Publications

MindMiner: A Mixed-Initiative Interface for Interactive Distance Metric Learning

Xiangmin Fan, Youming Liu, Nan Cao, Jason Hong, and Jingtao Wang

Interact

Full Paper

Clustering, Mixed-Initiative Interface, machine learning, visualization

Toss ‘N’ Turn: Smartphone as Sleep and Sleep Quality Detector

Jun-Ki Min, Afsaneh Doryab, Jason Wiese, Shahriyar Amini, John Zimmerman, and Jason I. Hong

ACM Conference on Human Factors in Computing Systems (CHI)

Full Paper

health, machine learning, mobile health, personal data, sensor, sleep, smartphone

Understanding and Capturing People's Mobile App Privacy Preferences

Jialiu Lin

PhD Thesis

Ph.D. Thesis

android, apps, machine learning, privacy, smartphone, smartphone privacy, usable privacy and security

Data Mining Meets HCI: Making Sense of Large Graphs

Duen Horng (Polo) Chau

PhD Thesis

Ph.D. Thesis

data mining, machine learning, visualization

The Livehoods Project: Utilizing Social Media to Understand the Dynamics of a City

Justin Cranshaw, Raz Schwartz, Jason Hong, and Norman Sadeh

International AAAI Conference on Weblogs and Social Media (ICWSM)

Full Paper

geotag, livehoods, location, machine learning, social media, urban analytics, visualization

Toward Supporting Stories with Procedurally Generated Game Worlds

Ken Hartsook, Alexander Zook, Sauvik Das, and Mark O. Riedl

IEEE Conference on Computational Intelligence and Games

Full Paper

games, genetic algorithms, interactive games, machine learning, personalization

Making Sense of Large Network Data: Combining Rich User Interaction and Machine Learning

Duen Horng (Polo) Chau, Aniket Kittur, Jason Hong, and Christos Faloutsos

ACM Conference on Human Factors in Computing Systems (CHI)

Full Paper

data mining, machine learning, visualization