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Role of AI in the rise of project-based learning
Project-based learning has become a popular and growing pedagogy at all levels of education. A study by Paul Kim of Stanford University showed that project-based learning combined with new multimodal interaction tools has a significant impact on learning outcomes. The use of artificial intelligence in PBL involves making and studying machines and software to simulate human intelligence processes. The main goal of AI in project-based learning is to optimize routine learning processes and improve their speed and efficiency.
This article discusses the role of artificial intelligence in the rise of project-based learning.
What role does AI play in project creation?
Differentiated and personalized learning
Adapting learning to the individual needs of the learner has been a learning priority for years, but artificial intelligence will allow for some level of differentiation. There are currently several companies developing intelligent classroom design and digital platforms that use artificial intelligence to help learners learn, test and provide feedback to give them the challenges they are prepared for, to identify knowledge gaps and where appropriate redirect to new topics. In addition, the idea of adapting the curriculum through project-based learning is expanded to include AI-assisted machines.
Create smart content
Through artificial intelligence, project developers develop enhanced learning content using tools such as visualization, simulation, web-based learning environments, all of which are supported by AI. A case in point is the Education Ecosystem, which uses live streaming with AI support to enable project-based learning. Through the use of artificial intelligence, learning content is designed in simple, easily understandable parts for different categories of learners.
Contribute to task automation and collaboration
The automation of learning to improve collaboration between content providers and learners has been enhanced by artificial intelligence systems. Learners can provide instant feedback that can be aggregated and sorted by an intelligence system and processed by the provider. In project-based learning, the use of machine learning can be used to provide learners with custom projects based on factors such as their interests, web activities, preferences, and learning skills.
What are the benefits of AI for learners?
Learner engagement
Through the use of artificial intelligence tools, customized schedules, custom learning tasks, interaction with learning tools, and personal recommendations are part of the enhanced engagement that a learner can benefit from. Also, the tools can be used to read learner engagement with the aim of increasing engagement and generating interest in learning content.
Access to learning materials
Artificial intelligence tools [1] can help make global learning content accessible to everyone, including those who speak different languages or even people with visual or hearing impairments. In modern times, software has emerged that recognizes language and automatically translates it into the preferred language while creating subtitles for the instructions given to learners. This also opens up opportunities for learners to access learning content and materials that are not available at their location or in their language.
Tailor made projects
Similar to how search engines use human web search activity to deliver custom search results, artificial intelligence can similarly be used to track learners’ internet activity, preferences, and learning abilities in order to design, develop, and deploy custom projects. As Wei LI in the project “Accelerating Artificial Intelligence from the Cloud to the Edge [2]”This is a very good complement to project-based learning as it assesses a learner based on their learning ability and speed, as opposed to the collective abilities of a study group. A project can be designed in a method that the learners can use in the best way possible .
Summary
The use of artificial intelligence is steadily increasing. Living with intelligent machines quickly affects the way we live, work and learn. In conclusion, the main benefit of artificial intelligence is the ability to train machines and software to perform a long list of tasks, thus providing a personalized approach to project-based learning. The use of artificial intelligence has created a universal solution to obtain a range of tools tailored to the specific needs of project-based learners and educators to optimize their routine, increase efficiency, improve accessibility and improve processes scale.
References:
[1] Engineering education, problem-based or project-based learning is the answer
[2] Accelerate Artificial Intelligence from the Cloud to the Edge
