Agricultural Library and Information ›› 2019, Vol. 31 ›› Issue (7): 4-13.doi: 10.13998/j.cnki.issn1002-1248.2019.07.19-0421
• Special review • Next Articles
SUN Lili1, YUAN Qinjian2
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| [1] 宋敏,覃正.国外数据质量管理研究综述[J].情报杂志,2007,26(2):7-9. [2] 韩京宇,徐立臻,董逸生.数据质量研究综述[J].计算机科学,2008,35(2):1-5. [3] 王宏志. 大数据质量管理:问题与研究进展[J].科技导报,2014,32(34):78-84. [4] 张新兴. 高校科学数据管理研究综述[J].情报资料工作,2016,37(6):48-54. [5] 张宁,袁勤俭.数据质量评价述评[J].情报杂志,2017,40(10):135-139. [6] PAOLO B, SILVANA S, VALERIO B.A Review of big data quality and an assessment method and features of data quality for public health information systems[J].International Journal of Management Sciences and Business Research,2018,7(1):19-33. [7] 刘冰,庞琳. 国内外大数据质量研究述评[J]. 情报学报, 2019, 38(2):217-226. [8] Wang. What data quality means to data consumers[J]. Journal of Management Information Systems,1996,12(4):5-33. [9] Kahn B K, Strong D M.Product and Service Performance Model for Information Quality: An Update[C]// Conference on Information Quality. DBLP, 1998:102-115. [10] Cappiello C, Francalanci C, Pernici B.Data quality assessment from the user's perspective[C]// International Workshop on Information Quality in Information Systems. ACM, 2004:68-73. [11] 莫祖英. 国内外信息质量研究述评[J].情报资料工作,2015(02):29-36. [12] Aebi D, Perrochon L.Towards Improving Data Quality[C]// International Conference on Information Systems and Management of Data.1993:273-281. [13] Redman T C, Blanton A.Data quality for the information age[M]. Artech House, Inc., 1997. [14] MERINO J, CABALLERO I, RIVAS B, et al.A data quality in use model for big data[J]. Future Generation Computer Systems,2016,63:123-130. [15] Cai L, Zhu Y.The challenges of data quality and data quality assessment in the big data era[J]. Data Science Journal,2015,14:2. [16] Rao D, Gudivada V N, Raghavan V V.Data quality issues in big data[C]// IEEE International Conference on Big Data. IEEE, 2015: 2654-2660. [17] 莫祖英. 大数据处理流程中的数据质量影响分析[J].现代情报,2017,37(03):69-72. [18] 马费成,宋恩梅.信息管理学基础.第2版[M].武汉:武汉大学出版社,2011:10-11. [19] Ballou D P, Pazer H L.Modeling data and process quality in multi-input, multi-output information systems[J]. Management science,1985,31(2):150-162. [20] Strong D M, Lee Y W, Wang R Y.Data quality in context[J]. Communications of the ACM, 1997,40(5):103-110. [21] 论信息形态与信息质量(下)——论信息的质与量及其意义[J].档案学通讯,2006(3):20-22. [22] 曹瑞昌,吴建明.信息质量及其评价指标体系[J].情报探索,2002(4):6-9. [23] 王欣,陈建华,韩洁平.信息系统质量的影响因素分析[J].情报科学,2002,20(4):426-427. [24] Redman T C.Improve data quality for competitive advantage[J]. MIT Sloan Management Review,1995,36(2):99. [25] 张博,宋立荣.农业科技信息共享中信息质量需求分析[J].中国农学通报,2010,26(10):343-346. [26] 莫祖英, MoZuying.国内外信息质量研究述评[J].情报资料工作,2015,36(2):29-36. [27] FISHER C W, KINGMA B R.Criticality of data quality as exemplified in two disasters[J]. Information & management,2001,39(2):109-116. [28] OTTO B.EconPapers: Data governance[J]. Business & information Systems Engineering, 2011(4):241-244. [29] CAO L, ZHU H.Normal accidents: data quality problems in ERP-enabled manufacturing[J]. Journal of Data & information Quality,2013,4(3):1-26. [30] 胡逢彬,沈炜.数据ETL过程中的数据质量控制[J].信息技术,2006(4):19-21. [31] 卢本新. 数据仓库数据质量管理的研究[D].大连理工大学,2013:18. [32] 孙俐丽,吴建华,袁勤俭.B2C企业数据资产质量影响因素研究[J].情报理论与实践,2017,40(07):99-102+98. [33] LEE Y W, PIPINO L L, FUNK J D等. 数据质量征途[M].黄伟,王嘉寅,冯耕中,译.北京:高等教育出版社,2015. [34] 刘伟. 基于元数据的数据质量控制与评估模型研究[D].东北石油大学,2011:12. [35] 曹建军,刁兴春,汪挺等. 数据质量控制研究中若干基本问题[J].微计算机信息,2010,26(9):12-14. [36] PIERCE E. A progress report from MIT information quality conference[EB/OL].[2016-7-1]. http://tdan.com/a-progress-report-from-mit-information-quality-conference/5143. [37] LENZ H J, BOROWSKI E.Business data quality control: a step by step procedure[M]// Frontiers in Statistical Quality Control 10. Physica-Verlag HD, 2012:374. [38] MCGILVRAY D.数据质量管理工程实践——获取高质量数据和可信信息的十大步骤[M].刁兴春,曹建军,张健美等译.北京:电子工业出版社,2010:29-31. [39] 陈远,罗琳,沈祥兴. 信息系统中的数据质量问题研究[J].中国图书馆学报,2004,30(1):48-50. [40] KHUSHALI Y D.Big data quality modeling and validation[D].CA: San Jose State University,2018. [41] MERINO J, CABALLERO I, RIVAS B, et al.A data quality in use model for big data[J]. Future Generation Computer Systems,2016,63:123-130. [42] 莫祖英. 大数据质量测度模型构建[J].情报理论与实践,2018,41(03):11-15. [43] YANG W L, STRONG D M, KAHN B K, et al.AIMQ: a methodology for information quality assessment[J].Information & management,2002,40(2):133-146. [44] BALLOU D P, CHENGALUR-SMITH I S N, Wang R Y. Sample-based quality estimation of query results in relational database environments[J].IEEE Transactions on Knowledge & data Engineering,2006,18(5):639-650. [45] 杨青云,赵培英,杨冬青等. 数据质量评估方法研究[J].计算机工程与应用,2004,40(9):3-4. [46] 韩京宇, 宋爱波, 董逸生. 数据质量维度量化方法[J].计算机工程与应用,2008,44(36):1-6. [47] PIERCE E M.Assessing data quality with control matrices[J].Communications of the ACM,2004,47(2):82-86. [48] 陈苏,柏文阳,徐洁磐. 一种新的数据质量模型的研究[J].计算机应用研究,2005(7):48-50. [49] 黄武锋,郑华.面向企业信息化的数据质量评估研究[J].计算机技术与发展,2011,21(1):185-188. [50] CARO A, CALERO C, CABALLERO I, PIATTINI M.A proposal for a set of attributes relevant for Web portal data quality[J].Software Quality Journal,2008,16:513-542. [51] 胡晓程. 企业实施ERP系统数据质量管理研究[D].西安科技大学,2011:2. [52] CAI L, ZHU Y Y.The challenges of data quality and data quality assessment in the big data era[J]. Data Science Journal,2015,14:2-10. [53] WAND Y.Anchoring data quality dimensions in ontological foundations[J]. Communications of the ACM,1996,39(11):86-95. [54] 方幼林,杨冬青,唐世渭等. 数据仓库中数据质量控制研究[J].计算机工程与应用,2003,39(13):1-4. [55] 李贺,张世颖.移动互联网用户生成内容质量评价体系研究[J].情报理论与实践,2015,38(10):6-11+37. [56] 莫祖英. 地市级政府公开信息质量评价实证研究[J].情报科学,2018,36(08):112-117. [57] 邓胜利,赵海平.用户视角下网络健康信息质量评价标准框架构建研究[J].图书情报工作,2017,61(21):30-39. [58] BOVEE M,SRIVASTAVA R P,BRENDA M.A conceptual framework and belief-function approach to assessing overall information quality[J].International Journal of Intelligent Systems,2003,18(1):51-74. [59] WATTS S,SHANKARANRAYANAN G,EVEN A.Data quality assessment in context: a cognitive perspective[J].Decision Support Systems,2009,48:202-211. [60] Ryzhov A, Bray F, Ferlay J, et al.Evaluation of data quality at the National Cancer Registry of Ukraine[J].Cancer epidemiology,2018,53:156-165. [61] KERR K.The institutionalisation of data quality in the New Zealand health sector[D]. New Zealand:The University of Auckland,2006. [62] 蒋清泉. 政府统计数据质量优化方法研究[J].统计与决策,2017(24):26-30. [63] 刘文奇. 中国公共数据库数据质量控制模型体系及实证[J].中国科学:信息科学,2014,44(7):836-856. [64] 刘文云,岳丽欣,马伍翠等. 政府数据开放保障机制在数据质量控制中的应用研究[J].情报理论与实践,2018(4):21-27. [65] Owonibi M, Koenig-Ries B.A Quality Management Workflow Proposal for a Biodiversity Data Repository[C]//International Conference on Conceptual Modeling.Springer,Cham,2014: 157-167. [66] Buchmann T, Jablonski S, Volz B, et al.Towards a generic infrastructure for sustainable management of quality controlled primary data[C]//OTM Confederated International Conferences" On the Move to Meaningful Internet Systems". Springer,Berlin, Heidelberg,2010:130-138. [67] 张静蓓,任树怀. 国外科研数据知识库数据质量控制研究[J]. 图书馆杂志,2016(11):44-50. [68] PIPINO L, WANG R, FUNK J, et al.Journey to data quality[C]//The MIT Press,2006:793-794. [69] 宗威,吴锋.大数据时代下数据质量的挑战[J].西安交通大学学报社会科学版,2013,33(5):38-43. [70] 沈振萍,谢阳群.基于企业信息工厂的商务智能数据管理研究[J].情报科学,2013(3):105-109. [71] WAHYUDI A, KUK G, JANSSEN M.A process pattern model for tackling and improving big data quality[J]. Information Systems Frontiers,2018,20(3):457-469. [72] YAO L, Ge Z.Big data quality prediction in the process industry: A distributed parallel modeling framework[J]. Journal of Process Control,2018,68:1-13. [73] Luo T, Huang J, Kanhere S S, et al.Improving IoT Data Quality in Mobile Crowd Sensing: A Cross Validation Approach[J]. IEEE Internet of Things Journal,2019:1-1. [74] ACOSTA M, Zaveri A, Simperl E, et al.Detecting linked data quality issues via crowdsourcing: A dbpedia study[J]. Semantic web,2018,9(3):303-335. [75] FOX F, Aggarwal V R, Whelton H, et al.A data quality framework for process mining of electronic health record data[C]//2018 IEEE International Conference on Healthcare Informatics (ICHI).IEEE,2018:12-21. [76] CORRALES D, Corrales J, Ledezma A.How to address the data quality issues in regression models: a guided process for data cleaning[J].Symmetry,2018,10(4):99. [77] DAVID C, Agapito L, Juan C . From Theory to Practice: A Data Quality Framework for Classification Tasks[J].Symmetry,2018,10(7):248-. [78] 刘冰,庞琳.国内外大数据质量研究述评[J].情报学报,2019,38(02):217-226. [79] Juddoo S.Overview of data quality challenges in the context of Big Data[C]//2015 International Conference on Computing, Communication and Security (ICCCS).IEEE,2015:1-9. [80] Glowalla P, Balazy P, Basten D, et al.Process-Driven Data Quality Management--An Application of the Combined Conceptual Life Cycle Model[C]//2014 47th Hawaii International Conference on System Sciences.IEEE,2014:4700-4709. [81] 韩京宇, 徐立臻, 董逸生. 数据质量研究综述[J].计算机科学,2008,35(2):1-5. |
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