大数据时代少数民族传统文化信息处理模型构建与对策研究被引量：3

Construction and Countermeasures of Information Processing Model for Traditional Culture of Ethnic Minorities in the Era of Big Data

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摘要【目的/意义】解决少数民族传统文化研究中信息解读的“语义鸿沟”、耗时低效、非标准化等问题,对实现少数民族传统文化研究中生活场景类信息高效、快速、便捷处理具有一定的理论价值和实践意义。【方法/过程】运用文字数据化、图像描述和数据挖掘等技术手段,通过数据采集与筛选、数据处理与挖掘、数据输出与反馈等技术流程完成少数民族传统文化信息的传播、保护、共享和再创作。【结果/结论】图像描述技术和文字数据化相结合组成的信息处理工作模型实现了信息处理的高效、快速、便捷,可利用数据分析结果对少数民族传统文化信息进行有效的储存、检索、共享。【创新/局限】提出的图像描述技术和文字数据化相结合组成的信息处理工作模型实现了少数民族传统文化信息处理的高效、快速、便捷。【Purpose/significance】This paper aims to solve the problems of"semantic gap",time-consuming,inefficient and nonstandardization of information interpretation in the research on traditional culture of ethnic minorities,and has certain theoretical value and practical significance for realizing the efficient,fast and convenient processing of life scene information in the research of ethnic minority traditional culture.【Method/process】Using technical means such as text digitization,image caption system and data mining,the dissemination,protection,sharing and re-creation for traditional culture information of ethnic minorities are completed through technical processes such as data acquisition and screening,data processing and mining,data output and feedback.【Result/conclusion】The information processing model composed of image caption generation and text digitization realizes the efficiency,speed and convenience of information processing.The data analysis results can be used to effectively store,retrieve and share the traditional culture information of ethnic minorities.【Innovation/limitation】The proposed information processing model,which is composed of image description technology and text digitization,has realized the efficient,fast and convenient information processing of the traditional culture of ethnic minorities.

作者王玉英张志杰李念峰 WANG Yu-ying;ZHANG Zhi-jie;LI Nian-feng(School of Cyber Security,Changchun University,Changchun 130022,China;School of Computer Science and Technology,Changchun University,Changchun 130022,China)

机构地区长春大学网络安全学院长春大学计算机科学技术学院

出处《情报科学》 CSSCI 北大核心 2022年第7期154-160,168,共8页 Information Science

基金吉林省高等教育教学改革研究课题“面向一流专业的数智网络现代产业学院探索与实践”(SJZD21-02) 吉林省教育科学“十三五”规划2020年度一般课题(“破五唯”视域下高校学术生态建设评价体系研究GH20012)。

关键词少数民族传统文化信息处理模型图像描述文字数据化数据挖掘 traditional culture of ethnic minorities information processing model image caption text digitization data mining

分类号 G202 [文化科学—传播学]