(Newswire.net — May 18, 2020) — How Has Artificial Intelligence Become Useful for Learning?
Learning is a vital aspect of life. The initiation of life can be regarded as the starting point of learning. Gaining knowledge is a life-long process. Individuals begin with the acquisition of basic skills of writing, reading, and problem-solving.
Knowledge acquisition is a gradual process, and with time, higher education levels are approached and acquired.
The advent of e-learning
Institutions like schools and colleges are known to impart education. In the present era, computer technology has advanced immensely. Software developers have created dynamic cyberspace that is highly useful for revolutionizing the learning model.
In simple words, computer technology has led to the development of machine learning models, and to its subsets, such as reinforcement learning and deep learning. Automated learning depends on user interaction with online educational programs. Educational software is designed to promote the process of learning among students.
With technology advancing at a tremendous rate, there is an apparent inclination among individuals towards virtual learning as compared to real-world teaching/learning methods.
Machine Learning, Deep Learning, and AI Technologies are Affecting Modern Education
There are several reasons for favoring online educational programs, and the most evident reason is the student’s ability to learn from anywhere. The popularity of the e-learning method is burgeoning at a rapid rate.
The increasing interest among young learners and teachers in the online learning module has propelled software developers to design advanced educational software and suitable interfaces for facilitating the interactive aspect of education.
The usability of AI systems in the virtual education field
Machine learning has paved the way for engaging individuals in virtual courses. Artificial intelligence has simplified the process of studying to a great extent.
The prime reasons for AI integration with education are delineated through the following points:
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Student-centric learning program:
In a classroom, students are given lessons that test their learning ability. However, generic lessons don’t consider the individual capacities of students.
A specific lesson can be learned by one student very easily, while another student can face difficulty in understanding that lesson. Understandably, each student needs to learn at an individual pace.
Artificial Intelligence Helps In Student-Centered Learning
Software programs get developed to assess and aid students so that they can learn new topics at a suitable pace. AI software is designed to ensure that individual students are given more opportunities to re-read and learn lessons through repetition.
Personalized programs are adaptive and hence, don’t overburden students with new information until the present lesson is adequately learned and assimilated.
Teachers are known to personally tend to students who have difficulty in grasping new concepts. Personal tutoring, coupled with the appropriately paced automated learning program, help students to understand concepts without any difficulty properly.
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Course improvement:
Human errors can lead to gaps in learning. Teachers giving lectures on specific topics can miss important places that create gaps. It often leads to confusion among students. It is essential to address the gaps in understanding quickly, but such gaps can remain undetected for a long time.
The use of AI helps in successfully resolving such problems. AI-software developers have created online courses that allow students to submit assignments. The assignments are course-specific.
Human Errors Are Reduced With The Help Of Software Technology
The common errors that are made by students for the same assignments get automatically notified to the course instructor, and the mistakes are saved as alerts for future students.
Hence, with the help of this system, students don’t have to wait for feedback and can have their mistakes corrected in no time.
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Automatic grading of assignments:
Grading is an integral part of teaching; all teachers have to correct and grade essays of students. Manual correction of written assignments takes much time.
Artificial intelligence has been employed for developing automatic grading tools that help educational personnel in grading essays.
With the help of an advanced algorithm, the software can detect copied content or duplicate content issues in the essays by conducting an online text comparison.
The simulated neural network of an AI grading tool is akin to a logical human brain. Due to this feature, it can detect minor mistakes as well as copied assignments. With Copyleaks AI grading tool, large volumes of open-ended written assignments are automatically and accurately graded. One should not forget that students often share notes in the classroom.
AI Grading Tool Uses Neural Network
In many cases, it has been observed that assignments are not self-written but copied. Seeking out duplicate copies of essays from submitted assignments is made very easy with the help of AI-software.
The settings of the grading tool are controlled by the teacher and can be adjusted as per the requirement to acquire more definitive results. Teaching is a labor-intensive job, and automation of some checking processes is useful in reducing work stress.
The automated grading system saves time, and teachers can utilize the saved time on planning engaging classroom activities.
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Plagiarism detection and correction:
Plagiarism is copied content without quotation marks and/or citations. It is unethical to steal content from others, but teachers often encounter such cases in classroom assignments.
Plagiarism in research papers is a serious crime and can cripple the research career of a person considerably. Checking for plagiarism in an assignment by manually verifying the notes and citations is extremely difficult. Unintentional plagiarism also poses a severe problem.
Plagiarism checkers help to solve the problem of plagiarism detection.
AI-based plagiarism checker for professors are adept at finding out complex forms of plagiarism in a paper. Many students want to eliminate accidental plagiarism from their papers.
An AI plagiarism tool provides individuals with detailed reports regarding plagiarism instances in their papers. Individuals often wonder about how to detect plagiarism with a free online plagiarism checker.
The process is quite simple, with an online plagiarism checker. The written document has to be uploaded in the plagiarism checker for scanning.
The websites have a signup form for new users. Premium users are allowed more facilities to check and improve their uploaded documents.
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Lack of peer pressure:
Studying or doing assignments from the comfort of one’s home drastically reduces the negative impact of peer pressure. Many students find it challenging to discuss their mistakes before the whole class.
Some individuals also find it derogatory when their errors are pointed out publicly. Learning often involves a trial-and-error process. But many students lack the confidence to engage in this learning process due to the fear of being wrong.
Software programs designed explicitly for the trial-and-error approach are highly useful in instilling interest among students as they don’t feel intimidated in their comfort zones while learning.
The lack of judgment in machine learning solutions is also an essential factor that makes the entire process fascinating.
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Smart solutions through smart technology:
The speed and smartness of the software system are crucial in the field of education. Learning is synonymous with enhancement and innovation. AI is a product of the highest level of machine intelligence.
Its application in the field of learning has provided both teachers and students with smart solutions for handling courses and understanding concepts.
Educators are making full use of the smart technology for designing worksheets that promote the interactive and exciting learning experience.
Educators Use Smart Technology To Make Learning Exciting
On the other hand, students are actively employing technology for grasping new concepts and completing assignments on time.
The software module is explored and innovated to produce solutions that are useful in forming databases of individual students. Smart suggestions regarding future courses are provided to students based on their strengths.
Professors are alerted about unsatisfactory students’ performance through the same monitoring system. The application of AI technology in this field is enormous.
With proper integration and correct execution, the AI system is equipped to solve multiple problems.
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Easy acquisition of information:
The internet has allowed individuals to access information from anywhere. The learning module is taking the same route for the dissemination of information. Interactive boards and games are already available for students to make their learning journey interesting.
AI is infusing the present system with more features that allow students to connect with other students via virtual classrooms. Teachers are conducting virtual sessions for students. These virtual sessions can be accessed later.
Hence, the problem of missing lecture sessions is ceasing to be an issue due to the AI-powered interactive platform.
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Constructive feedback:
AI is designed to mimic human rezoning ability. More research in this field has allowed the development of software that helps individuals by providing them with constructive feedback.
Apart from correcting mistakes in spellings and grammar, AI-software is efficient at providing suggestions for betterment. The suggestion providing attributes of AI-software is useful for students who are confused about courses they ought to choose.
Quick feedback on assignments also helps students to improve the draft and submit a better write-up. It helps in the overall improvement of the student.
AI research is employed to develop advanced machine learning models. Usability tests are conducted to determine the viability of the learning modules concerning user interaction.
Whereas, the Content testing tools help in understanding the appropriateness of the user content displayed through the interface. Extensive research shows promising results for automated learning/teaching. The AI educational models are tested and improved to provide a perfect user experience.
The prospect of AI teachers
Students are becoming more reliant on online sites for information. Numerous tasks are completed online; entertainment is ample in the virtual field through movies and games. Free access to most sites has boosted the confidence of individuals in the virtual media.
In the present situation, human teachers are working with interactive interfaces present in the virtual world for facilitating the objective of education.
Traveling constraints are actively nullified by virtual learning programs as individuals can access the classroom from their homes or any other place.
Flexible timing makes it easier for people to follow courses as per their schedule. In a nutshell, the entire learning process is becoming more pliant and individualistic.
In many cases, AI is helping students acquire basic arithmetic skills. Vocabulary enhancement is also carried out by software programs. Prior learning is possible through virtual learning programs.
The promotion of creativity is beyond the radar of artificial intelligence, and human beings are required to instill inspiration for higher learning among individuals.
The rapid manner in which AI is used for developing software programs makes the futuristic thought of robotic teachers unfounded.
Conclusion:
The gradual evolution of the learning model has led to the integration of AI systems in the educational field. AI-backed plagiarism checkers for teachers and students employ machine learning algorithms to differentiate between duplicate content and original content. Hence, the aid provided by AI-software in the learning/teaching field is enormous.