染整技术2026，Vol.48Issue(4)：6-13,8.
基于文本挖掘的扎染研究进展与热点分析
Research progress and hotspot analysis of tie-dye based on text mining
摘要
Abstract
To systematically analyze the evolutionary trajectory and underlying patterns of tie-dye research,this study utilizes literature from the CNKI database(2000 to 2024)as its research subject.A comprehensive text mining analy-sis was conducted,integrating the LDA model and thematic heat metrics.The findings indicate that tie-dye research is cur-rently in a phase of rapid development.Driven by strategic policies,consumer demands,and technological advancements,the field has evolved primarily around six thematic dimensions:intangible cultural heritage protection and living inheri-tance,apparels and products innovation design,regional resources and industrial development,pattern art and design,tech-nical processes and material innovation,and classroom aesthetic education and community practice.This evolution demon-strates a trend towards multidisciplinary integration and technological application innovation.Research hotspots have under-gone stage-based transitions from"ontological cognition"to"applied practice"and then to"integrated innovation".Cur-rent research focuses on three cutting-edge hotspots:cultural tourism product innovation,digital preservation and dissemi-nation,and regional collaborative development.Future research will concentrate on cultural narrative construction,techno-logical convergence,and global collaborative networks,aiming to build a symbiotic ecosystem for the inheritance of tie-dye culture and its contemporary innovation.关键词
扎染/文本挖掘/LDA模型/主题识别/主题演化/热点主题/主题热度Key words
tie-dye/text mining/LDA model/topic identification/topic evolution/hot topics/topic hotness分类
轻工纺织引用本文复制引用
方蕾蕾,吴巧英,郭紫晴,卫艺林..基于文本挖掘的扎染研究进展与热点分析[J].染整技术,2026,48(4):6-13,8.基金项目
浙江省教育厅一般科研项目"基于风格特征的扎染图案数智创新设计与应用研究"(Y202454692) （Y202454692）
浙江省哲学社会科学规划项目"基于数字化技术的服饰文化遗产三维虚拟修复与活态传承研究——以浙南夹缬为例"(25NDJC148YBMS) （25NDJC148YBMS）
浙江省社科联研究课题"数字人文视阈下非遗手工艺的知识图谱构建及应用研究"(2025N132) （2025N132）
浙江省大学生创新创业训练计划项目"基于AIGC赋能的扎染服饰创新设计与文化传承"(S202511057009) （S202511057009）
