Human-Centered Artificial Intelligence Lab

HCAIL at the IJCAI 2024 conference HCAIL group photo at IJCAI’24 in August 2024!

Welcome to the Human-Centered Artificial Intelligence Lab (HCAIL)! We are a research group in the College of Nursing at Seoul National University. We enjoy working on the intersection of multiple domains: Human-centered AI, Digital Health, Social Computing, and Accessibility & Aging. We are pursing research in the combinations of the following directions:

  • Artificial Intelligence
  • Health Informatics
  • Human-Computer Interaction
Our mission is to advance AI research through design and engineering to support individuals with special needs.

Interested in joining HCAIL as a MS or PhD student?

We have an opening position for a fully-funded MS and PhD student starting Spring 2025. Visit [석사과정/박사과정/박사후연구연구원 모집공고]. Send your resume to me so that we can discuss about how to join HCAIL an MS or PhD student. For Spring 2025, we aim to admit up to 2-3 new MS or PhD students.

HCAIL 연구실 자료 참고바랍니다: [슬라이드] [영상]


Interested in a research opportunity for undergraduate students?

Visit [학부연구생 인턴 모집공고] and send your resume to me if you are interested in a unique research intern opportunity. HCAIL is ready for maximizing your research potential during your internship.


news

Aug 2024 Our paper has been accepted to appear at ASSETS’24, St. John’s, Newfoundland and Labrador, Canada (October 2024). :sparkles: :smile:
Aug 2024 Hyunmin and Yunseo served as a student volunteer at IJCAI’24 successfully! :sparkles: :smile:
Aug 2024 Our paper was presented at IJCAI 2024 in Seogwipo, Korea.
Aug 2024 Started a research project on Development of a large-scale multimodal data framework for supporting periodontal disease care through improving nutrition and microbiome environment supported by the National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIT) as a co-investigator. :sparkles: :smile:
Jul 2024 Hyunggu served as an co-organizer, and Hyunmin, Jiyoo, & Yunseo as a student volunteer at the 2024 SIGCHI Korea Local Chapter Summer Event successfully!

selected publications

2024

  1. ASSETS
    Toward Closed-Domain Conversational Item Listing Assistant for Improvement of Experiences of Older Adults in Customer-to-Customer (C2C) Marketplaces
    Subin ParkHyunggu Jung, Bektur Ryskeldiev, and 5 more authors
    In Proceedings of the 26th International ACM SIGACCESS Conference on Computers and Accessibility, Oct 2024
  2. IJCAI
    SaGol: Using MiniGPT-4 to Generate Alt Text for Improving Image Accessibility
    Yunseo Moon, Hyunmin LeeSeungYoung Oh, and 1 more author
    In Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, IJCAI-24, Aug 2024
    Demo Track
  3. JMIR
    A Deep Learning–Based Rotten Food Recognition App for Older Adults: Development and Usability Study
    Minki Chun, Ha-Jin Yu, and Hyunggu Jung
    JMIR Form Res, Jul 2024
  4. DIB
    Creating a bias-free dataset with food delivery app reviews under data poisoning attack
    Hyunmin LeeSeungYoung OhJinHyun Han, and 1 more author
    Data in Brief, Jun 2024

2023

  1. CSCW
    Toward Value Scenario Generation Through Large Language Models
    Hyunggu JungWoosuk Seo, Seokwoo Song, and 1 more author
    In Companion Publication of the 2023 Conference on Computer Supported Cooperative Work and Social Computing, Oct 2023
  2. CSCW
    Visualizing the Carbon Intensity of Machine Learning Inference for Image Analysis on TensorFlow Hub
    Taewon YooHyunmin LeeSeungYoung Oh, and 2 more authors
    In Companion Publication of the 2023 Conference on Computer Supported Cooperative Work and Social Computing, Oct 2023
  3. IUI
    WATAA: Web Alternative Text Authoring Assistant for Improving Web Content Accessibility
    Hyeonhak JeongMinki ChunHyunmin Lee, and 2 more authors
    In Companion Proceedings of the 28th International Conference on Intelligent User Interfaces, Mar 2023
  4. IUI
    PORDE: Explaining Data Poisoning Attacks Through Visual Analytics with Food Delivery App Reviews
    In Companion Proceedings of the 28th International Conference on Intelligent User Interfaces, Mar 2023
  5. IUI
    Toward Keyword Generation Through Large Language Models
    Wanhae LeeMinki ChunHyeonhak Jeong, and 1 more author
    In Companion Proceedings of the 28th International Conference on Intelligent User Interfaces, Mar 2023

2022

  1. CSCW
    Exploring the Community of Model Publishers on TensorFlow Hub
    Taewon YooMinki ChunYunjung Bae, and 2 more authors
    In Companion Publication of the 2022 Conference on Computer Supported Cooperative Work and Social Computing, Nov 2022
  2. ECSCW
    Toward an AI-assisted Assessment Tool to Support Online Art Therapy Practices: A Pilot Study
    Woosuk Seo, Joonyoung Jun, Minki Chun, and 5 more authors
    In Proceedings of 20th European Conference on Computer-Supported Cooperative Work, Nov 2022

2021

  1. CSCW
    Exploring the Experiences of Student Volunteer and Student Volunteer Chair Communities at Academic Conferences
    Subin Park, Heejae Jung, Jae Won Choi, and 4 more authors
    Proceedings of the ACM on Human-Computer Interaction, Oct 2021
  2. CSCW
    Exploring the Experiences of Streamers with Visual Impairments
    Joonyoung Jun, Woosuk Seo, Jihyeon Park, and 2 more authors
    Proceedings of the ACM on Human-Computer Interaction, Oct 2021
  3. IUI
    MonoPass: A Password Manager without Master Password Authentication
    In 26th International Conference on Intelligent User Interfaces-Companion, Apr 2021
  4. IUI
    LectYS: A System for Summarizing Lecture Videos on YouTube
    Taewon Yoo, Hyewon Jeong, Donghwan Lee, and 1 more author
    In 26th International Conference on Intelligent User Interfaces-Companion, Apr 2021
  5. JMIR
    A novel food record app for dietary assessments among older adults with type 2 diabetes: development and usability study
    Hyunggu Jung, George Demiris, Peter Tarczy-Hornoch, and 1 more author
    JMIR Formative Research, Feb 2021

2017

  1. ASSETS
    Exploring the community of blind or visually impaired people on YouTube
    In Proceedings of the 19th International ACM SIGACCESS Conference on Computers and Accessibility, Oct 2017
  2. CSCW
    Personas and scenarios to design technologies for North Korean defectors with depression
    Hyunggu JungWoosuk Seo, and Michelle Cha
    In Companion of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing, Feb 2017

2016

  1. AMIA
    Development of a novel markov chain model for the prediction of head and neck squamous cell carcinoma dissemination
    Hyunggu Jung, Anthony Law, Eli Grunblatt, and 4 more authors
    In AMIA Annual Symposium Proceedings, Nov 2016
  2. AMIA
    Nurse informaticians report low satisfaction and multi-level concerns with electronic health records: results from an international survey
    Maxim Topaz, Charlene Ronquillo, Laura-Maria Peltonen, and 8 more authors
    In AMIA Annual Symposium Proceedings, Nov 2016
  3. CHI
    ’MASTerful’Matchmaking in Service Transactions: Inferred Abilities, Needs and Interests versus Activity Histories
    Hyunggu Jung, Victoria Bellotti, Afsaneh Doryab, and 7 more authors
    In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, May 2016

2015

  1. AMIA
    Biological Model Development as an Opportunity to Provide Content Auditing for the Foundational Model of Anatomy Ontology
    Lucy L Wang, Eli Grunblatt, Hyunggu Jung, and 2 more authors
    In AMIA Annual Symposium Proceedings, Nov 2015
  2. SIGDOC
    Designing tools to support advanced users in new forms of social media interaction
    Hyunggu Jung, Sungsoo Hong, Perry Meas, and 1 more author
    In Proceedings of the 33rd Annual International Conference on the Design of Communication, Jul 2015