Semantic Technologies and Text Analysis in Support of Scientific Knowledge Reuse

Andres Garcia-Silva, Raúl Palma, José Manuél Gómez-Pérez
{"title":"Semantic Technologies and Text Analysis in Support of Scientific Knowledge Reuse","authors":"Andres Garcia-Silva, Raúl Palma, José Manuél Gómez-Pérez","doi":"10.1109/eScience.2017.68","DOIUrl":null,"url":null,"abstract":"Research objects act as a semantically rich container of all the information that lead to a scientific result, and have the potential to change how data intensive science shares and reuses methods, datasets and results. Despite a comprehensive set of vocabularies to describe semantically the aggregated resources, users often limit themselves to provide metadata at the container level, ignoring the valuable information that the aggregated resources contain. In this poster we explore how the combination of semantic technologies and natural language processing can be used to enrich research objects with structured metadata aiming at enhancing their findability as a crucial aspect towards their reuse.","PeriodicalId":137652,"journal":{"name":"2017 IEEE 13th International Conference on e-Science (e-Science)","volume":"83 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 IEEE 13th International Conference on e-Science (e-Science)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/eScience.2017.68","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

Research objects act as a semantically rich container of all the information that lead to a scientific result, and have the potential to change how data intensive science shares and reuses methods, datasets and results. Despite a comprehensive set of vocabularies to describe semantically the aggregated resources, users often limit themselves to provide metadata at the container level, ignoring the valuable information that the aggregated resources contain. In this poster we explore how the combination of semantic technologies and natural language processing can be used to enrich research objects with structured metadata aiming at enhancing their findability as a crucial aspect towards their reuse.
支持科学知识重用的语义技术和文本分析
研究对象充当了一个语义丰富的容器,其中包含了导致科学结果的所有信息,并且有可能改变数据密集型科学如何共享和重用方法、数据集和结果。尽管有一组全面的词汇表可以从语义上描述聚合的资源,但用户经常限制自己在容器级别提供元数据,而忽略了聚合的资源所包含的有价值的信息。在这张海报中,我们探讨了如何将语义技术和自然语言处理结合起来,用结构化元数据丰富研究对象,以提高它们的可查找性,这是实现它们重用的一个关键方面。
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 求助全文
来源期刊
自引率
0.00%
发文量
0
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信