This document summarizes a research paper on developing an augmented reality (AR) application called AR Book for education. The application uses AR technologies to display 3D models and diagrams from 10th standard science textbooks. It was created to make learning more interactive and fun for students. The paper describes the literature reviewed on AR applications in education. It provides details on the algorithms and process used to develop the application, which involves importing images from the textbooks into the Vuforia database to be recognized and linked to 3D models created in Unity. The goal is to help students visualize and better understand concepts from their textbooks.
Augmented Reality (AR) for Education SystemIRJET Journal
This document discusses using augmented reality (AR) technology to improve education, specifically for teaching human anatomy. It provides background on AR and how it is being applied in medical education. The document then reviews several existing studies on using AR for anatomy education. Most used portable devices and the Unity/Vuforia platforms to display 3D anatomy models over real-world images. The studies found that AR improved learning outcomes for anatomy compared to traditional methods. This document proposes developing an AR application with 3D models of all human organs to provide more detailed information during anatomy studies.
Augmented reality, the new age technology, has widespread applications in every field imaginable. This technology has proven to be an inflection point in numerous verticals, improving lives and improving performance. In this paper, we explore the various possible applications of Augmented Reality (AR) in the field of Medicine. The objective of using AR in medicine or generally in any field is the fact that, AR helps in motivating the user, making sessions interactive and assist in faster learning. In this paper, we discuss about the applicability of AR in the field of medical diagnosis. Augmented reality technology reinforces remote collaboration, allowing doctors to diagnose patients from a different locality. Additionally, we believe that a much more pronounced effect can be achieved by bringing together the cutting edge technology of AR and the lifesaving field of Medical sciences. AR is a mechanism that could be applied in the learning process too. Similarly, virtual reality could be used in the field where more of practical experience is needed such as driving, sports, neonatal care training.
IRJET-3D Object Tracking and Manipulation in Augmented RealityIRJET Journal
1. The document discusses developing a system using augmented reality to improve learning and understanding of concepts for consumers and workers through interactive 3D models.
2. It proposes using Unity and Vuforia to create AR applications that can detect printed images and display corresponding 3D objects. Users could then observe animations of products to understand their workings.
3. The system aims to make learning more effective by allowing visual and audio-visual observation of concepts, rather than relying solely on text, which takes advantage of human learning abilities.
This document discusses the application of augmented reality (AR) in healthcare. It analyzes 11 publications to understand how AR has been used in medical education and practice. Several key applications of AR in healthcare are discussed, including using AR for medical anatomy education. Studies show AR provides benefits over traditional education methods by allowing three-dimensional interactive models that can be viewed from any angle. AR helps bridge the gap between two-dimensional diagrams and the actual three-dimensional structure of organs. It allows learning at one's own pace and provides anytime access versus limited access to cadavers. The document concludes AR shows promise in improving both teaching and self-learning in medical education compared to current technologies.
3D Object Tracking And Manipulation In Augmented RealitySabrina Ball
This document discusses a proposed system for 3D object tracking and manipulation in augmented reality. The system would use augmented reality on smartphones to display 3D objects using printed images without complicated equipment. This would help accelerate learning and understanding of concepts. Unity graphics engine and Vuforia would be used to track fiducial markers and map 3D models to the markers. Users could interact with and observe animations of 3D product models to better understand their workings. The system aims to improve learning for consumers and workers by creating interactive 3D manuals.
IRJET- Educatar: Dissemination of Conceptualized Information using Augmented ...IRJET Journal
This document describes an augmented reality mobile application called EducatAR that aims to improve conceptual learning using augmented reality and image recognition. The app uses a mobile device's camera to scan images from textbooks. It then uses a trained convolutional neural network to recognize and classify the image. The corresponding 3D model and video are fetched from a cloud database using technologies like Unity, Vuforia, Blender, and Firebase. This allows users to interact with augmented 3D models and videos to enhance understanding of topics. The developers believe this approach can help overcome limitations of current augmented reality education systems by making the learning experience more interactive and visually engaging.
Case Study of Augmented Reality Applications in Medical Fieldijtsrd
Computerized applications are used at greater extent that helps the training in medical field. Augmented reality applications possess an interactive virtual layer on top of reality. The use of augmented reality applications acts as a boon to medical education because they combine digital parts with the practical learning environment. The aim of this research is to investigate the scope of augmented reality applications in medical professionals training [1] This technology is different from virtual reality, in which the user is immersed in a virtual world generated by the computer. The AR system brings the computer into the user world by augmenting the real environment with virtual objects. [2] In Augmented Reality, physical and artificial objects are mixed together in a hybrid space where the user can move without constraints. This paper aims to provide information of current technologies and benefits of augmented reality and to describe the benefits and open issues. [3] Vaishnavi D. Deolekar | Pratibha M. Deshmukh"Case Study of Augmented Reality Applications in Medical Field" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-2 | Issue-4 , June 2018, URL: http://www.ijtsrd.com/papers/ijtsrd15714.pdf http://www.ijtsrd.com/medicine/other/15714/case-study-of-augmented-reality-applications-in-medical-field/vaishnavi-d-deolekar
IRJET- Overview of Augmented Reality in EducationIRJET Journal
This document provides an overview of augmented reality (AR) and its potential applications in education. It defines AR as superimposing digital information onto the real world in real-time. The document then covers four main types of AR and provides examples. It discusses the importance of AR for learning as it can make abstract concepts more concrete and engaging for students. Examples of using AR in classrooms, for homework, and virtual labs are presented. Both the benefits of AR in education, such as interactivity and motivation, and limitations, such as technical issues, are outlined. The document concludes that AR has great potential to enhance learning once technical challenges are addressed.
Augmented Reality (AR) for Education SystemIRJET Journal
This document discusses using augmented reality (AR) technology to improve education, specifically for teaching human anatomy. It provides background on AR and how it is being applied in medical education. The document then reviews several existing studies on using AR for anatomy education. Most used portable devices and the Unity/Vuforia platforms to display 3D anatomy models over real-world images. The studies found that AR improved learning outcomes for anatomy compared to traditional methods. This document proposes developing an AR application with 3D models of all human organs to provide more detailed information during anatomy studies.
Augmented reality, the new age technology, has widespread applications in every field imaginable. This technology has proven to be an inflection point in numerous verticals, improving lives and improving performance. In this paper, we explore the various possible applications of Augmented Reality (AR) in the field of Medicine. The objective of using AR in medicine or generally in any field is the fact that, AR helps in motivating the user, making sessions interactive and assist in faster learning. In this paper, we discuss about the applicability of AR in the field of medical diagnosis. Augmented reality technology reinforces remote collaboration, allowing doctors to diagnose patients from a different locality. Additionally, we believe that a much more pronounced effect can be achieved by bringing together the cutting edge technology of AR and the lifesaving field of Medical sciences. AR is a mechanism that could be applied in the learning process too. Similarly, virtual reality could be used in the field where more of practical experience is needed such as driving, sports, neonatal care training.
IRJET-3D Object Tracking and Manipulation in Augmented RealityIRJET Journal
1. The document discusses developing a system using augmented reality to improve learning and understanding of concepts for consumers and workers through interactive 3D models.
2. It proposes using Unity and Vuforia to create AR applications that can detect printed images and display corresponding 3D objects. Users could then observe animations of products to understand their workings.
3. The system aims to make learning more effective by allowing visual and audio-visual observation of concepts, rather than relying solely on text, which takes advantage of human learning abilities.
This document discusses the application of augmented reality (AR) in healthcare. It analyzes 11 publications to understand how AR has been used in medical education and practice. Several key applications of AR in healthcare are discussed, including using AR for medical anatomy education. Studies show AR provides benefits over traditional education methods by allowing three-dimensional interactive models that can be viewed from any angle. AR helps bridge the gap between two-dimensional diagrams and the actual three-dimensional structure of organs. It allows learning at one's own pace and provides anytime access versus limited access to cadavers. The document concludes AR shows promise in improving both teaching and self-learning in medical education compared to current technologies.
3D Object Tracking And Manipulation In Augmented RealitySabrina Ball
This document discusses a proposed system for 3D object tracking and manipulation in augmented reality. The system would use augmented reality on smartphones to display 3D objects using printed images without complicated equipment. This would help accelerate learning and understanding of concepts. Unity graphics engine and Vuforia would be used to track fiducial markers and map 3D models to the markers. Users could interact with and observe animations of 3D product models to better understand their workings. The system aims to improve learning for consumers and workers by creating interactive 3D manuals.
IRJET- Educatar: Dissemination of Conceptualized Information using Augmented ...IRJET Journal
This document describes an augmented reality mobile application called EducatAR that aims to improve conceptual learning using augmented reality and image recognition. The app uses a mobile device's camera to scan images from textbooks. It then uses a trained convolutional neural network to recognize and classify the image. The corresponding 3D model and video are fetched from a cloud database using technologies like Unity, Vuforia, Blender, and Firebase. This allows users to interact with augmented 3D models and videos to enhance understanding of topics. The developers believe this approach can help overcome limitations of current augmented reality education systems by making the learning experience more interactive and visually engaging.
Case Study of Augmented Reality Applications in Medical Fieldijtsrd
Computerized applications are used at greater extent that helps the training in medical field. Augmented reality applications possess an interactive virtual layer on top of reality. The use of augmented reality applications acts as a boon to medical education because they combine digital parts with the practical learning environment. The aim of this research is to investigate the scope of augmented reality applications in medical professionals training [1] This technology is different from virtual reality, in which the user is immersed in a virtual world generated by the computer. The AR system brings the computer into the user world by augmenting the real environment with virtual objects. [2] In Augmented Reality, physical and artificial objects are mixed together in a hybrid space where the user can move without constraints. This paper aims to provide information of current technologies and benefits of augmented reality and to describe the benefits and open issues. [3] Vaishnavi D. Deolekar | Pratibha M. Deshmukh"Case Study of Augmented Reality Applications in Medical Field" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-2 | Issue-4 , June 2018, URL: http://www.ijtsrd.com/papers/ijtsrd15714.pdf http://www.ijtsrd.com/medicine/other/15714/case-study-of-augmented-reality-applications-in-medical-field/vaishnavi-d-deolekar
IRJET- Overview of Augmented Reality in EducationIRJET Journal
This document provides an overview of augmented reality (AR) and its potential applications in education. It defines AR as superimposing digital information onto the real world in real-time. The document then covers four main types of AR and provides examples. It discusses the importance of AR for learning as it can make abstract concepts more concrete and engaging for students. Examples of using AR in classrooms, for homework, and virtual labs are presented. Both the benefits of AR in education, such as interactivity and motivation, and limitations, such as technical issues, are outlined. The document concludes that AR has great potential to enhance learning once technical challenges are addressed.
This document describes an automated classroom enhancement system that uses various technologies like computer vision, deep learning, and augmented reality. It proposes a facial attendance system that uses convolutional neural networks to identify student faces with 96% accuracy for attendance tracking purposes. It also details an overhead projector 2.0 system that allows instructors to project notes and augmented reality models onto the classroom for interactive and engaging lessons. Additionally, it automatically generates and distributes PDF notes and materials to students for convenient access to course content. The system is designed to enhance the educational experience for both students and teachers through automated tools and augmented reality integrations.
A mobile application which can save time, effort and money by giving technical video explanation based on the recognized image for learners. The collected video information contains all the detailed explanation of the scanned image done by the user. This application groups Augmented reality , 3d objects , sound , video , AI for image recognition into an easy and compact application for the benefit of the every learner. This web application is built C#, UNITY, VUFORIA with the help of Vuforia server connected by asserts. This mobile application serves as an easier way to access details and documentaries related to recognized object. It includes an automatic AR Camera and image target along with the video player which makes it easier for recognizing the image and to learn. The database is done with Vuforia cloud database. The UI provides an excellent user friendly environment that makes the communication more interactive.
City i-Tick: The android based mobile application for students’ attendance at...journalBEEI
This paper presents City i-Tick, the android based mobile application for students’ attendance at a university. In this study, we developed mobile application for lecturers to take students’ attendance in City University, Petaling Jaya. Managing students’ attendance during lecture periods has become a difficult challenge. The research objectives for this study are to identify user requirement for City i-Tick, to design and develop City i-Tick, and to demonstrate the prototype of City i-Tick. The study is a narrative participatory design and exploits Design Thinking as the research methodology. City i-Tick was successfully validated by 14 lecturers and System Usability Scale (SUS) was used to determine the findings of the study. We found that City i-Tick is effective for lecturers in taking attendance because it is easy to use, easy to learn, and the users feel confident when using this application.
Augmented Reality for Smart Profile Display Part-1IRJET Journal
This document discusses using augmented reality to display student profiles in an educational setting. It proposes a system that uses augmented reality and facial recognition to quickly retrieve a student's information by scanning their face. The system would use the mobile device's camera, augmented reality databases like Vuforia, and the Unity 3D engine. When a student's face is scanned, their photo and corresponding data would be overlaid on the interface in real-time, providing a faster way to access profiles. The document reviews related works applying augmented reality and discusses potential applications of the system in areas like classrooms, assignments, and safety in laboratory experiments.
Augmented Reality for Smart Profile Display Part-1IRJET Journal
This document discusses using augmented reality to display student profiles in an educational setting. It proposes using Unity 3D and Vuforia to scan a student's face and retrieve their academic information from a database to display virtually. The system could reduce the time needed to look up student records and provide a richer interactive experience. It reviews related work applying augmented reality in other domains and potential applications of the technology in education, such as smart classrooms, augmented worksheets, and assisting distance learning.
This document presents a study on the theoretical and empirical validation that has been done on aspect-oriented software maintainability metrics. It describes the methodology used, which involved searching literature sources and selecting papers related to aspect-oriented maintainability metrics. The results are discussed in tables, showing that most papers focus on empirical validation of metrics rather than theoretical validation. Several papers are described that empirically validated specific metrics related to maintainability. However, the study notes that more theoretical validation of metrics is still needed before empirical validation. Threats to validity, such as bias and limited data extraction, are also presented.
This document discusses the potential applications of augmented reality (AR) in education. It begins by introducing AR and how it can make learning more engaging by allowing students to see 3D objects overlayed on the real world. The document then reviews related literature that has found AR and virtual reality can improve learning outcomes in fields like engineering education. It discusses how AR could help address challenges in remote areas by providing educational resources. The document concludes by stating the goal of developing an AR system to help students better understand difficult concepts by rendering them in 3D.
Cloud computing in eHealthis an emerging area for only few years. There needs to identify the state of the
art and pinpoint challenges and possible directions for researchers and applications developers. Based on
this need, we have conducted a systematic review of cloud computing in eHealth. We searched ACM
Digital Library, IEEE Xplore, Inspec, ISI Web of Science and Springer as well as relevant open-access
journals for relevant articles. A total of 237 studies were first searched, of which 44 papers met the Include
Criteria. The studies identified three types of studied areas about cloud computing in eHealth, namely (1)
cloud-based eHealth framework design (n=13);(2) applications of cloud computing (n=17); and (3)
security or privacy control mechanisms of healthcare data in the cloud (n=14). Most of the studies in the
review were about designs and concept-proof. Only very few studies have evaluated their research in the
real world, which may indicate that the application of cloud computing in eHealth is still very immature.
However, our presented review could pinpoint that a hybrid cloud platform with mixed access control and
security protection mechanisms will be a main research area for developing citizen centred home-based
healthcare applications.
A Systematic Literature Review of Cloud Computing in Ehealth hiij
Cloud computing in eHealthis an emerging area for only few years. There needs to identify the state of the art and pinpoint challenges and possible directions for researchers and applications developers. Based on this need, we have conducted a systematic review of cloud computing in eHealth. We searched ACM Digital Library, IEEE Xplore, Inspec, ISI Web of Science and Springer as well as relevant open-access journals for relevant articles. A total of 237 studies were first searched, of which 44 papers met the Include Criteria. The studies identified three types of studied areas about cloud computing in eHealth, namely (1) cloud-based eHealth framework design (n=13);(2) applications of cloud computing (n=17); and (3) security or privacy control mechanisms of healthcare data in the cloud (n=14). Most of the studies in the review were about designs and concept-proof. Only very few studies have evaluated their research in the real world, which may indicate that the application of cloud computing in eHealth is still very immature. However, our presented review could pinpoint that a hybrid cloud platform with mixed access control and security protection mechanisms will be a main research area for developing citizen centred home-based healthcare applications.
IRJET- Prayog B.E. Android Application-An E-Learning Educational SystemIRJET Journal
This document summarizes a research paper on the Prayog B.E. Android Application, which is an e-learning educational system developed for the Nagpur Institute of Technology. The application allows students to view practical lab videos and journals on their mobile phones to help learn and study engineering concepts and prepare for exams. It was created using Java for the Android operating system. The application provides videos and journals for various IT and CSE practical experiments. Evaluation of the application found that it helped students better understand practical concepts and improve confidence in their studies by allowing repeated viewing of videos and materials. Future work may include expanding it to additional engineering disciplines and years.
AN APPLICATION OF PHYSICS EXPERIMENTS OF HIGH SCHOOL BY USING AUGMENTED REALITYijseajournal
There has been done little research to validate the utility and usability of virtual and augmented reality
environments. The evaluation of usability of these new technologies is very important to design systems that
are more intuitive than a traditional method. Such an evaluation is also important for future development
of applications that can gain from this new technology. The augmented reality (AR) is a technology that
embedded virtual object (video, picture and 3D object) to the user view the real world. The combination of
AR technology with the educational content creates new type of automated applications and acts to
enhance the effectiveness and attractiveness of teaching and learning for students in real life scenarios. The
study aims to improve the teaching methods used in secondary school by employing modern educational
technology and thus assess the effectiveness of AR apps in teaching students the physics experiments.
Therefore, in this study we took the challenge of adapting this technology to facilitate physics subject in
secondary school.
This document provides a literature review and overview of augmented reality (AR) technologies. It discusses several enabling technologies for AR, including head-mounted displays, handheld displays, and tracking methods. The document reviews research on AR development tools, applications of AR in education, and challenges and future directions for AR. Key advantages of AR include enhancing real-world experiences and making invisible objects observable. However, challenges include cognitive overload and usability difficulties for some users. Overall, the literature indicates that AR has significant potential to improve education and other fields when designed appropriately.
IRJET- Mobile Assisted Remote Healthcare ServiceIRJET Journal
This document describes a mobile application that provides remote healthcare services using data mining techniques. The application allows users to input symptoms and will then predict potential diseases, provide first aid recommendations, locate nearby hospitals, and book appointments with doctors. It is intended to help patients, health workers, and those in remote areas access healthcare services. The application protects patient privacy and includes access controls for data. It uses a knowledge-based model stored as a graph database to make diagnoses and recommendations by identifying relationships between diseases, symptoms, and information.
A systematic review of immersive virtual reality applications for higher educ...eraser Juan José Calderón
A systematic review of immersive virtual reality applications for higher education: Design elements, lessons learned, and research agenda.
Jaziar Radianti, Tim A. Majchrzak, Jennifer Fromm & Isabell Wohlgenannt.
Wearable Technology in E Learning and Health Careijtsrd
The rapid increase in the mobile and wireless technology has led to the establishment of various design approaches to the user’s requirements. Thus among the recent developing technologies the wearable technology has seen a increasing demand and thus it is a growing field. The wearable technologies are those intelligent devices with a variety of sensors to track the physical movements of a person, these devices are lightweight very easy to carry and bendable. With the latest emergence and the adoption of the internet and mobile technology, now the wearable technology is also a impactful solution to manage and increase the classroom involvement. There a wide variety of wearable devices which are available like smartwatches, Google lenses, smart clothing, etc. And it is often complex for the educators to implement these advanced techniques to higher educational contexts. This paper focuses on studying the different applications of this evolving technology in the e learning field. Aditya Vijay Parab "Wearable Technology in E-Learning and Health Care" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-4 | Issue-3 , April 2020, URL: https://www.ijtsrd.com/papers/ijtsrd30235.pdf Paper Url :https://www.ijtsrd.com/computer-science/other/30235/wearable-technology-in-elearning-and-health-care/aditya-vijay-parab
Gender and age classification using deep learningIRJET Journal
This document presents research on using deep learning techniques for gender and age classification from facial images. Specifically, it involves using a convolutional neural network (CNN) model trained on the UTKFace dataset to predict gender and estimate age from input images. The paper discusses related work applying CNNs and other methods for this task. It outlines the objectives, tools (Android Studio, TensorFlow/Keras), and proposed methodology which includes preprocessing the UTKFace data, building and training a CNN model, converting it to a format for mobile applications, and developing an Android app to classify gender and estimate age from input facial images with 80% accuracy.
GYM MANAGEMENT SYSTEM USING AUGMENTED REALITYIRJET Journal
This document presents a research paper on developing a Gym Management System using Augmented Reality. The proposed system aims to address issues with current manual gym management systems by developing a mobile application. Key features of the app include displaying nearby gyms and their fees to users, keeping attendance records of members, and using augmented reality to scan gym equipment and display the proper way to use each machine. The system will also provide workout and diet plans to users. The document discusses the literature on existing gym management systems and augmented reality technologies. It provides details on the proposed app's features and the problems it aims to solve compared to manual systems. The results and performance of the system are yet to be seen once developed.
An intelligent approach to take care of mother and baby healthIJECEIAES
This is the era of technology and is widely used in every sector. In Bangladesh the use of technology is increasing day by day in many sectors. Health sector is one of them. This research is designed and developed to help the pregnant women to get weekly information on development and conditions of their health and the growing child inside their womb. This system will notify expectant mothers automatically about their health checkup date and time. It provides general and special health information to the expectant mothers. It is designed with user friendly interface so that an expectant mother can use this system very effectively. This system allows a unique secure login system and provides a unique suggestion to the expectant mothers.This system is very user friendly and useful.
React based fullstack edtech web applicationIRJET Journal
The document describes the architecture of an educational technology web application built using the MERN stack. It discusses the frontend developed with ReactJS, backend with NodeJS and ExpressJS, and MongoDB database. The frontend provides dynamic user interfaces, while the backend offers APIs for authentication, course management, and other functions. MongoDB enables flexible data storage. The architecture aims to provide a scalable, responsive platform for online learning.
ANALYSIS OF DEVELOPMENT COOPERATION WITH SHARED AUTHORING ENVIRONMENT IN ACAD...IJITE
Team work is an important training element of future software engineers. However, the evaluation of the
performance of collaboration among individuals is very subjective. Meanwhile, how to effectively
promote the collaboration in an academic setting is an even more challenging task. The lack of a common
standard or method for the assessment is a practical issue in software engineering projects. With the
rapid development of shared authoring environments, such as Wiki, more and more educational
institutions are studying the adaptability of such kind of collaborative platforms. In order to study the
applicability of adopting wiki-based shared authoring environments in software engineering education,
we have proposed three major research questions. By solving these problems, we try to answer some of
the most important questions in adopting shared authoring platforms in academic settings.
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...IRJET Journal
1) The document discusses the Sungal Tunnel project in Jammu and Kashmir, India, which is being constructed using the New Austrian Tunneling Method (NATM).
2) NATM involves continuous monitoring during construction to adapt to changing ground conditions, and makes extensive use of shotcrete for temporary tunnel support.
3) The methodology section outlines the systematic geotechnical design process for tunnels according to Austrian guidelines, and describes the various steps of NATM tunnel construction including initial and secondary tunnel support.
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTUREIRJET Journal
This study examines the effect of response reduction factors (R factors) on reinforced concrete (RC) framed structures through nonlinear dynamic analysis. Three RC frame models with varying heights (4, 8, and 12 stories) were analyzed in ETABS software under different R factors ranging from 1 to 5. The results showed that displacement increased as the R factor decreased, indicating less linear behavior for lower R factors. Drift also decreased proportionally with increasing R factors from 1 to 5. Shear forces in the frames decreased with higher R factors. In general, R factors of 3 to 5 produced more satisfactory performance with less displacement and drift. The displacement variations between different building heights were consistent at different R factors. This study evaluated how R factors influence
This document describes an automated classroom enhancement system that uses various technologies like computer vision, deep learning, and augmented reality. It proposes a facial attendance system that uses convolutional neural networks to identify student faces with 96% accuracy for attendance tracking purposes. It also details an overhead projector 2.0 system that allows instructors to project notes and augmented reality models onto the classroom for interactive and engaging lessons. Additionally, it automatically generates and distributes PDF notes and materials to students for convenient access to course content. The system is designed to enhance the educational experience for both students and teachers through automated tools and augmented reality integrations.
A mobile application which can save time, effort and money by giving technical video explanation based on the recognized image for learners. The collected video information contains all the detailed explanation of the scanned image done by the user. This application groups Augmented reality , 3d objects , sound , video , AI for image recognition into an easy and compact application for the benefit of the every learner. This web application is built C#, UNITY, VUFORIA with the help of Vuforia server connected by asserts. This mobile application serves as an easier way to access details and documentaries related to recognized object. It includes an automatic AR Camera and image target along with the video player which makes it easier for recognizing the image and to learn. The database is done with Vuforia cloud database. The UI provides an excellent user friendly environment that makes the communication more interactive.
City i-Tick: The android based mobile application for students’ attendance at...journalBEEI
This paper presents City i-Tick, the android based mobile application for students’ attendance at a university. In this study, we developed mobile application for lecturers to take students’ attendance in City University, Petaling Jaya. Managing students’ attendance during lecture periods has become a difficult challenge. The research objectives for this study are to identify user requirement for City i-Tick, to design and develop City i-Tick, and to demonstrate the prototype of City i-Tick. The study is a narrative participatory design and exploits Design Thinking as the research methodology. City i-Tick was successfully validated by 14 lecturers and System Usability Scale (SUS) was used to determine the findings of the study. We found that City i-Tick is effective for lecturers in taking attendance because it is easy to use, easy to learn, and the users feel confident when using this application.
Augmented Reality for Smart Profile Display Part-1IRJET Journal
This document discusses using augmented reality to display student profiles in an educational setting. It proposes a system that uses augmented reality and facial recognition to quickly retrieve a student's information by scanning their face. The system would use the mobile device's camera, augmented reality databases like Vuforia, and the Unity 3D engine. When a student's face is scanned, their photo and corresponding data would be overlaid on the interface in real-time, providing a faster way to access profiles. The document reviews related works applying augmented reality and discusses potential applications of the system in areas like classrooms, assignments, and safety in laboratory experiments.
Augmented Reality for Smart Profile Display Part-1IRJET Journal
This document discusses using augmented reality to display student profiles in an educational setting. It proposes using Unity 3D and Vuforia to scan a student's face and retrieve their academic information from a database to display virtually. The system could reduce the time needed to look up student records and provide a richer interactive experience. It reviews related work applying augmented reality in other domains and potential applications of the technology in education, such as smart classrooms, augmented worksheets, and assisting distance learning.
This document presents a study on the theoretical and empirical validation that has been done on aspect-oriented software maintainability metrics. It describes the methodology used, which involved searching literature sources and selecting papers related to aspect-oriented maintainability metrics. The results are discussed in tables, showing that most papers focus on empirical validation of metrics rather than theoretical validation. Several papers are described that empirically validated specific metrics related to maintainability. However, the study notes that more theoretical validation of metrics is still needed before empirical validation. Threats to validity, such as bias and limited data extraction, are also presented.
This document discusses the potential applications of augmented reality (AR) in education. It begins by introducing AR and how it can make learning more engaging by allowing students to see 3D objects overlayed on the real world. The document then reviews related literature that has found AR and virtual reality can improve learning outcomes in fields like engineering education. It discusses how AR could help address challenges in remote areas by providing educational resources. The document concludes by stating the goal of developing an AR system to help students better understand difficult concepts by rendering them in 3D.
Cloud computing in eHealthis an emerging area for only few years. There needs to identify the state of the
art and pinpoint challenges and possible directions for researchers and applications developers. Based on
this need, we have conducted a systematic review of cloud computing in eHealth. We searched ACM
Digital Library, IEEE Xplore, Inspec, ISI Web of Science and Springer as well as relevant open-access
journals for relevant articles. A total of 237 studies were first searched, of which 44 papers met the Include
Criteria. The studies identified three types of studied areas about cloud computing in eHealth, namely (1)
cloud-based eHealth framework design (n=13);(2) applications of cloud computing (n=17); and (3)
security or privacy control mechanisms of healthcare data in the cloud (n=14). Most of the studies in the
review were about designs and concept-proof. Only very few studies have evaluated their research in the
real world, which may indicate that the application of cloud computing in eHealth is still very immature.
However, our presented review could pinpoint that a hybrid cloud platform with mixed access control and
security protection mechanisms will be a main research area for developing citizen centred home-based
healthcare applications.
A Systematic Literature Review of Cloud Computing in Ehealth hiij
Cloud computing in eHealthis an emerging area for only few years. There needs to identify the state of the art and pinpoint challenges and possible directions for researchers and applications developers. Based on this need, we have conducted a systematic review of cloud computing in eHealth. We searched ACM Digital Library, IEEE Xplore, Inspec, ISI Web of Science and Springer as well as relevant open-access journals for relevant articles. A total of 237 studies were first searched, of which 44 papers met the Include Criteria. The studies identified three types of studied areas about cloud computing in eHealth, namely (1) cloud-based eHealth framework design (n=13);(2) applications of cloud computing (n=17); and (3) security or privacy control mechanisms of healthcare data in the cloud (n=14). Most of the studies in the review were about designs and concept-proof. Only very few studies have evaluated their research in the real world, which may indicate that the application of cloud computing in eHealth is still very immature. However, our presented review could pinpoint that a hybrid cloud platform with mixed access control and security protection mechanisms will be a main research area for developing citizen centred home-based healthcare applications.
IRJET- Prayog B.E. Android Application-An E-Learning Educational SystemIRJET Journal
This document summarizes a research paper on the Prayog B.E. Android Application, which is an e-learning educational system developed for the Nagpur Institute of Technology. The application allows students to view practical lab videos and journals on their mobile phones to help learn and study engineering concepts and prepare for exams. It was created using Java for the Android operating system. The application provides videos and journals for various IT and CSE practical experiments. Evaluation of the application found that it helped students better understand practical concepts and improve confidence in their studies by allowing repeated viewing of videos and materials. Future work may include expanding it to additional engineering disciplines and years.
AN APPLICATION OF PHYSICS EXPERIMENTS OF HIGH SCHOOL BY USING AUGMENTED REALITYijseajournal
There has been done little research to validate the utility and usability of virtual and augmented reality
environments. The evaluation of usability of these new technologies is very important to design systems that
are more intuitive than a traditional method. Such an evaluation is also important for future development
of applications that can gain from this new technology. The augmented reality (AR) is a technology that
embedded virtual object (video, picture and 3D object) to the user view the real world. The combination of
AR technology with the educational content creates new type of automated applications and acts to
enhance the effectiveness and attractiveness of teaching and learning for students in real life scenarios. The
study aims to improve the teaching methods used in secondary school by employing modern educational
technology and thus assess the effectiveness of AR apps in teaching students the physics experiments.
Therefore, in this study we took the challenge of adapting this technology to facilitate physics subject in
secondary school.
This document provides a literature review and overview of augmented reality (AR) technologies. It discusses several enabling technologies for AR, including head-mounted displays, handheld displays, and tracking methods. The document reviews research on AR development tools, applications of AR in education, and challenges and future directions for AR. Key advantages of AR include enhancing real-world experiences and making invisible objects observable. However, challenges include cognitive overload and usability difficulties for some users. Overall, the literature indicates that AR has significant potential to improve education and other fields when designed appropriately.
IRJET- Mobile Assisted Remote Healthcare ServiceIRJET Journal
This document describes a mobile application that provides remote healthcare services using data mining techniques. The application allows users to input symptoms and will then predict potential diseases, provide first aid recommendations, locate nearby hospitals, and book appointments with doctors. It is intended to help patients, health workers, and those in remote areas access healthcare services. The application protects patient privacy and includes access controls for data. It uses a knowledge-based model stored as a graph database to make diagnoses and recommendations by identifying relationships between diseases, symptoms, and information.
A systematic review of immersive virtual reality applications for higher educ...eraser Juan José Calderón
A systematic review of immersive virtual reality applications for higher education: Design elements, lessons learned, and research agenda.
Jaziar Radianti, Tim A. Majchrzak, Jennifer Fromm & Isabell Wohlgenannt.
Wearable Technology in E Learning and Health Careijtsrd
The rapid increase in the mobile and wireless technology has led to the establishment of various design approaches to the user’s requirements. Thus among the recent developing technologies the wearable technology has seen a increasing demand and thus it is a growing field. The wearable technologies are those intelligent devices with a variety of sensors to track the physical movements of a person, these devices are lightweight very easy to carry and bendable. With the latest emergence and the adoption of the internet and mobile technology, now the wearable technology is also a impactful solution to manage and increase the classroom involvement. There a wide variety of wearable devices which are available like smartwatches, Google lenses, smart clothing, etc. And it is often complex for the educators to implement these advanced techniques to higher educational contexts. This paper focuses on studying the different applications of this evolving technology in the e learning field. Aditya Vijay Parab "Wearable Technology in E-Learning and Health Care" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-4 | Issue-3 , April 2020, URL: https://www.ijtsrd.com/papers/ijtsrd30235.pdf Paper Url :https://www.ijtsrd.com/computer-science/other/30235/wearable-technology-in-elearning-and-health-care/aditya-vijay-parab
Gender and age classification using deep learningIRJET Journal
This document presents research on using deep learning techniques for gender and age classification from facial images. Specifically, it involves using a convolutional neural network (CNN) model trained on the UTKFace dataset to predict gender and estimate age from input images. The paper discusses related work applying CNNs and other methods for this task. It outlines the objectives, tools (Android Studio, TensorFlow/Keras), and proposed methodology which includes preprocessing the UTKFace data, building and training a CNN model, converting it to a format for mobile applications, and developing an Android app to classify gender and estimate age from input facial images with 80% accuracy.
GYM MANAGEMENT SYSTEM USING AUGMENTED REALITYIRJET Journal
This document presents a research paper on developing a Gym Management System using Augmented Reality. The proposed system aims to address issues with current manual gym management systems by developing a mobile application. Key features of the app include displaying nearby gyms and their fees to users, keeping attendance records of members, and using augmented reality to scan gym equipment and display the proper way to use each machine. The system will also provide workout and diet plans to users. The document discusses the literature on existing gym management systems and augmented reality technologies. It provides details on the proposed app's features and the problems it aims to solve compared to manual systems. The results and performance of the system are yet to be seen once developed.
An intelligent approach to take care of mother and baby healthIJECEIAES
This is the era of technology and is widely used in every sector. In Bangladesh the use of technology is increasing day by day in many sectors. Health sector is one of them. This research is designed and developed to help the pregnant women to get weekly information on development and conditions of their health and the growing child inside their womb. This system will notify expectant mothers automatically about their health checkup date and time. It provides general and special health information to the expectant mothers. It is designed with user friendly interface so that an expectant mother can use this system very effectively. This system allows a unique secure login system and provides a unique suggestion to the expectant mothers.This system is very user friendly and useful.
React based fullstack edtech web applicationIRJET Journal
The document describes the architecture of an educational technology web application built using the MERN stack. It discusses the frontend developed with ReactJS, backend with NodeJS and ExpressJS, and MongoDB database. The frontend provides dynamic user interfaces, while the backend offers APIs for authentication, course management, and other functions. MongoDB enables flexible data storage. The architecture aims to provide a scalable, responsive platform for online learning.
ANALYSIS OF DEVELOPMENT COOPERATION WITH SHARED AUTHORING ENVIRONMENT IN ACAD...IJITE
Team work is an important training element of future software engineers. However, the evaluation of the
performance of collaboration among individuals is very subjective. Meanwhile, how to effectively
promote the collaboration in an academic setting is an even more challenging task. The lack of a common
standard or method for the assessment is a practical issue in software engineering projects. With the
rapid development of shared authoring environments, such as Wiki, more and more educational
institutions are studying the adaptability of such kind of collaborative platforms. In order to study the
applicability of adopting wiki-based shared authoring environments in software engineering education,
we have proposed three major research questions. By solving these problems, we try to answer some of
the most important questions in adopting shared authoring platforms in academic settings.
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...IRJET Journal
1) The document discusses the Sungal Tunnel project in Jammu and Kashmir, India, which is being constructed using the New Austrian Tunneling Method (NATM).
2) NATM involves continuous monitoring during construction to adapt to changing ground conditions, and makes extensive use of shotcrete for temporary tunnel support.
3) The methodology section outlines the systematic geotechnical design process for tunnels according to Austrian guidelines, and describes the various steps of NATM tunnel construction including initial and secondary tunnel support.
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTUREIRJET Journal
This study examines the effect of response reduction factors (R factors) on reinforced concrete (RC) framed structures through nonlinear dynamic analysis. Three RC frame models with varying heights (4, 8, and 12 stories) were analyzed in ETABS software under different R factors ranging from 1 to 5. The results showed that displacement increased as the R factor decreased, indicating less linear behavior for lower R factors. Drift also decreased proportionally with increasing R factors from 1 to 5. Shear forces in the frames decreased with higher R factors. In general, R factors of 3 to 5 produced more satisfactory performance with less displacement and drift. The displacement variations between different building heights were consistent at different R factors. This study evaluated how R factors influence
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...IRJET Journal
This study compares the use of Stark Steel and TMT Steel as reinforcement materials in a two-way reinforced concrete slab. Mechanical testing is conducted to determine the tensile strength, yield strength, and other properties of each material. A two-way slab design adhering to codes and standards is executed with both materials. The performance is analyzed in terms of deflection, stability under loads, and displacement. Cost analyses accounting for material, durability, maintenance, and life cycle costs are also conducted. The findings provide insights into the economic and structural implications of each material for reinforcement selection and recommendations on the most suitable material based on the analysis.
Effect of Camber and Angles of Attack on Airfoil CharacteristicsIRJET Journal
This document discusses a study analyzing the effect of camber, position of camber, and angle of attack on the aerodynamic characteristics of airfoils. Sixteen modified asymmetric NACA airfoils were analyzed using computational fluid dynamics (CFD) by varying the camber, camber position, and angle of attack. The results showed the relationship between these parameters and the lift coefficient, drag coefficient, and lift to drag ratio. This provides insight into how changes in airfoil geometry impact aerodynamic performance.
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...IRJET Journal
This document reviews the progress and challenges of aluminum-based metal matrix composites (MMCs), focusing on their fabrication processes and applications. It discusses how various aluminum MMCs have been developed using reinforcements like borides, carbides, oxides, and nitrides to improve mechanical and wear properties. These composites have gained prominence for their lightweight, high-strength and corrosion resistance properties. The document also examines recent advancements in fabrication techniques for aluminum MMCs and their growing applications in industries such as aerospace and automotive. However, it notes that challenges remain around issues like improper mixing of reinforcements and reducing reinforcement agglomeration.
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...IRJET Journal
This document discusses research on using graph neural networks (GNNs) for dynamic optimization of public transportation networks in real-time. GNNs represent transit networks as graphs with nodes as stops and edges as connections. The GNN model aims to optimize networks using real-time data on vehicle locations, arrival times, and passenger loads. This helps increase mobility, decrease traffic, and improve efficiency. The system continuously trains and infers to adapt to changing transit conditions, providing decision support tools. While research has focused on performance, more work is needed on security, socio-economic impacts, contextual generalization of models, continuous learning approaches, and effective real-time visualization.
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...IRJET Journal
This document summarizes a research project that aims to compare the structural performance of conventional slab and grid slab systems in multi-story buildings using ETABS software. The study will analyze both symmetric and asymmetric building models under various loading conditions. Parameters like deflections, moments, shears, and stresses will be examined to evaluate the structural effectiveness of each slab type. The results will provide insights into the comparative behavior of conventional and grid slabs to help engineers and architects select appropriate slab systems based on building layouts and design requirements.
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...IRJET Journal
This document summarizes and reviews a research paper on the seismic response of reinforced concrete (RC) structures with plan and vertical irregularities, with and without infill walls. It discusses how infill walls can improve or reduce the seismic performance of RC buildings, depending on factors like wall layout, height distribution, connection to the frame, and relative stiffness of walls and frames. The reviewed research paper analyzes the behavior of infill walls, effects of vertical irregularities, and seismic performance of high-rise structures under linear static and dynamic analysis. It studies response characteristics like story drift, deflection and shear. The document also provides literature on similar research investigating the effects of infill walls, soft stories, plan irregularities, and different
This document provides a review of machine learning techniques used in Advanced Driver Assistance Systems (ADAS). It begins with an abstract that summarizes key applications of machine learning in ADAS, including object detection, recognition, and decision-making. The introduction discusses the integration of machine learning in ADAS and how it is transforming vehicle safety. The literature review then examines several research papers on topics like lightweight deep learning models for object detection and lane detection models using image processing. It concludes by discussing challenges and opportunities in the field, such as improving algorithm robustness and adaptability.
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...IRJET Journal
The document analyzes temperature and precipitation trends in Asosa District, Benishangul Gumuz Region, Ethiopia from 1993 to 2022 based on data from the local meteorological station. The results show:
1) The average maximum and minimum annual temperatures have generally decreased over time, with maximum temperatures decreasing by a factor of -0.0341 and minimum by -0.0152.
2) Mann-Kendall tests found the decreasing temperature trends to be statistically significant for annual maximum temperatures but not for annual minimum temperatures.
3) Annual precipitation in Asosa District showed a statistically significant increasing trend.
The conclusions recommend development planners account for rising summer precipitation and declining temperatures in
P.E.B. Framed Structure Design and Analysis Using STAAD ProIRJET Journal
This document discusses the design and analysis of pre-engineered building (PEB) framed structures using STAAD Pro software. It provides an overview of PEBs, including that they are designed off-site with building trusses and beams produced in a factory. STAAD Pro is identified as a key tool for modeling, analyzing, and designing PEBs to ensure their performance and safety under various load scenarios. The document outlines modeling structural parts in STAAD Pro, evaluating structural reactions, assigning loads, and following international design codes and standards. In summary, STAAD Pro is used to design and analyze PEB framed structures to ensure safety and code compliance.
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...IRJET Journal
This document provides a review of research on innovative fiber integration methods for reinforcing concrete structures. It discusses studies that have explored using carbon fiber reinforced polymer (CFRP) composites with recycled plastic aggregates to develop more sustainable strengthening techniques. It also examines using ultra-high performance fiber reinforced concrete to improve shear strength in beams. Additional topics covered include the dynamic responses of FRP-strengthened beams under static and impact loads, and the performance of preloaded CFRP-strengthened fiber reinforced concrete beams. The review highlights the potential of fiber composites to enable more sustainable and resilient construction practices.
Survey Paper on Cloud-Based Secured Healthcare SystemIRJET Journal
This document summarizes a survey on securing patient healthcare data in cloud-based systems. It discusses using technologies like facial recognition, smart cards, and cloud computing combined with strong encryption to securely store patient data. The survey found that healthcare professionals believe digitizing patient records and storing them in a centralized cloud system would improve access during emergencies and enable more efficient care compared to paper-based systems. However, ensuring privacy and security of patient data is paramount as healthcare incorporates these digital technologies.
Review on studies and research on widening of existing concrete bridgesIRJET Journal
This document summarizes several studies that have been conducted on widening existing concrete bridges. It describes a study from China that examined load distribution factors for a bridge widened with composite steel-concrete girders. It also outlines challenges and solutions for widening a bridge in the UAE, including replacing bearings and stitching the new and existing structures. Additionally, it discusses two bridge widening projects in New Zealand that involved adding precast beams and stitching to connect structures. Finally, safety measures and challenges for strengthening a historic bridge in Switzerland under live traffic are presented.
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...IRJET Journal
This paper proposes integrating Internet of Things (IoT) and blockchain technologies to help implement objectives of India's National Education Policy (NEP) in the education sector. The paper discusses how blockchain could be used for secure student data management, credential verification, and decentralized learning platforms. IoT devices could create smart classrooms, automate attendance tracking, and enable real-time monitoring. Blockchain would ensure integrity of exam processes and resource allocation, while smart contracts automate agreements. The paper argues this integration has potential to revolutionize education by making it more secure, transparent and efficient, in alignment with NEP goals. However, challenges like infrastructure needs, data privacy, and collaborative efforts are also discussed.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.IRJET Journal
This document provides a review of research on the performance of coconut fibre reinforced concrete. It summarizes several studies that tested different volume fractions and lengths of coconut fibres in concrete mixtures with varying compressive strengths. The studies found that coconut fibre improved properties like tensile strength, toughness, crack resistance, and spalling resistance compared to plain concrete. Volume fractions of 2-5% and fibre lengths of 20-50mm produced the best results. The document concludes that using a 4-5% volume fraction of coconut fibres 30-40mm in length with M30-M60 grade concrete would provide benefits based on previous research.
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...IRJET Journal
The document discusses optimizing business management processes through automation using Microsoft Power Automate and artificial intelligence. It provides an overview of Power Automate's key components and features for automating workflows across various apps and services. The document then presents several scenarios applying automation solutions to common business processes like data entry, monitoring, HR, finance, customer support, and more. It estimates the potential time and cost savings from implementing automation for each scenario. Finally, the conclusion emphasizes the transformative impact of AI and automation tools on business processes and the need for ongoing optimization.
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignIRJET Journal
The document describes the seismic design of a G+5 steel building frame located in Roorkee, India according to Indian codes IS 1893-2002 and IS 800. The frame was analyzed using the equivalent static load method and response spectrum method, and its response in terms of displacements and shear forces were compared. Based on the analysis, the frame was designed as a seismic-resistant steel structure according to IS 800:2007. The software STAAD Pro was used for the analysis and design.
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...IRJET Journal
This research paper explores using plastic waste as a sustainable and cost-effective construction material. The study focuses on manufacturing pavers and bricks using recycled plastic and partially replacing concrete with plastic alternatives. Initial results found that pavers and bricks made from recycled plastic demonstrate comparable strength and durability to traditional materials while providing environmental and cost benefits. Additionally, preliminary research indicates incorporating plastic waste as a partial concrete replacement significantly reduces construction costs without compromising structural integrity. The outcomes suggest adopting plastic waste in construction can address plastic pollution while optimizing costs, promoting more sustainable building practices.
Solving Linear Differential Equations with Constant CoefficientsIRJET Journal
1) The document discusses methods for finding the solutions to linear differential equations with constant coefficients. It defines such an equation and explains that the complete solution is the combination of the complementary function (C.F.) and particular integral (P.I.).
2) Various methods are presented for determining the C.F. depending on whether the roots of the auxiliary equation are real, imaginary, repeated, etc.
3) Rules are provided for obtaining the P.I. based on the type of function involved (exponential, trigonometric, power, etc.). Examples are worked through to demonstrate the full solution process.
Literature Review Basics and Understanding Reference Management.pptxDr Ramhari Poudyal
Three-day training on academic research focuses on analytical tools at United Technical College, supported by the University Grant Commission, Nepal. 24-26 May 2024
Electric vehicle and photovoltaic advanced roles in enhancing the financial p...IJECEIAES
Climate change's impact on the planet forced the United Nations and governments to promote green energies and electric transportation. The deployments of photovoltaic (PV) and electric vehicle (EV) systems gained stronger momentum due to their numerous advantages over fossil fuel types. The advantages go beyond sustainability to reach financial support and stability. The work in this paper introduces the hybrid system between PV and EV to support industrial and commercial plants. This paper covers the theoretical framework of the proposed hybrid system including the required equation to complete the cost analysis when PV and EV are present. In addition, the proposed design diagram which sets the priorities and requirements of the system is presented. The proposed approach allows setup to advance their power stability, especially during power outages. The presented information supports researchers and plant owners to complete the necessary analysis while promoting the deployment of clean energy. The result of a case study that represents a dairy milk farmer supports the theoretical works and highlights its advanced benefits to existing plants. The short return on investment of the proposed approach supports the paper's novelty approach for the sustainable electrical system. In addition, the proposed system allows for an isolated power setup without the need for a transmission line which enhances the safety of the electrical network
Presentation of IEEE Slovenia CIS (Computational Intelligence Society) Chapte...University of Maribor
Slides from talk presenting:
Aleš Zamuda: Presentation of IEEE Slovenia CIS (Computational Intelligence Society) Chapter and Networking.
Presentation at IcETRAN 2024 session:
"Inter-Society Networking Panel GRSS/MTT-S/CIS
Panel Session: Promoting Connection and Cooperation"
IEEE Slovenia GRSS
IEEE Serbia and Montenegro MTT-S
IEEE Slovenia CIS
11TH INTERNATIONAL CONFERENCE ON ELECTRICAL, ELECTRONIC AND COMPUTING ENGINEERING
3-6 June 2024, Niš, Serbia
Embedded machine learning-based road conditions and driving behavior monitoringIJECEIAES
Car accident rates have increased in recent years, resulting in losses in human lives, properties, and other financial costs. An embedded machine learning-based system is developed to address this critical issue. The system can monitor road conditions, detect driving patterns, and identify aggressive driving behaviors. The system is based on neural networks trained on a comprehensive dataset of driving events, driving styles, and road conditions. The system effectively detects potential risks and helps mitigate the frequency and impact of accidents. The primary goal is to ensure the safety of drivers and vehicles. Collecting data involved gathering information on three key road events: normal street and normal drive, speed bumps, circular yellow speed bumps, and three aggressive driving actions: sudden start, sudden stop, and sudden entry. The gathered data is processed and analyzed using a machine learning system designed for limited power and memory devices. The developed system resulted in 91.9% accuracy, 93.6% precision, and 92% recall. The achieved inference time on an Arduino Nano 33 BLE Sense with a 32-bit CPU running at 64 MHz is 34 ms and requires 2.6 kB peak RAM and 139.9 kB program flash memory, making it suitable for resource-constrained embedded systems.
Introduction- e - waste – definition - sources of e-waste– hazardous substances in e-waste - effects of e-waste on environment and human health- need for e-waste management– e-waste handling rules - waste minimization techniques for managing e-waste – recycling of e-waste - disposal treatment methods of e- waste – mechanism of extraction of precious metal from leaching solution-global Scenario of E-waste – E-waste in India- case studies.
A SYSTEMATIC RISK ASSESSMENT APPROACH FOR SECURING THE SMART IRRIGATION SYSTEMSIJNSA Journal
The smart irrigation system represents an innovative approach to optimize water usage in agricultural and landscaping practices. The integration of cutting-edge technologies, including sensors, actuators, and data analysis, empowers this system to provide accurate monitoring and control of irrigation processes by leveraging real-time environmental conditions. The main objective of a smart irrigation system is to optimize water efficiency, minimize expenses, and foster the adoption of sustainable water management methods. This paper conducts a systematic risk assessment by exploring the key components/assets and their functionalities in the smart irrigation system. The crucial role of sensors in gathering data on soil moisture, weather patterns, and plant well-being is emphasized in this system. These sensors enable intelligent decision-making in irrigation scheduling and water distribution, leading to enhanced water efficiency and sustainable water management practices. Actuators enable automated control of irrigation devices, ensuring precise and targeted water delivery to plants. Additionally, the paper addresses the potential threat and vulnerabilities associated with smart irrigation systems. It discusses limitations of the system, such as power constraints and computational capabilities, and calculates the potential security risks. The paper suggests possible risk treatment methods for effective secure system operation. In conclusion, the paper emphasizes the significant benefits of implementing smart irrigation systems, including improved water conservation, increased crop yield, and reduced environmental impact. Additionally, based on the security analysis conducted, the paper recommends the implementation of countermeasures and security approaches to address vulnerabilities and ensure the integrity and reliability of the system. By incorporating these measures, smart irrigation technology can revolutionize water management practices in agriculture, promoting sustainability, resource efficiency, and safeguarding against potential security threats.
Understanding Inductive Bias in Machine LearningSUTEJAS
This presentation explores the concept of inductive bias in machine learning. It explains how algorithms come with built-in assumptions and preferences that guide the learning process. You'll learn about the different types of inductive bias and how they can impact the performance and generalizability of machine learning models.
The presentation also covers the positive and negative aspects of inductive bias, along with strategies for mitigating potential drawbacks. We'll explore examples of how bias manifests in algorithms like neural networks and decision trees.
By understanding inductive bias, you can gain valuable insights into how machine learning models work and make informed decisions when building and deploying them.
Harnessing WebAssembly for Real-time Stateless Streaming PipelinesChristina Lin
Traditionally, dealing with real-time data pipelines has involved significant overhead, even for straightforward tasks like data transformation or masking. However, in this talk, we’ll venture into the dynamic realm of WebAssembly (WASM) and discover how it can revolutionize the creation of stateless streaming pipelines within a Kafka (Redpanda) broker. These pipelines are adept at managing low-latency, high-data-volume scenarios.