본문 바로가기
  • Home

An Empirical Study on Quality Improvement by Data Standardization for Distributed Goods

  • Journal of The Korea Society of Computer and Information
  • Abbr : JKSCI
  • 2013, 18(9), pp.101-109
  • Publisher : The Korean Society Of Computer And Information
  • Research Area : Engineering > Computer Science

송장섭 1 RHEW SUNG YUL 2

1Dream Factory Lab
2숭실대학교

Accredited

ABSTRACT

Data quality management is extremely important. In this study, we proposed data standardization for effective quality management of enterprise-owned data about distributed goods and validated its effectiveness by case study. For the standardization of data, we designed data category and data dictionary. Additionally, we categorized data and identified its attributes for data category design, and we developed design process for data dictionary and built the dictionary of word, term, domain and code for data dictionary design. And then we proposed output documents which have to be written for data standardization. Proposed data standardization approach is validated its efficiency by quantitative and qualitative measurement. and as a result the data quality of the data standardization improved 24% and the data quality of the consistency of the data dictionary improved 7%.

Citation status

* References for papers published after 2023 are currently being built.