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

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

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.

Original language	English
Title of host publication	Proceedings of the 10th International Conference on Computational Creativity
Editors	Kazjon Grace, Michael Cook, Dan Ventura, Mary Lou Maher
Number of pages	8
Publisher	Association for Computational Creativity
Publication date	Jun 2019
Pages	266-273
ISBN (Electronic)	978-989-54160-1-1
Publication status	Published - Jun 2019
MoE publication type	A4 Article in conference proceedings
Event	International Conference on Computational Creativity - THE COLLEGE OF COMPUTING AND INFORMATICS, UNC, Charlotte, United States Duration: 17 Jun 2019 → 21 Jun 2019 Conference number: 10 http://computationalcreativity.net/iccc2019/

Fields of Science

113 Computer and information sciences

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Modelling_the_Socialization_of_Creative_Agents_in_a_Master_Apprentice_Setting__The_Case_of_Movie_TitlesFinal published version, 270 KBLicence: CC BY

2 Oral presentation
1 Organisation and participation in conferences, workshops, courses, seminars

Modelling the Socialization of Creative Agents in a Master-Apprentice Setting: The Case of Movie Title Puns
Mika Hämäläinen (Speaker)
21 Jun 2019
Activity: Talk or presentation types › Oral presentation
Modelling the Socialization of Creative Agents in a Master-Apprentice Setting
Mika Hämäläinen (Speaker) & Khalid Alnajjar (Speaker)
22 Nov 2019
Activity: Talk or presentation types › Oral presentation
The Tenth International Conference on Computational Creativity
Mika Hämäläinen (Attendee)
17 Jun 2019 → 21 Jun 2019
Activity: Participating in or organising an event types › Organisation and participation in conferences, workshops, courses, seminars

Cite this

@inproceedings{d76230f1c2ad4e9f87cd5f3840ae2742,

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",

author = "Mika H{\"a}m{\"a}l{\"a}inen and Khalid Alnajjar",

year = "2019",

month = jun,

language = "English",

pages = "266--273",

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. in K Grace, M Cook, D Ventura & ML Maher (eds), Proceedings of the 10th International Conference on Computational Creativity. Association for Computational Creativity, pp. 266-273, International Conference on Computational Creativity, Charlotte, North Carolina, United States, 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. ed. / Kazjon Grace; Michael Cook; Dan Ventura; Mary Lou Maher. Association for Computational Creativity, 2019. p. 266-273.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

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T1 - Modelling the Socialization of Creative Agents in a Master-Apprentice Setting

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N2 - 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.

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.

KW - 113 Computer and information sciences

M3 - Conference contribution

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EP - 273

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

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A2 - Cook, Michael

A2 - Ventura, Dan

A2 - Maher, Mary Lou

PB - Association for Computational Creativity

Y2 - 17 June 2019 through 21 June 2019

ER -

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

Abstract

Fields of Science

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Activities

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

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

The Tenth International Conference on Computational Creativity

Cite this