Recommendation service for big data applications in smart cities

被引：2
|
作者：
Palaiokrassas, Georgios [1 ]
Charlaftis, Vassilios [1 ]
Litke, Antonios [1 ]
Varvarigou, Theodora [1 ]
机构：
[1] Natl Tech Univ Athens, Elect & Comp Engn Dept, Athens, Greece
来源：
2017 INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING & SIMULATION (HPCS) | 2017年
基金：
欧盟地平线“2020”;
关键词：
Smart cities; Internet of Things; Big Data; Graph data bases; Neo4j; recommendation systems; SYSTEMS;
D O I：
10.1109/HPCS.2017.41
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper we present a recommendation service based on Neo4j graph data base which is applied in the context of smart cities application and leverages the potential of big data. The current work studies a modelling approach for user generated data combined with open big data and proceeds with the appropriate reference implementation and experimentation to validate recommendation services for innovative citizen-centric applications. Moreover, we study and validate performance issues of this Neo4j based recommendation service and evaluate it as a useful appliance for real-time big data application.
引用
收藏
页码：217 / 223
页数：7
相关论文
共 50 条
  • [1] Big Data Applications in Smart Cities
    Alshawish, Raja A.
    Alfagih, Salma A. M.
    Musbah, Mohamed S.
    2016 INTERNATIONAL CONFERENCE ON ENGINEERING & MIS (ICEMIS), 2016,
  • [2] Applications of big data to smart cities
    Al Nuaimi, Eiman
    Al Neyadi, Hind
    Mohamed, Nader
    Al-Jaroodi, Jameela
    JOURNAL OF INTERNET SERVICES AND APPLICATIONS, 2015, 6 : 1 - 15
  • [3] Smart Cities in Taiwan: A Perspective on Big Data Applications
    Wu, Shiann Ming
    Chen, Tsung-chun
    Wu, Yenchun Jim
    Lytras, Miltiadis
    SUSTAINABILITY, 2018, 10 (01)
  • [4] Big Data for smart cities; [Big Data für Smart Cities]
    Fasel D.
    Informatik-Spektrum, 2017, 40 (1) : 14 - 24
  • [5] Big data analytics and smart cities: applications, challenges, and opportunities
    Cesario, Eugenio
    FRONTIERS IN BIG DATA, 2023, 6
  • [6] Big data in smart cities
    LI DeRen
    CAO JianJun
    YAO Yuan
    ScienceChina(InformationSciences), 2015, 58 (10) : 179 - 190
  • [7] Big Data for smart cities
    Big Data für Smart Cities
    Fasel, Daniel, 1600, Springer Verlag (40):
  • [8] Smart cities, big data
    Batty, Michael
    ENVIRONMENT AND PLANNING B-PLANNING & DESIGN, 2012, 39 (02): : 191 - 193
  • [9] Big data in smart cities
    Li DeRen
    Cao JianJun
    Yao Yuan
    SCIENCE CHINA-INFORMATION SCIENCES, 2015, 58 (10) : 1 - 12
  • [10] Service-Oriented Architecture for Big Data Analytics in Smart Cities
    Al-Jaroodi, Jameela
    Mohamed, Nader
    2018 18TH IEEE/ACM INTERNATIONAL SYMPOSIUM ON CLUSTER, CLOUD AND GRID COMPUTING (CCGRID), 2018, : 633 - 640
12345