Business Analytics in the Context of Big Data: A Roadmap for Research

被引:0
|
作者
Phillips-Wren, Gloria [1 ]
Iyer, Lakshmi S. [2 ]
Kulkarni, Uday [3 ]
Ariyachandra, Thilini [4 ]
机构
[1] Loyola Univ Maryland, Informat Syst & Operat Management, Baltimore, MD USA
[2] Univ N Carolina, Grad Programs Informat Syst & Supply Chain Manage, Greensboro, NC 27412 USA
[3] Arizona State Univ, Informat Syst, Tempe, AZ 85287 USA
[4] Xavier Univ, Management Informat Syst, Cincinnati, OH 45207 USA
关键词
Business Intelligence; Business Analytics; Big Data; Decision Support; Data Governance; Unstructured Data; Framework; Data Scientist;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper builds on academic and industry discussions from the 2012 and 2013 pre-ICIS events: BI Congress III and the Special Interest Group on Decision Support Systems (SIGDSS) workshop, respectively. Recognizing the potential of "big data" to offer new insights for decision making and innovation, panelists at the two events discussed how organizations can use and manage big data for competitive advantage. In addition, expert panelists helped to identify research gaps. While emerging research in the academic community identifies some of the issues in acquiring, analyzing, and using big data, many of the new developments are occurring in the practitioner community. We bridge the gap between academic and practitioner research by presenting a big data analytics framework that depicts a process view of the components needed for big data analytics in organizations. Using practitioner interviews and literature from both academia and practice, we identify the current state of big data research guided by the framework and propose potential areas for future research to increase the relevance of academic research to practice.
引用
收藏
页码:448 / 472
页数:25
相关论文
共 50 条
  • [1] Business Context in Big Data Analytics
    Loan Thi Ngoc Dinh
    Karmakar, Gour
    Kamruzzaman, Joarder
    Stranieri, Andrew
    2015 10TH INTERNATIONAL CONFERENCE ON INFORMATION, COMMUNICATIONS AND SIGNAL PROCESSING (ICICS), 2015,
  • [2] Business Process Analytics and Big Data Systems: A Roadmap to Bridge the Gap
    Sakr, Sherif
    Maamar, Zakaria
    Awad, Ahmed
    Benatallah, Boualem
    Van Der Aalst, Wil M. P.
    IEEE ACCESS, 2018, 6 : 77308 - 77320
  • [3] A Data-Driven Framework for Business Analytics in the Context of Big Data
    Lu, Jing
    NEW TRENDS IN DATABASES AND INFORMATION SYSTEMS, ADBIS 2018, 2018, 909 : 339 - 351
  • [4] A survey on context awareness in big data analytics for business applications
    Loan Thi Ngoc Dinh
    Karmakar, Gour
    Kamruzzaman, Joarder
    KNOWLEDGE AND INFORMATION SYSTEMS, 2020, 62 (09) : 3387 - 3415
  • [5] A survey on context awareness in big data analytics for business applications
    Loan Thi Ngoc Dinh
    Gour Karmakar
    Joarder Kamruzzaman
    Knowledge and Information Systems, 2020, 62 : 3387 - 3415
  • [6] Big data analytics and business analytics
    Duan, Lian
    Xiong, Ye
    JOURNAL OF MANAGEMENT ANALYTICS, 2015, 2 (01) : 1 - 21
  • [7] Business analytics and big data research in information systems
    Janiesch, Christian
    Dinter, Barbara
    Mikalef, Patrick
    Tona, Olgerta
    JOURNAL OF BUSINESS ANALYTICS, 2022, 5 (01) : 1 - 7
  • [8] Big data and business analytics: A research agenda for realizing business value
    Mikalef, Patrick
    Pappas, Ilias O.
    Krogstie, John
    Pavlou, Paul A.
    INFORMATION & MANAGEMENT, 2020, 57 (01)
  • [9] Business Analytics and Big Data
    de Vasconcelos, Jose Braga
    Rocha, Alvaro
    INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT, 2019, 46 : 250 - 251
  • [10] Business analytics and big data
    de Vasconcelos J.B.
    Rocha Á.
    International Journal of Information Management, 2019, 46 : 320 - 321