A video journal service which captures short video segments of the user throughout the day for extended periods (day, weeks, or months). The collections of the short video segments are used to build a user profile that can be used by a services that rely on personality or behavioral traits for decision-making, such as date matching, hiring placement, or tele-behavioral services.