2022 International Conference on Information Technology Systems and Innovation (ICITSI)最新文献_第7页

Factors Influencing Behavioral Intentions to Use Sharia Mobile Banking: Extended Theory of Planned Behavior 影响使用伊斯兰手机银行行为意向的因素:计划行为的扩展理论

2022 International Conference on Information Technology Systems and Innovation (ICITSI) Pub Date : 2022-11-08 DOI: 10.1109/ICITSI56531.2022.9970897

Triasesiarta Nur

引用次数: 0

Prediction of Ship Track Anomaly based on AIS data using Long Short-Term Memory (LSTM) and DBSCAN 基于AIS数据的长短期记忆(LSTM)和DBSCAN的船舶航迹异常预测

2022 International Conference on Information Technology Systems and Innovation (ICITSI) Pub Date : 2022-11-08 DOI: 10.1109/ICITSI56531.2022.9970940

Dwina Anne, Suhardi, Wardani Muhamad

{"title":"Prediction of Ship Track Anomaly based on AIS data using Long Short-Term Memory (LSTM) and DBSCAN","authors":"Dwina Anne, Suhardi, Wardani Muhamad","doi":"10.1109/ICITSI56531.2022.9970940","DOIUrl":"https://doi.org/10.1109/ICITSI56531.2022.9970940","url":null,"abstract":"Anomaly is defined as an event or behaviour that deviates. Anomaly behaviour often carried out by ships sailing in Indonesian waters is to turn off AIS for a very long time. Ship identification is challenging for maritime inspectors to detect if the ship frequently turns off AIS during the voyage. Based on these problems, the researcher proposes to predict the ship's trajectory using historical AIS data. It is possible to predict ship trajectories based on AIS data to determine the trajectory of ships that turn off AIS. The results of the AIS trajectory are combined with the ship's trajectory, in general, to determine the trajectory with the ship's trajectory in general. A predicted ship trajectory that is not the same as the general route will be identified as an anomaly. Long Short Term Memory is proposed to predict ship trajectory using latitude, longitude, speed, and time parameters. LSTM modelling with four hidden layers, determining the batch size of 25, optimizing adam, epoch worth 100, and the loss function using the mean squared error. DBSCAN clustering is used to determine the trajectory with ship trajectories in general. The platform design is the ship trajectory in this study using the CRISP-DM methodology. This study evaluates the MAE and MSE values. The data used in this study is data on ships passing through ALKI 1 in July-September 2022. From this data, data on ships moving from Singapore to Tanjung Priok Jakarta are taken. The test results show that the algorithm performs well, with an MAE value of 0.0667 and an MSE of 0.0091.","PeriodicalId":439918,"journal":{"name":"2022 International Conference on Information Technology Systems and Innovation (ICITSI)","volume":"23 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":"129022040","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

Development of VR and AR Learning Media for Enterprise Business Ethic Scenarios 面向企业商业伦理场景的VR、AR学习媒体开发

2022 International Conference on Information Technology Systems and Innovation (ICITSI) Pub Date : 2022-11-08 DOI: 10.1109/ICITSI56531.2022.9970892

A. E. Permanasari, Hendrasworo Enggar Nugroho, Henry Balzano Satrio Ardhanarko, Silmi Fauziati, Irma Kurnia Utami, M. Sholihin

{"title":"Development of VR and AR Learning Media for Enterprise Business Ethic Scenarios","authors":"A. E. Permanasari, Hendrasworo Enggar Nugroho, Henry Balzano Satrio Ardhanarko, Silmi Fauziati, Irma Kurnia Utami, M. Sholihin","doi":"10.1109/ICITSI56531.2022.9970892","DOIUrl":"https://doi.org/10.1109/ICITSI56531.2022.9970892","url":null,"abstract":"Nowadays, information technology has impacted many sectors, such as education. In general, the way students learn has experienced a transformation. Most of the Y and Z generation prefer visual-based learning. Business ethics course is important in business practice. The course focuses on procedures and prevailing norms that workers should follow in their business activities. Immersive technology, such as Virtual Reality (VR) and Augmented Reality (AR) have an opportunity to bring a new experience to visual learners because they are visually interactive. It can be applied in business ethics course. The use of immersive technology-based media can support and enrich learning materials. In this research, we developed VR and AR learning media related to business ethic course. The performance is measured through System Usability, User Experience Questionnaire, and Black Box. The evaluation resulted VR value was below average and AR value was good. The improvement of VR application is required to meet the user's expectations. Meanwhile, AR application is working properly. Immersive technology is expected to be a promising media in the visual-based business ethics course.","PeriodicalId":439918,"journal":{"name":"2022 International Conference on Information Technology Systems and Innovation (ICITSI)","volume":"264 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":"123104702","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

SupTech Governance in Regulatory/Supervisory Government Agencies: A Systematic Literature Review 监管/监管政府机构的高技术治理:系统文献综述

2022 International Conference on Information Technology Systems and Innovation (ICITSI) Pub Date : 2022-11-08 DOI: 10.1109/ICITSI56531.2022.9970863

Dinna Mayasari, A. A. Arman

{"title":"SupTech Governance in Regulatory/Supervisory Government Agencies: A Systematic Literature Review","authors":"Dinna Mayasari, A. A. Arman","doi":"10.1109/ICITSI56531.2022.9970863","DOIUrl":"https://doi.org/10.1109/ICITSI56531.2022.9970863","url":null,"abstract":"Supervision is the process of ensuring that organizational and management objectives are achieved. Supervision as a control tool in monitoring and reporting activities. Supervision starts from planning, implementing, monitoring, and evaluating to produce the right policies or decisions. Supervision can not be separated from the rules that have been set. The supervision aspect is also assessed by how obedient it is in implementing the regulations that have been set, including the aspect of accelerating regulatory changes in the event of regulatory changes that must be adjusted. The limitations of human resources in analyzing several existing regulations and conducting supervision from existing data sources directly result in the quality of monitoring results being not optimal. The limited time for supervision is considered less than optimal for supervising more complex problems. SupTech is here as an innovation to change the monitoring system to be more accurate, effective, and efficient. This paper describes the systematic literature on governance, technology oversight, and sub-regulators in government agencies. The research process by searching for articles through the database of article sources published from 2017 to 2022 by carrying out the stages of the literature study process based on the research objectives. Several stages were carried out to obtain the final study article. There is a research article as a final study related to research questions that can answer SupTech that can be applied to the field of supervision. Researchers feel the need to research more deeply about the standardization of IT governance guidelines for SupTech.","PeriodicalId":439918,"journal":{"name":"2022 International Conference on Information Technology Systems and Innovation (ICITSI)","volume":"8 1 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":"130145048","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

Classification of Road Damage Using Supervised Learning to Assist Visual Assessment of Road Damage 使用监督学习辅助道路损伤视觉评估的道路损伤分类

2022 International Conference on Information Technology Systems and Innovation (ICITSI) Pub Date : 2022-11-08 DOI: 10.1109/ICITSI56531.2022.9971082

Novindra Nurrosyid Al Haqi, F. Hidayat

{"title":"Classification of Road Damage Using Supervised Learning to Assist Visual Assessment of Road Damage","authors":"Novindra Nurrosyid Al Haqi, F. Hidayat","doi":"10.1109/ICITSI56531.2022.9971082","DOIUrl":"https://doi.org/10.1109/ICITSI56531.2022.9971082","url":null,"abstract":"Roads are an important aspect of improving the welfare and productivity of the people that affect the country's economic growth. Therefore, monitoring of road conditions must be carried out. The Department of Highways and Spatial Planning of West Java Province in collaboration with the Bandung Institute of Technology has developed the Road Pavement Condition Survey application which makes it easier to monitor road conditions. However, some features of this application are still carried out semi-automatically, one of which is the road damage classification feature. This causes long working time. Classification of road damage itself needs a visual assessment by humans. Therefore, a solution is needed in the form of a machine learning-based road damage classification system that can help users visually assess road damage. The system uses the supervised learning method to build a classification model. The system still requires a visual assessment by the user to validate the system classification results. The system that has been built is considered to be able to help classify road damage by assisting the user's visual assessment, although the classification results by the system have not been able to provide a correct classification of road damage.","PeriodicalId":439918,"journal":{"name":"2022 International Conference on Information Technology Systems and Innovation (ICITSI)","volume":"67 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":"134485834","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

Data Transmission And Off-board Object Detection Of A Visual Inspection Drone In The Factory Shop Floor Area 工厂车间区域目视检测无人机的数据传输与机外目标检测

2022 International Conference on Information Technology Systems and Innovation (ICITSI) Pub Date : 2022-11-08 DOI: 10.1109/ICITSI56531.2022.9970989

K. Mutijarsa, Daffa Zaidan Nabil, Calmantara Sumpono Putra

引用次数: 0

Analysis Of The Frequency Spectrum Renting Business Model On The Implementation Micro Operator In Indonesia 印尼微型运营商频谱租赁业务模式实施分析

2022 International Conference on Information Technology Systems and Innovation (ICITSI) Pub Date : 2022-11-08 DOI: 10.1109/ICITSI56531.2022.9970871

Aditia Nur Alamsah, B. S. Nugroho, Helni Mutiarsih Jumhur

{"title":"Analysis Of The Frequency Spectrum Renting Business Model On The Implementation Micro Operator In Indonesia","authors":"Aditia Nur Alamsah, B. S. Nugroho, Helni Mutiarsih Jumhur","doi":"10.1109/ICITSI56531.2022.9970871","DOIUrl":"https://doi.org/10.1109/ICITSI56531.2022.9970871","url":null,"abstract":"The Fifth Generation of cellular network technology or 5G is considered to be the one of the technologies which could provide inclusive connectivity for the specific content in the private indoor area with the technology of small cell. The development of indoor small cell needs a particular infrastructure with a highly cost investment which is make it difficult for Mobile Network Operator (MNO). The small-scale operator could be used to overcome that problem which called as Micro Operator. Micro Operator is an operator which focusing the business on the development of local small cell network by provided a network service which could be customized with customer needs. The purpose of this research is giving the recommendation for the frequency spectrum renting scheme with Value V4 business framework, capacity planning with 2.3 GHz at industrial area, Karawang International Industrial City (KIIC), economic investment calculation and normative legal research. This research shows that the spectrum sharing scheme is more possible to be implemented in Indonesia based on the technical assessment and good return on investment with IRR 14.06%. Beside that for the business models of micro operator is supported by the regulations there are Law of the Republic of Indonesia 36/1999 for the establishment of telecommunications operations, Regulation of The Government of The Republic of Indonesia 53/2000 for spectrum frequency allocation and Law of the Republic of Indonesia 11/2020 Article 33 for spectrum sharing scheme.","PeriodicalId":439918,"journal":{"name":"2022 International Conference on Information Technology Systems and Innovation (ICITSI)","volume":"1 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":"121208620","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

Migrating Regional Development Plan Forum System to Service Platform Based on Microservices 基于微服务的区域发展规划论坛系统向服务平台的迁移

2022 International Conference on Information Technology Systems and Innovation (ICITSI) Pub Date : 2022-11-08 DOI: 10.1109/ICITSI56531.2022.9971119

Nugra Atsaury Saragih, Suhardi, Wardani Muhamad

{"title":"Migrating Regional Development Plan Forum System to Service Platform Based on Microservices","authors":"Nugra Atsaury Saragih, Suhardi, Wardani Muhamad","doi":"10.1109/ICITSI56531.2022.9971119","DOIUrl":"https://doi.org/10.1109/ICITSI56531.2022.9971119","url":null,"abstract":"Regional Development Plan Forum (Musrenbang) is an activity to support the development planning and budgeting process of local government in Indonesia. Medan City has developed an information system to manage that activity and manage the data of development planning. The information system is referred to as DevPlan and is built in monolithic approach. In the utilization of DevPlan problems arises. Complicated when it is repaired an error occurs or when it is updated due to modifications in Regional Development Planning Body (Bappeda) business process or regulations. Also, the repetitive activities in the same data management on the development planning system built by the Ministry of Home Affairs. These problems could be solved by migrating the system into service platform based on microservice to increase the efficiency and effectiveness in the Musrenbang process, with the service platform the two systems or others can be integrated and use the resources together. Service computing system engineering (SCSE) combined with migration strategy is used as a methodology to help the migration and produce the design and prototype of IT Services.","PeriodicalId":439918,"journal":{"name":"2022 International Conference on Information Technology Systems and Innovation (ICITSI)","volume":"7 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":"122401744","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 Influence Of Social Media Marketing On Consumer Behavior in Brunei 社交媒体营销对文莱消费者行为的影响

2022 International Conference on Information Technology Systems and Innovation (ICITSI) Pub Date : 2022-11-08 DOI: 10.1109/ICITSI56531.2022.9970931

Muhd Hamzi Abdul Gani, Abdol Mulok, Ulaganathan Subramanian

{"title":"The Influence Of Social Media Marketing On Consumer Behavior in Brunei","authors":"Muhd Hamzi Abdul Gani, Abdol Mulok, Ulaganathan Subramanian","doi":"10.1109/ICITSI56531.2022.9970931","DOIUrl":"https://doi.org/10.1109/ICITSI56531.2022.9970931","url":null,"abstract":"Social media activity has become one of the nation's main trends due to the availability of easy access to them through their smartphones. Most residents in the Sultanate have Internet access and smartphones, allowing them to regularly check and update popular media sites like Facebook, Twitter, and Instagram. For a country as small as Brunei, small and medium enterprises have limited budgets for marketing. That is why most of them have resorted to using social media to announce promotions and introduce products and advertising services. With the need to fulfill one of the obligations of Brunei's Wawasan 2035 regarding expanding the nation's business activity, many of the locals have been starting their businesses. The emerging trend of advertising one's business through social media is one of the main tools for the locals to effectively spread and advertise their businesses throughout the nation. Despite social media's effectiveness as a marketing tool, bloggers and marketing experts mentioned in the article that there are still many businesses that are not using it for marketing; they are either not using social media or doing it wrong. This research will particularly aid and help small and medium-sized enterprises, investors, and startups Social Media Marketing, Consumer Behaviour as the research will give an insight into how consumers' perceptions can be influenced through social media and social media marketing in the nation.","PeriodicalId":439918,"journal":{"name":"2022 International Conference on Information Technology Systems and Innovation (ICITSI)","volume":"1 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":"130457280","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

Blockchain-based Smart Contract in Service-Oriented Business Processes 面向服务的业务流程中基于区块链的智能合约

2022 International Conference on Information Technology Systems and Innovation (ICITSI) Pub Date : 2022-11-08 DOI: 10.1109/ICITSI56531.2022.9970954

Sabam Parjuangan, Suhardi, I. G. B. B. Nughara, Elvin Khoirunnisa

{"title":"Blockchain-based Smart Contract in Service-Oriented Business Processes","authors":"Sabam Parjuangan, Suhardi, I. G. B. B. Nughara, Elvin Khoirunnisa","doi":"10.1109/ICITSI56531.2022.9970954","DOIUrl":"https://doi.org/10.1109/ICITSI56531.2022.9970954","url":null,"abstract":"Service systems' business processes show the existence of mutual interaction between users. Running a particular business subdomain requires the role of each user. This role is in line with the concept contained in blockchain-based smart contracts. However, determining the subdomains that require smart contract coding is challenging in developing business processes that will run on the blockchain. We aim to determine the service-oriented business process (in the case of marketplace service) and the subdomain of the business process that requires smart contract coding. This article is essential because it shows how developing IT services without a smart contract differs from developing IT services with a smart contract. The main differences between developing services that need smart contracts and those that do not are that certain process can be run automatically and the record of activity in blockchain cannot be changed by anyone (tamper-proof). We outlined methods for designing marketplace business processes and defined subdomains to be encoded into smart contract code. After reviewing the three marketplace platforms, we determined eight subdomains of the marketplace business process. Two subdomains require smart contract coding from eight, namely the payment and complaint subdomains.","PeriodicalId":439918,"journal":{"name":"2022 International Conference on Information Technology Systems and Innovation (ICITSI)","volume":"235 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":"116977805","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