Halil Kayaduman
Halil Kayaduman, Ph.D.
Associate Professor · AI in Education · Human-Centered AI · Learning Analytics

Personal Details

HK
Full Name
Halil KAYADUMAN
ORCID
0000-0001-5316-1893
Web of Science ID
AAB-4046-2020

I am an Associate Professor at the Distance Education Application and Research Center at Inonu University, Turkey. I recently worked as a Visiting Postdoctoral Researcher at the School of Computing, University of Eastern Finland. During this time, I applied advanced analytical and modeling methods, including sequence analysis, clustering, process mining, psychological networks, transition network analysis, VaSSTra, and multilevel vector autoregression.

I earned my Ph.D. in Computer Education and Instructional Technology from Middle East Technical University, Turkey, and spent a year as a visiting research scholar at the University of Florida, USA. After completing my Ph.D., I served as an Assistant Professor of Computer Science at Igdir University, Turkey, where I taught courses in instructional design, basic statistics, human-computer interaction, and computer programming. I also held administrative roles as Director of the Digital Education Coordinatorship and Deputy Director of the Distance Education Application and Research Center at Igdir University.

In addition to my academic work, I design and build AI agents and workflow automations using n8n, integrating intelligent systems into real-world applications.

My research interests include AI in Education, Educational Technology, Human-centered AI, Learning Analytics, HCI, and Open and Distance Education.

Degrees

Associate Professor (Docent)
The Presidency of the Turkish Interuniversity Board, Turkiye · 2022

Subject Field: Open and Distance Education

Ph.D. in Computer Education and Instructional Technology
Middle East Technical University, Turkiye · 2017

Dissertation: Investigating Stages of Concern and Technology Integration Self-Efficacy Beliefs of English Language Pre-Service Teachers.

Language Skills

Turkish — Native
English — Full professional (Speaking, Writing, Reading)

Technical Skills

Programming Languages

Python R

Statistical & Data Analysis Tools

SPSS JASP Jamovi

Qualitative Analysis Tools

NVivo MAXQDA

Advanced Analytical & Modeling Methods

Sequence Analysis Clustering Process Mining Social Network Analysis Psychological Networks Transition Network Analysis VaSSTra Multilevel Vector Autoregression

AI, Automation & Cloud Tools

n8n Ollama OpenAI API Google Gemini API Google APIs (Gmail, Drive, Calendar) EasyPanel Docker Git/GitHub

E‑Learning and Authoring Tools

Adobe Captivate Articulate Storyline

Open Source Software

Moodle WordPress

Current Employment

Senior Lecturer
Inonu University, Turkiye · 2021 – Present

Department: Distance Education Application and Research Center

Conducting thorough needs analyses to identify the learning requirements of students and faculty members, I develop and deliver training sessions tailored to their needs. I design comprehensive, end-to-end learning solutions while collaborating with subject matter experts to ensure content accuracy and relevance. Additionally, I provide support for the integration of technological and pedagogical tools, including learning management systems, to enhance the overall learning experience.

Previous Work Experience

Visiting Postdoctoral Researcher
University of Eastern Finland, Finland · 2024–2025

Conducting advanced research into the dynamic nature of self-regulation and motivation, focusing on personalised, idiographic approaches to uncover individual variations and mechanisms. Responsibilities include designing and implementing studies, analysing complex data, publishing findings in peer-reviewed journals, and contributing to the academic community through presentations and collaborations.

Assistant Professor Dr.
Igdir University, Turkiye · 2018–2021

Undergraduate and graduate courses—such as Programming with Python, Instructional Design, Basic Statistics, and Human-Computer Interaction—have been taught, with responsibilities including syllabus development, material design, and student assessment. Graduate research has been supervised, and academic research has been conducted, published, and presented at conferences. Service has been provided through committee work and journal peer review. Distance education programs have been developed and managed, including oversight of resources, staff training, and program evaluation. Strategic initiatives for technology integration in education have been implemented, including university-wide delivery of “Digital Literacy” for students and “Teaching and Learning in the Digital Age” for faculty.

Visiting Doctoral Researcher
University of Florida, USA · 2015–2016

Analyzing data, reviewing the literature, and collaborating with other researchers in the department. Presenting the research findings from Ph.D. dissertation.

Research and Teaching Assistant
Middle East Technical University, Turkiye · 2011–2018

Research in computer education, technolog adoption, instructional technology, and distance learning has been conducted and shared through publications and conferences. Support has been provided in teaching undergraduate and graduate courses by developing materials, grading, and assisting instruction.

Research Funding & Grants

Visiting Postdoctoral Researcher
The Scientific and Technological Research Council of Turkey (TÜBİTAK) · 2024–2025

Learning Analytics Unit of Computer Science, School of Computing, University of Eastern Finland.

Senior Researcher
Inonu University Scientific Research Projects Coordination Unit · 2024–2026

Integration of Digital Content in Education: Multimedia Design for Academics

Senior Researcher
Inonu University Scientific Research Projects Coordination Unit · 2022–2023

Integration of Moodle, an Open Source Learning Management System, into Inonu University Formal and Distance Education

Senior Researcher
The Scientific and Technological Research Council of Turkey (TÜBİTAK) · 2022–2023

Examination of Instructor's Image in the Descriptive and Prescriptive Content of Educational Videos

Senior Researcher
The Scientific and Technological Research Council of Turkey (TÜBİTAK) · 2020

Determination of Digital Content Ecosystem Requirements in Higher Education

Visiting Doctoral Researcher
The Scientific and Technological Research Council of Turkey (TÜBİTAK) · 2015–2016

Educational Technology department of College of Education, University of Florida.

Research Output

My Google Scholar and ResearchGate profiles are up to date. You can see my publications there.

Teaching

Courses
Igdir University, Turkiye · 2018–2021

Department: Computer Science

  • Undergraduate: Introduction to Programming with Python.
  • Undergraduate: Instructional Material Design and Development.
  • Undergraduate: Basic Statistics.
  • Graduate: Human-Computer Interaction.
Teaching Projects
Instructor

TÜBİTAK — Designing and Implementation of Technology Supported Course Activities in the English Language Teaching

Instructor

Erasmus+ Staff Mobility (Siedlce University, Poland) — Instructional Material Design and Development

Trainings & Guest Lecturers
  • 2024 – Learning Analytics Dashboards, Summer School of Learning Analytics, University of Eastern Finland.
  • 2024 – Learning Analytics Dashboards, Learning Analytics Undergraduate course, University of Eastern Finland.
  • 2020 – Technological and Pedagogical Use of the Learning Management System, Igdir University.
  • 2019 – Design and Use of Technology in Education for In-service Teachers, Agrı-Dogubayazit (MoNE, Turkey).
  • 2019 – Professional Development Program for Distance Education Instructors, Igdir University.
  • 2018 – Coding with Scratch, AppInventor, and Python for In-service Teachers, Igdir (MoNE, Turkey).
Teaching Assistantship
Middle East Technical University, Turkiye · 2011–2018

Department: Computer Education and Instructional Technology

  • Undergraduate: Computer Applications in Education.
  • Undergraduate: Design and Use of Instructional Material.
  • Undergraduate: Computer Hardware.
  • Undergraduate: Computer Networks and Communications.
  • Undergraduate: Teaching Methods in Computer Education.
  • Undergraduate: Project Development and Management.
  • Graduate: Educational Statistics.

Awards & Honours

Congratulation Certificate
Igdir University, Turkiye · 2020
For the effort to continue education during the COVID-19 pandemic
Congratulation Certificate
Ataturk University, Turkiye · 2020
For the TUBITAK project “Determination of Digital Content Ecosystem Requirements in Higher Education”
Congratulation Certificate
Igdir University, Turkiye · 2020
For the TUBITAK project “Determination of Digital Content Ecosystem Requirements in Higher Education”
Honor Degree
Inonu University, Turkiye · 2008
Graduated with the second highest GPA in the department

Other Academic Merits