GESfeed

Feedback for academic assignments

Bots can have a significant impact on student success in higher education when they act as assistants providing feedback on assignments.

GESfeed is an educational bot developed by GES AI-LAB at Galileo University to provide students with constructive feedback on their learning activities, focusing on fostering a deeper understanding of key concepts and improving their ability to apply them in practice.

The goal of this bot is to significantly enhance each student’s learning and academic performance by providing continuous and specific feedback that complements and enriches the educational process, particularly in situations where teacher intervention may be limited.

Key Features of GESfeed

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Detailed Assessments:

The bot thoroughly analyzes students’ responses and assignments to provide an in-depth evaluation of their performance.

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Personalized Feedback:

It adapts to the individual needs of students, offering personalized comments that highlight their strengths and suggest improvements in specific areas.

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Identification of Strengths and Areas for Improvement:

The bot helps students recognize their dominant skills and identify areas they can strengthen to improve their academic performance.

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Efficient and Accessible Feedback:

GESfeed facilitates the reception of feedback in an effective and accessible manner, allowing students to continuously improve in an adaptive and motivating learning environment.

How GESfeed Works

GESfeed: Transforming Online Feedback with Artificial Intelligence

“GESfeed” is an educational bot developed from the study “Personalized Feedback in Massive Open Online Courses: Leveraging the Power of LangChain and the OpenAI API” conducted by Morales-Chan et al.

This bot utilizes advanced technologies like LangChain and the OpenAI API to automate and enhance the feedback process in Massive Open Online Courses (MOOCs).

By employing generative AI, GESfeed provides personalized feedback to students, adapting to their individual needs and learning styles. Initial study results show a significant increase in student satisfaction and progress for those who interacted with GESfeed, validating the effectiveness of AI-driven personalized feedback. This bot represents a crucial advancement in the practical application of AI in education, offering more effective educational support tailored to the individual needs of each student.

Feedback:
Key to Academic Success

Feedback is a fundamental element in the teaching-learning process, as it helps students better understand their progress, identify areas for improvement, and reinforce acquired knowledge.

Constant and specific feedback is essential for fostering a deeper understanding of key concepts and enhancing the ability to apply them in practice.

In an educational environment where direct teacher intervention may be limited, providing constructive feedback becomes an invaluable tool for students’ academic development, helping them understand their mistakes and learn from them more effectively.

By receiving continuous feedback, students learn to monitor their own progress and take charge of their learning journey.

Having a reliable source of feedback reduces anxiety around assignments and exams, as students feel more prepared and supported.

In this context, GESfeed offers an innovative solution by providing continuous feedback that complements and enriches the educational process, ensuring that every student receives the necessary support to reach their full potential.

Initial Results

The Future of Chatbots in Education

The potential of AI and chatbots to transform educational systems is immense. As technology advances, these tools are set to redefine traditional educational models, making learning more personalized, accessible, and efficient.

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