LAB LOGA page on LabLog, a review site (not the lab's official page)
Fusion Intelligence Design Lab
Machine-translated · View original
The lab studies human-in-the-loop machine learning as well as graph and time-series data analysis.
AboutAbout the lab
Research on human-involved machine learning and data analysis
Assistant Professor Hiroyoshi Ito of the Fusion Intelligence Design Lab works on human-in-the-loop machine learning, graph data mining, and time-series data analysis.
Ito is one of the translators of Human-in-the-Loop Machine Learning: Active Learning and Annotation for Human-Centered AI.
Ito's publications include papers on crowdsourcing and future prediction for social networks.
Key terms
- Human-in-the-loop machine learning
- An approach in which humans take part in the machine learning process. It includes active learning and annotation.
- Graph data mining
- Research on extracting useful knowledge from data that represent connections between entities
- Crowdsourcing
- A mechanism for asking many people over the internet to do parts of a task
NewsLab news
A presentation co-authored by the Assistant Professor won the Student Presentation Award at DEIM2026
A presentation co-authored by the Assistant Professor won the Student Presentation Award at DEIM2025
A presentation co-authored by the Assistant Professor won the Best Work-in-Progress Paper award at HCOMP2024
A paper co-authored by the Assistant Professor won the Excellent Paper Award at DEIM2024
ResearchResearch themes
The research areas of Assistant Professor Hiroyoshi Ito are human-in-the-loop machine learning, graph data mining, and time-series data analysis. Ito's publications include papers on crowdsourcing, entity matching, and future prediction for social networks.
View More ↗MembersFaculty
- Assistant ProfessorHiroyoshi Ito
VoicesStudent voices
Ratings and reviews reflect the experiences of individual current or former students, not the lab's official views. Whether a lab has reviews, or how many, says nothing about the lab itself.
Students who take part in an interview may receive a thank-you gift worth ¥1,000, regardless of what they say.
Student ratings (0 students)
--
--
--
--
--
--
Student voices answer questions like these
- What's great about this lab?
- What did you learn after joining?
- What's the vibe, and what is the professor like?
- Who is this lab for?
- Where do graduates go?
Your experience can help younger students choose their lab. Your name won't be shown.
Write a lab reviewAnonymous · Your draft is saved if you stopRelatedLabs similar to Fusion Intelligence Design Lab
Behavior Modeling Lab (Shuhei Yamamoto)School of Informatics, College of Knowledge and Library SciencesBehavior modeling, multimodal data analysis, and machine lea…
Information Retrieval Lab (Pham Huu Long)School of Informatics, College of Knowledge and Library SciencesInformation retrieval, machine learning, information managem…
Information Retrieval Lab (Masao Takaku)School of Informatics, College of Knowledge and Library SciencesInformation retrieval, information behavior, digital librari…
Communication Understanding LabSchool of Informatics, College of Knowledge and Library SciencesInformation access, natural language processing, and communi…The information on this page is compiled by the LabLog team from the lab's public information and interviews. For corrections or removal requests, please contact LabLog, not the lab.
Report an errorAbout the images
The top and research theme images are illustrative and were not taken at the lab. They are cropped from Wikimedia Commons images. Cropped CC BY-SA images are provided under the same CC BY-SA license as the original (version shown on each line).
- Top image: “Estimating Greenhouse Gas Concentration from Space using Machine Learning at Laboratoire LMD” Ecole polytechnique / Jérémy Barande / CC BY-SA 2.0 (cropped)
- Related lab (Behavior Modeling Lab (Shuhei Yamamoto)): “Diverse people using phones” Rawpixel Ltd / CC BY 2.0 (cropped)
- Related lab (Information Retrieval Lab (Pham Huu Long)): “Strand Bookstore shelves” Acebarry / CC0 (cropped)
- Related lab (Information Retrieval Lab (Masao Takaku)): “St. Elizabeth's Hospital, Wash. D.C In 1918 - Corner of reading room - American Library Association - NARA - 20801166 (cropped)” 作者不詳 / Public domain (cropped)
- Related lab (Communication Understanding Lab): “Sign language interpreter, 2012 (01)” Heinrich-Böll-Stiftung (boellstiftung) / CC BY-SA 2.0 (cropped)
About LabLog
LabLog is a lab review app for students only. Student members at each university interview students in labs and publish what they say. Student voices can only be read by students who sign up with a university email address. Operated by bestiee Inc.
Learn more about LabLog ↗Search engines and AI may reference the basic lab info and rating summaries on this page and the description of LabLog. Student voices are for student members only. Automated collection by programs (scraping, or input to or training of AI) is prohibited under Article 8 of the Terms of Service. If you need data for research or analysis, please contact us.