| Vol-4181 urn:nbn:de:0074-4181-X Copyright © 2025 for the individual papers by the papers' authors. Copyright © 2025 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# TKTP 2025
Annual Doctoral Symposium of Computer Science 2025

## Proceedings of the Annual Doctoral Symposium of Computer Science 2025

### Helsinki, Finland, June, 2025.

Edited by

### Nikolaj Tatti1
Jussi Kasurinen2
Tero Päivärinta3

1 University of Helsinki, Helsinki, Finland
2 LUT University, Lappeenranta, Finland
3 Luleå University of Technology, Luleå, Sweden

## Table of Contents

- Summary: There were 21 papers submitted for peer-review to this workshop. Out of these, 16 papers were accepted for this volume.

### Session 1

- Can GPT-4 Enhance Teaching? A Pilot Study on AI-Driven Analysis of Student Course Feedback
  Oshani Weerakoon, Panu Puhtila, Tuomas Mäkilä, Erkki Kaila
- Large Language Model Performance in Automatic Assessment on an Introductory Programming Course
  Juuso Rytilahti, Erkki Kaila, Valtteri Ingman
- Ethical concerns and suggested mitigation strategies related to student-facing learning analytics dashboards – a narrative literature review
  Laura Havinen, Duong Dang, Rebekah Rousi
- New Hope: Towards Flexible Hybrid Learning in Post-pandemic Education
  Ella Peltonen, Elina Annanperä

### Session 2

- Emotionally Aligned? Evaluating LLM Predictions in Affective Tasks
  Asutosh Hota, Jiayi Zhang, Jussi P.P. Jokinen
- Resilient strategies for reducing decision-making uncertainty in generative AI and LLM integration
  Prabhash Rathnayake, Sameera Bandaranayake, Sami Pohjolainen, Pantea Keikhosrokiani, Rosanna E Guadagno, Pasi Karppinen, Juho Mattila
- LiDAR-Based Virtual Environment Generation for Vehicle Digital Twins
  Aleksi Vuorinen, Ella Peltonen
- Saving Christmas: Preventing Reindeer-Vehicle Collisions with Thermal Imaging
  Benjamin Kämä, Ella Peltonen

### Session 3

- Deceptive Design in Cookie Consent Requests: A User-Centered Perspective on Privacy
  Noora Tuokkola, Tiina Koskelainen, Laura Havinen, Rebekah Rousi
- Analyzing Third-Party Data Leaks on EU Healthcare Websites
  Sammani Rajapaksha, Timi Heino, Panu Puhtila, Sampsa Rauti
- Mitigating Insider Threats in Cybersecurity: A Design Thinking Approach
  Emmanuel Anti, Rebekah Rousi
- Listing of the True and Practical Cyber Security Risks of Social Media: Why Is It a Dangerous Place For a Content Creator And a Business
  Kia Finska, Anne-Maarit Majanoja, Antti Hakkala

### Session 4

- On the Relationship Between Challenges of Critical Information Systems and System Requirements: Case Apotti EHR System
  Leena Hellman, Petri Ihantola, Tommi Mikkonen, Niko Mäkitalo
- A Systematic Tertiary Review of Privacy in Permissionless Blockchains: Techniques, Limitations, and Future Trends
  Saara Saaninkoski, Zheying Zhang, Timo Poranen
- A Design Science Approach to Developing Synchronized Tools for Mental Workload Assessment in Software Engineers
  Sameera Gamage, Pantea Keikhosrokiani
- Reducing Cognitive Overload in Software Engineers: A Design Science Approach
  Kavishwa Wendakoon, Nirnaya Tripathi, Pantea Keikhosrokiani

2026-02-15: submitted by Nikolaj Tatti, metadata incl. bibliographic data published under Creative Commons CC0
2026-03-12: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|