The increase in demand for online learning has exploded in recent years due to the emergence of new technologies.
Corporates and Institutions have understood the need to implement learning management systems (LMSs) for better security and to enhance the education system. This made e-learning platforms quite popular among users.
Due to growing popularity and necessity, most institutions are offering e-learning courses. However, it isn’t easy to implement eLearning as technical glitches are bound to happen in online learning. It also requires the training of faculties to deal with technology. and managing tasks such as grading which consumes a lot of time.
Hence, due to the technicalities and complexities that are often faced by academic institutions in implementing e-learning, companies are automating LMSs to improve the effectiveness of the learning process.
In this article, we will walk through what e-learning automation is and how it can be implemented efficiently.
What’s eLearning automation?
Automation is a broad term, that means reducing or eliminating human involvement in any process. Generally, companies would prefer to automate tasks that are repetitive and don’t require human engagement.
However, in the context of eLearning, automation isn’t restricted to reducing the workload of employees, it also enhances the involvement of learning platform users.
To ensure effectiveness of the eLearning process, companies constantly introduce interactive tools that deliver personalized content.
These tools work on algorithms. It helps with peer assessment, communication, administrative and faculty support, online learning activities, grading and feedback.
Also, with the help of technologies such as natural language processing (NLP) and machine learning (ML), automation becomes cost-efficient and easy. It becomes easy for the faculty to create automated assessments and learning objectives for students and also let administrative personnel enable automated notifications.
The concept of automation is heavily reliant on the algorithms used in the context of e-learning and online courses.The algorithms in e learning work in a different way by controlling certain parts of training systems and placing teachers at liberty from additional work.
Besides, different tools are used based on the algorithm to assess students’ performance, tests, and assessments. Let’s say through automated tests and assessments, they will instantly show the correct answers to questions. You can also generate full-fledged quizzes based on the material.
Features of eLearning Automation
Here are the features of eLearning automation that will enhance the eLearning process and academic performance while boosting the motivation of students:
1. AI- Based Personalized
Algorithms play a fundamental role in e-learning automation. Here, the approaching algorithm helps to determine the content that will appear on the screen.
Let’s say, if a user is giving a test and fails, that implies that the user hasn’t completed the test, so the algorithm wouldn’t consider the course as completed and would offer the study material again. These personalized AI ( Artificial Intelligence )assess the individuals’ performance and then show the result.
Because these algorithms are well written and designed, This enables the LMS to take maximum benefit from the educational process.
2. System of Notification
System notification is a great way to enhance the user experience. It notifies the user about the start of the training session and the update of course material. To make learning more personalized and engaging, the user can set the system to notify them with their username.
3. Online Assessment
Most LMSs are shifting to automated eLearning for conducting online assessments. This feature enables you to conduct online tests based on the study material that you have uploaded. Also, you can assess their skills and track their progress.
Unlike gamification badges, which motivate students to participate in training, and then you have to verify and issue the certificate, in automated eLearning, the LMS analyzes the user’s results and issues the certificate. You don’t have to put in an effort to verify it.
Benefits of eLearning Automation for businesses
1. Reduced eLearning time
According to research, nearly 29% of users spend more than 100 hours creating online courses. Developing an online course takes a long time and is quite a cumbersome process. However, automated eLearning takes quite less time and can be developed with just a few resources due to its algorithm. Their algorithms can automatically create assessments and grade them on your behalf. As a result, you don’t have to spend much time generating tests from scratch, structuring them, choosing the answers. This ensures faster evaluation tests and results.
2. Personalized Learning Experience
With automation eLearning, teachers can use these algorithms to provide a personalized experience to students. These algorithms personalize the curriculum for each student based on their progress. Also, out of curiosity, if they want to learn more things and increase their knowledge, then e-learning automation will create personalized additional study materials for them.
3. Boosting Motivation
Lack of student engagement has been one of the concerns and challenges for teachers. But thanks to these automated algorithms, which significantly increase the students engagement in many ways such as by providing personalized recommendations to students based on their progress, sending automated notifications about the due dates of their assignments, notifying when additional materials get available based on their topics. Gamifications, bonuses for completion of course eases up the life of students as they don’t have to remember and search for assignments, due dates, which improves the quality of life, and boosts motivation in them.
4. Automated Reporting
Reporting has always been a major factor in our education system as it helps to assess students’ performance. Earlier, teachers had to manually track students’ performance and generate results. Fortunately, with learning automation, teachers are freed and they don’t have to put in extra efforts to track their performances. With the ease of algorithms, the reporting system has become quite easy and flexible.
5. Enhanced Feedback Mechanism
Reporting isn’t just a way to assess a student’s performance. Besides reporting, feedback is also important to determine a student’s mistakes and suggest ways to enhance their performance. eLearning automation eases up the feedback process by not only pointing out incorrect answers, but also recommending study materials that can increase their knowledge and enhance their performance. When a learner gets personalized recommendations and materials with detailed information, it becomes hassle-free for them.
eLearning automation makes learning easy and fun. It makes learning effective for everyone, from students to administrators. However, it’s important to implement these algorithms effectively for better learning results.