Let’s take a look at some of the most potentially beneficial applications of AI in the educational sector:
1. Personalization
Maybe you have been there and know how difficult, if not impossible, it is to customize learning and teaching to the distinctive needs of every single student in your classroom(s). Thanks to AI, this can no longer be a burden on educators, and every student can enjoy the learning experience he or she specifically needs. Personalization, or its more advanced form, hyper-personalization is using real-time data in order to create uniquely tailored content to each individual student’s needs. Using AI, learners’ study habits, preferred content, browsing and search history, and learning styles are tracked and used to create the learning path that exactly suits each learner’s goals and needs.
Image Source: Capgemini
2. Automated feedback
With this AI ability, so much time can be saved so teachers can focus on more important tasks. Students also benefit from this by receiving the feedback they need as soon as they need it in order to move forward with their learning without having to wait for their teacher, who is probably already super busy, to deliver that feedback to them.
3. Content Curation
Content curation is the process of discovering, collecting, and presenting digital content in a certain subject matter. AI engines can provide real-time predictive recommendations of content that learners need or prefer based on their engagement and interaction with it. This ensures learners receive only relevant content for their specified learning goals. Moreover, with the power of AI, different media content such as images, video, text, etc. can be organized through tags which makes searching through tons of content very fast and efficient.
4. Assessment
AI-based assessment is highly responsive and adapts to student’s performance immediately. Through AI-based assessment, the difficulty of questions, for example, can be adjusted to create the specific challenge a learner needs. Using this ability, learning outcomes can be greatly enhanced as a student’s level is accurately evaluated, their areas of improvement instantly identified, and therefore their content and learning path can be adjusted accordingly to help them succeed and achieve proficiency. Other noteworthy applications that relate to assessment are plagiarism detection and automatic grading that not only produces scores but also collects and analyzes data about students’ performance thus saving plenty of time and making it easier to create intervention plans for students who need them.
5. Chatbots
There are numerous ways chatbots can assist both educators and learners. Examples include providing instant and individualized feedback and accomplishing tasks that consume teachers’ time because of their repetitive nature such as answering questions about the course and directing students to where they might find the support or answers they need. Moreover, with their human-like voice and cool user-interface, chatbots make learning and interactions fun and engaging for students thus maintaining motivation for learning.
Creative uses of AI that can help enhance the learning experience:
Check out AI Playground, a platform by the giant technology company Nvidia where AI intersects with art and science in multiple beautifully conceived solutions to create immersive landscapes, meaningful engagements with interactive avatars, or even write song lyrics.
Also feel free to explore Night Café, an AI art generator that uses algorithms that turn text prompts into images. Check out the following example:
I used it to create this image. Compare the results with a simple google search.
Cool, right? :)
Night Café also allows you to evolve your art and share it with a community of artists. And of course, it does not claim ownership for your art. It is all yours.
Almost every educational app or LMS uses AI or at least a form of it. Perhaps the most well-known example is Duolingo, the language learning app that leverages the powers of AI to optimize and personalize learning sessions. Furthermore, it uses adaptive learning to deliver placement tests. It also has very responsive chatbots that converse with students and offer grammatically and semantically appropriate responses.
Other noteworthy examples include Socratic, an app that helps high school and university students, uses Google AI to find he most relevant educational resources on the internet that help students with their homework and learning new concepts. Moreover, Evernote, the top note-taking app on the market, uses AI to develop a virtual assistant and to detect patterns and predict human behavior thus facilitating note-taking tasks for users. Additionally, Absorb LMS uses AI in multiple ways that include a virtual assistant that relieves admin staff from the huge load of tedious admin tasks, a ranking feature that helps learners find the optimal results based on their learning needs, and a search analytics report which highlight strengths and identifies opportunities for improvement.
If you are interested in learning more details about how Evernote uses AI, read this Medium story written by Pascal Held, the founder and CTO of a software called Filterize that Evernote works with to deliver a superior user experience.
Education companies using AI:
(Source: Built In)
1. Age of Learning provides mathematics, reading and other foundational literacy for pre-K to 2nd grade students. Utilizing AI-driven interactive entertainment, the company’s applications are able to create engaging and personalized learning paths depending on students’ skills.
2. Knewton creates adaptive learning technology for higher education. Its program, called alta, helps identify gaps in a student’s knowledge, provides relevant coursework and places students back on track for college-level courses. Alta also helps instructors teach at different educational levels and is currently used for biology, mathematics, psychology and more.
To learn about adaptive learning, watch this short video.
3. Querium uses AI to deliver customizable STEM tutoring lessons to high school and college students. By analyzing answers and length of time for STEM it took to complete tutoring sessions, Querium’s AI gives teachers insights into a student’s learning habits and designates areas in which the student could improve.
Here's a video that explains how Querium works.
4. Volley’s AI-based “Knowledge Engine” constantly synthesizes course and quiz results, as well as briefings to find knowledge gaps among employees in enterprises. Companies all over the world use Volley’s AI to quickly and efficiently solve potentially harmful knowledge gaps, such as lack of general company knowledge, compliance methods or even technical skills.
5. Quizlet is an online destination for studying and learning tools. In 2017, the company introduced Quizlet Learn, a smart study resource that provides adaptive plans and helps take the guesswork out of what to study. The platform uses machine learning and data from millions of study sessions to show students the most relevant study material.
Discussion Prompt: What is the most helpful use of AI in your professional context?