Interpreting and semantically describing Chinese traditional brocade: Xilankapu

计算机科学 搜索引擎索引 情报检索 模式(遗传算法) 独创性 背景(考古学) 文化遗产 自然语言处理 人工智能 创造力 政治学 生物 历史 古生物学 考古 法学
作者
Xiufeng Cheng,Jinqing Yang,Ling Jiang,Anlei Hu
出处
期刊:The Electronic Library [Emerald Publishing Limited]
卷期号:37 (3): 474-489 被引量:5
标识
DOI:10.1108/el-09-2018-0193
摘要

Purpose The purpose of this paper is to introduce an interpreting schema and semantic description framework for a collection of images of Xilankapu, a traditional Chinese form of embroidered fabric and brocade artwork. Design/methodology/approach First, the authors interpret the artwork of Xilankapu through Gillian Rose’s “four site” theory by presenting how the brocades were made, how the patterns of Xilankapu are classified and the geometrical abstraction of visual images. To further describe the images of this type of brocade, this paper presents semantic descriptions that include objective–non-objective relations and a multi-layered semantic framework. Furthermore, the authors developed corresponding methods for scanning, storage and indexing images for retrieval. Findings As exploratory research on describing, preserving and indexing images of Xilankapu in the context of the preservation of cultural heritage, the authors collected 1,000+ images of traditional Xilankapu, classifying and storing some of the images in a database. They developed an index schema that combines concept- and content-based approaches according to the proposed semantic description framework. They found that the framework can describe, store and preserve semantic and non-semantic information of the same image. They relate the findings of this paper to future research directions for the digital preservation of traditional cultural heritages. Research limitations/implications The framework has been designed especially for brocade, and it needs to be extended to other types of cultural image. Originality/value The semantic description framework can describe connotative semantic information on Xilankapu. It can also assist the later information retrieval work in organizing implicit information about culturally related visual materials.
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