A study on the analysis and understanding of art works based on graph neural networks

[1] G.-J., H., M.-C., C., L.-H., H., & H.-C., C. (2023). Promoting art appreciation performances and behaviors in effective and joyful contexts: a two-tier test-based digital gaming approach. Computers & education. Search in Google Scholar

[2] Ekweariri, D. (2021). Appreciation of art as a perception sui generis: introducing richir’s concept of “perceptive” phantasia. Frontiers in Psychology. Search in Google Scholar

[3] Bailey-Ross, C., Beresford, A. M., Smith, D. T., & Warwick, C. (2019). Aesthetic appreciation and spanish art: insights from eye-tracking. Digital Scholarship in the Humanities, 34(Supplement_1), i17-i35. Search in Google Scholar

[4] Ishiguro, C., & Okada, T. (2020). How does art viewing inspires creativity?. The Journal of creative behavior (3). Search in Google Scholar

[5] Matthew, P., Gernot, G., Yasmine, C., Markey, P. S., & Helmut, L. (2017). But is it really art? the classification of images as “art”/”not art” and correlation with appraisal and viewer interpersonal differences. Frontiers in Psychology, 8, 1729-. Search in Google Scholar

[6] Marcos, Nadal, Susanna, Schiavi, Zaira, & Cattaneo. (2017). Hemispheric asymmetry of liking for representational and abstract paintings. Psychonomic Bulletin & Review. Search in Google Scholar

[7] Hitsuwari, J., & Nomura, M. (2023). Ambiguity tolerance can improve through poetry appreciation and creation. The Journal of Creative Behavior, 57(2), 178-185. Search in Google Scholar

[8] Sulejmanov, F. (2018). The relation of humor structure appreciation with sensation seeking and judgments of complex-abstract art and sophisticated music. Psihologija, 51, 10-10. Search in Google Scholar

[9] Lin, F., & Yao, M. (2017). The impact of accompanying text on visual processing and hedonic evaluation of art. Empirical Studies of the Arts, 36(2), 027623741771963. Search in Google Scholar

[10] Katinka, D., & Van, D. N. N. N. (2017). Moderate contrast in the evaluation of paintings is liked more but remembered less than high contrast. Frontiers in Psychology, 8, 1507. Search in Google Scholar

[11] Burgos, R. P. (2017). Space, art and transcendence. Pensamiento, 73(277), 943-960. Search in Google Scholar

[12] Lu, Y., Guo, C., Dai, X., & Wang, F. Y. (2022). Data-efficient image captioning of fine art paintings via virtual-real semantic alignment training. Neurocomputing(Jun.14), 490. Search in Google Scholar

[13] Yan, J., Yu, C., & Wang, W. (2022). Affective word embedding in affective explanation generation for fine art paintings. Pattern recognition letters. Search in Google Scholar

[14] Guo, Y. (2023). Metaverse-enabled fine art appreciation: an aesthetic based on visual expression. International Journal of Computer Applications in Technology. Search in Google Scholar

[15] Zhang, H. (2022). Research on art appreciation system based on web application. Journal of Interconnection Networks, 22(Supp02). Search in Google Scholar

[16] Reiter, A., & Geiger, I. (2018). Natural beauty, fine art and the relation between them. Kant-Studien, 109(1), 72-100. Search in Google Scholar

[17] Ling-Yuan, L. F. (2019). Using thematic analysis to facilitate meaning‐making in practice‐led art and design research. International Journal of Art & Design Education, 38. Search in Google Scholar

[18] Castilla. (2020). Aesthetic interpretation and construction of an illusionist painting in the qing dynasty: a semiotic approach to learning. Journal of Aesthetic Education, 54(3), 89. Search in Google Scholar

[19] Rodríguez-Ortega Nuria, & Cruces Rodríguez Antonio. (2018). Development of technological ecosystems for cultural analysis: the case of expofinder system and art exhibitions. Digital Scholarship in the Humanities(2), 2. Search in Google Scholar