Understanding Teacher Perspectives and Experiences after Deployment of
AI Literacy Curriculum in Middle-school Classrooms
- URL: http://arxiv.org/abs/2312.04839v1
- Date: Fri, 8 Dec 2023 05:36:16 GMT
- Title: Understanding Teacher Perspectives and Experiences after Deployment of
AI Literacy Curriculum in Middle-school Classrooms
- Authors: Prerna Ravi, Annalisa Broski, Glenda Stump, Hal Abelson, Eric Klopfer,
Cynthia Breazeal
- Abstract summary: We investigate the experiences of seven teachers following their implementation of modules from the MIT RAICA curriculum.
Our analysis suggests that the AI modules expanded our teachers' knowledge in the field.
Our teachers advocated their need for better external support when navigating technological resources.
- Score: 12.35885897302579
- License: http://creativecommons.org/licenses/by/4.0/
- Abstract: Artificial Intelligence (AI) and its associated applications are ubiquitous
in today's world, making it imperative that students and their teachers
understand how it works and the ramifications arising from its usage. In this
study, we investigate the experiences of seven teachers following their
implementation of modules from the MIT RAICA (Responsible AI for Computational
Action) curriculum. Through semi-structured interviews, we investigated their
instructional strategies as they engaged with the AI curriculum in their
classroom, how their teaching and learning beliefs about AI evolved with the
curriculum as well as how those beliefs impacted their implementation of the
curriculum. Our analysis suggests that the AI modules not only expanded our
teachers' knowledge in the field, but also prompted them to recognize its daily
applications and their ethical and societal implications, so that they could
better engage with the content they deliver to students. Teachers were able to
leverage their own interdisciplinary backgrounds to creatively introduce
foundational AI topics to students to maximize engagement and playful learning.
Our teachers advocated their need for better external support when navigating
technological resources, additional time for preparation given the novelty of
the curriculum, more flexibility within curriculum timelines, and additional
accommodations for students of determination. Our findings provide valuable
insights for enhancing future iterations of AI literacy curricula and teacher
professional development (PD) resources.
Related papers
- Human-Centric eXplainable AI in Education [0.0]
This paper explores Human-Centric eXplainable AI (HCXAI) in the educational landscape.
It emphasizes its role in enhancing learning outcomes, fostering trust among users, and ensuring transparency in AI-driven tools.
It outlines comprehensive frameworks for developing HCXAI systems that prioritize user understanding and engagement.
arXiv Detail & Related papers (2024-10-18T14:02:47Z) - From MOOC to MAIC: Reshaping Online Teaching and Learning through LLM-driven Agents [78.15899922698631]
MAIC (Massive AI-empowered Course) is a new form of online education that leverages LLM-driven multi-agent systems to construct an AI-augmented classroom.
We conduct preliminary experiments at Tsinghua University, one of China's leading universities.
arXiv Detail & Related papers (2024-09-05T13:22:51Z) - Navigating the Future of Education: Educators' Insights on AI Integration and Challenges in Greece, Hungary, Latvia, Ireland and Armenia [1.7205106391379026]
This paper aims to explore how teachers currently use AI and how it can enhance the educational process.
We conducted a cross-national study spanning Greece, Hungary, Latvia, Ireland, and Armenia, surveying 1754 educators.
arXiv Detail & Related papers (2024-08-28T10:22:05Z) - Transdisciplinary AI Education: The Confluence of Curricular and
Community Needs in the Instruction of Artificial Intelligence [0.7133676002283578]
We examine the current state of AI in education and explore the potential benefits and challenges of incorporating this technology into the classroom.
This paper delves into the AI program currently in development for Neom Community School and the larger Education, Research, and Innovation Sector in Neom, Saudi Arabia s new megacity under development.
arXiv Detail & Related papers (2023-11-10T17:26:27Z) - The AI Revolution in Education: Will AI Replace or Assist Teachers in
Higher Education? [0.0]
The study provides a comprehensive perspective on the future role of educators in the face of AI technologies.
Participants argue that human teachers possess unique qualities, such as critical thinking, creativity, and emotions, which make them irreplaceable.
The research proposes that teachers can effectively integrate AI to enhance teaching and learning without viewing it as a replacement.
arXiv Detail & Related papers (2023-05-02T03:39:34Z) - An Experience Report of Executive-Level Artificial Intelligence
Education in the United Arab Emirates [53.04281982845422]
We present an experience report of teaching an AI course to business executives in the United Arab Emirates (UAE)
Rather than focusing only on theoretical and technical aspects, we developed a course that teaches AI with a view to enabling students to understand how to incorporate it into existing business processes.
arXiv Detail & Related papers (2022-02-02T20:59:53Z) - Building Bridges: Generative Artworks to Explore AI Ethics [56.058588908294446]
In recent years, there has been an increased emphasis on understanding and mitigating adverse impacts of artificial intelligence (AI) technologies on society.
A significant challenge in the design of ethical AI systems is that there are multiple stakeholders in the AI pipeline, each with their own set of constraints and interests.
This position paper outlines some potential ways in which generative artworks can play this role by serving as accessible and powerful educational tools.
arXiv Detail & Related papers (2021-06-25T22:31:55Z) - Personalized Education in the AI Era: What to Expect Next? [76.37000521334585]
The objective of personalized learning is to design an effective knowledge acquisition track that matches the learner's strengths and bypasses her weaknesses to meet her desired goal.
In recent years, the boost of artificial intelligence (AI) and machine learning (ML) has unfolded novel perspectives to enhance personalized education.
arXiv Detail & Related papers (2021-01-19T12:23:32Z) - Creation and Evaluation of a Pre-tertiary Artificial Intelligence (AI)
Curriculum [58.86139968005518]
The Chinese University of Hong Kong (CUHK)-Jockey Club AI for the Future Project (AI4Future) co-created an AI curriculum for pre-tertiary education.
A team of 14 professors with expertise in engineering and education collaborated with 17 principals and teachers from 6 secondary schools to co-create the curriculum.
The co-creation process generated a variety of resources which enhanced the teachers knowledge in AI, as well as fostered teachers autonomy in bringing the subject matter into their classrooms.
arXiv Detail & Related papers (2021-01-19T11:26:19Z) - Teaching Tech to Talk: K-12 Conversational Artificial Intelligence
Literacy Curriculum and Development Tools [9.797319790710711]
We evaluate our Conversational Agent Interface for MIT App Inventor and workshop curriculum with respect to AI competencies.
We found students struggled most with the concepts of AI ethics and learning, and recommend emphasizing these topics when teaching.
arXiv Detail & Related papers (2020-09-11T20:52:46Z) - Explainable Active Learning (XAL): An Empirical Study of How Local
Explanations Impact Annotator Experience [76.9910678786031]
We propose a novel paradigm of explainable active learning (XAL), by introducing techniques from the recently surging field of explainable AI (XAI) into an Active Learning setting.
Our study shows benefits of AI explanation as interfaces for machine teaching--supporting trust calibration and enabling rich forms of teaching feedback, and potential drawbacks--anchoring effect with the model judgment and cognitive workload.
arXiv Detail & Related papers (2020-01-24T22:52:18Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.