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

Mika Hämäläinen; Khalid Alnajjar

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

Forskningsoutput: Kapitel i bok/rapport/konferenshandling › Konferensbidrag › Vetenskaplig › Peer review

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.

Originalspråk	engelska
Titel på gästpublikation	Proceedings of the 10th International Conference on Computational Creativity
Redaktörer	Kazjon Grace, Michael Cook, Dan Ventura, Mary Lou Maher
Antal sidor	8
Förlag	Association for Computational Creativity
Utgivningsdatum	jun 2019
Sidor	266-273
ISBN (elektroniskt)	978-989-54160-1-1
Status	Publicerad - jun 2019
MoE-publikationstyp	A4 Artikel i en konferenspublikation
Evenemang	International Conference on Computational Creativity - THE COLLEGE OF COMPUTING AND INFORMATICS, UNC, Charlotte, Förenta Staterna (USA) Varaktighet: 17 jun 2019 → 21 jun 2019 Konferensnummer: 10 http://computationalcreativity.net/iccc2019/

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113 Data- och informationsvetenskap

Åtkomst av dokument

Modelling_the_Socialization_of_Creative_Agents_in_a_Master_Apprentice_Setting__The_Case_of_Movie_TitlesSlutlig publicerad version, 270 KBLicens: CC BY

2 !!Oral presentation
1 Arrangemang av och deltagande i konferens/workshop/kurs/seminarium

The Tenth International Conference on Computational Creativity
Mika Hämäläinen (Närvarande)
17 jun 2019 → 21 jun 2019
Aktivitet: Typer för deltagande i eller organisering av evenemang › Arrangemang av och deltagande i konferens/workshop/kurs/seminarium
Modelling the Socialization of Creative Agents in a Master-Apprentice Setting
Mika Hämäläinen (!!Speaker) & Khalid Alnajjar (!!Speaker)
22 nov 2019
Aktivitet: Typer för tal eller presentation › !!Oral presentation
Modelling the Socialization of Creative Agents in a Master-Apprentice Setting: The Case of Movie Title Puns
Mika Hämäläinen (!!Speaker)
21 jun 2019
Aktivitet: Typer för tal eller presentation › !!Oral presentation

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

abstract = "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.",

keywords = "113 Computer and information sciences",

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year = "2019",

month = jun,

language = "English",

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editor = "Kazjon Grace and Michael Cook and Dan Ventura and Maher, {Mary Lou}",

booktitle = "Proceedings of the 10th International Conference on Computational Creativity",

publisher = "Association for Computational Creativity",

address = "Portugal",

note = "International Conference on Computational Creativity ; Conference date: 17-06-2019 Through 21-06-2019",

url = "http://computationalcreativity.net/iccc2019/",

}

Hämäläinen, M & Alnajjar, K 2019, Modelling the Socialization of Creative Agents in a Master-Apprentice Setting: The Case of Movie Title Puns. i K Grace, M Cook, D Ventura & ML Maher (red), Proceedings of the 10th International Conference on Computational Creativity. Association for Computational Creativity, s. 266-273, International Conference on Computational Creativity, Charlotte, Förenta Staterna (USA), 17/06/2019.

Modelling the Socialization of Creative Agents in a Master-Apprentice Setting : The Case of Movie Title Puns. / Hämäläinen, Mika ; Alnajjar, Khalid.

Proceedings of the 10th International Conference on Computational Creativity. red. / Kazjon Grace; Michael Cook; Dan Ventura; Mary Lou Maher. Association for Computational Creativity, 2019. s. 266-273.

Forskningsoutput: Kapitel i bok/rapport/konferenshandling › Konferensbidrag › Vetenskaplig › Peer review

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AB - 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.

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BT - Proceedings of the 10th International Conference on Computational Creativity

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

Sammanfattning

Vetenskapsgrenar

Åtkomst av dokument

The Tenth International Conference on Computational Creativity

Modelling the Socialization of Creative Agents in a Master-Apprentice Setting

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

Citera det här