Network Text Analysis in Computer-Intensive Rapid Ethnography Retrieval: An Example from Political Networks of Sudan*

Q2 Social Sciences Journal of Social Structure Pub Date : 2012-01-01 DOI:10.21307/JOSS-2019-028
Laurent Tambayong, Kathleen M. Carley
{"title":"Network Text Analysis in Computer-Intensive Rapid Ethnography Retrieval: An Example from Political Networks of Sudan*","authors":"Laurent Tambayong, Kathleen M. Carley","doi":"10.21307/JOSS-2019-028","DOIUrl":null,"url":null,"abstract":"Abstract Advances in text analysis, particularly the ability to extract network based information from texts, is enabling researches to conduct detailed socio-cultural ethnographies rapidly by retrieving characteristic descriptions from texts and fusing the results from varied sources. We describe this process and illustrate it in the context of conflict in the Sudan. We show how network information can be extracted from vast quantities of unstructured texts-based information using computer assisted processes. This is illustrated by an examination of changes in the political networks in Sudan as extracted from the Sudan Tribune. We find that this approach enables rapid high level assessment of a socio-cultural environment, generates results that are viewed as accurate by subject matter experts, and match actual historical events. The relative value of this socio-cultural analysis approach is discussed.","PeriodicalId":35236,"journal":{"name":"Journal of Social Structure","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2012-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"17","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Social Structure","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.21307/JOSS-2019-028","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"Social Sciences","Score":null,"Total":0}
引用次数: 17

Abstract

Abstract Advances in text analysis, particularly the ability to extract network based information from texts, is enabling researches to conduct detailed socio-cultural ethnographies rapidly by retrieving characteristic descriptions from texts and fusing the results from varied sources. We describe this process and illustrate it in the context of conflict in the Sudan. We show how network information can be extracted from vast quantities of unstructured texts-based information using computer assisted processes. This is illustrated by an examination of changes in the political networks in Sudan as extracted from the Sudan Tribune. We find that this approach enables rapid high level assessment of a socio-cultural environment, generates results that are viewed as accurate by subject matter experts, and match actual historical events. The relative value of this socio-cultural analysis approach is discussed.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
计算机密集的快速人种志检索中的网络文本分析:以苏丹政治网络为例*
文本分析的进步,特别是从文本中提取基于网络的信息的能力,使研究人员能够通过从文本中检索特征描述并融合来自不同来源的结果来快速进行详细的社会文化人种志研究。我们将描述这一进程,并在苏丹冲突的背景下加以说明。我们展示了如何使用计算机辅助处理从大量非结构化的基于文本的信息中提取网络信息。摘自《苏丹论坛报》的对苏丹政治网络变化的审查说明了这一点。我们发现这种方法能够对社会文化环境进行快速的高水平评估,产生的结果被主题专家认为是准确的,并且与实际的历史事件相匹配。讨论了这种社会文化分析方法的相对价值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Journal of Social Structure
Journal of Social Structure Social Sciences-Sociology and Political Science
CiteScore
1.30
自引率
0.00%
发文量
0
审稿时长
24 weeks
期刊最新文献
Living in Networks: The Dynamics of Social Relations A Network Analysis of Twitter's Crackdown on the QAnon Conversation An Analysis of Relations Among European Countries Based on UEFA European Football Championship Syndicate Women: Gender and Networks in Chicago Organized Crime Advances in Network Clustering and Blockmodeling
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1