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- research-articleSeptember 2024
ZLS: An Efficient Lossless Compression for Depth-Video Streaming
WEB3D '24: Proceedings of the 29th International ACM Conference on 3D Web TechnologySeptember 2024, Article No.: 21, Pages 1–12https://doi.org/10.1145/3665318.3677147This paper introduces an efficient compression scheme—Z-lossless (ZLS)—for video applications with depth streams. ZLS utilizes a novel histogram compression module together with a customized predictor-corrector model and an entropy coder based on ...
- research-articleSeptember 2024
Guiding the Design of Inclusive Interactive Systems: Do Younger and Older Adults Use the Same Image-schematic Metaphors?
ACM Transactions on Computer-Human Interaction (TOCHI), Volume 31, Issue 4Article No.: 47, Pages 1–47https://doi.org/10.1145/3648618The use of image-schematic metaphors is often promoted for being near-universal across user groups, suggesting that these metaphors have the potential to make novel interactive systems easy to use by both younger and older adults. This study empirically ...
- abstractAugust 2024
Evo-Panel: Dynamic Visualization Tool for Optimization Process
GECCO '24 Companion: Proceedings of the Genetic and Evolutionary Computation Conference CompanionJuly 2024, Pages 29–30https://doi.org/10.1145/3638530.3664079This article for the Hot-off-the-Press track at GECCO 2024 summarizes recent work titled 'Evo-Panel: Dynamic Visualization Tool for Optimization Process', published in IEEE Transactions on Emerging Topics in Computational Intelligence [4]. We believe ...
- abstractJune 2024
50 years of Research in Engineering Interactive Computing Systems: the CCL 1974 to EICS 2024 journey
- José Creissac Campos,
- Kris Luyten,
- Laurence Nigay,
- Philippe Palanque,
- Fabio Paternò,
- Lucio Davide Spano,
- Jean Vanderdonckt
EICS '24 Companion: Companion Proceedings of the 16th ACM SIGCHI Symposium on Engineering Interactive Computing SystemsJune 2024, Pages 92–96https://doi.org/10.1145/3660515.3663603This panel commemorates the 50th anniversary of the IFIP TC2 Working Conference on Command Languages (CCL) and the 30th anniversary of the workshop series on Design Specification and Verification of Interactive Systems (DSV-IS), and uses that ...
Talaria: Interactively Optimizing Machine Learning Models for Efficient Inference
- Fred Hohman,
- Chaoqun Wang,
- Jinmook Lee,
- Jochen Görtler,
- Dominik Moritz,
- Jeffrey P Bigham,
- Zhile Ren,
- Cecile Foret,
- Qi Shan,
- Xiaoyi Zhang
CHI '24: Proceedings of the 2024 CHI Conference on Human Factors in Computing SystemsMay 2024, Article No.: 648, Pages 1–19https://doi.org/10.1145/3613904.3642628On-device machine learning (ML) moves computation from the cloud to personal devices, protecting user privacy and enabling intelligent user experiences. However, fitting models on devices with limited resources presents a major technical challenge: ...
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- research-articleMay 2024
Model Compression in Practice: Lessons Learned from Practitioners Creating On-device Machine Learning Experiences
CHI '24: Proceedings of the 2024 CHI Conference on Human Factors in Computing SystemsMay 2024, Article No.: 645, Pages 1–18https://doi.org/10.1145/3613904.3642109On-device machine learning (ML) promises to improve the privacy, responsiveness, and proliferation of new, intelligent user experiences by moving ML computation onto everyday personal devices. However, today’s large ML models must be drastically ...
Uncovering and Addressing Blink-Related Challenges in Using Eye Tracking for Interactive Systems
CHI '24: Proceedings of the 2024 CHI Conference on Human Factors in Computing SystemsMay 2024, Article No.: 322, Pages 1–23https://doi.org/10.1145/3613904.3642086Currently, interactive systems use physiological sensing to enable advanced functionalities. While eye tracking is a promising means to understand the user, eye tracking data inherently suffers from missing data due to blinks, which may result in ...
- surveyMay 2024
Interactive Question Answering Systems: Literature Review
ACM Computing Surveys (CSUR), Volume 56, Issue 9Article No.: 239, Pages 1–38https://doi.org/10.1145/3657631Question-answering systems are recognized as popular and frequently effective means of information seeking on the web. In such systems, information seekers can receive a concise response to their queries by presenting their questions in natural language. ...
- abstractMarch 2024
The 3rd International Workshop on Interactive and Scalable Information Retrieval Methods for eCommerce (ISIR-eCom 2024)
WSDM '24: Proceedings of the 17th ACM International Conference on Web Search and Data MiningMarch 2024, Pages 1208–1209https://doi.org/10.1145/3616855.3635724Over the past few years, consumer behavior has shifted from traditional in-store shopping to online shopping. For example, eCommerce sales have grown from around 5% of total US sales in 2012 to around 15.4% in year 2023. This rapid growth of eCommerce ...
- demonstrationSeptember 2023
Interactive Soundscape Tabletop to Promote Immersive Sound Experiences for People Living With Dementia and Their Caregivers
MuC '23: Proceedings of Mensch und Computer 2023September 2023, Pages 543–547https://doi.org/10.1145/3603555.3609317Music interventions have been proven effective in activating people living with dementia, even in the advanced stages of the disease. Alongside music, sound-based activities are vital for the care of those affected. However, the use of sound-based ...
- research-articleOctober 2023
Instrumental Agency and the Co-Production of Sound: From South Asian Instruments to Interactive Systems
AM '23: Proceedings of the 18th International Audio Mostly ConferenceAugust 2023, Pages 1–8https://doi.org/10.1145/3616195.3616207In this paper, we will look at sympathetic resonance as seen in South Asian instruments as a source of complex performer-instrument interaction. In particular, we will compare this rich tradition to the various types of human/machine interactions that ...
- research-articleMay 2023
Highlighting the Challenges of Blinks in Eye Tracking for Interactive Systems
ETRA '23: Proceedings of the 2023 Symposium on Eye Tracking Research and ApplicationsMay 2023, Article No.: 63, Pages 1–7https://doi.org/10.1145/3588015.3589202Eye tracking is the basis for many intelligent systems to predict user actions. A core challenge with eye-tracking data is that it inherently suffers from missing data due to blinks. Approaches such as intent prediction and user state recognition ...
- extended-abstractApril 2023
Symposium: Workgroup on Interactive Systems in Healthcare (WISH)
CHI EA '23: Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing SystemsApril 2023, Article No.: 365, Pages 1–4https://doi.org/10.1145/3544549.3573804The Workgroup on Interactive Systems in Healthcare (WISH) connects academic and industry researchers across human-computer interaction, medical informatics, health informatics, digital health, and beyond to foster a community around innovations in ...
- research-articleMarch 2023
SoundToons: Exemplar-Based Authoring of Interactive Audio-Driven Animation Sprites
IUI '23: Proceedings of the 28th International Conference on Intelligent User InterfacesMarch 2023, Pages 710–722https://doi.org/10.1145/3581641.3584047Animations can come to life when they are synchronized with relevant sounds. Yet, synchronizing animations to audio requires tedious key-framing or programming, which is difficult for novice creators. There are existing tools that support audio-driven ...
- research-articleMarch 2023
SlideSpecs: Automatic and Interactive Presentation Feedback Collation
IUI '23: Proceedings of the 28th International Conference on Intelligent User InterfacesMarch 2023, Pages 695–709https://doi.org/10.1145/3581641.3584035Presenters often collect audience feedback through practice talks to refine their presentations. In formative interviews, we find that although text feedback and verbal discussions allow presenters to receive feedback, organizing that feedback into ...
- demonstrationNovember 2022
Algorithmically-assisted interactive metro map design (demo paper): "it looks like you're designing a metro map. would you like help?"
SIGSPATIAL '22: Proceedings of the 30th International Conference on Advances in Geographic Information SystemsNovember 2022, Article No.: 94, Pages 1–4https://doi.org/10.1145/3557915.3561476Metro maps are one of the main ways for users of the public transport system to orient themselves and plan trips. Designing good metro maps is a complex task, the automation of which has been widely studied. Despite this, human-designed maps are still of ...
- research-articleJuly 2022
An Empirical Study of Older Adult’s Voice Assistant Use for Health Information Seeking
ACM Transactions on Interactive Intelligent Systems (TIIS), Volume 12, Issue 2Article No.: 13, Pages 1–32https://doi.org/10.1145/3484507Although voice assistants are increasingly being adopted by older adults, we lack empirical research on how they interact with these devices for health information seeking. Also, prior work shows how voice assistant responses can provide misleading or ...
- research-articleApril 2022Best Paper
Neo: Generalizing Confusion Matrix Visualization to Hierarchical and Multi-Output Labels
- Jochen Görtler,
- Fred Hohman,
- Dominik Moritz,
- Kanit Wongsuphasawat,
- Donghao Ren,
- Rahul Nair,
- Marc Kirchner,
- Kayur Patel
CHI '22: Proceedings of the 2022 CHI Conference on Human Factors in Computing SystemsApril 2022, Article No.: 408, Pages 1–13https://doi.org/10.1145/3491102.3501823The confusion matrix, a ubiquitous visualization for helping people evaluate machine learning models, is a tabular layout that compares predicted class labels against actual class labels over all data instances. We conduct formative research with machine ...
- research-articleAugust 2021
Integrating usage monitoring for continuous evaluation and testing in the UI of an industry application
A-TEST 2021: Proceedings of the 12th International Workshop on Automating TEST Case Design, Selection, and EvaluationAugust 2021, Pages 25–32https://doi.org/10.1145/3472672.3473955Developing interactive systems and testing with realistic scenarios requires a detailed understanding of how these systems are used in their real environment. In this paper, we report on our experience from implementing a usage monitoring approach for ...
- editorialMay 2021
Designing and Engineering Interactive Computing Systems
Proceedings of the ACM on Human-Computer Interaction (PACMHCI), Volume 5, Issue EICSArticle No.: 193, Pages 1–4https://doi.org/10.1145/3457140This issue of the Proceedings of the ACM on Human-Computer Interaction features contributions in the intersection of human-computer interaction and software engineering, with further disciplines blending into a rich set of scientific works. 2021 is the ...