Business Analytics-Based Enterprise Information Systems

被引:48
|
作者
Sun, Zhaohao [1 ]
Strang, Kenneth [2 ]
Firmin, Sally [3 ]
机构
[1] PNG Univ Technol, Lae, Papua N Guinea
[2] SUNY Coll Plattsburgh, Plattsburgh, NY 12901 USA
[3] Federat Univ Australia, Ballarat, Vic, Australia
关键词
Business analytics; big data analytics; enterprise information systems; business intelligence; service oriented architecture; DECISION-SUPPORT-SYSTEMS; BIG DATA;
D O I
10.1080/08874417.2016.1183977
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Big data analytics and business analytics are a disruptive technology and innovative solution for enterprise development. However, what is the relationship between business analytics, big data analytics, and enterprise information systems (EIS)? How can business analytics enhance the development of EIS? How can analytics be incorporated into EIS? These are still big issues. This article addresses these three issues by proposing ontology of business analytics, presenting an analytics service-oriented architecture (ASOA) and applying ASOA to EIS, where our surveyed data analysis showed that the proposed ASOA is viable for developing EIS. This article then examines incorporation of business analytics into EIS through proposing a model for business analytics service-based EIS, or ASEIS for short. The proposed approach in this article might facilitate the research and development of EIS, business analytics, big data analytics, and business intelligence.
引用
收藏
页码:169 / 178
页数:10
相关论文
共 50 条
  • [21] From Web Analytics to Product Analytics: The Internet of Things as a New Data Source for Enterprise Information Systems
    Klat, Wilhelm
    Stummer, Christian
    Decker, Reinhold
    RESEARCH AND PRACTICAL ISSUES OF ENTERPRISE INFORMATION SYSTEMS, 10TH IFIP WG 8.9 WORKING CONFERENCE, CONFENIS 2016, 2016, 268 : 145 - 155
  • [22] The role of nontechnical skills in providing value in analytics-based decision culture
    Mitchell, Robert B.
    Woolridge, Richard W.
    Johnson, Vess
    JOURNAL OF EDUCATION FOR BUSINESS, 2021, 96 (01) : 1 - 9
  • [23] Integration of Professional Certifications with Information Systems Business Analytics Track Curriculum
    Shim, Kyong Jin
    Gottipati, Swapna
    Lau, Yi Meng
    PROCEEDINGS OF THE 2021 IEEE GLOBAL ENGINEERING EDUCATION CONFERENCE (EDUCON), 2021, : 1343 - 1350
  • [24] Process innovation laboratory: a new approach to business process innovation based on enterprise information systems
    Moller, C.
    ENTERPRISE INFORMATION SYSTEMS, 2007, 1 (01) : 113 - 128
  • [25] Analysis of Possibilities of Business Analytics Systems for Healthcare
    Ilin, Igor
    Levina, Anastasia
    Dubgorn, Alissa
    Lepekhin, Aleksandr
    EDUCATION EXCELLENCE AND INNOVATION MANAGEMENT: A 2025 VISION TO SUSTAIN ECONOMIC DEVELOPMENT DURING GLOBAL CHALLENGES, 2020, : 18610 - 18618
  • [26] A Predictive Analytics-Based Decision Support System for Drug Courts
    Zolbanin, Hamed M.
    Delen, Dursun
    Crosby, Durand
    Wright, David
    INFORMATION SYSTEMS FRONTIERS, 2020, 22 (06) : 1323 - 1342
  • [27] Finding Pluto: An Analytics-Based Approach to Safety Data Ecosystems
    Barker, Thomas T.
    SAFETY AND HEALTH AT WORK, 2021, 12 (01) : 1 - 9
  • [28] A Hybrid Infrastructure of Enterprise Architecture and Business Intelligence & Analytics for Knowledge Management in Education
    Moscoso-Zea, Oswaldo
    Castro, Jorge
    Paredes-Gualtor, Joel
    Lujan-Mora, Sergio
    IEEE ACCESS, 2019, 7 : 38778 - 38788
  • [29] Enabling supply chain analytics for enterprise information systems: a topic modelling literature review and future research agenda
    Asmussen, Claus Boye
    Moller, Charles
    ENTERPRISE INFORMATION SYSTEMS, 2020, 14 (05) : 563 - 610
  • [30] The role of management in fostering analytics: the shift from intuition to analytics-based derision-making
    Korherr, Philipp
    Kanbach, Dominik K.
    Kraus, Sascha
    Jones, Paul
    JOURNAL OF DECISION SYSTEMS, 2023, 32 (03) : 600 - 616