Study of data mining in social network analysis

被引:0
|
作者
Beijing University of Posts and Telecommunications, Beijing, China [1 ]
不详 [2 ]
机构
[1] Beijing University of Posts and Telecommunications, Beijing
[2] Shijiazhuang Post & Telecommunication Technical College, Shijiazhuang
来源
J. Inf. Comput. Sci. | / 16卷 / 5947-5955期
关键词
Data mining; Graph analysis; Link proportion; Social network analysis; Social structure;
D O I
10.12733/jics20106851
中图分类号
学科分类号
摘要
As a high-tech subject, data mining is more and more popular than before. Application of data mining in social networks will be mainly discussed here. Some mining methods and algorithms will be introduced to describe the social network. Method based on similarity measurement and statistics are useful here to analyze social networks, moreover, some specific datasets are used to analyze the characters of social networks by Ucinet which is very powerful data mining software. The Zachary club social networks subgroup, density, link proportion can be found from analysis. © 2015 by Binary Information Press
引用
收藏
页码:5947 / 5955
页数:8
相关论文
共 50 条
  • [1] Study of Data Mining Algorithm in Social Network Analysis
    Zhang, Chang
    Jin, Yanfeng
    Jin, Wei
    Liu, Yu
    PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON MECHATRONICS, ROBOTICS AND AUTOMATION (ICMRA 2015), 2015, 15 : 1197 - 1202
  • [2] Compressing and Mining Social Network Data
    Hryhoruk, Connor C. J.
    Leung, Carson K.
    PROCEEDINGS OF THE 2021 IEEE/ACM INTERNATIONAL CONFERENCE ON ADVANCES IN SOCIAL NETWORKS ANALYSIS AND MINING, ASONAM 2021, 2021, : 545 - 552
  • [3] Social network data analysis and mining applications for the Internet of Data
    Cuomo, Salvatore
    Maiorano, Francesco
    CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2018, 30 (15)
  • [4] Determining IT Student Profile Using Data Mining and Social Network Analysis
    Stanca, Liana
    Lacurezeanu, Ramona
    Tiron-Tudor, Adriana
    Bresfelean, Vasile Paul
    Pandelica, Ionut
    INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL, 2020, 15 (05) : 1 - 16
  • [5] Enhancing decision-making support by mining social media data with social network analysis
    Freire, Manuela
    Antunes, Francisco
    Costa, Joao Paulo
    SOCIAL NETWORK ANALYSIS AND MINING, 2023, 13 (01)
  • [6] Enhancing decision-making support by mining social media data with social network analysis
    Manuela Freire
    Francisco Antunes
    João Paulo Costa
    Social Network Analysis and Mining, 13
  • [7] Learning Styles Prediction Using Social Network Analysis and Data Mining Algorithms
    Benabdelouahab, Soukaina
    El Bouhdidi, Jaber
    El Younoussi, Yacine
    de Gea, Juan M. Carrillo
    EMERGING TRENDS IN INTELLIGENT SYSTEMS & NETWORK SECURITY, 2023, 147 : 315 - 322
  • [8] A survey of data mining and social network analysis based anomaly detection techniques
    Kaur, Ravneet
    Singh, Sarbjeet
    EGYPTIAN INFORMATICS JOURNAL, 2016, 17 (02) : 199 - 216
  • [9] Social Network Analysis and Data Mining: An Application to the E-Learning Context
    Palazuelos, Camilo
    Garcia-Saiz, Diego
    Zorrilla, Marta
    COMPUTATIONAL COLLECTIVE INTELLIGENCE: TECHNOLOGIES AND APPLICATIONS, 2013, 8083 : 651 - 660
  • [10] Data Mining Approach for Anomaly Detection in Social Network Analysis
    Sudha, M. Swarna
    Priya, K. Arun
    Lakshmi, A. Kanaka
    Kruthika, A.
    Priya, D. Lakshmi
    Valarmathi, K.
    PROCEEDINGS OF THE 2018 SECOND INTERNATIONAL CONFERENCE ON INVENTIVE COMMUNICATION AND COMPUTATIONAL TECHNOLOGIES (ICICCT), 2018, : 1862 - 1866