Artifical Intelligence for Human Computing

Alex "Sandy" Pentland directs MIT's Human Dynamics Laboratory and the MIT Media Lab Entrepreneurship Program and co-leads the World Economic Forum Big Data and Personal Data initiatives. He helped create and direct MIT's Media Laboratory, the Media Lab Asia laboratories at the Indian Institutes of Technology, and Strong Hospital's Center for Future Health. His research group and entrepreneurship program have spun off more than thirty companies to date. In 2012 Forbes named Pentland one of the seven most powerful data scientists in the world. His research has been featured in Nature, Science, and Harvard Business Review.

Foundations of Human Computing.- Foundations of Human Computing: Facial Expression and Emotion.- Instinctive Computing.- Sensing Humans for Human Computing.- Human Computing and Machine Understanding of Human Behavior: A Survey.- Audio-Visual Spontaneous Emotion Recognition.- Modeling Naturalistic Affective States Via Facial, Vocal, and Bodily Expressions Recognition.- Emotion and Reinforcement: Affective Facial Expressions Facilitate Robot Learning.- Trajectory-Based Representation of Human Actions.- Modelling the Communication Atmosphere: A Human Centered Multimedia Approach to Evaluate Communicative Situations.- Modeling Influence Between Experts.- Anthropocentric Interaction Models for Human Computing.- Social Intelligence Design and Human Computing.- Feedback Loops in Communication and Human Computing.- Evaluating the Future of HCI: Challenges for the Evaluation of Emerging Applications.- Gaze-X: Adaptive, Affective, Multimodal Interface for Single-User Office Scenarios.- SmartWeb Handheld - Multimodal Interaction with Ontological Knowledge Bases and Semantic Web Services.- A Learning-Based High-Level Human Computer Interface for Face Modeling and Animation.- Challenges for Virtual Humans in Human Computing.- Affect Detection and an Automated Improvisational AI Actor in E-Drama.