Hybrid Approach for Link Prediction using Supervised Machine Learning in Social Networks: Combining Global and Local Features

被引：0
|
作者：
Kumar, Shambhu [1 ]
Jain, Arti [1 ]
Bisht, Dinesh [2 ]
机构：
[1] Computer Science & Engineering and Information Technology, Jaypee Institute of Information Technology, Noida, India
[2] Department of Mathematics, Jaypee Institute of Information Technology, Noida, India
来源：
ACM International Conference Proceeding Series | 2023年
关键词：
Compilation and indexing terms; Copyright 2024 Elsevier Inc;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Forecasting - Learning systems - Support vector machines
引用
收藏
页码：591 / 597
相关论文
共 50 条
  • [21] Link prediction in weighted social networks using learning automata
    Moradabadi, Behnaz
    Meybodi, Mohammad Reza
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2018, 70 : 16 - 24
  • [22] A New Method for Link Prediction Using Various Features in Social Networks
    Zhang Yu
    Gao Kening
    Li Feng
    Yu Ge
    2014 11TH WEB INFORMATION SYSTEM AND APPLICATION CONFERENCE (WISA), 2014, : 144 - 147
  • [23] Supervised Link Prediction in Social Networks with Positive and Unlabeled Examples
    Phi Vu Tran
    MILITARY OPERATIONS RESEARCH, 2013, 18 (03) : 53 - 62
  • [24] A hybrid approach for enhanced link prediction in social networks based on community detection
    Kerkache, Mohamed Hassen
    Sadeg-Belkacem, Lamia
    Benbouzid-Si Tayeb, Fatima
    INTERNATIONAL JOURNAL OF GENERAL SYSTEMS, 2024, 53 (02) : 154 - 183
  • [25] Link prediction in fuzzy social networks using distributed learning automata
    Moradabadi, Behnaz
    Meybodi, Mohammad Reza
    APPLIED INTELLIGENCE, 2017, 47 (03) : 837 - 849
  • [26] Link prediction in fuzzy social networks using distributed learning automata
    Behnaz Moradabadi
    Mohammad Reza Meybodi
    Applied Intelligence, 2017, 47 : 837 - 849
  • [27] Features for link prediction in social networks: a comprehensive study
    Liu, Feng
    Liu, Bingquan
    Wang, Xiaolong
    Liu, Ming
    Wang, Baoxun
    PROCEEDINGS 2012 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2012, : 1706 - 1711
  • [28] Evolutionary Features for Dynamic Link Prediction in Social Networks
    Choudhury, Nazim
    Uddin, Shahadat
    APPLIED SCIENCES-BASEL, 2023, 13 (05):
  • [29] Supervised Learning Using Community Detection for Link Prediction
    Kerkache, Mohamed Hassen
    Sadeg-Belkacem, Lamia
    Tayeb, Fatima Benbouzid-Si
    Ali, Amri
    ADVANCES IN COMPUTING SYSTEMS AND APPLICATIONS, 2022, 513 : 85 - 94
  • [30] A differential machine learning approach for trust prediction in signed social networks
    Abadeh, Maryam Nooraei
    Mirzaie, Mansooreh
    JOURNAL OF SUPERCOMPUTING, 2023, 79 (09): : 9443 - 9466
12345