Teachable interface for personalizing an object recognizer
Future of work comm., Ability team, MSR Mentors: Daniela Massiceti, Edward Cutrell, Cecily Morrison, & Saqib Shaikh
I am an assistant professor in Computer Science at Stevens Institute of Technology. My research interest is about addressing the real-world problems using human-computer interaction and machine learning techniques. I build machine learning applications and investigate interactions between a user and the application using quantitative and qualitative analysis. In my recent projects, I explored the challenges of identifying errors from speech recognizer and conducted user studies to facilitate machine teaching with a teachable object recognizer for non-experts.
I am looking for PhD students who are interested in Human-Computer Interaction, Machine Learning, or Accessibility. Please send an email to me.
Projects
The overarching theme of my research is designing and evaluating accessible interactions with emerging technologies such as wearables and AI-infused applications.
Future of work comm., Ability team, MSR Mentors: Daniela Massiceti, Edward Cutrell, Cecily Morrison, & Saqib Shaikh
Identifying speech recognition errors with audio-only interactions
Detecting of Misalignments Between Promotion Links and Landing Pages
Interacting with wearable devices
Recent publications
Blind Users Accessing Their Training Images in Teachable Object Recognizers
Jonggi Hong, Jaina Gandhi, Ernest Essuah Mensah, Farnaz Zeraati, Ebrima Jarjue, Kyungjun Lee, Hernisa Kacorri. ASSETS 2022.
From the Lab to People’s Home: Lessons from Accessing Blind Participants’ Interactions via Smart Glasses in Remote Studies
Kyungjun Lee, Jonggi Hong (co-first author), Ebrima Jarjue, Ernest Essuah Mensah, Hernisa Kacorri. W4A 2022.
How Content Authored by People with Dementia Affects Attitudes towards Dementia
Amanda Lazar, Robin N. Brewer, Hernisa Kacorri, Jonggi Hong, Mary Nicole Dugay Punzalan, Maisarah Mahathir, Olivia K. Richards, Warren Ross III. CSCW 2021.
Reviewing Speech Input with Audio: Differences between Blind and Sighted Users
Jonggi Hong, Christine Vaing, Hernisa Kacorri, Leah Findlater. TACCESS 2020.
Crowdsourcing the Perception of Machine Teaching
Jonggi Hong, Kyungjun Lee, June Xu, Hernisa Kacorri. CHI 2020.
Revisiting Blind Photography in the Context of Teachable Object Recognizers
Kyungjun Lee, Jonggi Hong, Ebrima Jarjue, Simone Pimento, Hernisa Kacorri. ASSETS 2019
Identifying Speech Input Errors Through Audio-Only Interaction
Jonggi Hong, Leah Findlater. CHI 2018.
(Updated on March 8, 2023)