Generative AI-driven personalization of the Community of Inquiry model: enhancing individualized learning experiences in digital classrooms
| Type of work | Journal |
| Journal | The International Journal of Information and Learning Technology Volume 42, Issue 3, Pages 296–310 |
| Original Publication | 2025 |
| Country | United States, North America |
ABSTRACT
Purpose – This paper explores the integration of generative artificial intelligence (GenAI) into the Communityof Inquiry (CoI) framework, focusing on how GenAI can dynamically personalize online learning
environments. The study aims to examine how GenAI can enhance social, cognitive and teaching presence,
thus meeting the diverse needs of individual learners and improving engagement in digital classrooms.
Design/methodology/approach – The paper employs a conceptual approach, building on existing literature
about the CoI framework and GenAI. It proposes a theoretical model that illustrates how GenAI can personalize
social, cognitive and teaching presence in real-time, using engagement patterns, performance data and feedback
mechanisms to adapt learning pathways for individual students.
Findings – The study finds that GenAI can significantly enhance personalized learning by dynamically
adjusting the CoI framework’s elements. GenAI-driven interactions improve student engagement through
personalized prompts and adaptive content delivery, while AI-generated feedback provides timely and
individualized support, fostering a more responsive and student-centered learning experience.
Practical implications – For educators, the integration of GenAI into the CoI framework offers scalable
solutions for personalized instruction and feedback. Institutions can leverage AI-driven insights to create more
adaptive, learner-centered environments that improve learning outcomes, satisfaction and engagement,
especially in large-scale online courses.
Social implications – The paper highlights the potential for AI-driven education to bridge gaps in personalized
learning, promoting equity and inclusivity. However, it also addresses ethical concerns such as data privacy,
algorithmic bias and the digital divide, urging careful implementation to ensure that AI enhances rather than
undermines educational fairness.
Originality/value – This paper provides a novel perspective on the intersection of GenAI and the CoI
framework, proposing a unique conceptual model for AI-enhanced online education. It offers valuable insights
for educators, researchers and institutions aiming to create more personalized, effective and inclusive digital
learning environments.
Keywords Social presence, Teaching presence, Personalized learning,
Generative artificial intelligence (GenAI), Cognitive presence, Community of Inquiry (CoI)
Paper type Conceptual paper
| CoI focus | Full model |
| Study design | Conceptual |
| Contribution | Conceptual |
| Sample size | Not applicable |
| Study aim | "This paper explores the integration of generative artificial intelligence (GenAI) into the Community of Inquiry (CoI) framework, focusing on how GenAI can dynamically personalize online learning environments. The study aims to examine how GenAI can enhance social, cognitive and teaching presence, thus meeting the diverse needs of individual learners and improving engagement in digital classrooms." |
| Finding | "- GenAI can enhance social presence via personalized discussion prompts and peer-matching. - GenAI can tailor cognitive presence by adjusting learning complexity and offering real-time feedback. - Teaching presence can be scaled through AI-driven feedback and instructional recommendations." |
| Published at | United States |
| Language | English |
| ISSN | e-ISSN: 2056-4899; p-ISSN: 2056-4880 |
| Refereed | Yes |
| DOI | 10.1108/IJILT-10-2024-0240 |
| URL | https://www.emerald.com/insight/2056-4880.htm |
| Export | BibTex · EndNote · Tagged XML · Google Scholar |
Viewed by 0 distinct readers
COMMUNITY NOTES
The evaluations below represent the judgements of our readers and do not necessarily reflect the opinions of the CoI editors.
POST A COMMENT
SIMILAR RECORDS
Designing a Community of Inquiry in Online Courses
Flock, Holly
This article describes a practical approach for implementing instructional strategies in order to build a Community of Inquiry (CoI) into an online course. Online community building has positive effects on the quality ...
Match: full model; united states
A content analytic comparison of FTF and ALN case-study discussions
Heckman, Robert; Annabi, Hala
While much research has shown that ALNs can produce learning equivalent to FTF classrooms, there has been little empirical research that explicitly and rigorously explores similarities and differences between the ...
Match: full model; united states
Exploring communities of inquiry in Massive Open Online Courses
Kovanović, Vitomir; Joksimović, Srećko; Poquet, Oleksandra; Hennis, Thieme; et al.
This study presents an evaluation of the Community of Inquiry (CoI) survey instrument developed by Arbaugh et al. (2008) within the context of Massive Open Online Courses (MOOCs). The study reports the results of a ...
Match: full model; united states
The Community of Inquiry Effect on Learning for an Online Course
Coffey, Robert Dawson
Technology is transforming higher education by removing geographic constraints for both students and instructors and increasing learning and cooperation with internet-based applications. Bloom’s taxonomy continues to ...
Match: full model; united states
E-Learning in the 21st Century
Garrison, D. Randy
The third edition of E-Learning in the 21st Century provides a coherent, comprehensive, and empirically-based framework for understanding e-learning in higher education. Garrison draws on his decades of experience and ...
Match: full model; united states
Fostering Cognitive Presence, Social Presence and Teaching Presence with Integrated Online-Team-Based Learning
Parrish, Christopher W.; Guffey, Sarah K.; Williams, David S.; Estis, Julie M.; Lewis, Drew
This paper describes the development of the Integrated Online—Team-Based Learning (IO-TBL) model and details students’ perceptions of IO-TBL using the Community of Inquiry framework. IO-TBL is an online team-based ...
Match: full model; united states
Synchronous meetings, community of inquiry, COVID-19, and online graduate teacher education
Oyarzun, Beth; Hancock, Charlotte; Salas, Spencer; Martin, Florence
With the arrival of the COVID-19 pandemic in March 2020, teacher colleges across the country suddenly shifted to online. In many cases, faculty, wary of shortchanging students of a meaningful learning experience, ...
Match: full model; united states
Validating a Measurement Tool of Presence in Online Communities of Inquiry
Swan, Karen P.; Richardson, Jennifer C.; Ice, Phillip; Garrison, D. Randy; et al.
This article examines work related to the development and validation of a measurement tool for the Community of Inquiry (CoI) framework in online settings. The framework consists of three elements: social presence, ...
Match: full model; united states
Applying Online Instructor Presence Amidst Changing Times
Rosser-Majors, Michelle L.; Rebecor, Sandra; McMahon, Christine; Anderson, Stephanie L.
Online learning can be challenging for both the students and instructors. Students can feel isolated or intimidated by the asynchronous environment, and instructors may find it difficult to connect with students as well ...
Match: full model; united states
20 Years of the Community of Inquiry Framework
Castellanos-Reyes, Daniela
The Community of Inquiry framework is a collaborative-constructivist process model that describes the essential elements of a successful online higher education learning experience. This history column entry briefly ...
Match: full model; united states







