Data Quality Management in ERP Systems - Accounting Case

被引：1

作者：

Hernes, Marcin ^{[1
]}

Bytniewski, Andrzej ^{[1
]}

Matenczuk, Karolina ^{[1
]}

Rot, Artur ^{[1
]}

Dziuba, Szymon ^{[1
]}

Fojcik, Marcin ^{[2
]}

Tran Luong Nguyet ^{[1
]}

Golec, Pawel ^{[1
]}

Kozina, Agata ^{[1
]}

机构：

[1] Wroclaw Univ Econ & Business, Komandorska 118-120, PL-53345 Wroclaw, Poland

[2] Western Norway Univ Appl Sci, Forde, Norway

来源：

ADVANCES IN COMPUTATIONAL COLLECTIVE INTELLIGENCE, ICCCI 2020 | 2020年 / 1287卷

关键词：

Data quality; Data quality management; ERP systems;

D O I：

10.1007/978-3-030-63119-2_29

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

ERP systems process data obtained from heterogeneous sources and therefore the data are characterized by different quality. In order to effectively support management, ERP systems must be based on high-quality data. This is a prerequisite for making decisions within the company. The aim of this paper is to analyse the problems of data quality management in ERP systems and its main contribution is to develop procedures for data quality management in data processing, especially accounting data. The basic outcome of the conducted research is the systematization of the knowledge concerning the data allowing for making quick and effective economic decisions. Based on the results of the research it was concluded that a large number of data control procedures embedded in the ERP allows for ensuring appropriate data quality.

引用

页码：353 / 362

页数：10

共 25 条

[1] Assessment of data quality in accounting data with association rules [J].

Alpar, Paul ;

Winkelstraeter, Sven .

EXPERT SYSTEMS WITH APPLICATIONS, 2014, 41 (05) :2259-2268

[2]

Batini C., 2016, Big Data: Concepts, Methodologies, Tools, and Applications, P1934

[3]

Becker J., 2016, ISRL, V98, P213, DOI [10.1007/978-3, DOI 10.1007/978-3]

[4] Normal Accidents: Data Quality Problems in ERP-Enabled Manufacturing [J].

Cao, Lan ;

Zhu, Hongwei .

ACM JOURNAL OF DATA AND INFORMATION QUALITY, 2013, 4 (03)

[5] Assessing and Improving Sensors Data Quality in Streaming Context [J].

El Sibai, Rayane ;

Chabchoub, Yousra ;

Chiky, Raja ;

Demerjian, Jacques ;

Barbar, Kablan .

COMPUTATIONAL COLLECTIVE INTELLIGENCE, ICCCI 2017, PT II, 2017, 10449 :590-599

[6]

Geiger J., 2004, 29 ANN SAS US GROUP

[7]

Gill A.A., 2018, Glob. Bus. Manag. Rev, V10, P41

[8]

Glowalla P., 2013, ECIS, P184

[9] Master data quality barriers: an empirical investigation [J].

Haug, Anders ;

Arlbjorn, Jan Stentoft ;

Zachariassen, Frederik ;

Schlichter, Jakob .

INDUSTRIAL MANAGEMENT & DATA SYSTEMS, 2013, 113 (1-2) :234-249

[10] A classification model of ERP system data quality [J].

Haug, Anders ;

Arlbjorn, Jan Stentoft ;

Pedersen, Anne .

INDUSTRIAL MANAGEMENT & DATA SYSTEMS, 2009, 109 (8-9) :1053-1068

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