The document discusses building systems to capture, measure, and use emotions and personality. It first examines the role emotions play in personalized user modeling systems and whether emotions can be accurately measured. It explores early efforts to measure emotions using surveys and sensors, noting challenges around subjective user interpretations. Finally, it considers ways computed representations of emotion and personality could be used, such as augmenting music recommendations, but finds limited improvements over traditional recommendation techniques.