Modelling the Socialization of Creative Agents in a Master-Apprentice Setting: The Case of Movie Title Puns

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Sammanfattning

This paper presents work on modelling the social psychological aspect of socialization in the case of a computationally creative master-apprentice system. In each master-apprentice pair, the master, a genetic algorithm, is seen as a parent for its apprentice, which is an NMT based sequence-to-sequence model. The effect of different parenting styles on the creative output of each pair is in the focus of this study. This approach brings a novel view point to computational social creativity, which has mainly focused in the past on computationally creative agents being on a socially equal level, whereas our approach studies the phenomenon in the context of a social hierarchy.
Originalspråkengelska
Titel på gästpublikationProceedings of the 10th International Conference on Computational Creativity
RedaktörerKazjon Grace, Michael Cook, Dan Ventura, Mary Lou Maher
Antal sidor8
FörlagAssociation for Computational Creativity
Utgivningsdatumjun 2019
Sidor266-273
ISBN (elektroniskt)978-989-54160-1-1
StatusPublicerad - jun 2019
MoE-publikationstypA4 Artikel i en konferenspublikation
EvenemangInternational Conference on Computational Creativity - THE COLLEGE OF COMPUTING AND INFORMATICS, UNC, Charlotte, Förenta Staterna (USA)
Varaktighet: 17 jun 201921 jun 2019
Konferensnummer: 10
http://computationalcreativity.net/iccc2019/

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