Speaker/Affiliation: Jeffrey Bigham / CMU
Host: Matt Lease
TITLE: Deeply Integrating Human and Machine Intelligence To Power Deployable Systems
Over the past few years, I have been developing and deploying interactive crowd-powered systems that solve characteristic ?hard? problems to help people get things done in their everyday lives. For instance, VizWiz answers visual questions for blind people in seconds, Legion drives robots in response to natural language commands, Chorus holds helpful general conversations with human partners, and Scribe converts streaming speech to text in less than five seconds.
My research envisions a future in which the intelligent systems that we have dreamed about for decades, which have inspired generations of computer scientists from its beginning, are brought about for the benefit of people. My work illustrates a path for achieving this vision by leveraging the on-demand labor of people to fill in for components that we cannot currently automate, by building frameworks that allow groups to do together what even expert individuals cannot do alone, and by gradually allowing machines to take over in a data-driven way. A crowd-powered world may seem counter to the goals of computer science, but I believe that it is precisely by creating and deploying the systems of our dreams that will learn how to advance computer science to create the machines that will someday realize them.
Jeffrey P. Bigham is an Associate Professor in the Human-Computer Interaction and Language Technologies Institutes in the School of Computer Science at Carnegie Mellon University. He uses clever combinations of crowds and computation to build truly intelligent systems, often with a focus on systems supporting people with disabilities. Dr. Bigham received his B.S.E degree in Computer Science from Princeton University in 2003, and received his Ph.D. in Computer Science and Engineering from the University of Washington in 2009. From 2009 to 2013, he was an Assistant Professor at the University of Rochester, where he founded the ROC HCI human-computer interaction research group. He has been a Visiting Researcher at MIT CSAIL, Microsoft Research, and Google[x]. He has received a number of awards for his work, including the MIT Technology Review Top 35 Innovators Under 35 Award, the Alfred P. Sloan Fellowship, and the National Science Foundation CAREER Award.
Homepage: <a href="http://www.cs.cmu.edu/~jbigham/">http://www.cs.cmu.edu/~jbigham/</a>
6:00am to 7:30am