The impact of data environment and profitability on business intelligence adoption

Chien Wen Shen, Ping Yu Hsu, Yen Ting Peng

研究成果: 書貢獻/報告類型會議論文篇章同行評審

3 引文 斯高帕斯(Scopus)

摘要

The deployment of business intelligence (BI) involves complex processes of data reconfiguration and resource alignment. This study investigated whether the issues of data environment and profitability affect BI implementation for the manufacturers that have already adopted enterprise resource planning systems. We individually considered the factors of data warehousing, online analytical processing (OLAP), and data mining for the data environment, while return on assets, return on sales, and return on investment were transformed into a single component of profitability using principal component analysis. Through logistic regression, we determined that OLAP and data warehousing play important roles in the adoption of BI; however, data mining and profitability indicated no such influence.

原文???core.languages.en_GB???
主出版物標題Intelligent Information and Database Systems - 4th Asian Conference, ACIIDS 2012, Proceedings
頁面185-193
頁數9
版本PART 2
DOIs
出版狀態已出版 - 2012
事件4th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2012 - Kaohsiung, Taiwan
持續時間: 19 3月 201221 3月 2012

出版系列

名字Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
號碼PART 2
7197 LNAI
ISSN(列印)0302-9743
ISSN(電子)1611-3349

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???event.eventtypes.event.conference???4th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2012
國家/地區Taiwan
城市Kaohsiung
期間19/03/1221/03/12

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