2022 International Conference on Information Technology Systems and Innovation (ICITSI)最新文献

{"title":"Mini Solar Home System for Electricity Supply in Coastal Rural Area, Case Study: Yogyakarta, Indonesia","authors":"Prisma Megantoro, A. Ma’arif, Dimas Febriyan Priambodo, Iswanto, H. Kusuma, Sigit Dani Perkasa, Suhono","doi":"10.1109/ICITSI56531.2022.9970836","DOIUrl":"https://doi.org/10.1109/ICITSI56531.2022.9970836","url":null,"abstract":"Access to electricity at the southern coast of the Special Region of Yogyakarta (DIY), located in the Gunung Kidul district, has not been evenly covered. There are still many areas where the public electricity grid has not reached from Perusahaan Listrik Negara (PLN). This could be due to the geographical conditions of the area consisting of mountains and coral hills. However, the coastal area here is a popular tourist area and is quite promising for income for local governments. So, giving access to electricity will make tourism facilities in the area more advanced. This article will discuss the reliable design of a mini solar home system used in civilian buildings in coastal areas, such as; houses, shops, places of worship, or public facilities. The design method used is a quantitative approach, starting with calculating the potential of solar power in location, the electricity requirements for a city building, and the number of solar power systems. The results of the mini solar home system (SHS) design based on quantitative calculations the system operating voltage is 12V with a stand-alone off-grid topology. The power plant uses two solar photo voltaic (PV) panels with a capacity of 100Wp each and a 12V 20A solar charge controller. The solar panel used is monocrystalline. At the same time, the storage section uses 1 unit of 12V 50Ah deep cycle batteries. Then the power conversion section uses a modified sine wave inverter 50 Watt. The design of this system will make a stable supply of electricity for 1 unit of civil buildings with a load of 5 lamps 5 Watt.","PeriodicalId":439918,"journal":{"name":"2022 International Conference on Information Technology Systems and Innovation (ICITSI)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122010305","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":"Development of API Service to Store and Utilize Video Analytics Data from Edge","authors":"Garin Ichsan Nugraha, F. Hidayat","doi":"10.1109/ICITSI56531.2022.9970928","DOIUrl":"https://doi.org/10.1109/ICITSI56531.2022.9970928","url":null,"abstract":"In every train arrival at the station, the recording of the train arrival is still done manually by the officer to the Pranopka system. The manual operation has the possibility of errors due to negligence, non-standard time referenced, and the absence of parameters to measure its correctness. Therefore, it is necessary to build an automatic recording system in order to eliminate the burden of repetitive tasks to humans. We designed an automatic recording system using a camera. This paper will explain in detail about the architecture development of the API used for data transmission in managing data that is in the database in a centralized data center. In its development, various literature analyzes were carried out to determine the most appropriate technology to be used in the system. From the development process that has been carried out, it has been proven by non-functional testing that the use of MySQL, MongoDB, Fastify, JWT, PM2, and Nginx is suitable for developing an automatic train number recording system. The throughput can reach 1,000 transactions per second with APDEX 0.983.","PeriodicalId":439918,"journal":{"name":"2022 International Conference on Information Technology Systems and Innovation (ICITSI)","volume":"91 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127053274","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":"Technical Program Questionnaire","authors":"","doi":"10.1109/icitsi56531.2022.9970835","DOIUrl":"https://doi.org/10.1109/icitsi56531.2022.9970835","url":null,"abstract":"","PeriodicalId":439918,"journal":{"name":"2022 International Conference on Information Technology Systems and Innovation (ICITSI)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128046775","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":"A Bibliometrics-Based Systematic Review on Automated Essay Scoring in Education","authors":"Toni Efendi, Fetty Fitriyanti Lubis, Mutaqin, Atina Putri, Dana Waskita, Tri Sulistyaningtyas, Y. Rosmansyah, Jaka Sembiring","doi":"10.1109/ICITSI56531.2022.9970982","DOIUrl":"https://doi.org/10.1109/ICITSI56531.2022.9970982","url":null,"abstract":"Advances in information technology and computer science have brought significant changes to various sectors of human life. In education, computers have helped ease a variety of human tasks, especially for large-scale and repetitive tasks such as essay grading. Current's computer capabilities make it possible to do essay scoring automatically. Research related to automatic essay scoring continues to develop by trying certain techniques and methods to improve the accuracy of automatic scoring close to that of human scoring. This systematic review aims to explore the 21st century applications of automated essay grading used in education. We carried out a bibliometric analysis of the meta data obtained from the SCOPUS database using the Bibliometrix and VOSviewer software reporting the main themes of implementing automated essay scoring applications in educational studies, providing an overview of the current state of the art and future directions of research and applications. Based on bibliometric analysis, we found that research related to automatic essay assessment in education has a fluctuating development trend and the current direction of AES research has used deep learning techniques such as long short-term memory, transfer learning and bert to build a better AES.","PeriodicalId":439918,"journal":{"name":"2022 International Conference on Information Technology Systems and Innovation (ICITSI)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124569099","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":"Automatic Road Extraction from Very High Resolution Orthophoto Using DeepLab V3+","authors":"Sussi, E. Husni, Arthur Siburian, Rahadian Yusuf, A. B. Harto, D. Suwardhi","doi":"10.1109/ICITSI56531.2022.9970810","DOIUrl":"https://doi.org/10.1109/ICITSI56531.2022.9970810","url":null,"abstract":"Road extraction, one of the processes in map-making, is widely used by various services such as intelligent transportation systems, disaster navigation and urban planning. So far, road extraction is done manually, which takes a long time, costs a lot, and needs to be carried out by a team of experts. Automated semantic segmentation can speed up the road extraction process. The author proposes the application of Deeplab V3+ model for road extraction from very high resolution orthophoto with the Indonesian study area. From the study, the model achieved mean Intersection Ratio Union value 88% and Mean Dice loss 6.8%.","PeriodicalId":439918,"journal":{"name":"2022 International Conference on Information Technology Systems and Innovation (ICITSI)","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114216514","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":"Fuzzy Simple Additive Weighting for Polytechnic Major Selection Based on High school student Interest and Ability","authors":"Nawindah, Akhmad Sofwan","doi":"10.1109/ICITSI56531.2022.9970876","DOIUrl":"https://doi.org/10.1109/ICITSI56531.2022.9970876","url":null,"abstract":"Getting success in Profesional career for every worker is dependent on skill. A great motivation give energy in learning process, academic and career life. A school Counselling teacher only able to guide students based on Student's major at High school. It is not adequate to select College major based on ability and talent only. The selection in College major have not decided by Academic capability only but also influenced by talent. Nowadays, College student candidates difficult in selecting College majors in National Selection of State Polytechnic Entrance or Seleksi Nasional Masuk Politeknik Negeri (SNMPN) because there is not Interest and Ability testing in the beginning process of the Selection. This research using Fuzzy Simple Additive Weighting (SAW) methode to select some Polytechnic majors using talent and ability by using some criterias as follows: High school accreditation, Report score and Extra curricular achievement to select College Students more appropriate based on Interest and Ability so the percentage of college students to finish their study in College is high. Preference score for every alternative with Fuzzy Simple Additive Weighting Methode matched on 45 data from 70 data tested. Candidate students are able to select more appropriate major for them by using Fuzzy Simple Additive Weighting by getting the highest score on their most appropriate major by using following scores: School accreditation score, Subjects score on School Report and Student's Extra Curricular Achievement.","PeriodicalId":439918,"journal":{"name":"2022 International Conference on Information Technology Systems and Innovation (ICITSI)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122073905","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":"Towards A Smart Regulatory Compliance, The Capabilities of RegTech and SupTech","authors":"Adhitya Dwi Kristanto, A. A. Arman","doi":"10.1109/ICITSI56531.2022.9970801","DOIUrl":"https://doi.org/10.1109/ICITSI56531.2022.9970801","url":null,"abstract":"Global financial crisis made the financial regulation volume increase. Financial institutions needed to interpret new regulations and swiftly adjusted to them. RegTech, Regulatory Technology, was born to ease the regulatory requirements compliance process. RegTech was then also adopted by supervisor and/or regulator to supervise the compliance of financial institutions. The adoption of RegTech by supervisor is called SupTech (Supervisory Technology). RegTech and SupTech were discussed mostly in banking or financial research. This paper tries to bring more nuance to information technology e.g., the capabilities and their underpinning technology. Hence, RegTech/SupTech can be more discussed in computer science research. This paper also concludes the definition of RegTech/Suptech and states one core capability of RegTech with its four pillars.","PeriodicalId":439918,"journal":{"name":"2022 International Conference on Information Technology Systems and Innovation (ICITSI)","volume":"54 5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123344395","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":"2022 International Conference on Information Technology Systems and Innovation","authors":"S. W. Sihwi","doi":"10.1109/icitsi56531.2022.9970812","DOIUrl":"https://doi.org/10.1109/icitsi56531.2022.9970812","url":null,"abstract":"","PeriodicalId":439918,"journal":{"name":"2022 International Conference on Information Technology Systems and Innovation (ICITSI)","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129710648","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":"A Systematic Literature Review of Smart Governance","authors":"Febri Naldy Purba, A. A. Arman","doi":"10.1109/ICITSI56531.2022.9970796","DOIUrl":"https://doi.org/10.1109/ICITSI56531.2022.9970796","url":null,"abstract":"Technology development has an impact on a wide range of aspects of life. The success of any firm depends on technology. Technology alters business processes to produce new business models in a variety of fields, including both the commercial and public sectors. In line with its development, technology became an enabler in business. The role of technology is increasingly essential in the era of digital transformation. Technology can replace traditional ways with more innovative and collaborative ways. Behind the advantages offered by technology, big challenges must be faced, such as the processing of increasingly complex and increasing data, plus the use of Artificial Intelligence (AI) poses ethical and legal challenges. Therefore, governance is needed to answer these challenges. The question that appears then is how the governance model can be used to manage business processes that are currently technology intensive. To answer this, it is necessary to study literature to find the existing models, frameworks, or smart governance architectures and how to implement them. From the literature study, no systematic research has been found that focuses on aspects of smart governance, including definitions, domains, technologies, components, and characteristics of smart governance. To answer these problems, this study conducted a Systematic Literature Review (SLR) related to smart governance. According to the research results, smart governance is the ability or capacity to carry out smart activities, whether or not using technology that supports collaboration to produce efficient decision-making. There are three main characteristics of smart governance, namely participation and partnership, collaboration, and transparency. This study also finds that there are still few models, frameworks, or architectures for smart governance. Most research has created a model, framework, or architecture for smart cities. With this fact, research on developing models, frameworks, or architectures of smart governance is still open for further research.","PeriodicalId":439918,"journal":{"name":"2022 International Conference on Information Technology Systems and Innovation (ICITSI)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125278309","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":"$ellrho$-suppression: A Privacy Preserving Data Anonymization Method for Customer Transaction Data Publishing","authors":"Dedi Gunawan, Yusuf Sulistyo Nugroho, Fatah Yasin Al Irsyadi, Ihsan Cahyo Utomo, Ilham Andreansyah, Syful Islam","doi":"10.1109/ICITSI56531.2022.9970910","DOIUrl":"https://doi.org/10.1109/ICITSI56531.2022.9970910","url":null,"abstract":"Publishing a transaction database to other parties is becoming a common way to harvest useful information from the database. Though, the database usually contains privacy concerns such as personal private itemset. Therefore, it is crucial to protect sensitive information prior to sharing the database to other parties. A solution to preserve the privacy of data subject in the transaction database is by modifying the transaction records using specific data anonymization method. Data anonymization method such as local generalization is widely adopted to solve the issue. However, the method induces excessive item loss and reduce data utility significantly. In this paper, a privacy preserving method to protect private itemsets of individual data subjects namely $ellrho$-suppression is proposed. The method adopts cell suppression technique where personal sensitive items in transaction records are omitted. The method is distinct from an existing method, where it uses maximum term frequency normalization of the items in the database and it only suppresses items from transaction records having the privacy ration higher than that of $ellrho$ value. Experimental results indicate the proposed methods can successfully enhance the privacy protection level and has the ability to minimize the number of item loss as well as maintaining data utility level in an anonymized database.","PeriodicalId":439918,"journal":{"name":"2022 International Conference on Information Technology Systems and Innovation (ICITSI)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117026820","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}