情报科学 ›› 2022, Vol. 40 ›› Issue (7): 154-160.

• 业务研究 • 上一篇    下一篇

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 

  

  • 出版日期:2022-07-01 发布日期:2022-08-05

  • Online:2022-07-01 Published:2022-08-05

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。

Abstract: Purpose/significanceThis 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/processUsing 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/conclu⁃sionThe 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 cul⁃
ture information of ethnic minorities
. Innovation/limitationThe 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 cul⁃ture of ethnic minorities.