专题:社会化标签在非遗数字资源描述与组织中的应用

基于关联标签的非遗图片资源主题发现研究

  • 夏立新 ,
  • 白阳 ,
  • 孙晶琼
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  • 华中师范大学信息管理学院 武汉 430079
夏立新(ORCID:0000-0002-4162-2282),教授,博士生导师;孙晶琼(ORCID:0000-0002-7074-9602),硕士研究生。

收稿日期: 2015-12-07

  修回日期: 2016-01-05

  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)和华中师范大学优秀博士学位论文培育计划项目"基于社会化标签网络的非遗数字资源主题发现研究"(项目编号:2015YBYB002)研究成果之一。

Topic Extraction of Intangible Cultural Heritage Image Resources Based on Associated Labels

  • Xia Lixin ,
  • Bai Yang ,
  • Sun Jingqiong
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  • School of Information Management, Central China Normal University, Wuhan 430079

Received date: 2015-12-07

  Revised date: 2016-01-05

  Online published: 2016-01-20

摘要

[目的/意义]非遗图片资源社会化标签是大众对图片内容的意识反映,蕴含丰富的知识价值。研究标签之间的关联关系有助于构建针对标签的非遗图片资源主题导航,并对非遗图片资源的组织和展示提供参考。[方法/过程]从标签关联视角探讨非遗图片资源网站社会化标签之间的关联关系,构建关联标签网络和共标签网络,对其进行社会网络分析和对比,并采用可视化方法对主题特征进行展示。[结果/结论]所分析的非遗图片资源社会化标签存在一定主题特征,便于从用户角度组织和利用非遗图片资源,促进非遗文化的传承。

本文引用格式

夏立新 , 白阳 , 孙晶琼 . 基于关联标签的非遗图片资源主题发现研究[J]. 图书情报工作, 2016 , 60(2) : 22 -29 . DOI: 10.13266/j.issn.0252-3116.2016.02.003

Abstract

[Purpose/significance] Social tags of intangible cultural heritage image resources reflects the folks' awareness of images contents, and contains abundant knowledge values. The study on the relationships between tags helps to build topic navigations based on tags which provide a reference for the organization and presentation to the intangible cultural heritage image resources.[Method/process] This paper explores the relationships between social tags from an image resource site of intangible cultural heritage with the perspective of related tags. Then it builds the related tags network and communal tags network, makes the analysis and comparison on their social network and demonstrates topic features with visualization method.[Result/conclusion] The study finds that some topic features appears in the intangible cultural heritage image resources, which can help to organize and use the intangible cultural heritage resources, and promote to inherit the intangible cultural heritage cultures.

参考文献

[1] 易明.基于社会化标签的Web知识推送:网络分析视角[M].北京:科学出版社,2013:2.
[2] 靳延安,李瑞轩,文坤梅,等.社会标注及其在信息检索中的应用研究综述[J].中文信息学报,2010,24(4):52-62.
[3] 刘向红.大众标注在非遗数据库中的应用[J].图书馆建设,2014(12):39-42.
[4] LUX M, MARQUES O, PITMAN A. Using visual features to improve tag suggestions in image sharing sites[C]//Proceedings of knowledge acquisition from the social Web. Graz, Austria, 2008:425-429.
[5] RASMUSSEN E M. Indexing images[J]. Annual review of information science and technology, 1997,32:169-196.
[6] RORISSA A. A comparative study of Flickr tags and index terms in a general image collection[J]. Journal of the American Society for Information Science and Technology, 2010, 61(11):2230-2242.
[7] 余金香.Folksonomy及其国外研究进展[J].图书情报工作,2007,51(7):38-40,74.
[8] 陈婷,胡改丽,陈福集.社会化标注系统的语义标签资源导航构建[J].图书馆建设,2015(1):78-83.
[9] XU H, ZHOU X, WANG M, et al. Exploring Flickr's related tags for semantic annotation of Web images[C]//Proceedings of the ACM international conference on image and video retrieval. Fira:ACM, 2009:46.
[10] 熊回香,王学东.面向Web3.0的分众分类研究[J].图书情报工作,2010,54(3):104-107.
[11] BEGELMAN G, KELLER P,SMADJA F. Automated tag clustering:improving search and exploration in the tag space[C]//Collaborative Web tagging workshop at WWW 2006.Edinburgh:WWW,2006:15-33.
[12] PAPADOPOULOS S,KOMPATSIARIS Y, VAKALI A. A graph-based clustering scheme for identifying related tags in folksonomies[M].Berlin:Springer, 2010:65-76.
[13] 滕广青,毕强,高娅.基于概念格的Folksonomy知识组织研究——关联标签的结构特征分析[J].现代图书情报技术,2012(6):22-28.
[14] 毕强,周姗姗,马志强,等.面向知识关联的标签云优化机理研究[J].现代图书情报技术,2014(5):33-40.
[15] 黄微,高俊峰,李瑞,等.Folksonomy中Tag语义距离测度与可视化研究[J].现代图书情报技术,2014(7/8):64-70.
[16] 周姗姗. 基于Folksonomy模式的数字资源多维度聚合研究[D].长春:吉林大学, 2014.
[17] CHUN S, CHERRY R, HIWILLER D, et al. Steve. museum:an ongoing experiment in social tagging, folksonomy, and museums[EB/OL].[2015-12-01].http://www.museumsandtheweb.com/mw2006/papers/wyman/wyman.html.
[18] STEVE MUSEUM. The tags of Steve museum[EB/OL].[2015-06-02].http://tagger.steve.museum/.
[19] DAVISJR F D. A technology acceptance model for empirically testing new end-user information systems:theory and results[D].Cambridge:Massachusetts Institute of Technology, 1986.
[20] KRUSKAL J B, WISH M. Multidimensional scaling[J]. Sage university papers,1978,45(2):875-878.
[21] 刘军.社会网络分析导论[M].北京:社会科学文献出版社,2004:100-130.

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