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
  • [21] Interactive AI Virtual Teaching Resource Intelligent Recommendation Algorithm Based on Similarity Measurement on the Internet of Things Platform
    Fan, Ying
    JOURNAL OF TESTING AND EVALUATION, 2024, 52 (03) : 1650 - 1662
  • [22] The Growth Model of Industrial Internet Platform in Industrial 4.0
    Wang, Lei
    Ye, Zi
    Zhang, Rui
    Lin, Jing
    Chen, Fei
    Tang, Fangqing
    WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2022, 2022
  • [23] Design of an interactive fashion recommendation platform with intelligent systems
    Vuruskan, Arzu
    Demirkiran, Gokhan
    Bulgun, Ender
    Ince, Turker
    Guzelis, Cuneyt
    INDUSTRIA TEXTILA, 2024, 75 (02): : 177 - 184
  • [24] BookCeption: A Proposed Framework for an Artificially Intelligent Recommendation Platform
    Khanom, Aniqa Zaida
    Farzana, Sheikh Mastura
    Rahman, Tahsinur
    Mobin, Iftekharul
    2019 8TH INTERNATIONAL CONFERENCE ON SOFTWARE AND COMPUTER APPLICATIONS (ICSCA 2019), 2019, : 253 - 257
  • [25] Intelligent Travel Chatbot for Predictive Recommendation in Echo Platform
    Argal, Ashay
    Gupta, Siddharth
    Modi, Ajay
    Pandey, Pratik
    Shim, Simon
    Choo, Chang
    2018 IEEE 8TH ANNUAL COMPUTING AND COMMUNICATION WORKSHOP AND CONFERENCE (CCWC), 2018, : 176 - 183
  • [26] An Agent based Platform for Resources Recommendation in Internet of Things
    Forestiero, Agostino
    Papuzzo, Giuseppe
    PROCEEDINGS OF THE 22ND INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS (ICEIS), VOL 1, 2020, : 775 - 779
  • [27] Service Recommendation of Industrial Software Components for Diversified Applications in Industrial Internet
    Liu, JunJian
    Cheng, Lianglun
    Ni, Mingzhe
    Wang, Tao
    2024 29TH INTERNATIONAL CONFERENCE ON AUTOMATION AND COMPUTING, ICAC 2024, 2024, : 299 - 304
  • [28] The missing data filling method of the industrial internet platform based on rules and lightGBM
    Yu, Qingmin
    Guan, Xin
    Zhai, Yong
    Meng, Zhaoteng
    IFAC PAPERSONLINE, 2020, 53 (05): : 152 - 157
  • [29] Intelligent medical systems on Internet technologies platform
    Zielosko, B
    Dyszkiewicz, A
    MONITORING, SECURITY, AND RESCUE TECHNIQUES IN MULTIAGENT SYSTEMS, 2005, : 589 - 594
  • [30] Intelligent manufacturing production line data monitoring system for industrial internet of things
    Chen, Wei
    COMPUTER COMMUNICATIONS, 2020, 151 : 31 - 41