Role of AI chatbots in education: systematic literature review Full Text

Now we can easily explore all kinds of activities related to our studies, thanks to these friendly AI companions by our side. One of the most valuable features of ChatGPT is its ability to provide study support to students. Whether you’re struggling with a particular subject, or just need some help getting started with a new assignment, ChatGPT can provide you with personalized recommendations and guidance. ChatGPT can also help you to identify areas where you need to improve your skills, and provide you with resources to help you do so.

A digital literacy test was administered to the students to ascertain their prior abilities on basic computer skills, the internet and the web, productivity programs, computer security and privacy, and digital lifestyle. All 68 students were exposed to multimedia programming with HTML and CSS through face-to-face instruction from the second week to the sixteenth week. The course instructor demonstrated how to develop a front-end application using the scripting languages in a practical session. During the sessions, the instructor created two WhatsApp platforms for the control and the experimental cohort. The students were instructed to direct content-related questions to the WhatsApp platform.

This is a vital reminder that AI is a tool to aid learning, not to replace the critical and creative thought processes at the core of education. Many LMS systems already use push notifications to remind learners about their objectives (such as finishing the course). The research found that short personalized messages from chatbots work better than classic reminders.

Rather than feeling alienated by the use of AI, they praised Jill’s capabilities and even considered nominating her for a Teaching Assistant award. This case illustrates the seamless collaboration between human educators and AI-powered chatbots, resulting in a more efficient and impactful educational experience. This gives the benefit of enhancing their learning process and increase engagement in individual subjects. Think about messaging apps as a medium of student-teacher communication, just like in the classroom or across the departments, different activity clubs or alumni groups. It showcases AI chatbots’ potential in navigating diverse educational needs and tasks, ultimately contributing to a more dynamic, personalized, efficient, and immersive educational experience. In essence, with AI chatbots as allies, teachers can foster a more productive, encouraging, and personalized learning environment.

The pandemic has accelerated the integration of online education into the mainstream, with universities offering curricula and flagship distance learning courses. Leading institutions such as Georgia Tech, Stanford, MIT, and the University of Oxford actively invest in artificial intelligence projects to enhance learning. The major limitation of this study seems to be a lack of empirical research on this topic.

In addition, students can get the help and information they need at any hour of the day (or night, as the case may be). The teaching team will save time not having to answer similar questions over and over again, and students will receive answers immediately. This has truly helped develop online learning and improved distance learning for all. It would not be wrong to say that with the right technology and support, education will soon turn from a privilege to a basic human right. Soon, good quality education will be accessible anymore there is the internet and schools will not face the problem of a lack of quality teachers.

Building Better Businesses with Bots

AI chatbots, with their interactive and personalized nature, significantly boost student engagement. Let’s explore the growing influence of AI and machine learning, particularly in education, with a focus on AI chatbots. Georgia State University has effectively implemented a personalized communication system. They introduced Pounce, a bespoke smart assistant created to actively engage admitted students. You can foun additiona information about ai customer service and artificial intelligence and NLP. Using such models, institutions can engage with graduates, fostering a sense of community.

Such a streamlined approach will assist learning centers in reducing manual efforts required for materials update, thereby fostering convenient resource utilization. Overloaded due to tight scheduling and plenty of daily duties, educators often face challenges. Invaluable teaching assistants can give a hand with automation tasks like tests, assessments, and assignment tracking. EdWeek reports that, according to Impact Research, nearly 50% of teachers utilized ChatGPT for lesson planning and generated creative ideas for their classes.

Streamlining the learning curve for recruits, ChatInsight ensures quick, on-the-go knowledge access so you can focus on your organization’s growth and prosperity without the fear of bottlenecks and constraints. Apart from assisting with applications, these bots can offer information related to available programs, deadlines, benefits of chatbots in education and admission requirements. They can also conduct a screening exam, update those who made it, and help with fee payments. In short, a chatbot for education can simplify the admission process, from leads to conversions and more. Additionally, a phenomenon known as ‘hallucinations’ can occur with LLMs like ChatGPT.

IT Teaching Resources

The 68 participating undergraduate students were in their final year in a multimedia programming course offered by the Department of Publishing Studies at Kwame University of Science and Technology (KUNST). The experiment was conducted in the second semester of the 2021 academic year between April and August (16 weeks). As part of the study, we garnered data on their socio demographics, including gender, age, cumulative weighted average grade, preferred instant messaging app, and previous experiences with AI chatbots. Interacly AI simplifies the creation, training, and sharing of chatbots, thus making the power of large language models accessible to a broader audience. Through platforms like Interacly AI, the democratization of AI-driven education becomes a reality, enhancing the learning experience for students and educators alike.

Finally, the chatbot should be supportive and respectful by providing positive feedback, encouragement, and guidance to learners while respecting their privacy, security, and dignity. Chatbots can offer a number of advantages for learners, such as engaging them in interactive and adaptive dialogues to boost their motivation, retention, and comprehension of the content. They can also provide instant and relevant responses to address doubts, questions, and feedback needs. Furthermore, chatbots can offer personalized and differentiated learning paths that are tailored to their preferences, goals, and levels of proficiency.

WeAreBrain heads up an independent, award-winning digital and technology agency group and operates as a partner to international organisations, agencies, innovative startups and scale-ups. Working Machines takes a look at how the renewed vigour for the development of Artificial Intelligence and Intelligent Automation technology has begun to change how businesses operate. With the wealth of the world’s information condensed to a search bar, the nature of education has evolved. New ways of sharing information are now possible thanks to smart technologies like Artificial Intelligence (AI).

This may involve implementing strict data privacy policies and working with chatbots and AI providers to ensure that student data is kept secure. To successfully integrate these into the classroom, it is important for educators to have a clear understanding of the benefits and challenges these technologies present. They must also be proactive in addressing the risks and limitations of AI and chatbots, and work to ensure that they are being used in an ethical and responsible manner. Imagine having a powerful tool at your disposal that allows you to gain valuable insights into the satisfaction levels and experiences of your higher education students. Chatbots, equipped with interactive surveys and feedback forms, serve as an invaluable tool for your institution.

Here, learners gain the necessary knowledge by taking advantage of every opportunity in a natural and realistic setting. The advantage of chatbots in education is improving the learning experience (Okonkwo and Ade-Ibijola, 2021). Another vital theme derived from the analysis was the satisfaction of using chatbots for teaching and learning different language skills. In support of satisfaction, Hew et al. (2022) found positive learner experiences concerning the chatbots’ perceived usefulness and ease of use.

• Digital assistants offer continuous support and guidance to all trainees, regardless of time zones or schedules.
• Firstly, we define the research questions and corresponding search strategies and then we filter the search results based on predefined inclusion and exclusion criteria.
• Podar Education Network has successfully implemented the AI chatbot Engati to enhance parent-teacher communication and streamline academic and administrative tasks.
• AI Chatbots provide round-the-clock support and assistance, making them invaluable for students and teachers.

This will give you time to test it out and find if this is something you want to pay for. Every chatbot is different, and depends largely on how much content you put in and how robust a conversation you want to design. As a rule of thumb, it takes one person about a month to make a chatbot with 30 different outputs (ie, types of content you want the user to engage with). Feedback chatbots also afford a more informal, collegial environment for sharing concerns and successes in a course. This can be helpful when asking for feedback about more delicate topics like points of confusion or a sense of belonging.

The Main Benefits of Chatbots for Online Learning

When it comes to students, an AI chatbot for education is that friendly companion who won’t leave your side, whether it’s 3 am or 6 pm on a stormy evening. It promotes self-paced learning by providing timely guidance related to assignments, exam prep, and complicated subtopics, to name a few. In essence, by simplifying complicated tasks and providing on-time support, education bots amp up overall student satisfaction and success rates for an institution. Similarly, an AI-powered chatbot can be a friendly teaching assistant, helping instructors keep tabs on student progress through automated tests, quizzes, and learning materials. They can be used to manage all the hassle-filled tasks, such as tracking attendance, grading tests, and assigning homework (or milestones). This robust training enables ChatGPT to craft human-like responses while maintaining the context of a conversation, breaking away from the rigid question-answer structure commonly seen in older chatbots.

Therefore, it is important to design a course that has minimal fees, but many things to offer. If you are offering some rare courses at pocket-friendly prices, more students are expected to join. Mental health is an important aspect of a student’s well-being, and it’s crucial that universities and colleges provide support for their students in this area. They can help students feel more connected to their institution by providing guidance and resources to help them navigate their new environment. This can be particularly beneficial for students who are studying remotely or have different time zones.

Some educational institutions are increasingly turning to AI-powered chatbots, recognizing their relevance, while others are more cautious and do not rush to adopt them in modern educational settings. Consequently, a substantial body of academic literature is dedicated to investigating the role of AI chatbots in education, their potential benefits, and threats. Chatbots can provide students with immediate feedback, assisting the metacognitive processes of learning (Chang et al., 2022; Cunningham-Nelson et al., 2019; Guo et al., 2022; Okonkwo & Ade-Ibijola, 2021; Wollny et al., 2021). Similar feedback functions are incorporated on a smaller scale into software applications such as Grammarly, Microsoft Word, and Google Docs. Utilizing chatbots, students can make their statements more clear and concise (Cunningham-Nelson et al., 2019) and receive assistance solving difficult problems (Kaur et al., 2021).

Students and teachers should be educated on the accuracy of the text produced by chatbots and always fact-check the information produced by them. It is expected that as these models become more widely available for commercial use, research on the benefits of their use will also increase. Because chatbots using LLMs have vastly more capabilities than their traditional counterparts, it is expected that there are additional benefits not currently identified in the literature.

Named after the Science and Engineering Library, Carlson efficiently handles tasks like answering queries, locating books, and providing information. The tutoring bot tracks the student’s learning speed, strengths, weaknesses, and preferences, gradually adapting its tutoring methods to align with the student’s needs. The personalization aspect of bots sets them apart and has made them a game-changer in the educational landscape.

They can improve administrative efficiency, provide personalized support to students, and enhance the overall student experience. Additionally, chatbots can assist international students and provide mental health support. One of the remarkable outcomes of AI integration in education is the emergence of AI chatbots. These virtual assistants are revolutionizing the way students learn and teachers instruct.

Continuous improvement is made possible by machine learning models, enabling the chatbot to adjust and pick up knowledge from its interactions. Virtual tutoring and personalised engagement help smoothen and enhance the overall learning experience. Chatbots are trained in natural language processing (NLP) which allows them to easily analyze and evaluate the answers given by students.

Why does every university need a smart college chatbot?

Selecting well-thought-out software for chatbot development is crucial for successful implementation. If you’re looking for a chatbot for a school setting, you can find a company that specializes in this field, like BotPenguin. Teachers’ regular activities, including assigning work, grading tests, and checking homework, can also be made more accessible with the assistance of chatbots. It aids educators in developing comprehensive lesson plans and resources while taking care of mundane activities. The chatbot’s role isn’t limited to answering queries; it may also send out alerts, updates, and other notifications to students and faculty.

Central to their personalization feature is the ability to adapt to each student’s pace, learning style, strengths, and weaknesses. Educational institutions found AI a perfect ally in a domain where personalization and active engagement are pivotal. Learners can reach Cara on the university website or WhatsApp and get an answer instantly without having to wait for a staff member. Predicted to experience substantial growth of approximately $9 billion by 2029, the Edtech industry demonstrates numerous practical applications that highlight the capabilities of AI and ML. When working with a student body comprised primarily of minors, you must exercise extreme caution in how the chatbot collects, uses, and keeps information. The same holds for nations where privacy rules such as GDPR safeguard residents of all ages.

They don’t have to read through a lengthy FAQ document or wait to receive an email response from an administrator. They can get an instant response, thus reducing wait times and improving the student experience. A systematic review follows a rigorous methodology, including predefined search criteria and systematic screening processes, to ensure the inclusion of relevant studies. This comprehensive approach ensures that a wide range of research is considered, minimizing the risk of bias and providing a comprehensive overview of the impact of AI in education. Firstly, we define the research questions and corresponding search strategies and then we filter the search results based on predefined inclusion and exclusion criteria. Secondly, we study selected articles and synthesize results and lastly, we report and discuss the findings.

The more informal environment and gradual, directed questioning via turns of conversation can establish a more personable channel through which to share insights. According to the Stanford report written by Huyen Nguyen and Lucio Dery, from the Department of Computer Science at Stanford University, NLP chatbots had an 81% correlation with a human grader. Sex education is taught in public schools on topics ranging from abstinence and reproduction to sexual orientation and sexually transmitted diseases. They built an AI-powered chatbot on Engati’s platform and used it to reach students and get the word out about the campaign. They found the platform so intuitive that they succeeded in building an almost human-sounding bot in just fourteen days. This helped them achieve better-than-expected results for both students and faculty members.

It can assist in tutoring, evaluate a student’s proficiency in a subject, provide remedial actions, and offer personalized feedback. With a firmly established understanding of AI and chatbots in education, we can now discuss their practical applications in real-life educational settings. Moreover, this will provide opportunities for mentorship and collaboration between current attendees and alums. Such a contribution also offers networking opportunities and support for current students. Additionally, this will positively impact the brand image, attracting potential applicants and stakeholders.

Unlike traditional tools, chatbots offer a level of interactivity and personalization that is unparalleled. They aren’t just tools; they are virtual assistants that understand, predict, and respond to individual student needs. When it comes to the educational sector, the integration of chatbots has proved to be a groundbreaking force, changing the learning and engagement methods for good.

As in every industry which has received a baptism of AI disruption in recent years, the education industry is benefitting from AI’s many advantages, with the results being more satisfied and educated students. For example, if the student misunderstands the task or if the teacher misses something important, the chatbot is able to identify the problems and warn the teacher before the problem begins to aggravate. These chatbots are also fantastic at keeping the conversation going, even upselling to your customers.

The results of our research confirmed the existing literature that the use of chatbots enhances self-efficacy and learner achievement. Universities should establish Educational Technology Centers managed by subject matter experts to assist instructors in integrating and engaging students with teaching assistant chatbots. To obtain reliable results, instructors with low levels of digital literacy should receive proper training and coaching. Moreover, hands-on workshops should be organized to urge instructors to embrace the teaching assistant chatbot interaction in supporting learning and teaching.