The REThinkWASTE data integration and analytics platform for intelligent waste management

被引:0
|
作者
Livaldi, Andrea [1 ,2 ]
Bergamaschi, Sonia [1 ,2 ]
Orsini, Mirko [1 ]
Magnotta, Luca [1 ]
Venturi, Riccardo [3 ]
Gabri, Stefano [3 ]
机构
[1] DataRiver, Modena, Italy
[2] UniMoRe, Modena, Italy
[3] ETRA, Padua, Italy
关键词
Big Data; Data Analysis; Data Integration; ELT; Intelligent Waste Management; KPI; PAYT; KAYT;
D O I
10.1145/3632366.3632397
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The use of big data has grown rapidly in recent years, finding its way into various fields of use, from medicine to industry, from traffic flow optimisation to environmental protection. In the field of waste management, the European REthinkWASTE 1 project provided the opportunity for research and testing of new methods for intelligent waste management, leading to a better understanding of the problems in this area and solutions to solve them. This paper describes the results obtained in the REThinkWASTE project by exploiting MOMIS (Mediator EnvirOnment for Multiple Information Sources) [4], the open-source data integration system developed by UniMoRe and DataRiver. First, the architecture of the REThinkWASTE data integration and analysis platform and the choices made during the problem analysis phase are described. Next, the technologies used for Key Performance Indicator extraction are described and compared with the alternatives evaluated. The aim of the paper is to provide a valid example of the effectiveness of Big Data management and analysis technologies in a real-world scenario.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] Data Analytics Platform for the Optimization of Waste Management Procedures
    Vafeiadis, Thanasis
    Nizamis, Alexandros
    Pavlopoulos, Vissarion
    Giugliano, Luigi
    Rousopoulou, Vaia
    Ioannidis, Dimosthenis
    Tzovaras, Dimitrios
    2019 15TH INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING IN SENSOR SYSTEMS (DCOSS), 2019, : 333 - 338
  • [2] Data integration in scalable data analytics platform for process industries
    Sarnovsky, M.
    Bednar, P.
    Smatana, M.
    2017 IEEE 21ST INTERNATIONAL CONFERENCE ON INTELLIGENT ENGINEERING SYSTEMS (INES), 2017, : 187 - 192
  • [3] A health integrated platform for pharmacy clinical intervention data management and intelligent visual analytics and reporting
    Frestel, Jennifer
    Teoh, Stephanie Wai Khuan
    Broderick, Claire
    Dao, Anna
    Sajogo, Monica
    EXPLORATORY RESEARCH IN CLINICAL AND SOCIAL PHARMACY, 2023, 12
  • [4] A Platform for Urban Analytics and Semantic Data Integration in City Planning
    Psyllidis, Achilleas
    Bozzon, Alessandro
    Bocconi, Stefano
    Bolivar, Christiaan Titos
    COMPUTER-AIDED ARCHITECTURAL DESIGN: THE NEXT CITY - NEW TECHNOLOGIES AND THE FUTURE OF THE BUILT ENVIRONMENT, CAAD FUTURES 2015, 2015, 527 : 21 - 36
  • [5] A Health IT-Empowered Integrated Platform for Secure Vaccine Data Management and Intelligent Visual Analytics and Reporting
    Patel, Jay
    Dzomba, Bari
    Vo, Hoa
    Von Nessen-Scanlin, Susan
    Siminoff, Laura A.
    Wu, Huanmei
    HEALTHINF: PROCEEDINGS OF THE 15TH INTERNATIONAL JOINT CONFERENCE ON BIOMEDICAL ENGINEERING SYSTEMS AND TECHNOLOGIES - VOL 5: HEALTHINF, 2021, : 522 - 531
  • [6] INTELLIGENT RADIOACTIVE WASTE MANAGEMENT PLATFORM FOR RADIOACTIVE WASTE STORAGE FACILITIES
    Chen, Y. -C.
    Yu, Y. S.
    Chen, R. -S.
    Chou, I-Hsin
    Sun, H. M.
    Yeh, K. C.
    NUCLEAR TECHNOLOGY, 2013, 182 (03) : 358 - 368
  • [7] Intelligent data analytics is here to change engineering management
    Jonathan Jingsheng SHI
    Saixing ZENG
    Xiaohua MENG
    Frontiers of Engineering Management, 2017, (01) : 41 - 48
  • [8] Intelligent data analytics is here to change engineering management
    Jonathan Jingsheng SHI
    Saixing ZENG
    Xiaohua MENG
    Frontiers of Engineering Management, 2017, 4 (01) : 41 - 48
  • [9] An Interactive Visual Analytics Platform for Smart Intelligent Transportation Systems Management
    Kalamaras, Ilias
    Zamichos, Alexandros
    Salamanis, Athanasios
    Drosou, Anastasios
    Kehagias, Dionysios D.
    Margaritis, Georgios
    Papadopoulos, Stavros
    Tzovaras, Dimitrios
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2018, 19 (02) : 487 - 496
  • [10] Scalable Data Analytics Platform for Enterprise Backup Management
    Song, Yang
    Routray, Ramani
    Hou, Yangyang
    2014 IEEE NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM (NOMS), 2014,