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 quality education


AI-powered Digital Framework for Personalized Economical Quality Learning at Scale

arXiv.org Artificial Intelligence

The disparity in access to quality education is significant, both between developed and developing countries and within nations, regardless of their economic status. Socioeconomic barriers and rapid changes in the job market further intensify this issue, highlighting the need for innovative solutions that can deliver quality education at scale and low cost. This paper addresses these challenges by proposing an AI-powered digital learning framework grounded in Deep Learning (DL) theory. The DL theory emphasizes learner agency and redefines the role of teachers as facilitators, making it particularly suitable for scalable educational environments. We outline eight key principles derived from learning science and AI that are essential for implementing DL-based Digital Learning Environments (DLEs). Our proposed framework leverages AI for learner modelling based on Open Learner Modeling (OLM), activity suggestions, and AI-assisted support for both learners and facilitators, fostering collaborative and engaging learning experiences. Our framework provides a promising direction for scalable, high-quality education globally, offering practical solutions to some of the AI-related challenges in education.


AI boosts education: AI tutor guides more people to complete courses

#artificialintelligence

An online course with an AI tutor achieves a significantly higher completion rate than traditional online courses thanks to a personalized learning experience. Does Artificial Intelligence enable quality education for everyone? Artificial Intelligence can revolutionize education: Instead of mass teaching, AI tutors could provide personalized, active and hands-on learning experiences. This can be a useful complement to the crowded classroom, the dry lecture, and especially in combination with online courses, which are used by millions of people around the world to learn every day. The latter scenario in particular plays a central role in the plans of learning platform startup Korbit, as only a small portion of humanity has access to quality education.


AI's potential in the transition to Education 5.0

#artificialintelligence

The pandemic accelerated the use of AI-powered technologies and may have hastened the arrival of Industry 5.0, which places a strong emphasis on personalization. Big data and AI has the potential to transform education and are referred to as Education 4.0 AI, along with big data, blockchain, augmented reality, and the Internet of Things (IoT), has been credited with ushering in the Fourth Industrial Revolution, or Industry 4.0. The pandemic accelerated the use of AI-powered technologies and may have hastened the arrival of Industry 5.0, which places a strong emphasis on personalization. Big data and AI has the potential to transform education and are referred to as Education 4.0. The Indian EdTech market has expanded significantly and is expected to reach $10.4 billion by 2025.


Why edtech must leverage power of AI, Big Data in transition toward Education 5.0

#artificialintelligence

In September, UNESCO released a report that highlighted the need for India to leverage Artificial Intelligence (AI). The stark digital divide in India however has prompted many experts to express doubts if AI can really solve the problems of access and equity. While there may be some truth in the apprehensions, perhaps a deeper issue is whether the EdTech sector has even tried to leverage AI to address the needs of India beyond the "upper middle class". Post pandemic India is ready for innovations that can address this gap and drive the EdTech industry forward. Since its emergence in the mid-1950s, AI has grown considerably. Along with big data, blockchain, augmented reality and the Internet of Things (IoT), AI has been hailed for ushering in the Fourth Industrial Revolution or Industry 4.0.


AI bots as virtual teachers

#artificialintelligence

"Tell me and I forget, teach me and I may remember, involve me and I learn." The pandemic not only propelled us to rethink the means of how we learn โ€“ accelerating the adoption of online learning, but also brought to the forefront discourses around the quality of education, and more importantly, accessibility for all. Adoption of emerging technologies such as Artificial Intelligence, Augmented Reality and Virtual Reality have enabled us to provide students with immersive and personalised learning experiences and, while doing so, achieve superior learning outcomes. And to my mind, adoption of AI bots as virtual teachers is the next big innovation that has the potential to transform the face of education. AI bots, chatbots in particular, have become a rather common phenomenon in today's time.


AI boosts education: AI tutor guides more people to complete courses

#artificialintelligence

An online course with an AI tutor achieves a significantly higher completion rate than traditional online courses thanks to a personalized learning experience. Does Artificial Intelligence enable quality education for everyone? Artificial Intelligence can revolutionize education: Instead of mass teaching, AI tutors could provide personalized, active and hands-on learning experiences. This can be a useful complement to the crowded classroom, the dry lecture, and especially in combination with online courses, which are used by millions of people around the world to learn every day. The latter scenario in particular plays a central role in the plans of learning platform startup Korbit, as only a small portion of humanity has access to quality education.


AIhub launches focus series on quality education

AIHub

As part of our ongoing focus on the UN sustainable development goals (SDGs), we are launching the third topic in this series: quality education. Posts on this topic will be featured on our website throughout March. We will be covering two aspects to education. Secondly, the use of AI methods to improve education generally. All levels of education will be considered, from schools to University level, from the general public to industry and professional development.


Focus on quality education: call for contributions

AIHub

We are launching the third topic in our focus series on the UN sustainable development goals (SDGs). In March we will start publishing posts relating the goal of "quality education", which is SDG number four on the UN list. We are looking for researchers, users and stakeholders to write, or talk, about their work. If you are interested in communicating your education-related efforts to a wider audience then please do get in touch. Likewise, if you would like to make recommendations for people or specific topics we should feature, just send us an email.


China Sees Surge of Edtech Investments With Focus on Artificial Intelligence - Karma

#artificialintelligence

China's push to become a world tech power, which has paid off with advances in telecommunications, batteries and robots, is yielding further results -- it's taken a leadership position in A.I. powered education investments. The country is among the most-active regions for artificial intelligence-powered edtech investments, with K-12 classes, foreign language study and high-quality education getting the most attention, according to a Deloitte report released this week. Almost 20% of all education deals in the country last year involved AI compared with 4% in 2016, Deloitte said. "Although China is a late-comer in AI-based education, its unique advantages in application and implementation make it one of the most popular regions for investment in AI-based education globally," the report said. The report singled out what it sees as the next big opportunity in edtech: so-called soft skill-focused "quality education," similar to the west's STEAM model, which adds art to the original emphasis on science, technology, engineering and math.


Artificial Intelligence (AI) in Indian Classrooms- A Need of the Hour!

#artificialintelligence

It is not a news that India has an acute shortage of teachers at elementary, secondary and even at the higher levels of schools. According to the statistics given by the Human Resource & Development (HRD)Ministry of India in 2016, there is a shortage of 1 million teachers across the country. In case of Universities and Colleges, there is a chronic shortage of faculty and the problem of finding qualified people to fill this gap has become even more complicated. In such a scenario, how can India, a country which has the second largest population in the world would cope-up with the challenges of providing quality education to all. Several education experts are saying that our system needs a revolutionary technological intervention. An intervention that would make it more inclusive and accessible.