An overview of recommender systems in the internet of things

被引:0
|
作者
Alexander Felfernig
Seda Polat-Erdeniz
Christoph Uran
Stefan Reiterer
Muesluem Atas
Thi Ngoc Trang Tran
Paolo Azzoni
Csaba Kiraly
Koustabh Dolui
机构
[1] Institute for Software Technology,
[2] Eurotech Group,undefined
[3] FBK CREATE-NET,undefined
来源
Journal of Intelligent Information Systems | 2019年 / 52卷
关键词
Recommender systems; Internet of things;
D O I
暂无
中图分类号
学科分类号
摘要
The Internet Of Things (IoT) is an emerging paradigm that envisions a networked infrastructure enabling different types of devices to be interconnected. It creates different kinds of artifacts (e.g., services and applications) in various application domains such as health monitoring, sports monitoring, animal monitoring, enhanced retail services, and smart homes. Recommendation technologies can help to more easily identify relevant artifacts and thus will become one of the key technologies in future IoT solutions. In this article, we provide an overview of existing applications of recommendation technologies in the IoT context and present new recommendation techniques on the basis of real-world IoT scenarios.
引用
收藏
页码:285 / 309
页数:24
相关论文
共 50 条
  • [1] An overview of recommender systems in the internet of things
    Felfernig, Alexander
    Polat-Erdeniz, Seda
    Uran, Christoph
    Reiterer, Stefan
    Atas, Muesluem
    Thi Ngoc Trang Tran
    Azzoni, Paolo
    Kiraly, Csaba
    Dolui, Koustabh
    JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, 2019, 52 (02) : 285 - 309
  • [2] A Framework for Cognitive Recommender Systems in the Internet of Things (IoT)
    HamlAbadi, Kamran Gholizadeh
    Saghiri, Ali Mohammad
    Vandati, Monireh
    TakhtFooladi, Mehdi Dehghan
    Meybodi, Mohammad Reza
    2017 IEEE 4TH INTERNATIONAL CONFERENCE ON KNOWLEDGE-BASED ENGINEERING AND INNOVATION (KBEI), 2017, : 971 - 976
  • [3] Recommender Searching Mechanism for Trust-Aware Recommender Systems in Internet of Things
    Yuan, Weiwei
    Guan, Donghai
    Shu, Lei
    Niu, Jianwei
    AUTOMATIKA, 2013, 54 (04) : 427 - 437
  • [4] A Framework Based on Internet of Things and Recommender Systems for Thermal Facilities
    Colace, Francesco
    Gaeta, Rosario
    Santaniello, Domenico
    Troiano, Alfredo
    Valentino, Carmine
    PROCEEDINGS OF NINTH INTERNATIONAL CONGRESS ON INFORMATION AND COMMUNICATION TECHNOLOGY, VOL 9, ICICT 2024, 2025, 1054 : 109 - 119
  • [5] An Overview on the Internet of Things for Health Monitoring Systems
    Ahmed, Mobyen Uddin
    Bjorkman, Mats
    Causevic, Aida
    Fotouhi, Hossein
    Linden, Maria
    INTERNET OF THINGS: IOT INFRASTRUCTURES, PT I, 2016, 169 : 429 - 436
  • [6] A Survey on Recommender Systems for Internet of Things: Techniques, Applications and Future Directions
    Altulyan, May
    Yao, Lina
    Wang, Xianzhi
    Huang, Chaoran
    Kanhere, Salil S.
    Sheng, Quan Z.
    COMPUTER JOURNAL, 2022, 65 (08): : 2098 - 2132
  • [7] An Overview of the Internet of Things Closed Source Operating Systems
    Al-Sakran, Aya
    Qutqut, Mahmoud H.
    Almasalha, Fadi
    Hassanein, Hossam S.
    Hijjawi, Mohammad
    2018 14TH INTERNATIONAL WIRELESS COMMUNICATIONS & MOBILE COMPUTING CONFERENCE (IWCMC), 2018, : 291 - 297
  • [8] The Internet of Things: An Overview and New Perspectives in Systems Design
    Chuah, Jun Wei
    2014 14TH INTERNATIONAL SYMPOSIUM ON INTEGRATED CIRCUITS (ISIC), 2014, : 216 - 219
  • [9] Overview of Internet of Things
    Zhen Yan
    Li Xiang-zhen
    Wang Hong-yu
    Zeng Ling-kang
    Chen Xi
    12TH ANNUAL MEETING OF CHINA ASSOCIATION FOR SCIENCE AND TECHNOLOGY ON INFORMATION AND COMMUNICATION TECHNOLOGY AND SMART GRID, 2010, : 542 - 547
  • [10] Recommender Systems: An Overview
    Burke, Robin
    Felfernig, Alexander
    Goeker, Mehmet H.
    AI MAGAZINE, 2011, 32 (03) : 13 - 18