AI and Research: Methods and Best Practices for Conducting Research Using AI DOI Creative Commons

J. Thomas Wren

The Pinnacle A Journal by Scholar-Practitioners, Journal Year: 2024, Volume and Issue: 2(3)

Published: Nov. 1, 2024

This video presentation provides an overview of methods and best practices for using AI in academic research, emphasizing its significance from a library perspective. It introduces key concepts, strategies, the importance literacy, incorporating brief review frameworks evaluation use technologies. also offers concise summary popular research tools based on select recommendations reputable institutions industry scholarship. The inclusion visual auditory elements detailing matters pertaining to higher education contributes multimodal diversified approach designed broader audience. Video formats may complement other traditional forms publication by providing explanations that are intended enhance accessibility engagement with complex concepts scholarly discourse.

Language: Английский

A case study on Chinese latest information literacy standards in the AI era: Impact of inquiry-based projects on information application and creation DOI
Zhang Jin

Information Development, Journal Year: 2025, Volume and Issue: unknown

Published: April 11, 2025

Information literacy (IL) is a fundamental skill before entering the new era of massive Artificial Intelligence (AI) technology usage. In 2023, Chinese government highlighted its importance by releasing IL standards with four dimensions: information metacognition, knowledge, application and creation, ethics. It took long time to build based on investigation vast majority education institutions public schools. However, international schools were barely noticed, despite place having evident advantages in implementing inquiry-based projects that can naturally cultivate students’ abilities. Therefore, taking typical high school Beijing as case, aim was identify starting point specifically carry out revealing current status correlations among dimensions. Employing mixed method approach, questionnaire distributed target school, followed interviews students who had conducted their research following certain instructions completed first-lifetime academic essays. The results indicated knowledge significantly have positive impact creation; also value greatly emphasized AI form access tool, needs more attention critical thinking.

Language: Английский

Citations

0

Prompt engineering as a new 21st century skill DOI Creative Commons
Денис Федерякин,

Dimitri Molerov,

Olga Zlatkin‐Troitschanskaia

et al.

Frontiers in Education, Journal Year: 2024, Volume and Issue: 9

Published: Nov. 29, 2024

Artificial Intelligence (AI) promises to revolutionize nearly every aspect of human learning. However, users have observed that the efficacy AI assistants hinges crucially on quality prompts supplied them. A slight alteration in wording can make difference between an assistant misinterpreting instruction and exceeding expectations. The skill precisely communicating essence a problem is as crucial itself. This paper aims introduce Prompt Engineering (PE) emerging essential for personal professional learning development 21st century. We define PE articulating problem, its context, constraints desired solution assistant, ensuring swift accurate response. show no existing related frameworks skills others cover extent allows valid assessment targeted promotion school university education. Thus, we propose conceptual framework this set including (1) comprehension basic prompt structure, (2) literacy, (3) method prompting, (4) critical online reasoning. also discuss implications challenges highlight current PE-related recommendations researchers educators.

Language: Английский

Citations

4

Advancements and Challenges in Automated Evaluation of Spoken Language Proficiency Using AI DOI
Ebrahim Mohammadkarimi, Jamal Ali Omar, Abdulla Salim Rashid

et al.

Advances in computational intelligence and robotics book series, Journal Year: 2025, Volume and Issue: unknown, P. 229 - 260

Published: Jan. 31, 2025

This research aims to examine the advancements and challenges in automated evaluation of spoken skills through use artificial intelligence. We triangulate data collection using a Likert-scale questionnaire open-ended interviews. In language assessment, main participants were 79 students (38 elementary 41 intermediate) 21 experienced teachers (raters). Two AI-powered tools, Versant Speechace, as well raters, separately assessed two speaking tests that participated in. tools showed correlation coefficients for grammar, fluency, vocabulary, pronunciation parts are high. means Speechace strongly connected straight line. The outcomes questionnaires interviews indicated raters generally hold positive perceptions AI's role proficiency although they noted some issues with AI`s understanding speaking, especially detecting varieties accents dialects.

Language: Английский

Citations

0

Fostering AI literacy in pre-service physics teachers: inputs from training and co-variables DOI Creative Commons

Aigerim Abdulayeva,

Назым Жанатбекова,

Yerlan S. Andasbayev

et al.

Frontiers in Education, Journal Year: 2025, Volume and Issue: 10

Published: Feb. 20, 2025

Background While the transformative potential of artificial intelligence (AI) in education is widely recognized, rapid evolution these technologies necessitates a corresponding teacher education. This research sought to investigate impact targeted training program on pre-service physics teachers’ AI literacy levels and their subsequent attitudes intentions toward adoption future teaching. Methods A pre-post-test control group quasi-experimental study was implemented among students. 5 weeks long out-of-curriculum intervention designed that combined theoretical grounding with practical, problem-based learning activities, focus use various tools. Results There significant upswing performance post-intervention, showcasing effective facilitating participants’ understanding application educational contexts. Additionally, perceived usefulness found be partial mediator link between scores behavioral intention embed generative solutions into Conclusion The concludes incorporating comprehensive programs curricula essential for fostering technologically adept pedagogically innovatively minded teaching workforce. Further needed explore long-term effects practice student outcomes.

Language: Английский

Citations

0

Developing and validating measures for AI literacy tests: From self-reported to objective measures DOI Creative Commons
Thomas K. F. Chiu,

Yifan Chen,

King Woon Yau

et al.

Computers and Education Artificial Intelligence, Journal Year: 2024, Volume and Issue: 7, P. 100282 - 100282

Published: Aug. 30, 2024

The majority of AI literacy studies have designed and developed self-reported questionnaires to assess learning understanding. These assessed students' perceived capability rather than because self-perceptions are seldom an accurate account true measures. International assessment programs that use objective measures science, mathematical, digital, computational back up this argument. Furthermore, education research is still in its infancy, the current definition literature may not meet needs young students. Therefore, study aims develop validate test for school students within interdisciplinary project known as AI4future. Engineering researchers created selected 25 multiple-choice questions accomplish goal, teachers validated them while developing curriculum middle schools. 2,390 grades 7 9 took test. We used a Rasch model investigate discrimination, reliability, validity items. results showed met unidimensionality assumption demonstrated set reliable valid They indicate quality enables practitioners appropriately evaluate their AI-related interventions.

Language: Английский

Citations

3

Evidence-based development of an instrument for the assessment of teachers’ self-perceptions of their artificial intelligence competence DOI Creative Commons
Jan Delcker, Joana Heil, Dirk Ifenthaler

et al.

Educational Technology Research and Development, Journal Year: 2024, Volume and Issue: unknown

Published: Sept. 9, 2024

Language: Английский

Citations

3

Using ChatGPT as a Lesson Planning Assistant with Preservice Secondary Mathematics Teachers DOI Creative Commons

Theresa J. Gurl,

Mara P. Markinson,

Alice F. Artzt

et al.

Digital Experiences in Mathematics Education, Journal Year: 2024, Volume and Issue: unknown

Published: Oct. 22, 2024

The purpose of this qualitative study was to examine the use ChatGPT as a lesson-planning assistant with preservice teachers (PSTs) secondary mathematics. PSTs asked solve mathematics problem and assist lesson planning in microteaching context methods course. first developed parts their plan individually, then do same thing. reflected on output generated by ChatGPT. They used any way they saw fit throughout process. An analysis PSTs' reflective statements about ChatGPT's revealed importance critical evaluative reflection. Although were generally accurate assessment pedagogical output, noting that suggested lessons teacher-centered repetitive, indicating little knowledge students' needs; less mathematical often attributing incorrect solutions "different approach" problem. findings have implications for value process when using other chatbots solving problems, suggest framework examination may be necessary age GAI.

Language: Английский

Citations

2

Artificial Intelligence Literacy in Research DOI

Mauricio Rojas Contreras,

Jorge Omar Portilla Jaimes

Published: July 17, 2024

Language: Английский

Citations

0

AI and Research: Methods and Best Practices for Conducting Research Using AI DOI Creative Commons

J. Thomas Wren

The Pinnacle A Journal by Scholar-Practitioners, Journal Year: 2024, Volume and Issue: 2(3)

Published: Nov. 1, 2024

This video presentation provides an overview of methods and best practices for using AI in academic research, emphasizing its significance from a library perspective. It introduces key concepts, strategies, the importance literacy, incorporating brief review frameworks evaluation use technologies. also offers concise summary popular research tools based on select recommendations reputable institutions industry scholarship. The inclusion visual auditory elements detailing matters pertaining to higher education contributes multimodal diversified approach designed broader audience. Video formats may complement other traditional forms publication by providing explanations that are intended enhance accessibility engagement with complex concepts scholarly discourse.

Language: Английский

Citations

0