Why you should consider an LMS with AI capabilities
Artificial Intelligence (AI) has the potential to change many aspects of our lives, including eLearning. This is achieved by providing personalized, adaptive and intelligent learning experiences, making tasks easier for both professionals and students. To make sure your eLearning strategy keeps up with the AI trend, you need to look for Learning Management Systems (LMS) with AI capabilities. It may seem challenging, but that’s where this article comes in. Your LMS can be server-based or cloud-based. This means that someone can access the content either by connecting to the server or online only. Below, we’ll cover all the information you should know, including the essential characteristics of an AI LMS and how they contribute to the learning journey.
Which AI features should you watch out for?
Every student should be able to access customized learning paths from an AI-enabled LMS. Customization is achieved based on their study preferences and performance. Artificial intelligence algorithms examine student performance data to present them with the most suitable subjects to choose from. This includes their quiz scores, time spent on activities and overall progress. This allows them to learn at their own pace while still receiving the right material at the right time. Personalization can also reshape the assessment process. For example, tests that are administered using AI can adapt to students’ abilities, knowledge and skills.
Natural language processing
Natural Language Processing (NLP) is a branch of artificial intelligence that deals with the interaction between computers and human language. The NLP feature in your LMS can allow learners to interact with the system using their own language. Then the system identifies the input and responds. This is typically how chatbots are developed that can answer questions and offer support to students based on their performance data.
Artificial intelligence has the capacity to produce content that changes based on the user’s preferences and skills. AI-generated content is also more relevant as algorithms take student data into account to create individualized content. For example, an LMS can provide videos that focus on a specific topic a student is struggling with, while also offering other supplemental resources such as articles and infographics. Also, apps that create AI-generated images based on student requests improve comprehension and knowledge retention. For example, a student may understand concepts or complex ideas more effectively if they are in a visual versus a written format.
Predictive analytics identifies the likelihood of future learning outcomes based on metrics, statistical algorithms, and machine learning. This way, your LMS can provide insight into student performance and engagement and identify areas where they need the most help. Recommendations work in the same way, offering advice on learning materials, activities, and assessments that students might not otherwise find on their own.
Although AI produces effective results, they are not always flawless. Remember that artificial intelligence was created by man; as a machine it lacks critical thinking. Therefore, it is crucial to observe the results and teach the AI program how to correct errors. Someone should monitor the process to make sure everything runs smoothly. You can also use machine learning to help AI identify potential errors and correct them over time.
5 benefits of AI features in LMS
1. Motivation and involvement
Artificial intelligence creates a personalized learning journey by recommending learning materials and activities that match students’ interests and abilities. This helps create more engaging and effective learning experiences for students, as AI is able to adapt difficulty levels and pace to each participant’s needs. When you take advantage of the aforementioned features like NLP, the process becomes immersive and motivates students to achieve their goals.
With the ability to learn at their own pace and access learning materials from anywhere, students from remote locations have the same learning opportunities as those in more developed areas. This also applies to students with special needs because they have personalized content that overcomes traditional barriers to training. Additionally, AI algorithms translate learning materials into different languages, ensuring that everyone has access to the same educational content.
3. Cost effective
AI algorithms have the potential to automate repetitive tasks such as grading assignments and essays, saving time and allowing instructors to focus on providing more tailored and meaningful content to students. AI can also monitor student progress and provide real-time feedback, reducing the need for constant instructor supervision. This saves costs associated with hiring additional staff. Finally, AI-based LMSs often combine multiple tools in one. For example, you don’t need to buy a separate translation program, grading software, or apps that correct your grammar; they are all in your LMS.
4. Student retention
With the help of artificial intelligence, eLearning platforms can predict the future performance of students. This information can be used to identify students who are at risk of falling behind and provide additional support to help them catch up. By knowing which students are more likely to fail, the instructor can offer early instructional interventions, which increases student retention.
5. Ongoing support
AI chatbots scan communication, material or speech and then respond to a question as naturally as a human. They offer 24/7 support by providing advice and answering questions. This way, students can turn to chatbots when needed to refresh their memory or explore related subtopics.
Choosing an AI-powered LMS can make life easier for you as an L&D professional while enriching the experience of your students. However, keep in mind that the AI is still a machine. Therefore, it sometimes needs human moderation to avoid mistakes that could jeopardize your work and that of your listener. You can also download our eBook The Ultimate AI In eLearning Guide: Benefits, Best Practices and Troubleshooting Tips for L&D Pros for L&D For more insider tips on how to get on the AI journey.