Why and how CARPE should be personal?
Leslie G. Seymour · 2005
In this paper, the significance of modeling human personalities is analyzed for improving the value proposition of solutions for Capturing, Archiving and Retrieval of Personal Experiences (CARPE). Differences in human personalities have a significant and often an overriding impact on how raw events are linked and organized into threads of experiences. Recommendations and predictions are presented on how existing technologies and current research can be integrated for this purpose. The focus here is on the importance of using techniques for improving the quality of the experience thread formation from the raw stream of observation content and on harvesting personality information from analyzing the captured content. Personality models are used when clustering raw event content into such threads. The resulting threads will represent the subject's experience in view of the subjects' personality. The formations of the CARPE threads also contribute to the development of the personality. As a result, the real-life experience view of the subsequently built threads is further enhanced. Also discussed are ways of integrating various methods of building and integrating such models using personality profiling.