An intelligent recommendation system and method for industrial Internet platform

被引:0
|
作者
Gu, Ran [1 ]
Meng, Qinglong [1 ]
Wang, Dan [1 ]
Ding, Wenkang [1 ]
Yang, Tianjia [1 ]
机构
[1] Qilu Univ Technol, Shandong Acad Sci, Shandong Comp Sci Ctr,Nat Supercomp Ctr Jinan, Shandong Prov Key Lab Comp Networks, 19 Keyuan Rd, Jinan 250014, Shandong, Peoples R China
关键词
Industrial Internet Platform; Recommendation System; Convolutional Neural Network; Attention Mechanism; Factorization Machine;
D O I
10.1109/IAEAC54830.2022.9930023
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In recent years, with the rise of the industrial Internet, more and more industrial Internet platforms have gradually emerged. The large amount of information on the industrial Internet platform makes it difficult for users to query relevant information that suits them. This is the information overload problem of the platform. The recommendation system is an effective method to effectively solve the information overload. This paper proposes a recommendation system for the industrial Internet platform, and designs a recommendation system and method for the industrial Internet platform based on convolutional neural network and attention mechanism combined with factorization machine. At the same time, it also solves the pain points of different importance of a certain product or information to different enterprise users according to the characteristics of the industrial Internet platform.
引用
收藏
页码:236 / 239
页数:4
相关论文
共 50 条
  • [1] Industrial Intelligent Optimization System Based on Industrial Internet Platform
    Wang, Qingchun
    Ma, Ge
    He, Sijia
    Huang, Qiyang
    Gu, Weixi
    PROCEEDINGS OF 2020 IEEE 11TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND SERVICE SCIENCE (ICSESS 2020), 2020, : 523 - 526
  • [2] Standard System of Electrical Equipment Intelligent IOT Platform Oriented to the Industrial Internet
    Sun M.
    Cui Q.
    Chen X.
    Wang S.
    Shen W.
    Sun Y.
    Huang T.
    Dianwang Jishu/Power System Technology, 2021, 45 (11): : 4594 - 4601
  • [3] Intelligent Promotions Recommendation System for Instaprom Platform
    Martin Pozo, Marcos
    Antonio Iglesias, Jose
    Ismael Ledezma, Agapito
    INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING - IDEAL 2014, 2014, 8669 : 231 - 238
  • [4] Manufacturing service recommendation method toward industrial internet platform considering the cooperative relationship among enterprises
    Wang, Lei
    Gao, Tianyi
    Zhou, Bin
    Tang, Hongtao
    Xiang, Feng
    EXPERT SYSTEMS WITH APPLICATIONS, 2022, 192
  • [5] Research on Intelligent Recommendation Method and its Application on Internet Bookstore
    Chen Qing-Zhang
    Pei Yu-Jie
    Jin Yan
    Zhang Li-Yan
    NANOTECHNOLOGY AND COMPUTER ENGINEERING, 2010, 121-122 : 447 - 452
  • [6] Industrial internet process management and platform construction in intelligent manufacturing based on blockchain
    Zhang Y.
    Xiang L.
    Chen W.
    Advanced Control for Applications: Engineering and Industrial Systems, 2024, 6 (04):
  • [7] Design and construction of industrial internet platform for digital twin intelligent ethylene plant
    Wang Z.
    Suo H.
    Zhao X.
    Yan Y.
    Huagong Jinzhan/Chemical Industry and Engineering Progress, 2023, 42 (10): : 5029 - 5036
  • [8] I3Mote: An Open Development Platform for the Intelligent Industrial Internet
    Martinez, Borja
    Vilajosana, Xavier
    Kim, Il Han
    Zhou, Jianwei
    Tuset-Peiro, Pere
    Xhafa, Ariton
    Poissonnier, Dominique
    Lu, Xiaolin
    SENSORS, 2017, 17 (05):
  • [9] An Intelligent Device Fault Diagnosis Method in Industrial Internet of Things
    Ning, D. J.
    Yu, Jingyang
    Huang, Junli
    2018 INTERNATIONAL SYMPOSIUM IN SENSING AND INSTRUMENTATION IN IOT ERA (ISSI), 2018,
  • [10] Construction of intelligent Internet factory based on industrial operating system
    Chu J.
    Tan Z.
    Yang M.
    Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS, 2019, 25 (12): : 3026 - 3031