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Toward Designer Modeling Through Design Style Clustering

We propose modeling designer style in mixed-initiative game content creation tools as archetypical design traces. These design traces are formulated as transitions between design styles; these design styles are in turn found through clustering all intermediate designs along the way to making a complete design. This method is implemented in the Evolutionary Dungeon Designer, a research platform for mixed-initiative systems to create adventure and dungeon crawler games. We present results both in the form of design styles for rooms, which can be analyzed to better understand the kind of rooms designed by users, and in the form of archetypical sequences between these rooms, i.e., designer personas.

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Informasi Detail

Judul Seri

IEEE TRANSACTIONS ON GAMES; Vol.14 No.4 December 2022

No. Panggil

-

Penerbit

: .,

Deskripsi Fisik

p. 676-686

Bahasa

English

ISBN/ISSN

-

Klasifikasi

NONE

Tipe Isi

-

Tipe Media

-

Tipe Pembawa

-

Edisi

-

Subjek

COMPUTER GAMES
UNSUPERVISED LEARNING
PROCEDURAL CONTENT GENERATION
DESIGNER MODELING
MIXED-INITIATIVE COCREATIVITY

Info Detail Spesifik

DOI: 10.1109/TG.2022.3143800

Pernyataan Tanggungjawab

Alberto Alvarez, Jose Font, Julian Togelius

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