• Re-interpreting the Poems and Paintings of the Lotus Sutra by a Correspondence Analysis and the Visualization of a Dimension Reduction: The Philosophy of Aristocratic Life during the Japanese Medieval Age

    Author(s):
    Aiko Aida Hashimura (see profile)
    Date:
    2020
    Group(s):
    DH2020
    Subject(s):
    Art history, Buddhist studies, Iconography, Stylometry
    Item Type:
    Presentation
    Tag(s):
    Japanese Art History, text mining
    Permanent URL:
    http://dx.doi.org/10.17613/bdzx-5f67
    Abstract:
    This presentation intends to explore the correlation between Waka literature and the paintings of the whole Lotus Sutra in Japan from the eleventh to fourteenth centuries, as derived from a correspondence analysis between the two, using extracted vocabularies of annotation and visualization by applying a dimension reduction. In addition, I mainly analyze the twenty-one imperially commissioned poetry anthologies for the literature of the Lotus Sutra, and for paintings, I focus on the frontispieces of the Lotus Sutras written in gold and silver inks on indigo-dyed papers. In particular, I attempt to reinterpret the visualization of dimension reduction by using a new method such as t-SNE (t-distributed Stochastic Neighbor Embedding)in addition to conventional PCA (principal component analysis) to emphasize the differences instead of similarities. This may further reveal the literary peculiarities of the rhetoric, the nature of the “narrative”, or the visual arts-specific rhetoric such as “decoration” and newer contexts.
    Metadata:
    Status:
    Published
    Last Updated:
    3 months ago
    License:
    Attribution-NonCommercial-NoDerivatives
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