Towards Creative Software Blending: Computational Infrastructure and Use Cases

Numerous visual programming platforms support the generation, execution and reuse of constructed scientific workflows. However, there has been little effort devoted to building creative software blending systems, capable of composing novel workflows by autonomously combining individual software comp...

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Vydáno v:Informatica (Ljubljana) Ročník 42; číslo 1; s. 77 - 84
Hlavní autoři: Martinc, Matej, Žnidaršič, Martin, Lavrač, Nada, Pollak, Senja
Médium: Journal Article
Jazyk:angličtina
Vydáno: Ljubljana Slovenian Society Informatika / Slovensko drustvo Informatika 01.03.2018
Témata:
Artificial intelligence
Automation
Autonomy
Blending
Computation
Creativity
Data mining
Infrastructure
Interdisciplinary aspects
International conferences
Knowledge discovery
Planning
Software
Workflow
ISSN:0350-5596, 1854-3871
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Shrnutí:Numerous visual programming platforms support the generation, execution and reuse of constructed scientific workflows. However, there has been little effort devoted to building creative software blending systems, capable of composing novel workflows by autonomously combining individual software components or even entire workflows originally designed for solving tasks in different research fields. Based on the review of relevant computational creativity research and of contemporary web platforms for workflow construction, this paper defines the desired functionality of a software blending system. Considering the required autonomy of the system and the workflow complexity limitations, we investigate the necessary conditions for the implementation of a creative blending system within the existing visual programming platforms.
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ISSN:0350-5596
1854-3871