ELEC-E7861 - Research Project in Human-Computer Interaction D, 14.01.2021-20.05.2021
This course space end date is set to 20.05.2021 Search Courses: ELEC-E7861
Topic outline
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Topic
This year, we focus on computational modeling in HCI. We do that by activities like analyzing, replicating, validating, evaluating, and extending existing papers on computational models. Students' models will be integrated to AIM: the Aalto Interface Metrics server (interfacemetrics.aalto.fi).
Coaches
Every student project has a postdoc-level collaborator who will, on one hand, help with technical problems and, on the other, help evaluate the final outcome. Our postdocs this year are:
- Julien Gori
- Markku Laine
- Kashyap Todi
- Jussi Jokinen
- Xiuli Chen
Papers
- Visual importance: https://arxiv.org/pdf/2008.02912
- Mobile saliency: https://dl.acm.org/doi/abs/10.1145/3379503.3403557
- NIMA Neural Image Assessment: https://ieeexplore.ieee.org/abstract/document/8352823/
- Guideline-based evaluation of web page readability: http://library.usc.edu.ph/ACM/CHI2019/1proc/paper508.pdf
- Complexity--aesthetics model: https://dl.acm.org/doi/abs/10.1145/3313831.3376602
- Visual search modelling: https://dl.acm.org/doi/pdf/10.1145/3313831.3376870
- Retrieval of relevant designs: https://dl.acm.org/doi/abs/10.1145/3290605.3300334
- Menu selection time prediction: https://arxiv.org/pdf/1803.05073.pdf
- Multi-scale saliency: https://jov.arvojournals.org/article.aspx?articleid=2770958
Topics
- Joni Rautiainen: Automatic Readability Evaluation of Dark Mode Websites
- Aini Putkonen: Identifying Graphical Layouts where Different Visual Search Strategies Emerge for Myopic and Planning Observers
- Sami Nieminen: Predicting First Interaction Decision on Mobile Interfaces Using Deep Convolutional Network
- Fei Liu: Guidelines-based mobile page readability evaluation
- Rishabh Kapoor: Visual Search Modelling: A Deep Learning Approach on Graphical Layouts
- Chuhan Jiao: Reproducing the Unified Model of Saliency and Importance
- Yuze He: Modeling Image Captions Based on Short-term Human Attention
- Dongmei Gao: Effects of Complexity on Aesthetic Preference in Webpage Design