Supporting novice to expert transitions in user interfaces

A Cockburn, C Gutwin, J Scarr, S Malacria - ACM Computing Surveys …, 2014 - dl.acm.org
Interface design guidelines encourage designers to provide high-performance mechanisms
for expert users. However, research shows that many expert interface components are …

3DALL-E: Integrating text-to-image AI in 3D design workflows

V Liu, J Vermeulen, G Fitzmaurice… - Proceedings of the 2023 …, 2023 - dl.acm.org
Text-to-image AI are capable of generating novel images for inspiration, but their
applications for 3D design workflows and how designers can build 3D models using AI …

A systematic literature review of applications of the physics of notations

D Van Der Linden, I Hadar - IEEE Transactions on Software …, 2018 - ieeexplore.ieee.org
INTRODUCTION: The Physics of Notations (PoN) is a theory for the design of cognitively
effective visual notations, emphasizing the need for design grounded in objective and …

Data-driven interaction techniques for improving navigation of educational videos

J Kim, PJ Guo, CJ Cai, SW Li, KZ Gajos… - Proceedings of the 27th …, 2014 - dl.acm.org
With an unprecedented scale of learners watching educational videos on online platforms
such as MOOCs and YouTube, there is an opportunity to incorporate data generated from …

Crowdsourcing step-by-step information extraction to enhance existing how-to videos

J Kim, PT Nguyen, S Weir, PJ Guo, RC Miller… - Proceedings of the …, 2014 - dl.acm.org
Millions of learners today use how-to videos to master new skills in a variety of domains. But
browsing such videos is often tedious and inefficient because video player interfaces are not …

Pause-and-play: automatically linking screencast video tutorials with applications

S Pongnumkul, M Dontcheva, W Li, J Wang… - Proceedings of the 24th …, 2011 - dl.acm.org
Video tutorials provide a convenient means for novices to learn new software applications.
Unfortunately, staying in sync with a video while trying to use the target application at the …

MixT: automatic generation of step-by-step mixed media tutorials

PY Chi, S Ahn, A Ren, M Dontcheva, W Li… - Proceedings of the 25th …, 2012 - dl.acm.org
Users of complex software applications often learn concepts and skills through step-by-step
tutorials. Today, these tutorials are published in two dominant forms: static tutorials …

Automatic generation of two-level hierarchical tutorials from instructional makeup videos

A Truong, P Chi, D Salesin, I Essa… - Proceedings of the 2021 …, 2021 - dl.acm.org
We present a multi-modal approach for automatically generating hierarchical tutorials from
instructional makeup videos. Our approach is inspired by prior research in cognitive …

Learnersourcing subgoal labels for how-to videos

S Weir, J Kim, KZ Gajos, RC Miller - … of the 18th ACM conference on …, 2015 - dl.acm.org
Websites like YouTube host millions of how-to videos, but their interfaces are not optimized
for learning. Previous research suggests that people learn more from how-to videos when …

WorldSmith: Iterative and Expressive Prompting for World Building with a Generative AI

H Dang, F Brudy, G Fitzmaurice… - Proceedings of the 36th …, 2023 - dl.acm.org
Crafting a rich and unique environment is crucial for fictional world-building, but can be
difficult to achieve since illustrating a world from scratch requires time and significant skill …