Researchers have developed a new process called "striving co-creation" that infers users' long-term life goals from their everyday computer activity. Unlike current systems that only track immediate actions, this method aims to understand the underlying motivations. The system builds a hierarchical representation of activities and includes an editing interface for users to correct the system's understanding, feeding this feedback into future inferences. A week-long study with 14 participants indicated that this co-creation process accurately reflects their goals and provides greater user agency. AI
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IMPACT Introduces a novel approach to user modeling that could lead to more personalized and goal-aligned digital assistants.
RANK_REASON Academic paper detailing a new method for inferring user goals from computer activity.