A Mechanism of Maturity Improvement for Data Quality Management in PT. ABC

Rizki Romodhon; Widi Setia Cahyani; Dewi Putri Siagian; Yova Ruldeviyani; Achmad Nizar Hidayanto

doi:10.1109/ICACSIS53237.2021.9631342

A Mechanism of Maturity Improvement for Data Quality Management in PT. ABC

Rizki Romodhon
, Widi Setia Cahyani
, Dewi Putri Siagian
, Yova Ruldeviyani
, Achmad Nizar Hidayanto

Department of Computer Science

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Citations (Scopus)

Abstract

PT. ABC is an extension of the state's arm in charge of distributing compensation funds for road traffic accidents and public transport passengers. To realize the best service, integrated information technology is needed in order to provide accurate and reliable information in decision making. As a customer satisfaction-oriented company, it should pay attention to data governance, especially in data quality management. However, based on the results of interviews, observations and document searches related to the data used for the compensation settlement process, PT. ABC is faced with data quality management problems including incompleteness, inconsistency and accessibility of data. Therefore, it is necessary to measure the maturity of data quality management. Comparison has been made to choose the suitable model of data quality assessment in PT ABC. Based on the comparison, Data Management Maturity Model is the most suitable model to measure data quality management in PT ABC. The results of this study are the maturity level of data quality management in the data quality strategy, data profiling, data quality assessment, data cleansing and their recommendations.

Original language	English
Title of host publication	2021 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2021
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781665442640
DOIs	https://doi.org/10.1109/ICACSIS53237.2021.9631342
Publication status	Published - 2021
Event	13th International Conference on Advanced Computer Science and Information Systems, ICACSIS 2021 - Depok, Indonesia Duration: 23 Oct 2021 → 26 Oct 2021

Publication series

Name	2021 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2021

Conference

Conference	13th International Conference on Advanced Computer Science and Information Systems, ICACSIS 2021
Country/Territory	Indonesia
City	Depok
Period	23/10/21 → 26/10/21

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being
SDG 11 Sustainable Cities and Communities

Keywords

CMMI DMM
Data Governance
Data Quality Management
DMBOK
Maturity Assessment

Access to Document

10.1109/ICACSIS53237.2021.9631342

Cite this

Romodhon, R., Cahyani, W. S., Siagian, D. P., Ruldeviyani, Y., & Hidayanto, A. N. (2021). A Mechanism of Maturity Improvement for Data Quality Management in PT. ABC. In 2021 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2021 (2021 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2021). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICACSIS53237.2021.9631342

Romodhon, Rizki ; Cahyani, Widi Setia ; Siagian, Dewi Putri et al. / A Mechanism of Maturity Improvement for Data Quality Management in PT. ABC. 2021 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2021. Institute of Electrical and Electronics Engineers Inc., 2021. (2021 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2021).

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title = "A Mechanism of Maturity Improvement for Data Quality Management in PT. ABC",

abstract = "PT. ABC is an extension of the state's arm in charge of distributing compensation funds for road traffic accidents and public transport passengers. To realize the best service, integrated information technology is needed in order to provide accurate and reliable information in decision making. As a customer satisfaction-oriented company, it should pay attention to data governance, especially in data quality management. However, based on the results of interviews, observations and document searches related to the data used for the compensation settlement process, PT. ABC is faced with data quality management problems including incompleteness, inconsistency and accessibility of data. Therefore, it is necessary to measure the maturity of data quality management. Comparison has been made to choose the suitable model of data quality assessment in PT ABC. Based on the comparison, Data Management Maturity Model is the most suitable model to measure data quality management in PT ABC. The results of this study are the maturity level of data quality management in the data quality strategy, data profiling, data quality assessment, data cleansing and their recommendations.",

keywords = "CMMI DMM, Data Governance, Data Quality Management, DMBOK, Maturity Assessment",

author = "Rizki Romodhon and Cahyani, \{Widi Setia\} and Siagian, \{Dewi Putri\} and Yova Ruldeviyani and Hidayanto, \{Achmad Nizar\}",

note = "Publisher Copyright: {\textcopyright} 2021 IEEE.; 13th International Conference on Advanced Computer Science and Information Systems, ICACSIS 2021 ; Conference date: 23-10-2021 Through 26-10-2021",

year = "2021",

doi = "10.1109/ICACSIS53237.2021.9631342",

language = "English",

series = "2021 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2021",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "2021 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2021",

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Romodhon, R, Cahyani, WS, Siagian, DP, Ruldeviyani, Y & Hidayanto, AN 2021, A Mechanism of Maturity Improvement for Data Quality Management in PT. ABC. in 2021 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2021. 2021 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2021, Institute of Electrical and Electronics Engineers Inc., 13th International Conference on Advanced Computer Science and Information Systems, ICACSIS 2021, Depok, Indonesia, 23/10/21. https://doi.org/10.1109/ICACSIS53237.2021.9631342

A Mechanism of Maturity Improvement for Data Quality Management in PT. ABC. / Romodhon, Rizki; Cahyani, Widi Setia; Siagian, Dewi Putri et al.
2021 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2021. Institute of Electrical and Electronics Engineers Inc., 2021. (2021 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2021).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - A Mechanism of Maturity Improvement for Data Quality Management in PT. ABC

AU - Romodhon, Rizki

AU - Cahyani, Widi Setia

AU - Siagian, Dewi Putri

AU - Ruldeviyani, Yova

AU - Hidayanto, Achmad Nizar

PY - 2021

Y1 - 2021

N2 - PT. ABC is an extension of the state's arm in charge of distributing compensation funds for road traffic accidents and public transport passengers. To realize the best service, integrated information technology is needed in order to provide accurate and reliable information in decision making. As a customer satisfaction-oriented company, it should pay attention to data governance, especially in data quality management. However, based on the results of interviews, observations and document searches related to the data used for the compensation settlement process, PT. ABC is faced with data quality management problems including incompleteness, inconsistency and accessibility of data. Therefore, it is necessary to measure the maturity of data quality management. Comparison has been made to choose the suitable model of data quality assessment in PT ABC. Based on the comparison, Data Management Maturity Model is the most suitable model to measure data quality management in PT ABC. The results of this study are the maturity level of data quality management in the data quality strategy, data profiling, data quality assessment, data cleansing and their recommendations.

AB - PT. ABC is an extension of the state's arm in charge of distributing compensation funds for road traffic accidents and public transport passengers. To realize the best service, integrated information technology is needed in order to provide accurate and reliable information in decision making. As a customer satisfaction-oriented company, it should pay attention to data governance, especially in data quality management. However, based on the results of interviews, observations and document searches related to the data used for the compensation settlement process, PT. ABC is faced with data quality management problems including incompleteness, inconsistency and accessibility of data. Therefore, it is necessary to measure the maturity of data quality management. Comparison has been made to choose the suitable model of data quality assessment in PT ABC. Based on the comparison, Data Management Maturity Model is the most suitable model to measure data quality management in PT ABC. The results of this study are the maturity level of data quality management in the data quality strategy, data profiling, data quality assessment, data cleansing and their recommendations.

KW - CMMI DMM

KW - Data Governance

KW - Data Quality Management

KW - DMBOK

KW - Maturity Assessment

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U2 - 10.1109/ICACSIS53237.2021.9631342

DO - 10.1109/ICACSIS53237.2021.9631342

M3 - Conference contribution

AN - SCOPUS:85123822049

T3 - 2021 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2021

BT - 2021 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2021

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 13th International Conference on Advanced Computer Science and Information Systems, ICACSIS 2021

Y2 - 23 October 2021 through 26 October 2021

ER -

Romodhon R, Cahyani WS, Siagian DP, Ruldeviyani Y , Hidayanto AN. A Mechanism of Maturity Improvement for Data Quality Management in PT. ABC. In 2021 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2021. Institute of Electrical and Electronics Engineers Inc. 2021. (2021 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2021). doi: 10.1109/ICACSIS53237.2021.9631342

A Mechanism of Maturity Improvement for Data Quality Management in PT. ABC

Abstract

Publication series

Conference

UN SDGs

Keywords

Access to Document

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Cite this