图书情报工作

图书情报工作 >

2016 , Vol. 60 >Issue 2: 14 - 21

DOI: https://doi.org/10.13266/j.issn.0252-3116.2016.02.002

专题:社会化标签在非遗数字资源描述与组织中的应用

博物馆中面向图像需求表达的标签分类研究

  • 邓三鸿 ,
  • 刘齐进 ,
  • 夏立新
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  • 1. 南京大学信息管理学院 南京 210023;
    2. 华中师范大学信息管理学院 武汉 430079
邓三鸿(ORCID:0000-0002-6910-3935),教授,硕士生导师;刘齐进(ORCID:0000-0003-1331-2065),硕士研究生。

收稿日期: 2015-12-07

  修回日期: 2016-01-09

  网络出版日期: 2016-01-20

基金资助

本文系国家社会科学基金重点项目"基于语义的馆藏资源深度聚合与可视化展示研究"(项目编号:11AZD090)和国家社会科学基金青年项目"面向语义出版的数字图书馆资源多维度聚合研究"(项目编号:15CTQ007)研究成果之一。

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Research on Categorization of Social Tags Applied to Images for Museum Oriented to User Image Descriptions

  • Deng Sanhong ,
  • Liu Qijin ,
  • Xia Lixin
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  • 1. School of Information Management, Nanjing University, Nanjing 210023;
    2. School of Information Management, Central China Normal University, Wuhan 430079

Received date: 2015-12-07

  Revised date: 2016-01-09

  Online published: 2016-01-20

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摘要

[目的/意义]为缩小博物馆图像检索中的语义鸿沟现象,探究社会标签及其分类机制在博物馆资源组织中的应用价值,以期进一步推进文化遗产在博物馆中的虚拟展示并提高其资源访问率。[方法/过程]将现有的图像需求表达分类框架进行扩展,构建社会标签分类模型,搭建社会标签分类平台,研究标签分布与用户语言表达规律。[结果/结论]研究表明:用户更偏好描述图像的主题内容而非其外部特征,更习惯使用通用类型的语词来表达图像主题内容,更倾向于描述人或物的相关内容。

关键词： 数字博物馆; 社会标签; 图像检索; 图像需求

本文引用格式

邓三鸿 , 刘齐进 , 夏立新 . 博物馆中面向图像需求表达的标签分类研究[J]. 图书情报工作, 2016 , 60(2) : 14 -21 . DOI: 10.13266/j.issn.0252-3116.2016.02.002

Abstract

[Purpose/significance] This paper aims to narrow the semantic gap in the museum images retrieval system and explore the value of applying the social tags categorization mechanism to museum, to promote the virtual display of cultural heritage in the museum and enhance the access rate.[Method/process] The categorization framework of images retrieval expression is expanded, the categorization model of social tags is created, the classification system of social tags is developed, and the data is analyzed.[Result/conclusion] The results shows that users prefer to describe the subject of images rather than features, use general words rather abstract words, and describe who and what.

Key words： digital museum; social tag; image retrieval; visual information needs

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