2020/05/15 by Devi Parikh, C. Lawrence Zitnick, Parikh, Devi +1
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #cs.AI #cs.HC
paper · pdf · doi:10.48550/arxiv.2005.07328
arxiv created 2020/05/22 · arxiv updated 2020/05/25
As a first step towards studying the ability of human crowds and machines to effectively co-create, we explore several human-only collaborative co-creation scenarios. The goal in each scenario is to create a digital sketch using a simple web interface. We find that settings in which multiple humans iteratively add strokes and vote on the best additions result in the sketches with highest perceived creativity (value + novelty). Lack of collaboration leads to a higher variance in quality and lower novelty or surprise. Collaboration without voting leads to high novelty but low quality.