In recent years, the education sector has seen a surge in the use of artificial intelligence (AI). From online learning platforms to predictive analytics, AI is changing the landscape of education.
While there are many benefits to using AI in education, there are also some challenges that need to be addressed. In this article, we will explore the use of AI in education and some of the challenges that need to be considered.
What Is Artificial Intelligence In The Education Sector
The global AI in education market is expected to reach USD 3.68 billion by 2023, growing at a CAGR of 47% from 2018 to 2023. Artificial Intelligence in education is the use of AI tools and technologies to improve learning, discovery, control and interactions for students, educators and other contributors.
AI technologies can be used to help learners discover areas of interest, learn from peers and teachers, create dynamic lessons and content to support learning or assist teachers with classroom management.
Roles Of AI In Education
With all the advantages artificial intelligence brings to educators and students in education, there are still concerns as to whether a teacher can keep up with technology and an AI, which has been said to be faster than humans.
However, artificial intelligence is much more than just another computer system; it is designed to understand and learn from everything it observes. Artificial intelligence can derive complex analytics on student data points to help educators plan for the future and focus their attention on new subjects that may need extra help.
How AI Can Impact Learning
Artificial Intelligence (AI) is increasingly playing a large role in education, allowing educators and students to learn new material in less time because of its ability to identify areas in which a student may need extra help. This enables educators to spend more time with struggling students, which allows them an extra set of eyes and hands on the ground.
Amazon teamed with Edhesive, a provider of computer science education to schools, in April 2018. According to the agreement, AWS will finance schools that use Edhesive’s curriculum.
While some may argue that artificial intelligence will make teaching and learning slower moving, artificial intelligence systems are no replacement for human teachers. Artificial intelligence has the ability to reveal gaps in a student’s knowledge that a teacher would have otherwise missed entirely.
This means that artificial intelligence will be especially beneficial to students who are struggling in their studies, which is one of the biggest barriers that many students face in the educational system. Artificial intelligence can help them get to the root of any struggles they may be having when it comes to learning, and provide extra support when they are struggling.
Artificial intelligence can also make it easier for teachers to grade assignments with much more ease because they can research a specific topic before writing a paper rather than spending hours on research and/or writing an entire paper for every assignment.
How Artificial Intelligence Is Currently Used In Education
Microsoft improved its Cognitive Services products such as Bing Entity Search, Face API, and Microsoft Custom Vision Service in March 2018. The advent of new cloud-hosted APIs would make it easier for developers to incorporate AI capabilities into diverse applications.
i. Artificial intelligence has been used in classroom settings to power new interactive whiteboards and digital teaching tools that can help students learn how to code, unlock the secrets of complex physics problems or even build their own robots.
ii. AI is being used to develop new digital tutors that can offer one-to-one intervention programs for students who are struggling with their subjects, giving them the guidance and support they need to develop essential skills for their future careers.
iii. AI is being used to help educators better understand their students’ needs as they develop personalized learning plans from their own information, such as performance on assignments, past tests or proof of eligibility for certain programs.
iv. AI is also being used in numerous subject areas and content areas, including math, language arts and science specifically, where AI can be used in the classroom to support students who may be struggling with specific concepts by providing an interactive tool that will walk them though a particular concept step-by-step while identifying areas that they may require more help.
Ways How AI Can Be Used In Education Sector
Schools are increasingly turning to AI technology to replace teachers, especially for students with visual or hearing impairments. The Learning Management System (LMS) is a software application that can be used to create and deliver educational content, track student progress, and assess student performance.
1. Assessment And Grading
Google launched Learn with Google, an AI website to give and assist education in the field of AI, in February 2018. Artificial intelligence has already been implemented in the education sector through standardized exams such as the SAT, ACT and AP exams.
These assessments are designed to give students who may lack introspection about their performance, a better understanding of how they performed on their exams. AI-based assessments are also making it easier for educators to mark and grade tests, allowing them to spend more time with students in need of extra assistance.
2. Course Design
In the future, artificial intelligence will be able to analyze student data and develop a customized course of study based on a student’s performance, skills and interests. This customized course of study will allow students to move through their education faster and with greater ease.
3. Data Analysis
With so much data being generated by students, parents, educators and administrators it is difficult for schools to keep track of this information in any meaningful way. However, artificial intelligence can analyze this data and provide insights as to where an educator or school may be struggling with certain students. This information can then be used to target these struggling students or provide them with extra support in areas that they may need help with.
4. Grading Complex Assignments
With the right artificial intelligence tool, educators can grade complex assignments that require more than simple answers, such as science papers, essays or math problems. These tools are designed to go beyond simple keyword searches and instead provide educators with in-depth treatment of the content.
5. Learning Plans & Curriculum Development
AI will use student performance data to build personalized learning plans for students who are struggling with certain areas or need extra support in particular subject matter or topic areas. AI-powered planners will also help educators develop new school and district-wide curriculum that is better tailored to the needs of their students.
The world’s best-educated minds are in danger of being taken over by artificial intelligence. If a robot or AI system is able to acquire knowledge about the world, who is to say that it won’t be capable of obtaining intimate details about the inner workings of our brains and personalities? If it could learn all about us, it could also learn all about us. Therefore, artificial intelligence must be trusted with sensitive data and only used for good purposes.
7. Personalized Learning Plans & Studies
AI can create personalized learning plans that provide students with tailored content based on their needs, preferences and skill set. AI can also be used to study new topics by providing personalized tutorials that show students how to study and retain information.
Benefits Of AI For The Education Sector
One area where AI systems are becoming increasingly popular is in education. AI tutors can provide personalized learning experiences for students and help them to progress at their own pace.
Machine learning can be used to create models of student behavior and preferences, which can then be used to optimize the educational experience. However, some educators believe that human interaction is still essential for student learning and development.
1. Artificial Intelligence Can Streamline Repetitive Tasks
For educators, AI can remove the need for repetitive tasks like grading and analyzing data. AI enables educators to focus on relevant activities like coaching students or leading the learning process, providing students with a more engaging experience and increasing the likelihood of further educational attainment.
2. AI Can Provide Teachers With More Time To Collaborate With Peers And Other Stakeholders From Within Their School Or District
With advancements in machine learning technology, artificial intelligence (AI) tools are now able to apply predictive analytics to help teachers analyze student data and predict when students may be struggling based on their behavior fluctuations and past performance in school.
3. AI Can Use Big Data To Help Students And Educators Track Learning Progress
Predictive analytics can be used to develop insights into student performance which can help educators share this information with students, parents and other stakeholders in order to create a more engaging experience for all involved.
4. AI Can Support Individualized Learning For All Students
With the goal of achieving personalized learning for each and every student, AI can play a key role in achieving this by providing individualized data on the basis of student profiles, interests or preferences. Students can then receive this information through an educational chatbot or other form of advisory technology to improve their engagement in class and learning outcomes overall.
5. AI Can Help Teachers Develop The Next Generation Workforce
Pearson announced a three-year partnership with Microsoft Research Asia (MSRA) in February 2018 to integrate AI capabilities into market-leading English language learning curriculum.
AI is allowing for the development of new educational technology that can be used to support personalized learning and improve engagement in the classroom. This technology provides students with a more engaging learning experience, helping them to achieve improved academic outcomes and develop skills for their future careers.
6. AI Can Provide Customized Intervention Plans For Students Who Need Extra Help
Artificial intelligence has been used to create digital tutors which can provide tailored intervention programs based on learning profiles, academic needs or performance. These interventions can be delivered at any time by an online tutor or by a human-machine collaboration so as to provide students with additional support as required.
7. AI Can Help Students Understand Complex Concepts More Easily
Artificial intelligence can be used to teach complex concepts in simple ways. For example, AI can guide students through the process of learning a new programming language or explain the details of a math or science concept in an engaging way.
8. AI Can Help Educators Provide A More Personalized Learning Experience For Each Student
AI can provide insights into student performance and deliver personalized assistance, such as goal setting and self-assessment based on baseline data so that educators are able to create a customized learning experience for each student based on their needs and abilities.
9. AI Is Helping Educators Work More Efficiently As They Transition Into New Technology-Based Programs
By wielding the many benefits of AI, educators are able to streamline processes and adopt new technology-based solutions. For example, artificial intelligence is supporting laptop labs which require less setup time and means that teachers can spend more time supporting students with more relevant activities.
By embracing these technologies, educators can build their skill sets and gain the skills needed to work as a team with IT experts in order to ensure that teachers have the resources they need to effectively implement new educational technologies.
Challenges Of AI For The Education Sector
There is no doubt that education artificial intelligence is rapidly changing the landscape of education. Some believe that AI will eventually replace traditional classroom instruction in educational institutions.
While this may be true to some extent, there are still many benefits to attending a brick-and-mortar school. For one, students gain valuable social skills by interacting with their peers on a daily basis. They also learn how to navigate the real world by living away from home and being exposed to different cultures.
1. Artificial Intelligence Is Not Yet As Readily Accessible As Educators Would Like
While there are many benefits that artificial intelligence can provide to the education sector, only a fraction of schools have access to these technologies. This is because AI-powered solutions need to be programed, more often than not, by a specialist IT department.
2. AI Is Only Effective When It Is Integrated Into An Existing Process Or Technology-Based Solution
On its own, AI cannot create a new program to help educators use these tools. Rather, they require an existing platform or technology to provide the foundation and support needed in order to become part of an effective solution that educators can continue to use over time.
3. AI Is Challenging Schools And Districts To Embrace Change
In order to be successful, AI-powered solutions need to be implemented in a manner that is easily accessible, affordable and sustainable for all involved. Schools and districts need to be ready to adapt as they move into the next level of technology because this can be challenging for many educators.
4. Artificial Intelligence Can Cause Potential Privacy Issues For Educators
For example, artificial intelligence may monitor student information and provide alerts based on this data which could present a big risk if it is perceived by teachers as violating the student’s rights or privacy. Educators have the right to understand how their data will be used once it leaves their control.
5. Artificial Intelligence Runs On A Learning Curve For Educators
AI technology can be complex and there are many unknowns that may determine the effectiveness of these solutions, therefore requiring educators to adjust new solutions over time to work effectively in the classroom. There is also a risk that it will become too difficult for them to use at all.
6. Artificial Intelligence Is Still Not Integrated Into Day-To-Day Teaching And Learning Activities
Artificial intelligence has been used, but only in one-off or simple experiments thus far, meaning that teachers are still largely limited to how they teach their students today. AI-powered solutions can provide more opportunities for personalized learning, but educators need to be willing to adapt their teaching methods in order to take full advantage of the benefits these tools have to offer.
Why AI Is Important For Education
The rise of artificial intelligence has led to the development of new technologies that can support learning in numerous ways. AI is changing how educators teach and students learn, allowing them to develop skills needed in their future careers, achieve better grades and even have a better understanding of fundamental topics that they may find challenging through personalized education plans.
Examples Of AI In Education
In March 2017, IBM announced a partnership with Salesforce in which the two firms would collaborate to market IBM Watson and Salesforce Einstein services. With this collaboration, both firms would use Watson’s and Einstein’s skills to engage more clients.
1. Flipping Classroom
A flipped classroom is a term used to describe the practice of teaching students in class as a whole group and then all students participating in interactive activities afterwards. This information can be used to improve students’ comprehension and retention of material covered in class.
Flipped classrooms are just one example of using AI in education. There are many other ways that artificial intelligence is being used within the education sector, including but not limited to: on-demand learning, adaptive learning, powerpoint slides, adaptive management tools and virtual simulations (e.g. Scenarios).
2. AI In Online Education
Online learning is a growing trend for many students, who can access and study from anywhere that has an internet connection and allows them to do so more flexibly than in-class based programs.
Online learning is being enhanced with AI to help expand the student experience, including but not limited to: improving the student experience when interacting with courses or teachers through chatbots, using analytics to suggest additional resources or student interventions using predictive analytics, helping students develop their knowledge on a specific topic through chatbots or dynamic content.
3. AI And Critical Thinking
A new use of AI arises by means of automated systems analysis of social media data that can detect trends in thoughts, beliefs and actions. This type of analysis is known as artificial intelligence and can be used to identify the key issues that are most important to a specific person.
This technique can be used by educators in the form of an online course or through a chatbot to engage students, providing critical thinking skills and supporting them to learn more efficiently.
The use of AI in education has been growing at a fast rate. There are many ways that artificial intelligence is being integrated into the education sector to provide students with new, exciting and engaging experiences. From flipped classrooms to AI-powered chatbots, educators and students can take advantage of the various features that these technologies bring.
The challenge for educators is to ensure that they have the resources and support needed in order to implement AI technologies effectively. In order for artificial intelligence in education to be successful, educators need technology support from IT experts, high bandwidth internet access and sufficient database infrastructure.