts to companies in the 3T region is made by Indonesian banks. In the face of this issue, he prepares and conducts his SWOT analysis of FinTech policies to improve Indonesian banking services, especially by extending their offerings to a more significant segment of Indonesian society. Stakeholders in the banking industry can better understand the importance of good bank governance based on fear of God and respect for others when managing internal and external assets encompassing all banking aspects. This study explores relevant banking literature to learn more about the SWOT (Strengths, Weaknesses, Opportunities and Threats) of implemented financial techniques on the quality of banking services in Indonesia in the digital age","PeriodicalId":151610,"journal":{"name":"IAIC Transactions on Sustainable Digital Innovation (ITSDI)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115460098","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}
Adwita Fernanda, Abid Renata Fadri Geovanni, M. Huda
From children to adults, everyone enjoys playing online games as a form of entertainment. Online games have a more popular market because they can meet other players worldwide connected to the internet. NPCs (players controlled by a computer system) are also available in online games as player substitutes or for skill practice. As a result, we have been interacting with artificial intelligence in the competition and our environment without realizing it. The game's AI (Artificial Intelligent) can offer an experience similar to playing with other players. Artificial intelligence may always influence online games, whether to replace opponents or choose the game's plot. First Person Shooter (FPS) game Valorant was made available for free on the Windows platform by Riot Games. With a CS: GO-like concept (Counter Strike Global Offensive). The amount of money you have available for each round must be calculated at the equipment purchasing phase to produce effective gaming equipment. The Greedy Algorithm is one of the algorithms that can be used to choose the equipment for the money/cred owned. This algorithm will select the most expensive item the player can buy each round so that the player's chances of winning that round increase.
{"title":"Application of Artificial Intelligence to the Development of Playing Ability in the Valorant Game","authors":"Adwita Fernanda, Abid Renata Fadri Geovanni, M. Huda","doi":"10.34306/itsdi.v4i1.566","DOIUrl":"https://doi.org/10.34306/itsdi.v4i1.566","url":null,"abstract":" From children to adults, everyone enjoys playing online games as a form of entertainment. Online games have a more popular market because they can meet other players worldwide connected to the internet. NPCs (players controlled by a computer system) are also available in online games as player substitutes or for skill practice. As a result, we have been interacting with artificial intelligence in the competition and our environment without realizing it. The game's AI (Artificial Intelligent) can offer an experience similar to playing with other players. Artificial intelligence may always influence online games, whether to replace opponents or choose the game's plot. First Person Shooter (FPS) game Valorant was made available for free on the Windows platform by Riot Games. With a CS: GO-like concept (Counter Strike Global Offensive). The amount of money you have available for each round must be calculated at the equipment purchasing phase to produce effective gaming equipment. The Greedy Algorithm is one of the algorithms that can be used to choose the equipment for the money/cred owned. This algorithm will select the most expensive item the player can buy each round so that the player's chances of winning that round increase.","PeriodicalId":151610,"journal":{"name":"IAIC Transactions on Sustainable Digital Innovation (ITSDI)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130610250","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}
This study aims to examine and examine the effect of transformational Leadership on employee performance through job satisfaction and organizational commitment. Transformational Leadership is an exogenous variable, Employee Performance as an endogenous variable, and Organizational Commitment and Job Satisfaction are mediating variables. This research was conducted on leaders and employees in food & beverage companies found in Jakarta. The background of this research is the leadership style in empowering employees, which aims to improve the quality of professionalism and performance of employees in carrying out their duties and functions optimally. Things that must be considered in food & beverage companies such as Transformational Leadership, Employee Performance, Organizational Commitment, and Job Satisfaction. This study uses samples taken by purposive sampling method, using the Hair calculation method for as many as 135 respondents. The analytical method used is the Structural Equation Model (SEM), and uses Partial Least Square (PLS) to test the strength of direct and indirect relationships between various variables. The results of this study indicate that Transformational Leadership affects Job Satisfaction, Transformational Leadership has an effect on Organizational Commitment, Transformational Leadership has an effect on Employee Performance, Job Satisfaction has an impact on Employee Performance, Organizational Commitment has an effect on Employee Performance, Transformational Leadership has an effect on Employee Performance through Job Satisfaction, Transformational Leadership has an impact on Employee Performance through Organizational Commitment.
{"title":"The Effect of Transformational Leadership on Employee Performance Through Job Satisfaction and Organizational Commitment","authors":"Nastavia Putri, Lista Meria","doi":"10.34306/itsdi.v4i1.565","DOIUrl":"https://doi.org/10.34306/itsdi.v4i1.565","url":null,"abstract":"This study aims to examine and examine the effect of transformational Leadership on employee performance through job satisfaction and organizational commitment. Transformational Leadership is an exogenous variable, Employee Performance as an endogenous variable, and Organizational Commitment and Job Satisfaction are mediating variables. This research was conducted on leaders and employees in food & beverage companies found in Jakarta. The background of this research is the leadership style in empowering employees, which aims to improve the quality of professionalism and performance of employees in carrying out their duties and functions optimally. Things that must be considered in food & beverage companies such as Transformational Leadership, Employee Performance, Organizational Commitment, and Job Satisfaction. This study uses samples taken by purposive sampling method, using the Hair calculation method for as many as 135 respondents. The analytical method used is the Structural Equation Model (SEM), and uses Partial Least Square (PLS) to test the strength of direct and indirect relationships between various variables. The results of this study indicate that Transformational Leadership affects Job Satisfaction, Transformational Leadership has an effect on Organizational Commitment, Transformational Leadership has an effect on Employee Performance, Job Satisfaction has an impact on Employee Performance, Organizational Commitment has an effect on Employee Performance, Transformational Leadership has an effect on Employee Performance through Job Satisfaction, Transformational Leadership has an impact on Employee Performance through Organizational Commitment.","PeriodicalId":151610,"journal":{"name":"IAIC Transactions on Sustainable Digital Innovation (ITSDI)","volume":"96 12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130362701","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}
Adyanata Lubis, Isdaryanto Iskandar, MM Lanny W Panjaitan
Road damage that occurs on several road surfaces causes huge losses, especially for road users such as travel time, congestion, accidents and others , so it is necessary to assess the level of road damage. At this time, problems in determining the level of road damage such as detecting cracks, potholes, calculating the width of cracks, the percentage of cracks and generating the level of road damage are still carried out by slow manual calculations using the Surface method. Distress Index (SDI). In this study, the KNN and GLCM methods will be used to detect road damage. Based on the results of the tests carried out, the accuracy of the results of disease detection with the KNN method and GLCM extraction depends on the number of datasets contained in the system. The process of measuring the level of road damage to get the results of the level of damage to the road can be done quickly, namely by entering a road damage image into the application.
{"title":"Implementation of KNN Methods And GLCM Extraction For Classification Of Road Damage Level","authors":"Adyanata Lubis, Isdaryanto Iskandar, MM Lanny W Panjaitan","doi":"10.34306/itsdi.v4i1.564","DOIUrl":"https://doi.org/10.34306/itsdi.v4i1.564","url":null,"abstract":"Road damage that occurs on several road surfaces causes huge losses, especially for road users such as travel time, congestion, accidents and others , so it is necessary to assess the level of road damage. At this time, problems in determining the level of road damage such as detecting cracks, potholes, calculating the width of cracks, the percentage of cracks and generating the level of road damage are still carried out by slow manual calculations using the Surface method. Distress Index (SDI). In this study, the KNN and GLCM methods will be used to detect road damage. Based on the results of the tests carried out, the accuracy of the results of disease detection with the KNN method and GLCM extraction depends on the number of datasets contained in the system. The process of measuring the level of road damage to get the results of the level of damage to the road can be done quickly, namely by entering a road damage image into the application.","PeriodicalId":151610,"journal":{"name":"IAIC Transactions on Sustainable Digital Innovation (ITSDI)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116841158","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}
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