Big Data analytics and facilities management: a case study

被引:16
|
作者
Yang, Eunhwa [1 ]
Bayapu, Ipsitha [1 ]
机构
[1] Georgia Inst Technol, Sch Bldg Construct, Coll Design, Atlanta, GA 30332 USA
关键词
Big data; Case studies; Facilities management; Higher education; Data analytics; Data-driven decision-making; BUILDINGS;
D O I
10.1108/F-01-2019-0007
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Purpose This paper aims to investigate data elements, transfer, gaps and the challenges to implement data analytics in facilities management. The goal is not to search for a definite solution but to gather necessary information, understand the challenges faced and develop a proper foundation for future study. Design/methodology/approach This paper used a case study approach with a qualitative method. The case of the Georgia Institute of Technology was investigated by having a semi-structured interview with six relevant personnel. The recorded interview content was analyzed and presented based on six work processes. Findings Higher education institutions are taking initiatives but facing challenges in implementing data analytics. There were 36 software tools used to manage different aspects of facilities at Georgia Tech. Identified data elements and data processing indicated that major challenges for data-driven decision-making were inconsistency in data input and structure, the issue of interoperability among different software tools and a lack of software training. Originality/value Facilities management departments in higher education institutions perform multi-disciplinary functions, including building automation, continuous commissioning and preventative maintenance, all of which are data- and technology-intensive. Managing this overwhelming amount of information is often a challenge, but well-planned data analytics can be used to draw keen insights about any aspect of facilities management and operations and assist in evidence-based decision-making.
引用
收藏
页码:268 / 281
页数:14
相关论文
共 50 条
  • [31] A multiple-case study on the adoption of customer relationship management and big data analytics in the automotive industry
    Hu, Lala
    Basiglio, Angela
    TQM JOURNAL, 2023, 36 (09): : 1 - 21
  • [32] Leverage big data analytics for dynamic informed decisions with advanced case management
    Osuszek, Lukasz
    Stanek, Stanislaw
    Twardowski, Zbigniew
    JOURNAL OF DECISION SYSTEMS, 2016, 25 : 436 - 449
  • [33] Big Data Management: A Case Study on Medical Data
    Sulea, Vlad
    Ciuciu, Ioana
    ON THE MOVE TO MEANINGFUL INTERNET SYSTEMS, OTM 2019, 2020, 11878 : 194 - 198
  • [34] On using MapReduce to scale algorithms for Big Data analytics: a case study
    Kijsanayothin, Phongphun
    Chalumporn, Gantaphon
    Hewett, Rattikorn
    JOURNAL OF BIG DATA, 2019, 6 (01)
  • [35] From Big Data to business analytics: The case study of churn prediction
    Zdravevski, Eftim
    Lameski, Petre
    Apanowicz, Cas
    Slezak, Dominik
    APPLIED SOFT COMPUTING, 2020, 90
  • [36] On using MapReduce to scale algorithms for Big Data analytics: a case study
    Phongphun Kijsanayothin
    Gantaphon Chalumporn
    Rattikorn Hewett
    Journal of Big Data, 6
  • [37] Demystifying Transportation using Big Data Analytics A Chicago Case Study
    Trueblood, Fletcher
    Rodriguez, David
    Hernandez, Jese
    Salomon, Michelle
    Soundarajan, Sanjay
    Pirouz, Matin
    2019 6TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND COMPUTATIONAL INTELLIGENCE (CSCI 2019), 2019, : 1281 - 1286
  • [38] Big Data and Analytics: Case Study of Good Governance and Government Power
    Gul, Raazia
    Ahsan, Ali
    PROCEEDINGS OF THE 10TH EUROPEAN CONFERENCE ON INTANGIBLES AND INTELLECTUAL CAPITAL (ECIIC 2019), 2019, : 128 - 134
  • [39] Agent-Based Big Data Analytics in Retailing: A Case Study
    Ahmed, Firas D.
    Majid, Mazlina Binti Abdul
    Jaber, Aws Naser
    Ahmad, Mohd Sharifuddin
    2015 4TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND COMPUTER SYSTEMS (ICSECS), 2015, : 67 - 72
  • [40] Driver's State Monitoring: A Case Study on Big Data Analytics
    Barua, Shaibal
    Begum, Shahina
    Ahmed, Mobyen Uddin
    INTERNET OF THINGS TECHNOLOGIES FOR HEALTHCARE, HEALTHYIOT 2016, 2016, 187 : 145 - 147