We are the Computational HCI Lab @UMichCSE. We study methods, applications, and ethics of Computational Modeling and AI in HCI.

Joined August 2018
9 Photos and videos
At #Ubicomp2023, @AntarAnindya presented a computational behavior model that forecasts end-of-day physical functioning of people with Multiple Sclerosis (MS) to support timely behavior-based clinical interventions. Work with Anna Kratz and @nikola_banovic. doi.org/10.1145/3580887
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Former lab member @Xincheng_Huang presented StructureSense (a tracking system using UHF-RFID sensing that infers constructive assembly structures from object motion) at #Ubicomp2023. Work with Keylonnie Miller, Alanson Sample, and @nikola_banovic. doi.org/10.1145/3570343
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📢Past and current lab members (@Xincheng_Huang, @AntarAnindya) are presenting their work at #Ubicomp2023!
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First, @Xincheng_Huang (now a PhD student at @UBC) will present "StructureSense: Inferring Constructive Assembly Structures from User Behaviors" as part of the Context, Activities, and Behavior session on Tuesday, October 10.
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Then, @AntarAnindya will present "Behavior Modeling Approach for Forecasting Physical Functioning of People with Multiple Sclerosis" as part of the Brain and Mental Health session on Thursday, October 12th.
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Congratulations to @nelescher for winning the Equity-centered Engineering Award at the 2023 Michigan Engineering Three Minute Thesis (3MT) Competition! (egs.engin.umich.edu/) Award sponsored by OCCE (culture.engin.umich.edu/).
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Computational HCI Lab retweeted
Check out the teaser video of our IMWUT paper: "Behavior Modeling Approach for Forecasting Physical Functioning of People with MS" youtu.be/sGP5IHDkNQ8 I will present this work at #UbiComp2023 #ISWC2023

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Computational HCI Lab retweeted
31 Jul 2023
Thanks again to the keynote speakers @landay, @ancadianadragan, @merrierm, @QVeraLiao, @nikola_banovic for giving in-person talks and @ChenhaoTan for contributing a recorded talk.
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Computational HCI Lab retweeted
Check out my latest Medium article "Incorporating Domain Knowledge into Human-centered Behavior Models for Time-series Forecasting". link.medium.com/jDxXzbXoxBb I will present this work at #UbiComp2023 #ISWC2023
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Computational HCI Lab retweeted
Quad Fellow @QuadFellowship Divya Ramesh @dramesh_ poises a vital question on the future of innovation, “how can we center equity in innovation so it can help the larger society?”
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📢 New #DIS2023 paper: "Ludification as a Lens for Algorithmic Management: A Case Study of Gig-Workers' Experiences of Ambiguity in Instacart Work." A great cross-university collaboration led by @dramesh_ with @HenningCaitlin, @nelescher, @Haiyi_Zhu, @minlee_hci, @nikola_banovic.
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Join us tomorrow (Wednesday) at 9AM in Room Y10 for @HossainTahera's #CHI2023 talk that shows how to conduct sample size determination when modeling human behavior using Inverse Reinforcement Learning (IRL). Session link: programs.sigchi.org/chi/2023…
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CompHCI lab at #CHI2023 in one place taking a break after @im__jane presented her paper. Left to right: @RuiyiWang153, @im__jane, @nikola_banovic, and @HossainTahera.
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Join us today for @im__jane's #CHI2023 talk that argues that companies can and should do better when designing privacy controls for Online Behavioral Advertising (OBA). The talk is part of the Social Media and Information session taking place in Room Y03 Y04 at 15:26.
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Representing CompHCI Lab at #CHI2023 from left to right @HossainTahera, @nikola_banovic, and @im__jane.
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Congratulations to lab members @ananya_kasi and Zhe Chen who presented their undergraduate research posters at the Explore Computer Science Research (#ExploreCSR) event @UMichCSE! 1/n
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2/n @ananya_kasi presented her work on #XAI mechanisms for detecting and countering untrustworthy AI. Work in collaboration with @tsedeniya_amare, @dramesh_, and @nikola_banovic.
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3/n Zhe Chen presented her work on modeling and forecasting fatiguability of people with Multiple Sclerosis (MS). Work in collaboration with @AntarAnindya and @nikola_banovic.
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