V2EX data curation

Data Curation

释义 Definition

数据策展 / 数据整理与管理:指对数据进行收集、筛选、清洗、标注、组织、版本控制、记录元数据并长期维护,使其在当前与未来都能可靠、可复用、可共享(常见于科研、图书馆与档案、企业数据治理、机器学习数据集管理等场景)。

发音 Pronunciation

/det kjren/(也常见 /dt kjren/)

例句 Examples

We need better data curation before we train the model.
在训练模型之前,我们需要更好的数据整理与管理。

Effective data curation documents sources, removes duplicates, and tracks changes so the dataset remains trustworthy over time.
有效的数据策展会记录数据来源、去除重复项并追踪变更,从而让数据集长期保持可信。

词源 Etymology

curation 来自拉丁语 curare(照料、负责、管理),原本多用于博物馆与美术馆语境中的“策展/馆藏管理”。随着数字化发展,data curation 借用这一概念,强调对数据进行“像管理馆藏一样”的系统维护与可持续保存。

相关词 Related Words

文学与著作中的用例 Notable Works

  • The Data Curation Handbook(图书馆与信息科学领域常用参考书,讨论数据策展流程与实践)
  • Digital Curation(编辑论文集/研究著作常见书名与主题,用于阐述数字资源与数据的长期保存与管理)
  • The Fourth Paradigm: Data-Intensive Scientific Discovery(关于数据密集型科学的经典论文集,涉及数据管理与共享背景下的数据策展需求)
关于     帮助文档     自助推广系统     博客     API     FAQ     Solana     2955 人在线   最高记录 6679       Select Language
创意工作者们的社区
World is powered by solitude
VERSION: 3.9.8.5 7ms UTC 13:54 PVG 21:54 LAX 06:54 JFK 09:54
Do have faith in what you're doing.
(function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){ (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o), m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m) })(window,document,'script','//www.google-analytics.com/analytics.js','ga'); ga('create', 'UA-11940834-2', 'v2ex.com'); ga('send', 'pageview'); ubao msn snddm index pchome yahoo rakuten mypaper meadowduck bidyahoo youbao zxmzxm asda bnvcg cvbfg dfscv mmhjk xxddc yybgb zznbn ccubao uaitu acv GXCV ET GDG YH FG BCVB FJFH CBRE CBC GDG ET54 WRWR RWER WREW WRWER RWER SDG EW SF DSFSF fbbs ubao fhd dfg ewr dg df ewwr ewwr et ruyut utut dfg fgd gdfgt etg dfgt dfgd ert4 gd fgg wr 235 wer3 we vsdf sdf gdf ert xcv sdf rwer hfd dfg cvb rwf afb dfh jgh bmn lgh rty gfds cxv xcv xcs vdas fdf fgd cv sdf tert sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf sdf shasha9178 shasha9178 shasha9178 shasha9178 shasha9178 liflif2 liflif2 liflif2 liflif2 liflif2 liblib3 liblib3 liblib3 liblib3 liblib3 zhazha444 zhazha444 zhazha444 zhazha444 zhazha444 dende5 dende denden denden2 denden21 fenfen9 fenf619 fen619 fenfe9 fe619 sdf sdf sdf sdf sdf zhazh90 zhazh0 zhaa50 zha90 zh590 zho zhoz zhozh zhozho zhozho2 lislis lls95 lili95 lils5 liss9 sdf0ty987 sdft876 sdft9876 sdf09876 sd0t9876 sdf0ty98 sdf0976 sdf0ty986 sdf0ty96 sdf0t76 sdf0876 df0ty98 sf0t876 sd0ty76 sdy76 sdf76 sdf0t76 sdf0ty9 sdf0ty98 sdf0ty987 sdf0ty98 sdf6676 sdf876 sd876 sd876 sdf6 sdf6 sdf9876 sdf0t sdf06 sdf0ty9776 sdf0ty9776 sdf0ty76 sdf8876 sdf0t sd6 sdf06 s688876 sd688 sdf86