2023 International Conference on IT Innovation and Knowledge Discovery (ITIKD)最新文献

{"title":"IoT-based Test facility for a Water Transmission Line with Leak Simulation","authors":"Balaji Ramachandran, H. Y. Youssef, Jayakumar Vandavasi Karunamurthi, Fahed Ebisi, Ahmed Nasir Ahmed Alnuaimi, Jebril Najjar","doi":"10.1109/ITIKD56332.2023.10099751","DOIUrl":"https://doi.org/10.1109/ITIKD56332.2023.10099751","url":null,"abstract":"Leakage detection in water transmission lines is a main concern of utility companies, as the early detection of water leakage in pipelines reduces the risk of major maintenance and financial losses. This work presents an integrated solution for accurate and efficient monitoring of leakage in water pipelines with the implementation of a Test Facility that mimics real-world water transmission lines. The Test Facility is implanted with sensors and valves that operate using IoT technologies. Moreover, the Test Facility is simulated in Lab View,where the software is used for real-time monitoring and control of the test pipeline. The proposed solution provides potential for enhancing current water leakage detection processes, by allowing utility companies to discover new indicators of leakage using sensors and advanced data analytics.","PeriodicalId":283631,"journal":{"name":"2023 International Conference on IT Innovation and Knowledge Discovery (ITIKD)","volume":"61 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125393519","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":"Cost Saving Model For Lighting in Smart Cities","authors":"Faisal Abduljalil Mohamed Ali Alsebea, S. Subramanian, Ruaa Binsaddig","doi":"10.1109/ITIKD56332.2023.10099893","DOIUrl":"https://doi.org/10.1109/ITIKD56332.2023.10099893","url":null,"abstract":"With the increase in technology and utilities in urban areas and cities, the energy consumption increases drastically. New ways and methods became necessary to reduce the expenditure and lower the cost on the governing entities of those cities. The purpose of IoT is to empower smart power saving and leverage the use of other technologies which in turn reduces cost. Many countries around the world are implementing IoT in their infrastructure and have become an integrated part of the workings of society. The study will focus on implementing a solution that uses AIoT, data gathered from IoT devices and machine learning in producing a solution that can accurately predict and suggest a suitable lighting technique. Random Forest Regressor outperformed well in predicting accurately, described the vehicular count and suggested a proper lighting technique, and ultimately reduced the cost by certain margin.","PeriodicalId":283631,"journal":{"name":"2023 International Conference on IT Innovation and Knowledge Discovery (ITIKD)","volume":"56 2","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114007454","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 Study of Machine Learning Techniques based on Human Daily Living Activities via Inertial Sensors","authors":"Zaid Mustafa","doi":"10.1109/ITIKD56332.2023.10099820","DOIUrl":"https://doi.org/10.1109/ITIKD56332.2023.10099820","url":null,"abstract":"The recognition of human daily living activities has attained significant attention in recent times. As a result, many methods have been used in the literature to detect and monitor human lifelogs. Despite the plethora of applications, the classification and detection of human behaviours, which may result in inappropriate reactions and responses, still need to be more accurate. For instance, conventional machine learning techniques employ hand-crafted features based on a classification strategy. However, deep learning methods have shown improved recognition rates with better performance. Thus, this study was aimed at presenting a detailed overview of recent and state-of-the-art supervised and unsupervised human daily lifelog classification techniques. In addition, a comprehensive analysis will be presented of how various design parameters, such as the volume of features and other data fusion techniques from different sensor locations, can affect the overall recognition performance. Furthermore, with the rapid advancement of body-worn sensing technology and modelling approaches, the widespread usage of wearable sensors is anticipated to provide countless opportunities for precise and reliable inferences across a broad range of human activities.","PeriodicalId":283631,"journal":{"name":"2023 International Conference on IT Innovation and Knowledge Discovery (ITIKD)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121988587","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 Technical Challenges in Orthotic Exoskeleton Robots with Future Directions: a Review Paper","authors":"Rabé Andersson, N. Björsell","doi":"10.1109/ITIKD56332.2023.10099850","DOIUrl":"https://doi.org/10.1109/ITIKD56332.2023.10099850","url":null,"abstract":"The robotic wearable exoskeletons have been developed due to various advantages offered by these devices. These advantages are manifested by integrating the human and a robot into one system under the user's control, which motivated researchers to develop different exoskeletons through years. However, several advances in exoskeleton; still, dealing with the various technical challenges in designing these impressive devices is inevitably. This paper aims to introduce informative resources and quick guidance of various technical challenges as such information is critical for exoskeleton development. The constructive discussion is intended to encourage researchers, innovators and academia to be aware of these challenges. Finally, the contemporary research gaps with various challenges have been highlighted, which remain to be solved as well as some future directions in this field that will have far-reaching effects on developing exoskeletons.","PeriodicalId":283631,"journal":{"name":"2023 International Conference on IT Innovation and Knowledge Discovery (ITIKD)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129696729","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":"Blockchain-enabled Platform for a Meta Customer Loyalty Program","authors":"A. Shaikh, Nadia Dahmani, Sana Khan, Ravishankar Sharma","doi":"10.1109/ITIKD56332.2023.10099907","DOIUrl":"https://doi.org/10.1109/ITIKD56332.2023.10099907","url":null,"abstract":"The competitive value of customer loyalty programs is well-known among marketing strategists. With the emergence of digital platforms, their impact has skyrocketed, with mobile applications replacing more cumbersome physical cards with unique identification numbers on embedded magnetic strips or smart chips. However, these programs generally suffer from two major drawbacks that limit their growth. Firstly, physical cards and mobile applications are restricted to particular merchants and programs. There is no mechanism for customers to transfer their loyalty points between programs or to other customers (although airlines are pioneering efforts in this direction). Secondly, the payoffs of participating in these programs and transactions are not fair to all players (customers, merchants and program operators). Finally, the operational mechanisms of such programs are rarely transparent and traceable; hence, disputes are not easily mediated. Using the innovative strengths of blockchain technology, we present a conceptual architecture for a meta or universal customer loyalty program that supports the design principles of transparency, accountability, fairness and ethics.","PeriodicalId":283631,"journal":{"name":"2023 International Conference on IT Innovation and Knowledge Discovery (ITIKD)","volume":"57 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130226566","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":"Voice Command Based Remote Surgery Simulator","authors":"Mohammed Badow, Mohammed Al-Qassimi, S. Safdar, A. Al-Felaij, Reem Al-Murbati","doi":"10.1109/ITIKD56332.2023.10100066","DOIUrl":"https://doi.org/10.1109/ITIKD56332.2023.10100066","url":null,"abstract":"Health has always been a vital concern of any society. Therefore, various countries invest significantly in the heath sector to acquire state of the art health infrastructure. It may be noted that not all the countries are economically strong to meet the growing need of health services. Moreover, it is not possible that all countries have same medical experts available. In such case, patients have sometimes been shifted to other countries for treatments. This is an expensive process, whereas if the desired equipment is available locally, then it is possible to carryout treatment. The problem with such an arrangement is that the expertise of medical doctors may sometimes not available locally, whereas they need to be the part of treatment or surgery. The use of advanced technologies can help in achieving such goal. This research proposed and developed a simulator that can take voice commands to present visualized simulation for the guidance of the on-site surgeon to conduct surgery. The surgery is supposed to be done in supervision of expert surgeon connected remotely and the instruction passed by remote surgeon is translated and simulated for better results in surgery. The proposed simulator is devised and tested on four different types of surgeries and the results are very promising in achieving the desired goals.","PeriodicalId":283631,"journal":{"name":"2023 International Conference on IT Innovation and Knowledge Discovery (ITIKD)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133345041","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":"Hybrid Resource Scheduling Algorithms in Heterogeneous Distributed Computing: a Comparative Study and Further Enhancements","authors":"Mandicou Ba, Ahmad Fall, Bachar Salim Haggar","doi":"10.1109/ITIKD56332.2023.10100280","DOIUrl":"https://doi.org/10.1109/ITIKD56332.2023.10100280","url":null,"abstract":"In the context of heterogeneous distributed systems like modern High-Performnace Computing (HPC) that must respond to unpredictable requests of variable complexity with variable resource requirements (processing power as well as storage capacity), a classical scheduling algorithm would not be suitable. Therefore, hybrid dynamic scheduling approaches have been adopted. These later have the ability to adapt over time based on the knowledge gained from the results of previous work. Several techniques are thus used to optimize these algorithms such as resources clustering. In this paper, we propose a comparative study of some of most popular algorithms in order to highlight the situations in which each algorithm is more suitable. We evaluate their performance and evolution in a realistic setting of CloudSim tool without neglecting load-balancing, and measure these performance metrics at runtime.","PeriodicalId":283631,"journal":{"name":"2023 International Conference on IT Innovation and Knowledge Discovery (ITIKD)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128803107","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 Impact of Cashless Payment in Application-Based Transportation on Gen Z User Behavior in Jakarta","authors":"Michael Christian, Henilia Yulita, L. Girsang, Suryo Wibowo, E. Indriyarti, S. Sunarno","doi":"10.1109/ITIKD56332.2023.10100198","DOIUrl":"https://doi.org/10.1109/ITIKD56332.2023.10100198","url":null,"abstract":"Many industrial sectors, including transportation, have seen a series of adjustments or changes because of technological advancements. The traditional mode of transportation, particularly on land, is now application-based. This provides several advantages, including flexibility, convenience, speed, and security. This is also influencing payment methods for these app-based transportation services. Transportation service providers, including one of them, continue to promote the use of this cashless method through promotion or a loyalty point program for service users. This is undeniably appealing to its users, particularly those born after the year 2000. The purpose of this study is to examine the behavior of users who switch to cashless payment methods and the impact on their behavior. Using SmartPLS 3.0 structural modeling and 120 participants in Jakarta, we used application-based transportation services from generation Z. According to the findings of this study, four hypotheses are accepted and three are rejected. This study specifically explains that switching costs have a significant impact on switching decisions. Furthermore, this study demonstrates that the decision to switch has a significant impact on user satisfaction. User satisfaction is significantly influenced by attitude promotion. According to the study's other findings, attitude toward promotion does not moderate the effect of switching costs on switching decisions. The limitations of this study stem from the use of variables that only use transitional forming factors, and satisfaction is based solely on attitude variables and transitional drivers from the promotion aspect. Meanwhile, other variables such as price competition from application-based transportation service providers or the number of competitors may have a different impact, enriching the study's findings. Another suggestion for future research is to cover research areas with sample sizes from different generations.","PeriodicalId":283631,"journal":{"name":"2023 International Conference on IT Innovation and Knowledge Discovery (ITIKD)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121656553","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":"Programming courses Teaching methods Before, During, and After COVID-19 Pandemic","authors":"Jenan Moosa, Amirah Bahaaudeen","doi":"10.1109/ITIKD56332.2023.10099736","DOIUrl":"https://doi.org/10.1109/ITIKD56332.2023.10099736","url":null,"abstract":"During the pandemic of COVID-19 educational institutions have adopted the online teaching and learning mechanisms. This has led to some challenges in teaching programming courses as those considered to be one of the most difficult disciplines. In this research paper, the online teaching methods in addition to the online assessments' methods are discussed and reviewed. A survey for students and instructors is carried out to study the effectiveness of these teaching and assessments methods, and whether students and instructors would like to continue using them after COVID. The survey included students and faculty members from Ahlia University in the Kingdom of Bahrain and University of Business and Technology in the Kingdom of Saudi Arabia. Results are then analyzed and discussed.","PeriodicalId":283631,"journal":{"name":"2023 International Conference on IT Innovation and Knowledge Discovery (ITIKD)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115090664","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":"Hybrid Education and Institutional Readiness","authors":"Neesha Khan Malik, Abdulghani Al-Hattami, Ismail Elmahdi, Abdelmoneim Abusin","doi":"10.1109/ITIKD56332.2023.10100289","DOIUrl":"https://doi.org/10.1109/ITIKD56332.2023.10100289","url":null,"abstract":"Progress is unidirectional by default. The global irreversible shift witnessed in the education sector with the COVID-19 pandemic left teaching and learning far from the same. The current study aims to consider global trends in hybrid education by exploring existing hybrid study models and recognizing institutional readiness by means of hybrid initiatives successfully adopted by institutions. Being conceptual research, the methodology of the current study is based on an extensive review of literature, related to hybrid education, selected carefully from the wealth of academic publications comprising scholarly articles, research journals, webpages, conference proceedings, dissertations, thesis, and authentic material related to the study. A conceptual framework represents the relationship between the research variables. Founded on the qualitative analysis of the data gathered, the study concludes that, while integration of technology in teaching is important, it does not imply total restructuring of what and how we teach. Flexibility in teaching, learning, and testing must become the basis for current pedagogy in meeting the goals of hybrid education. The implications of the current study are proffered to all stakeholders in education along with the recommendations for future research.","PeriodicalId":283631,"journal":{"name":"2023 International Conference on IT Innovation and Knowledge Discovery (ITIKD)","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116447448","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}