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International Journal of New Developments in Education, 2024, 6(2); doi: 10.25236/IJNDE.2024.060223.

Research on Visualization of High School Chemistry Online Courses Based on Large Language Models

Author(s)

Wen Yang1, Lutong Wang2, Feng Lin3, Xin Wen3, Ya Wang4, Jiamin Li5

Corresponding Author:
Lutong Wang
Affiliation(s)

1Hechi Senior High School, Chemistry Teaching and Research Section, Hechi, China

2Institute of Education, Guangxi Modern Polytechnic College, Hechi, China

3College of Accounting and Auditing, Guangxi University of Finance and Economics, Nanning, China

4School of Fine Arts and Art Design, Qiqihar University, Qiqihar, China

5School of Education, Guizhou Normal University, Guiyang, China

Abstract

This study aims to construct an ecological model of high school chemistry online courses through the use of large-scale language models, creating intelligent high school chemistry online courses primarily based on artificial intelligence. It seeks to interpret an intelligent question-and-answer teaching model based on natural language and to reshape the knowledge structure of high school chemistry through a human-machine interaction model. The research employs the scientometric software CiteSpace to visually analyze the co-occurrence of keywords in online courses and gradually explores the research hotspots and development trends in high school chemistry online courses.and research frontiers of high school chemistry online courses. The results show that large-scale language model technology has unique advantages in explaining chemical knowledge, experimental demonstration, and online course creation; organic chemistry, online courses, online teaching, and blended teaching become high school chemistry research trends. It is inferred that the high school chemistry online course based on large-scale language models gradually evolves into a new normal in chemical education research.

Keywords

Large language model, High school chemistry, Online course, Citespace, Visualization

Cite This Paper

Wen Yang, Lutong Wang, Feng Lin, Xin Wen, Ya Wang, Jiamin Li. Research on Visualization of High School Chemistry Online Courses Based on Large Language Models. International Journal of New Developments in Education (2024), Vol. 6, Issue 2: 140-145. https://doi.org/10.25236/IJNDE.2024.060223.

References

[1] Parsons Andrew F. Exploring Everyday Chemistry: The Effectiveness of an Organic Chemistry Massive Open Online Course as an Education and Outreach Tool. [J]. Journal of chemical education, 2020, 97(5). 

[2] Haley Rebecca A., Ringo Jessica M., Hopgood Heather, Denlinger Kendra Leahy, Das Anushree, Waddell Daniel C. Graduate Student Designed and Delivered: An Upper-Level Online Course for Undergraduates in Green Chemistry and Sustainability [J]. Journal of Chemical Education, 2018, 95(4). 

[3] Nitza Davidovitch, Margarita Belichenko. Facebook Tools and Digital Learning Achievements in Higher Education [J]. Journal of Education and e-Learning Research, 2018, 5(1). 

[4] Andrew A. Tawfik,Todd D. Reeves,Amy E. Stich,Anila Gill,Chenda Hong, Joseph McDade,Venkata Sai Pillutla, Xiaoshu Zhou,Philippe J. Giabbanelli. Erratum to: The nature and level of learner–learner interaction in a chemistry massive open online course (MOOC) [J]. Journal of Computing in Higher Education, 2017, 29(3). 

[5] Chitkushev Lou, Vodenska Irena, Zlateva Tanya. Digital Learning Impact Factors: Student Satisfaction and Performance in Online Courses [J]. International Journal of Information and Education Technology, 2014, 4(4). 

[6] Essel Harry Barton, Vlachopoulos Dimitrios, Essuman Albert Benjamin, Amankwa John Opuni. ChatGPT effects on cognitive skills of undergraduate students: Receiving instant responses from AI-based conversational large language models (LLMs)[J]. Computers and Education: Artificial Intelligence, 2024, 6. 

[7] Eglseer D. Development and evaluation of a Massive Open Online Course (MOOC) for healthcare professionals on malnutrition in older adults[J]. Nurse Education Today, 2023,123. 

[8] Menasco Alexis,Shah Ruchi,Suhy Rebecca,Suhy Michael,Lowery Sarah, Goertz Jennifer,Hoyt Alice. State and Non-Profit Organizations Collaborate to Provide Food Allergy and Anaphylaxis Education to School Faculty and Staff, Enhancing School Safety Through a Free, Online Course[J]. The Journal of Allergy and Clinical Immunology, 2023, 151(2S). 

[9] Floss Mayara,Abelsohn Alan,Kirk Aoife,Khoo Su-Ming,Saldiva Paulo Hilário Nascimento,Umpierre Roberto Nunes,McGushin Alice,Yoon Sojung. An international planetary health for primary care massive open online course[J]. The Lancet Planetary Health, 2023,7(2). 

[10] Misiejuk Kamila,Ness Ingunn Johanne,Gray Robert, Wasson Barbara. Changes in online course designs: Before, during, and after the pandemic [J]. Frontiers in Education, 2023. 

[11] Junhuan Hu. Research on Online Course of Career Planning from the Perspective of Practical Art Education [J]. The Educational Review, USA,2023,6(12).