We represent events as composed of participants. In "Joan was eating lasagna in the lecture hall," for example, this eating event is "partitioned" into participants, including at least Joan, the lasagna, and the lecture hall. In this dissertation, I address two questions about events and the participants that populate them:…

This dissertation explores how participants express and interpret verbal cues of interaction involvement in dyadic conversations via text-based Instant Messaging (IM). Moreover, it seeks to discover differences in the way American participants and Chinese participants use verbal cues when they are highly, or lowly involved. Based on previous…

The fields of pattern recognition and machine learning are on a fundamental quest to design systems that can learn the way humans do. One important aspect of human intelligence that has so far not been given sufficient attention is the capability of humans to express when they are certain about a decision, or when they are not. Machine learning…