Our research in artificial intelligence and big data explores how we can understand intelligence by constructing computational models of intelligent behavior and how we can apply the insights gleaned from the vast amount of information available in our world. Specifically, we study and develop algorithmic theories to model aspects of behavior through machine learning, predictive modeling, data mining, and causal discovery. We explore its applications in health and bioinformatics, social and organizational informatics, learning analytics, text analytics, image analytics, and computational discovery, among others.
Data Sciences and Artificial Intelligence
October 13, 2021
Researchers say a search engine, which uses an artificial intelligence called natural language processing, could be an important tool for researchers trying to find ways to design a safer internet.
October 4, 2021
Vasant Honavar, professor in the College of Information Sciences and Technology, has been named the Dorothy Foehr Huck and J. Lloyd Huck Chair in Biomedical Data Sciences and Artificial Intelligence by the University’s Huck Institutes of the Life Sciences.
October 4, 2021
Before developing his famed “drip technique,” abstract artist Jackson Pollock dabbled in drawing, print making and surrealist paintings of humans, animals and nature.
September 30, 2021
Individuals who suspect they have sleep apnea — and the doctors who diagnose them — could soon have more effective way to automatically detect the condition at home, thanks to a new method developed by researchers at the Penn State College of Information Sciences and Technology.