# From Robots to Books: An Introduction to Smart Applications of AI in Education (AIEd)

arXiv: https://arxiv.org/abs/2301.10026 · HTML: https://mlsanity.com/paper/2301.10026/

## Key facts

- Cited by 2 papers in the map (data through 14 Oct 2026).
- Builds on 7 of its 17 references that are in the map.
- First posted on arXiv 11 Jan 2023.

## Builds on (most cited first, 7 of 7)

- [GeoQA: A Geometric Question Answering Benchmark Towards Multimodal Numerical Reasoning](https://mlsanity.com/paper/2105.14517/) (2021)
- [MathBERT: A Pre-trained Language Model for General NLP Tasks in Mathematics Education](https://mlsanity.com/paper/2106.07340/) (2021)
- [Full Page Handwriting Recognition via Image to Sequence Extraction](https://mlsanity.com/paper/2103.06450/) (2021)
- [Using Transformers to Provide Teachers with Personalized Feedback on their Classroom Discourse: The TalkMoves Application](https://mlsanity.com/paper/2105.07949/) (2021)
- [Inferring Concept Prerequisite Relations from Online Educational Resources](https://mlsanity.com/paper/1811.12640/) (2018)
- [Teaching Machines to Code: Neural Markup Generation with Visual Attention](https://mlsanity.com/paper/1802.05415/) (2018)
- [An Empirical Study of Finding Similar Exercises](https://mlsanity.com/paper/2111.08322/) (2021)

## Built on by (most cited first, 2 of 2)

- [Ethical Implications of ChatGPT in Higher Education: A Scoping Review](https://mlsanity.com/paper/2311.14378/) (2023)
- [Potential Societal Biases of ChatGPT in Higher Education: A Scoping Review](https://mlsanity.com/paper/2311.14381/) (2023)

## Abstract (arXiv)

The world around us has undergone a radical transformation due to rapid technological advancement in recent decades. The industry of the future generation is evolving, and artificial intelligence is the following change in the making popularly known as Industry 4.0. Indeed, experts predict that artificial intelligence(AI) will be the main force behind the following significant virtual shift in the way we stay, converse, study, live, communicate and conduct business. All facets of our social connection are being transformed by this growing technology. One of the newest areas of educational technology is Artificial Intelligence in the field of Education(AIEd).This study emphasizes the different applications of artificial intelligence in education from both an industrial and academic standpoint. It highlights the most recent contextualized learning novel transformative evaluations and advancements in sophisticated tutoring systems. It analyses the AIEd's ethical component and the influence of the transition on people, particularly students and instructors as well. Finally, this article touches on AIEd's potential future research and practices. The goal of this study is to introduce the present-day applications to its intended audience.