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      Studying Three Abstract Artists Based on a Multiplex Network Knowledge Representation

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      Complexity

      Hindawi Limited

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          Abstract

          Discovering the influences between paintings and artists is very important for automatic art analysis. Lately, this problem has gained more importance since research studies are looking into explanations about the origin and evolution of artistic styles, which is a related problem. This paper proposes to build a multiplex artwork representation based on artistic formal concepts to gain more understanding about the aforementioned problem. We complement and built our approach on the previous notion of Creativity Implication Network. We used the recently proposed MultiRank algorithm to suggest possible explanations of the dynamic of some artistic styles. Our results corroborate some well-known facts about the artists analyzed and give qualitative and quantitative information that show the possibilities and strengths of the proposed framework. We plan to expand our analysis to include more abstract artworks. Ideally, we are going to be able to validate more our results and test how our methodology could be used to generate visual artifacts too.

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          Multiplex Networks

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            Mark Rothko: A Biography

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                Author and article information

                Contributors
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                Journal
                Complexity
                Complexity
                Hindawi Limited
                1099-0526
                1076-2787
                April 6 2021
                April 6 2021
                : 2021
                : 1-24
                Affiliations
                [1 ]Departamento de Ingeniería Industrial, Universidad de Los Andes, Bogotá, Colombia
                [2 ]Departamento de Física, Facultad de Ciencias, Universidad de Chile, Santiago, Chile
                Article
                10.1155/2021/8506571
                © 2021

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