Qualitative model to enhance quality of metadata for data warehouse

被引:1
|
作者
Gautam V. [1 ]
机构
[1] Thapar Institute of Engineering and Technology, Patiala
关键词
Data warehouse; Metadata management; Metadata quality;
D O I
10.1007/s41870-018-0222-0
中图分类号
学科分类号
摘要
A metadata quality directly impact on the decision making. Therefore, the metadata is enhanced with semantics to improve quality of metadata but no formal representation is laid down. Here in this work, the formal representation of metadata is proposed to enhance the quality of information required for decision making. Therefore, in this paper three formal models are defined to properly manage metadata with different types of operation and to provide qualitative information to user. First is to define the metadata. Second is to describe metadata development process. Third model is used to formally describe the complete process of metadata management. All three models are used to properly representation and management of metadata. © 2018, Bharati Vidyapeeth's Institute of Computer Applications and Management.
引用
收藏
页码:1025 / 1036
页数:11
相关论文
共 50 条
  • [21] Data Quality in Data Warehouse Systems
    Serra, Flavia
    Marotta, Adriana
    PROCEEDINGS OF THE 2016 XLII LATIN AMERICAN COMPUTING CONFERENCE (CLEI), 2016,
  • [22] Data Warehouse and Data Quality - An Overview
    Brajkovic, Helena
    Jaksic, Danijela
    Poscic, Patrizia
    CENTRAL EUROPEAN CONFERENCE ON INFORMATION AND INTELLIGENT SYSTEMS (CECIIS 2020), 2020, : 17 - 24
  • [23] Evaluation of data warehouse quality from conceptual model perspective
    20150400456327
    Sharma, Rakhee, 2015, Springer Verlag (320):
  • [24] Understanding data quality in a data warehouse
    Shanks, G
    Darke, P
    AUSTRALIAN COMPUTER JOURNAL, 1998, 30 (04): : 122 - 128
  • [25] Research on Data Quality of Data Warehouse
    Liu Shuanghong
    Han Zhongjun
    EBM 2010: INTERNATIONAL CONFERENCE ON ENGINEERING AND BUSINESS MANAGEMENT, VOLS 1-8, 2010, : 5255 - 5258
  • [26] Tools for data warehouse quality
    Gebhardt, M
    Jarke, M
    Jeusfeld, MA
    Quix, C
    Sklorz, S
    TENTH INTERNATIONAL CONFERENCE ON SCIENTIFIC AND STATISTICAL DATABASE MANAGEMENT - PROCEEDINGS, 1998, : 229 - 232
  • [27] Metrics for data warehouse quality
    Suri, Bharti
    Singh, Prerna
    Lecture Notes in Electrical Engineering, 2015, 312 : 389 - 396
  • [28] Research & Application of Metadata Management System Based on Data Warehouse for Banks
    Xie Fu-Cheng
    Wang Bei-Zhan
    Chen Li-Yan
    Shi Liang
    Jiang Qing-Shan
    Wang Bei-Zhan
    2008 3RD INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEM AND KNOWLEDGE ENGINEERING, VOLS 1 AND 2, 2008, : 384 - 388
  • [29] Does data warehouse end-user metadata add value?
    Foshay, Neil
    Mukherjee, Avinandan
    Taylor, Andrew
    COMMUNICATIONS OF THE ACM, 2007, 50 (11) : 70 - 77
  • [30] Enhancing data quality in data warehouse environments
    Ballou, DP
    Tayi, GK
    COMMUNICATIONS OF THE ACM, 1999, 42 (01) : 73 - 78