{"title":"Fault Classification of Pump Using Support Vector Machine (SVM) Method","authors":"Avie Aura Dzilfadhilah, A. Vinaya, Nicky Yesica","doi":"10.1109/ICITE54466.2022.9759882","DOIUrl":"https://doi.org/10.1109/ICITE54466.2022.9759882","url":null,"abstract":"A machine is mechanical or electrical equipment that converts energy to aid human activities or manufacture specific items. A machine's condition should be maintained and checked in proper working order. As a result, the machine's state must be determined before major harm occurs. The goal of this research is to use machine learning to detect the type of pump damage. The focus of this investigation was a Panasonic GP-129 water pump. The purpose of this research is to classify three types of pump faults: misalignment, imbalance, and bearing fault. Based on the results obtained, the classification of pump fault using Support Vector Machine (SVM) methods had average accuracy of 98.35% on the Linear SVM and Cubic SVM models, and average accuracy of 100% on the Quadratic SVM model.","PeriodicalId":123775,"journal":{"name":"2022 2nd International Conference on Information Technology and Education (ICIT&E)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123717234","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}
{"title":"The Effect of Programmer Information Security Awareness on the Results of Vulnerability Assessments in Achieving Secure Applications","authors":"Hermawan Effendi, S. Sumpeno, A. Affandi","doi":"10.1109/ICITE54466.2022.9759867","DOIUrl":"https://doi.org/10.1109/ICITE54466.2022.9759867","url":null,"abstract":"The existence of application innovation is important for the operations of an organization. Information security is currently a challenge in building secure applications because hacking often occurs in critical or transactional information applications, such as the financial sector. In addition to applying good programming techniques, application programmers must have information security awareness to produce secure applications. Application security vulnerabilities are caused by programmers' lack of information security awareness. In this study, the measurement of programmer information awareness is juxtaposed with testing application security vulnerabilities. Measuring the level of information security awareness using knowledge, attitude, and behavior modeling with Manage Security Services indicators on COBIT 5 as the focus area and testing application security vulnerabilities using OWASP-ZAP according to OWASP TOP 10 best practices. Data processing using Structural Equation Modeling-Partial Least Square can provide information about the effect of programmer information security awareness on application security vulnerabilities. The information becomes input in improving the competence of programmers in the field of information security. As a result of the research, some findings and discussions are given at the end of this article to achieve secure application programming through increasing awareness of information security.","PeriodicalId":123775,"journal":{"name":"2022 2nd International Conference on Information Technology and Education (ICIT&E)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116049572","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}
Arifin Setiawan, Wiwit Agus Triyanto, Aji Setiawan, B. Warsito, A. Wibowo
{"title":"Underwater Shrimp Digital Image Segmentation Using Edge Detection Method on Fog Network","authors":"Arifin Setiawan, Wiwit Agus Triyanto, Aji Setiawan, B. Warsito, A. Wibowo","doi":"10.1109/ICITE54466.2022.9759876","DOIUrl":"https://doi.org/10.1109/ICITE54466.2022.9759876","url":null,"abstract":"This study takes the theme of underwater shrimp digital image segmentation using edge detection methods on fog networks, the problem raised in this study is to compare the accuracy of the shrimp digital image segmentation process using five edge detection methods, the parameters used are PSNR and MSE values, five methods Edge detection used in the digital image segmentation process of underwater shrimp is the Canny, Sobel, Prewitt, Roberts and Laplacian of Gaussian (LOG). This study proposes a fog network technique in the computing process by taking data through an underwater camera connected to a fog server to provide real-time information services, the study was carried out using 5 digital images of underwater shrimp extracted from video data, namely image frames to 140, 850, 1185, 5950 and 6390 which are implemented in 5 edge detection methods. From the results of the study, the best edge detection method was the canny method with the lowest PSNR accuracy rate of 4.4619 dB and the highest MSE value of 106.65.","PeriodicalId":123775,"journal":{"name":"2022 2nd International Conference on Information Technology and Education (ICIT&E)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122578608","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}
Cheng-Feng Wu, Hsin-Hung Wu, Cheng-Shan Wu, Kuan-Kai Huang, Meng-Chen Lin
{"title":"An Investigation on Patient Incident Reports: Association Rule Mining Approach","authors":"Cheng-Feng Wu, Hsin-Hung Wu, Cheng-Shan Wu, Kuan-Kai Huang, Meng-Chen Lin","doi":"10.1109/ICITE54466.2022.9759903","DOIUrl":"https://doi.org/10.1109/ICITE54466.2022.9759903","url":null,"abstract":"The occurrence of error events in incident reporting systems leads to deterioration of performance in patient safety. Investigating the critical pattern to identify human or system factors in the problem process is crucial for healthcare organizations. However, little is known about incident reports in general ward settings. To analyze error events in an incident reporting system widely used in Taiwan, and to explore various levels of severity assessment and critical attributes leading to. The data consisted of error events (n = 738), including 13 types of reported errors, reported by one of the best regional hospitals in Taiwan in 2016–2018. The association rules are used to extract professionals' and patients' related sources of risk in the general ward. The important attributes including types of reported errors, gender, and working shifts result in serious and major severeness. Female inpatients who suffered from unexpected cardiac arrest events have less severeness comparing to male inpatients. Unexpected cardiac arrest events represent important events in types of reported errors, suggesting the professionals in healthcare organizations should consider an intervention for preventing the event.","PeriodicalId":123775,"journal":{"name":"2022 2nd International Conference on Information Technology and Education (ICIT&E)","volume":"84 6","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114118674","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}
Dimas Arif Dewantoro, Ahsan Romadhon Junaidi, M. Yasin, Yovie Alamsyah
{"title":"The Use of Communication Media in the Development of Family Therapy Interventions Model for Children with Autistic Syndrome","authors":"Dimas Arif Dewantoro, Ahsan Romadhon Junaidi, M. Yasin, Yovie Alamsyah","doi":"10.1109/ICITE54466.2022.9759902","DOIUrl":"https://doi.org/10.1109/ICITE54466.2022.9759902","url":null,"abstract":"The development of the Family Therapy Interventions model (FTI) aims to answer the problem of parenting stress on parents of autistic children. This study was conducted on 10 families who have children with various characteristics of autistic syndrome. the types of autism in the study participants were 3 children who needed support (Level 1), 2 children who needed substantial support (Level 2), and 5 children who needed very large support (Level 3). This model has 5 stages including professional expertise, conduct assessment, develop an intervention plan, intervention and monitoring progress, and evaluation. The key to implementing this model is collaboration between the school and parents at every stage to ensure the alignment of the intervention program. The use of technology or communication media in the application of the model can be very collaborative to increase the knowledge, confidence, and readiness of parents to develop the potential of autistic children.","PeriodicalId":123775,"journal":{"name":"2022 2nd International Conference on Information Technology and Education (ICIT&E)","volume":"75 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127639845","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}
Ellyn Sugeng Desyanty, W. Astuti, M. Tirtaningsih, Desi Eri Eri Kusumaningrum, Rahma Kamilia Ali Hikmah, Titah Fatimah Zahra
{"title":"Learner Facilitation to Develop Conscientizacao During the COVID Pandemic","authors":"Ellyn Sugeng Desyanty, W. Astuti, M. Tirtaningsih, Desi Eri Eri Kusumaningrum, Rahma Kamilia Ali Hikmah, Titah Fatimah Zahra","doi":"10.1109/ICITE54466.2022.9759892","DOIUrl":"https://doi.org/10.1109/ICITE54466.2022.9759892","url":null,"abstract":"The COVID pandemic has brought many changes to the field of education so that educators are asked to have learning innovations that can help learners meet learning goals. This study aims to develop a facilitation model to develop conscientizacao during the COVID pandemic. This facilitation model utilizes SIPEJAR in compiling learning tools according to the learner's learning needs. The research method used was adapted from the R2D2 development model which showed the results that the facilitation model had been developed in accordance with predetermined indicators and in accordance with the learner's learning needs.","PeriodicalId":123775,"journal":{"name":"2022 2nd International Conference on Information Technology and Education (ICIT&E)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125620780","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}
Asep Sunandar, Mustiningsih, Sunarni, M. Efendi, Ediyanto, Muhammad Zidni Ilman Nafi’a, Henry Praherdhiono, Linda Setiawati, Memet Casmat
{"title":"Development of Computer Teaching Materials on Education Management Applications Through e-Learning Module","authors":"Asep Sunandar, Mustiningsih, Sunarni, M. Efendi, Ediyanto, Muhammad Zidni Ilman Nafi’a, Henry Praherdhiono, Linda Setiawati, Memet Casmat","doi":"10.1109/ICITE54466.2022.9759872","DOIUrl":"https://doi.org/10.1109/ICITE54466.2022.9759872","url":null,"abstract":"One of the determinants of the success of the learning process is innovative and interesting media. Along with advances in information technology, it is necessary to develop a learning media, so that learning becomes interesting and effective. Research and development aim to produce digital teaching material in the form of an e-learning module that aims to support teachers in delivering learning materials in class. This e-learning module is devoted to computer courses in education management applications. The method used is research and development, while the development model used is the Borg and Gall development model. The results of the development of this e-learning module were validated by validators and user responses, namely students. Validation by material experts got 93% results and was declared very valid. Validation by media experts got a result of 86% and was declared very valid. While the response from the user got a result of 89% and was declared very valid. The results of this validation and user response indicate that the digital teaching materials produced are very valid or suitable for use in the learning process.","PeriodicalId":123775,"journal":{"name":"2022 2nd International Conference on Information Technology and Education (ICIT&E)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129774217","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}
{"title":"Recommendation Algorithm using Weighted User Behavior Score-Based Similarity","authors":"Triyanna Widiyaningtyas, Indriana Hidayah, Teguh Bharata Adji","doi":"10.1109/ICITE54466.2022.9759851","DOIUrl":"https://doi.org/10.1109/ICITE54466.2022.9759851","url":null,"abstract":"One of the most widely used recommendation system approaches is neighborhood-based collaborative filtering. This approach uses the power of similarity between users to generate recommendations. Recently, the developed similarity model considers not only explicit rating scores but also implicit rating scores. The problem of this similarity model is to use similarity weighting based on the threshold value. The error rate for rating predictions is still needed to improve for a better recommendation. This study aims to develop a similarity model that considers similarity weighting by paying attention to the number of items rated by users to increase the recommendation performance. The proposed similarity model is called Weighted user Behavior score-based Similarity (WeBSim). Our experiment used the MovieLens 100k dataset to test the model performance. The results showed that the proposed similarity model outperforms the previous similarity (UPCF) by reducing the MAE and RMSE values by 0.0148 and 0.0123.","PeriodicalId":123775,"journal":{"name":"2022 2nd International Conference on Information Technology and Education (ICIT&E)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128264579","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}
A. Putra, T. T. Kiong, A. Rahmawati, E. Sutadji, N. Ulfatin, M. S. Subandi
{"title":"Virtual Simulation Learning Based on AR with Sawing Machine Design to Improve and Evaluate the Special Skill for Vocational Education in the COVID-19 Pandemic Era","authors":"A. Putra, T. T. Kiong, A. Rahmawati, E. Sutadji, N. Ulfatin, M. S. Subandi","doi":"10.1109/ICITE54466.2022.9759550","DOIUrl":"https://doi.org/10.1109/ICITE54466.2022.9759550","url":null,"abstract":"This study aims to: (1) At the age of the COVID-19 pandemic, construct a virtual simulation learning innovation based on augmented reality in the form of a sawing machine to enhance the special skills of vocational students; (2) testing the feasibility of learning innovation based on virtual simulation based on documented reality in the form of a sawing machine; and (3) testing the effectiveness of virtual simulation learning innovation based on augmented reality in the form of a sawing machine. This research uses research and development. The research stages include product design, product testing, learning media expert testing, and effectiveness testing. The effectiveness test was carried out on vocational students at universities in Malang City. Among the key findings of this research are the following: (1) a virtual simulation learning innovation based on augmented reality in the form of a sawing machine developed that is feasible and attractive (percentage above 80%); (2) in the age of the COVID-19 pandemic, a virtual simulation learning innovation based on augmented reality in the form of a sawing machine was developed and demonstrated to be effective in enhancing the special abilities of vocational students.; and (3) The study's digital learning media innovation products can be applied to the design of learning media in the COVID-19 pandemic era","PeriodicalId":123775,"journal":{"name":"2022 2nd International Conference on Information Technology and Education (ICIT&E)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130960370","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}
Ahmad Nurabadi, Fendy Suhariadi, Agus Baharudin, Andhika Gilang Prayoga, Anisa Maulinda, Adetya Dewi Wardani
{"title":"Exploration of Information Technology Device Development in Improving the Quality of Learning: A Longitudinal Study","authors":"Ahmad Nurabadi, Fendy Suhariadi, Agus Baharudin, Andhika Gilang Prayoga, Anisa Maulinda, Adetya Dewi Wardani","doi":"10.1109/ICITE54466.2022.9759542","DOIUrl":"https://doi.org/10.1109/ICITE54466.2022.9759542","url":null,"abstract":"The purpose of this study is to explore the development of information technology tools in improving the quality of learning at the Faculty of Education, Universitas Negeri Malang in the span of 2010 to 2020. This study adapts the research and development model proposed by Baker and Schutz (1971). A total of 270 academics became participants in this study. Questionnaires are used to measure the level of utilization of information technology among academics. Data were analyzed using descriptive statistics. As a result, the developed information system has been integrated with academic needs, instructional needs, and is in line with the development of information technology. The level of utilization of information technology among the academic community is included in the high category.","PeriodicalId":123775,"journal":{"name":"2022 2nd International Conference on Information Technology and Education (ICIT&E)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114223451","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}