Impact and Latest Trends of Intelligent Learning With Artificial Intelligence

2021 ◽  
pp. 172-189
Author(s):  
Aditi Sakalle ◽  
Pradeep Tomar ◽  
Harshit Bhardwaj ◽  
Uttam Sharma
Keyword(s):  
Artificial Intelligence ◽  
Education System ◽  
Teaching And Learning ◽  
Learning System ◽  
Test Systems ◽  
Human Skills ◽  
Development Of Competencies ◽  
Administrative Tasks ◽  
Increase Efficiency

Artificial intelligence (AI) has been used mainly on education in some methods that contribute to the development of competencies and test systems. With the continued development of educational AI solutions, it is hoped that AI will help address the need for learning, education, and teaching. AI can enhance performance, personalization, and streamline administrative tasks in order to give teachers time and freedom to learn and adapt—uniquely human skills that would battle on machines. The AI dream of education is one where the best results for students are obtained, based on the best qualities of machinery and teachers. The development of curriculum based on the specific needs of individual students has been a concern for educators for many years, but the AI presents teachers with an unprecedented degree of distinction to handle 30 students in each class. With AI many possibilities can be seen in the teaching and learning system considering interest and understanding of an individual, which will increase efficiency of the education system.

scholarly journals IMPACT OF ON-LINE LEARNING SYSTEM ON HIGHER EDUCATION

2021 ◽  
Vol 58 (2) ◽  
pp. 6535-6543
Author(s):  
Siva Sunasundram, Syed Mohammad Jamal Zaidi, Nurul Asyira Roslin
Keyword(s):  
Higher Education ◽  
Online Learning ◽  
Education System ◽  
Teaching And Learning ◽  
Learning Systems ◽  
Learning System ◽  
Internet Technology ◽  
Higher Education System ◽  
Learning And Teaching ◽  
On Line

The higher education system uses traditional teaching methods in teaching and learning. The emergence of technology encompasses a great challenge for learners, teachers, and the higher education system to attain success in the learning process via the internet. Technology has made numerous changes in the process of teaching and learning. The students and teachers adopted the advent of technology in the progress of learning and teaching respectively. The pandemic situation also necessitated the adoption of the online-based learning system. The higher education system instantly instigated the online learning system into the real-time scenario. The online learning system gave numerous advantages for both the learners and teachers. Though, they faced several challenges in the process of incorporating the new system of teaching and learning. In this paper, the numerous studies and approaches of online learning systems by various researchers are discussed. Mobile-based learning, online learning in the pandemic system, and the challenges of online learning systems are addressed in this paper.

scholarly journals THE USAGE OF EDMODO SOFTWARE IN THE LEARNING OF MATHEMATICS AND ITS EFFECT TOWARD STUDENT RESILIENCE

2021 ◽  
Vol 6 (42) ◽  
pp. 280-288
Author(s):  
Hamzah Malajun ◽  
Mad Noor Majapuni ◽  
Choon Keong Tan
Keyword(s):  
Online Education ◽  
Education System ◽  
Online Teaching ◽  
Teaching And Learning ◽  
Mathematics Learning ◽  
Learning System ◽  
Learning Needs ◽  
Student Resilience ◽  
Network Platform ◽  
New Education

In today’s education system, it requires creativity and effective strategy for the teaching and learning system to run smoothly. Not to mention the pandemic happening nowadays requires efforts among the educators to create a new education system that could fulfill the teaching and learning needs. However, the lack of usage and efficiency in implementing online teaching activities in integrating ICT facilities has become a constraint in having a successful online education system. Therefore, more research should be conducted by combining ICT with the implementation of the current education system. In that notion, this research is conducted by studying the use of the Edmodo software in Mathematics learning especially on the effect on student’s resilience. The objective of this research is to study the learning scenario and concept in using the Edmodo network platform and explore the development of resilience in the overall context through online mathematics learning using Edmodo. This is qualitative research conducted among 10 form 4 students in Kudat. Findings from this research are self-regulated strategies for using Edmodo systematically in mathematics lessons among students in various adaptation stages. Next, the result of this research also found the effects of using the platform in creating resilience among the students in terms of changes in their behavior by showing commitment and continuous effort. The implications of this research will provide the opportunity for researchers in the future who wish to pursue research in mathematics education from a different perspective especially the combination of ICT facilities. At the same time, this research can be a practical solution in today's challenges in online teaching and learning implementations.

scholarly journals Human Potential of Sam‘, Baṣar and Fu’ãd in Al-Qur’an: A Study on JAIS Integrated Holistic Education System (IHES)

2020 ◽  
Vol 4 (2) ◽  
pp. 54-62
Author(s):  
Nurizzah Zafirah bt Mohammad Nassaruddin ◽  
Mohamed Akhiruddin Ibrahim
Keyword(s):  
Education System ◽  
Teaching And Learning ◽  
Human Life ◽  
Holistic Education ◽  
Learning System ◽  
Islamic Education ◽  
Human Potential ◽  
Library Research ◽  
Diversity Curriculum ◽  
Human Potentials

Allah SWT has created human equipped with various imperfections such as potential which is not given to any other creature. The three basic human potentials have mentioned in al-Qur’an are hearing (sam‘), sight (baṣar) and heart (fu’ãd) leading to a discussion of education. Education is important in human life because it can develops human potential to be in a good direction even the importance of education also discussed in the Qur’an. These human potentials must be maximizing the usage through Islamic education perspective which is not only developing human’s intellectual but also perform in their spiritual (iman) and attitude (akhlak). Therefore, a study conducted on the title of “Human Potential of Sam‘, Baṣar and Fu’ãd in al-Qur’an: A Study on JAIS Integrated Holistic Education System (IHES)” helps to know the contribution of these potentials in teaching and learning system applied by Selangor Religious Institution (JAIS). The purpose of this research is to discuss the concept of human potential sam‘, baṣar and fu’ãd in al-Qur’an that have been applied in JAIS Integrated Holistic Education System (IHES). Thus, this study has been conducted using qualitative method which generally focuses on library research and document analysis to obtain the information needed. Generally, the findings are trying to find that IHES has applied human potential of sam‘, baṣar and fu’ãd through the integration of human potential, diversity curriculum and media that have been focused as main elements in IHES. Indeed, the objective of IHES to develop a Qur’anic generation as well as professionalism in order to achieve the objective of Islamic Education Division (BPI) JAIS in producing modal insan soleh (excellent human capital) has to be known all over the country and well accepted. 

scholarly journals Identification of a framework for implementing ICT in Sri Lankan secondary education system

2021 ◽  
Vol 15 (2) ◽  
pp. 242-250
Author(s):  
Tharinda Nishantha Vidanagama ◽  
Shashikala Lakshani Karunathilake
Keyword(s):  
Secondary Education ◽  
Education System ◽  
Teaching And Learning ◽  
Research Work ◽  
Implementation Process ◽  
Information And Communications Technology ◽  
Learning System ◽  
Sri Lankan ◽  
Barriers To Use ◽  
Teaching Learning

This research work was focused on finding the affected indicators on the barriers to use Information and Communications Technology (ICT) in Sri Lankan Secondary Education System. It also explores a framework to implement ICT in schools overcoming these barriers. In particular, it examined the viewpoint of teachers and principals on the integration of ICT into the schools’ policy in the Western Province of Sri Lanka. Interviews were conducted for 60 secondary school principals and a questionnaire base survey was conducted for 500 teachers of several schools selected from the above pool. What materialized from the analysis showed that, infrastructure facilities, any policies related to the school, Planning and usage of ICT in teaching and learning, Current views held by principals as well as teachers regarding their ICT competencies, Teacher’s fluency of ICT, the perceived viewpoint of teachers and principals regarding the influence and subsequent function of ICT in education has an influence on the magnitude of ICT usage in schools. According to the analyzed data, a framework was designed to make readiness and maintain smooth Teaching Learning system in secondary schools. Finally, the research has collected feedback from involved parties during the implementation process to evaluate competency of the suggested framework.

scholarly journals The Influence of the Covid 19 Virus and Online Learning on the Education System for Islamic Subjects

2021 ◽  
Vol 2 (3) ◽  
pp. 476-481
Author(s):  
Arman Syah Putra ◽  
Disniarti Disniarti ◽  
Heriyah Oktaviani ◽  
Wulan Sari ◽  
Luthfiyah Apriani
Keyword(s):  
Online Learning ◽  
Education System ◽  
Teaching And Learning ◽  
Quantitative Method ◽  
Original Data ◽  
Learning System ◽  
Survey Tool ◽  
The World ◽  
The Relationship

The background of this research is to know the background of the influence of the covid-19 virus and learning online on the education system for Islamic religious subjects whether the covid-19 virus which is now a resident throughout the world affects the learning system in Indonesia, especially subjects Islam and whether online learning media is a very appropriate medium to be applied to the teaching and learning system that exists during the current pandemic. The method used in this research is to use a quantitative method using a survey tool conducted to 100 people who were randomly selected with the survey tool, the data obtained will be able to represent the original data in the field and be able to find out the actual results. The thing that will be found in this research is how to find out the relationship between Covid-19 and the learning system and how this online learning system affects the learning system on Islamic religious subjects. Therefore, what variables affect it can be seen in this study. In this study will produce data that will be able to find out what variables affect Islamic religious subjects, especially the teaching and learning system in Indonesia and what variables affect the current pandemic, therefore variables must be determined carefully and can affect dependent variable. Keyword : The Covid 19 Virus, Online Learning, Education System, Islamic Subjects.

scholarly journals Manifestasi Kaedah Halaqah Pada Zaman Rasulullah Saw:Aplikasi Dalam Sistem Pengajian Pondok Terpilih Di Negeri Kelantan (Manifestation of Halaqah Methods in Rasulullah SAW era : Applications in Selected Pondok System in Kelantan)

2020 ◽  
Vol 7 (2) ◽  
pp. 51-67
Author(s):  
Mohd Zahirwan Halim Zainal Abidin ◽  
Huzaimah Ismail ◽  
Abd. Munir Mohd Noh ◽  
Muhammad Yusri Yusof@Salleh ◽  
Paiz Hassan ◽  
...  
Keyword(s):  
Education System ◽  
Teaching And Learning ◽  
Qualitative Method ◽  
Document Analysis ◽  
The State ◽  
Learning System ◽  
Islamic Education ◽  
Muslim Community ◽  
History Of

The halaqah method was practiced in Islamic education since the period of Prophet Muhammad PBUH in order for convey knowledge and education to the Muslims. Continuity in applying the halaqah method in Islamic education has been continued as a legacy in Islam to continue the culture of knowledge established by the Prophet Muhammad PBUH. The establishment of pondok institutions, especially in the state of Kelantan, has demonstrated the application of the halaqah method in the teaching and learning system. Hence, the objective of this study is to study the history of halaqah method in education practised by Rasulullah SAW and also the applications of halaqah method in selected pondok’s, Pondok Pasir Tumbuh, Kota Bharu and Pondok Lubuk Tapah, Pasir Mas, Kelantan. This study uses a qualitative method based entirely on document analysis, interviews and observations to compile the data needed. The results of the study show that the halaqah method is still being used in pondok’s institutions eventhough the current globalization have changed the education system including the Islamic education. The halaqah method is still releven for improved knowledge among the Muslim community especially in pondok’s institutions in Kelantan. For conclusion, the applications of the halaqah method is important in Islamic education especially in pondok’s institutions as a model for practicing the Prophet's PBUH sunnah. 

scholarly journals Artificial intelligence-based education assists medical students’ interpretation of hip fracture

2020 ◽  
Vol 11 (1) ◽  
Author(s):  
Chi-Tung Cheng ◽  
Chih-Chi Chen ◽  
Chih-Yuan Fu ◽  
Chung-Hsien Chaou ◽  
Yu-Tung Wu ◽  
...  
Keyword(s):  
Artificial Intelligence ◽  
Medical Education ◽  
Hip Fracture ◽  
Medical Students ◽  
Medical Image ◽  
Learning System ◽  
Significant Difference ◽  
Dynamic Collaboration ◽  
Increase In Accuracy ◽  
Image Learning

Abstract Background With recent transformations in medical education, the integration of technology to improve medical students’ abilities has become feasible. Artificial intelligence (AI) has impacted several aspects of healthcare. However, few studies have focused on medical education. We performed an AI-assisted education study and confirmed that AI can accelerate trainees’ medical image learning. Materials We developed an AI-based medical image learning system to highlight hip fracture on a plain pelvic film. Thirty medical students were divided into a conventional (CL) group and an AI-assisted learning (AIL) group. In the CL group, the participants received a prelearning test and a postlearning test. In the AIL group, the participants received another test with AI-assisted education before the postlearning test. Then, we analyzed changes in diagnostic accuracy. Results The prelearning performance was comparable in both groups. In the CL group, postlearning accuracy (78.66 ± 14.53) was higher than prelearning accuracy (75.86 ± 11.36) with no significant difference (p = .264). The AIL group showed remarkable improvement. The WithAI score (88.87 ± 5.51) was significantly higher than the prelearning score (75.73 ± 10.58, p < 0.01). Moreover, the postlearning score (84.93 ± 14.53) was better than the prelearning score (p < 0.01). The increase in accuracy was significantly higher in the AIL group than in the CL group. Conclusion The study demonstrated the viability of AI for augmenting medical education. Integrating AI into medical education requires dynamic collaboration from research, clinical, and educational perspectives.

Design of English reading and learning management system in college education based on artificial intelligence

2021 ◽  
pp. 1-10
Author(s):  
Fen Zhang ◽  
Min She
Keyword(s):  
Artificial Intelligence ◽  
Model Performance ◽  
College Education ◽  
Personalized Learning ◽  
Learning System ◽  
Model Function ◽  
English Reading ◽  
Function Modules ◽  
Learning Platforms ◽  
Learning Management

English reading learning in college education is an efficient means of English learning. However, most of the current English reading learning platforms in colleges and universities only put different English books on the platform in electronic form for students to read, which leads to blindness of reading. Based on artificial intelligence algorithms, this paper builds model function modules according to the needs of English reading and learning management in college education and implements system functions based on artificial intelligence algorithms. Moreover, according to the above design principles of personalized learning model and the characteristics of personalized network learning, this paper designs a personalized learning system based on meaningful learning theory. In addition, this article verifies and analyzes the model performance. The research results show that the model proposed in this paper has a certain effect.

Endoscopic prediction of submucosal invasion in Barrett’s cancer with the use of Artificial Intelligence: A pilot Study

Endoscopy ◽  
2020 ◽  
Author(s):  
Alanna Ebigbo ◽  
Robert Mendel ◽  
Tobias Rückert ◽  
Laurin Schuster ◽  
Andreas Probst ◽  
...  
Keyword(s):  
Artificial Intelligence ◽  
Deep Learning ◽  
Pilot Study ◽  
White Light ◽  
Submucosal Invasion ◽  
Learning System ◽  
Endoscopic Images ◽  
Barrett’S Cancer ◽  
Significant Difference ◽  
Sensitivity Specificity

Background and aims: The accurate differentiation between T1a and T1b Barrett’s cancer has both therapeutic and prognostic implications but is challenging even for experienced physicians. We trained an Artificial Intelligence (AI) system on the basis of deep artificial neural networks (deep learning) to differentiate between T1a and T1b Barrett’s cancer white-light images. Methods: Endoscopic images from three tertiary care centres in Germany were collected retrospectively. A deep learning system was trained and tested using the principles of cross-validation. A total of 230 white-light endoscopic images (108 T1a and 122 T1b) was evaluated with the AI-system. For comparison, the images were also classified by experts specialized in endoscopic diagnosis and treatment of Barrett’s cancer. Results: The sensitivity, specificity, F1 and accuracy of the AI-system in the differentiation between T1a and T1b cancer lesions was 0.77, 0.64, 0.73 and 0.71, respectively. There was no statistically significant difference between the performance of the AI-system and that of human experts with sensitivity, specificity, F1 and accuracy of 0.63, 0.78, 0.67 and 0.70 respectively. Conclusion: This pilot study demonstrates the first multicenter application of an AI-based system in the prediction of submucosal invasion in endoscopic images of Barrett’s cancer. AI scored equal to international experts in the field, but more work is necessary to improve the system and apply it to video sequences and in a real-life setting. Nevertheless, the correct prediction of submucosal invasion in Barret´s cancer remains challenging for both experts and AI.

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