AI-Powered Learning for Student Performance Evaluation & Improvement
The future of education is largely dependent on technology, because with the advancement of the modern age the schools and colleges would prefer to go hand in hand with the new innovations. Utilization of AI in education can be seen taking place increasingly because of a number of factors, mostly attributing to enhancing the learning experience of the students.
In fact an AI-based elearning software provides the educators with plenty of benefits such as giving appropriate solutions to most commonly occurring issues related to school activities.
Below are some of the ways in which AI-powered learning helps in students’ performance evaluation & improvement.
1: Personalized Learning Approach
Personalized or adaptive learning have become the cornerstone of the student-centric educational system, wherein the emphasis is put on an approach which best serves the interest of the learners.
With the help of machine learning algorithms the results can be predicted following which the content can be designed keeping in mind the preferences and expertise of the learner.
Suppose a student is trying to learn a particular skill or concept, the educator can take this factor into account as the platform continues to develop material and difficulty levels based on the progress report.
The pace of learning is different for each student, especially complex topics, every core subject has different aspects and to understand it individually each takes their own time.
If one can understand the gist of it just by reading it, there are others who figure it out faster after seeing a visual representation of it. Hence evidently the process is not linear hence the teaching methodologies should be conducive to this aspect.
AI onboarding integrated digital content delivery is efficient and dynamic as it can be personalised based on the performance.
2: Effective Evaluation via Advanced Analytics
Every parent teacher meeting includes a few such students regarding which the teacher has a lot of complaints.
“Your son has been failing in mathematics since the last two examinations’’, ‘’He is not at all attentive in the class, he has no interest in studies’’.
These are just a few of the many complaints that the teacher informs the parent without considering any mitigatory approaches.
How often does it happen that a teacher goes up to a student and inquires genuinely about the problem that he or she is facing which is affecting their studies?
AI-powered analytics helps the educators to get detailed information of each students’ performance in a week or monthly wise.
It also helps them to determine the areas in which the learner lacks and also figure out their strengths hence evaluating their progress becomes much easier.
3: Optimized Student-Teacher Communication
Open and clear communication is a great way to achieve a greater understanding in relevant contexts. Since digital learning has taken precedence in recent times, connecting with the students individually has become a challenging task.
There are students who do not feel confident enough to ask a question or share their opinion about anything in the class even though it is an online one.
There are AI tools which the students and teachers both can use as per their convenience, this would not only help the educator understand the queries but also give the chance to the learners to share their concerns.
Moreover the teacher could use this opportunity to counsel the student individually and help them understand in a different way.
4: Assessing the Critical Thinking of the Learner
Does the student have critical thinking ability? Does he or she possess the capability of making an unbiased judgment of an event?
Critical thinking is the ability to analyze events rationally based on observation, reasoning, and careful observation.
The aim of education is to not just impart bookish knowledge but to also inculcate discipline along with nurturing intellectual ability to think and assess.
As a part of the online assessment software the teacher can easily incorporate open-response questions, this would enrich the answering ability and thinking skill of the learner.
AI-aided ERP solutions can help the teacher to develop such questionnaires quite easily without having to spend too much time on them.
5: Track Attendance and Retention of the Learners
How do you find out if the students are paying attention?
What steps can be taken to increase the attention span of students?
To ensure that the students are paying attention in the class especially if it is being conducted online the teacher needs to prepare relevant strategies. With the help of several class-related activities, including varied content can help to create an engaging environment making learning a fun experience for the learners.
There are AI tools that are really helpful to not only develop content but also track the attendance of the students. Keeping track of who’s missing the class and ultimately giving a thorough analysis report of students who are not participating or engaging in the activities. Accordingly, the teacher can proceed with a plan of action where she or can interact with the learner, understand their problem and take a step.
Artificial intelligence technology comes with multiple benefits such as it can help to monitor and assess the student’s performance in real-time. Based on the MIS reports of their performance teachers can evaluate their academic strengths & weaknesses and accordingly work towards helping them.
In a nutshell, AI-powered learning can maximize classroom teaching and bring the best results in terms of students’ overall development!