BIG DATA ANALYTICS: ACHIEVEMENTS, CHALLENGES, AND RESEARCH TRENDS

被引:3
|
作者
Vaz Henriques, Andre Coelho [1 ]
Meirelles, Fernando de Souza [1 ]
Viegas Cortez da Cunha, Maria Alexandra [1 ]
机构
[1] Fundacao Getulio Vargas, Rio De Janeiro, Brazil
来源
关键词
Big data; Analytics; Business Intelligence; Datification; Data Science; INFORMATION-SYSTEMS; BUSINESS INTELLIGENCE; PRIVACY; MODELS;
D O I
10.14807/ijmp.v11i4.1085
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Big data applications combined with analytical tools foster prediction techniques that impact societal, economic, and political changes. After almost a decade of studies, this paper proposes to identify major debates on big data analytics, presenting its evolution over the past years and identifying its research tendencies. We limited our research to the top eight journals in information systems. Our findings suggest that big data analytics is apparently reaching a plateau, which might be confirmed by publications in the following years. The paper contributes to the current debate on big data by identifying ongoing studies in the research community. In addition, it provides a critical analysis of the field development, from its perceived benefits to its unimagined consequences. Finally, we conclude that other perspectives on big data analytics might include a new wave of studies and that new paths beyond productivity gains can be explored.
引用
收藏
页码:1201 / 1222
页数:22
相关论文
共 50 条
  • [21] Big Data Analytics in Education: Prospects and Challenges
    Hossain, Syed Akhter
    2015 4TH INTERNATIONAL CONFERENCE ON RELIABILITY, INFOCOM TECHNOLOGIES AND OPTIMIZATION (ICRITO) (TRENDS AND FUTURE DIRECTIONS), 2015,
  • [22] Big Data Analytics for Security and Privacy Challenges
    Mishra, Aditya Dev
    Singh, Youddha Beer
    2016 IEEE INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATION AND AUTOMATION (ICCCA), 2016, : 50 - 53
  • [23] Challenges of Cloud Computing & Big Data Analytics
    Gupta, Anita
    Mehrotra, Abhay
    Khan, P. M.
    2015 2ND INTERNATIONAL CONFERENCE ON COMPUTING FOR SUSTAINABLE GLOBAL DEVELOPMENT (INDIACOM), 2015, : 1112 - 1115
  • [24] Challenges of Feature Selection for Big Data Analytics
    Li, Jundong
    Liu, Huan
    IEEE INTELLIGENT SYSTEMS, 2017, 32 (02) : 9 - 15
  • [25] Challenges in Big Data Analytics Techniques: A Survey
    Komalavalli, C.
    Laroiya, Chetna
    2019 9TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING, DATA SCIENCE & ENGINEERING (CONFLUENCE 2019), 2019, : 223 - 228
  • [26] Challenges of Privacy Protection in Big Data Analytics
    Jensen, Meiko
    2013 IEEE INTERNATIONAL CONGRESS ON BIG DATA, 2013, : 235 - 238
  • [27] Big Data Analytics: Security and Privacy Challenges
    Gahi, Youssef
    Guennoun, Mouhcine
    Mouftah, Hussein T.
    2016 IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATION (ISCC), 2016, : 952 - 957
  • [28] Challenges of Feature Selection for Big Data Analytics
    Li J.
    Liu H.
    1600, Institute of Electrical and Electronics Engineers Inc., United States (32): : 9 - 15
  • [29] Biological Big Data Analytics: Challenges and Algorithms
    Rajasekaran, Sanguthevar
    2017 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE (BIBM), 2017, : 1 - 1
  • [30] Software Analytics: Achievements and Challenges
    Zhang, Dongmei
    Xie, Tao
    PROCEEDINGS OF THE 35TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING (ICSE 2013), 2013, : 1487 - 1487