大数据浅析
摘要
本文分析了大数据的定义与特征,在此基础上探讨了大数据的获取与表示方法 ,以及大数据的存储与管理方式。
出处
《科技视界》
2014年第31期70-70,310,共2页
Science & Technology Vision
参考文献9
-
1Making sense of Big Data[J]. Technology forecast, A quarterly journal, 2010.
-
2但彬.大数据=海量数据+复杂类型的数据[EB/OL].2012,7.
-
3Wang R Y, Ben H B, Madnick S E. Data quality require menu analysis and nodeling[C]//Proceedings of the 9th International Conference on Data Engineering. Vienna, Austria 1993:670-677.
-
4Galhardas H, Florescu D, Shasha D,Simon E, AJAX: An extensible data cleaning.tool[J]. ACM SIGMOD Record. 2000,29(2):590.
-
5郭志懋,周傲英.数据质量和数据清洗研究综述[J].软件学报,2002,13(11):2076-2082. 被引量:268
-
6Fan Wenlei, Geerts Floris. Foundation of management[J]. Synthesis Lectures ondata Management, 2012,4(5):391-217.
-
7Deerwester S, Dumais S T, Furnas G W, et al. Indexing by latent semantic analysis[J]. Journal of the American Society for Information Science, 1990,41(6):391- 407.
-
8Blei D M, Ng A Y, Jordan M I. Latent dirichlet allocation [J]. Journal of Machine Learning Research, 2003,3(1):993-1022.
-
9王元卓,靳小龙,程学旗.网络大数据:现状与展望[J].计算机学报,2013,36(6):1125-1138. 被引量:714
二级参考文献92
-
1Aebi, D., Perrochon, L. Towards improving data quality. In: Sarda, N.L., ed. Proceedings of the International Conference on Information Systems and Management of Data. Delhi, 1993. 273~281.
-
2Wang, R.Y., Kon, H.B., Madnick, S.E. Data quality requirements analysis and modeling. In: Proceedings of the 9th International Conference on Data Engineering. Vienna: IEEE Computer Society, 1993. 670~677.
-
3Rahm, E., Do, H.H. Data cleaning: problems and current approaches. IEEE Data Engineering Bulletin, 2000,23(4):3~13.
-
4Galhardas, H., Florescu, D., Shasha, D., et al. AJAX: an extensible data cleaning tool. In: Chen, W.D., Naughton, J.F., Bernstein, P.A., eds. Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data. Texas: ACM, 2000. 590.
-
5Hernandez, M.A., Stolfo, S.J. Real-World data is dirty: data cleansing and the merge/purge problem. Data Mining and Knowledge Discovery, 1998,2(1):9~37.
-
6Lee, M.L., Ling, T.W., Lu, H.J., et al. Cleansing data for mining and warehousing. In: Bench-Capon, T., Soda, G., Tjoa, A.M., eds. Database and Expert Systems Applications. Florence: Springer, 1999. 751~760.
-
7Monge, A.E. Matching algorithm within a duplicate detection system. IEEE Data Engineering Bulletin, 2000,23(4):14~20.
-
8Monge, A.E., Elkan, C. The field matching problem: algorithms and applications. In: Simoudis, E., Han, J.W., Fayyad, U., eds. Proceedings of the 2nd International Conference on Knowledge Discovery and Data Mining. Oregon: AAAI Press, 1996. 267~270.
-
9Savasere, A., Omiecinski, E., Navathe, S.B. An efficient algorithm for mining association rules in large databases. In: Dayal, U., Gray, P., Nishio, S., eds. Proceedings of the 21st International Conference on Very Large Data Bases. Zurich: Morgan Kaufmann, 1995. 432~444.
-
10Srikant, R., Agrawal, R. Mining Generalized Association Rules. In: Dayal, U., Gray, P., Nishio, S., eds. Proceedings of the 21st International Conference on Very Large Data Bases. Zurich: Morgan Kaufmann, 1995. 407~419.
共引文献978
-
1张丛铄.基于大数据的研究生心理危机预警机制的构建[J].中国新通信,2020,0(2):80-81. 被引量:2
-
2梁莉莉,布瑞丰.非遗视频直播的技术逻辑及其潜在风险——基于抖音平台的“田野”观察[J].青海民族研究,2022,33(3):136-141. 被引量:7
-
3王利民,李硕硕,王学鑫,冯志江,司亚超,邓全才,吴永强.基于grubbs检验的中水压力数据清洗[J].河北建筑工程学院学报,2022,40(4):144-147.
-
4丁小欧,王宏志,靳贺霖,高猛.时序数据错误检测与修复研究综述[J].智能计算机与应用,2021,11(12):1-6. 被引量:5
-
5吴嘉琪.一种基于ELK框架的地理信息动态时空数据获取与挖掘方法[J].测绘通报,2020(1):45-49. 被引量:2
-
6谢月锋,董现垒,陈卉,王燕,刘志成.利用网络痕迹信息即时预测儿童腹泻流行趋势[J].医学信息(医学与计算机应用),2016,29(29):1-4.
-
7周力,张勃.向Oracle进行数据移植的方法[J].沈阳大学学报,2003,15(2):38-39. 被引量:3
-
8宋峥嵘,朴春梅.数据质量与数据清理浅谈[J].今日科苑,2009(17).
-
9毕锟,刘军.ETL系统的设计及其研究[J].软件导刊,2010,9(5):173-175. 被引量:9
-
10曹建军,刁兴春,陈爽,邵衍振.数据清洗及其一般性系统框架[J].计算机科学,2012,39(S3):207-211. 被引量:31
-
1陈艺丹.分层技术在计算机软件开发中的应用[J].电子测试,2016,27(8X):79-80. 被引量:25
-
2姚锡凡,于淼,陈勇,项子灿.制造物联的内涵、体系结构和关键技术[J].计算机集成制造系统,2014,20(1):1-10. 被引量:73
-
3徐述.基于大数据的数据挖掘研究[J].科技视界,2014(32):86-86. 被引量:1
-
4刘雄文,陆鑫达.校园级计算系统中资源管理的设计与实现[J].计算机工程,2003,29(z1):69-70.
-
5叶惠仙,贾如春.大数据架构关系分析及应用[J].计算机时代,2016(12):42-45.
-
6王珺.虚拟现实技术在艺术设计教学中的应用[J].教育界(高等教育),2016,0(5):187-187.
-
7田永民.大数据时代面临的信息安全机遇和挑战分析[J].信息与电脑,2015,27(12):41-43. 被引量:12
-
8胡海生.浅析大秦车务段网络安全建设[J].中国集体经济,2011(10X):187-188.
-
9蔡希尧.论开放式系统[J].电子科技,1995,8(1):1-8. 被引量:1
-
10侯山.云计算在职业教育领域中的应用探讨[J].科技风,2015(24):118-118.