Anthropologist view of social network analysis and data mining

被引:8
|
作者
Wolfe, Alvin W. [1 ]
机构
[1] Univ S Florida, Dept Anthropol, 4202 Fowler Ave SOC107, Tampa, FL 33620 USA
关键词
D O I
10.1007/s13278-010-0014-4
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
An anthropologist shares with the "SNA and data mining community'' his own anthropological perspective framed during more than five decades of network thinking about a broad range of anthropological problems. For 50 years he has viewed all people, things, and ideas in dynamic relationships. That perspective is a network perspective and at the same time anthropological, combining ethnographic, historical, holistic, and comparative views. It is valuable and beneficial to the community of scholars who use network analysis to try to understand what is going on, what went on before, and what the future prospects are. As an anthropologist, his interest is more in the wholes generated by network linkages-systems of households, bands, lineages, communities, corporations, governments-than in the individual persons linked. Even now, when personal network "communities'' are getting so much attention network analysis can clarify the more complex wholes such as multinational corporations and supranational systems. Those important entities and the problems they represent should not be left to economists and politicians. Concepts considered include system evolution and increasing complexity; anthropological views of transactions, relations, modes of transactions, spheres of transactions in multicentric economies, complexity across the full range of embedded networks-material, biological, and sociocultural. Social network analysis can help to define systems at various levels of integration, both within communities and in the widest conceivable supranational level. Techniques such as regular equivalence and block-modeling are useful in sorting the subsystems of complex systems. He concludes with hope that as improved methods of data mining and network analysis are developed, other anthropologists and social scientists will be able to measure the evolution of supranational sociocultural systems that involve both states and multinational corporations.
引用
收藏
页码:3 / 19
页数:17
相关论文
共 50 条
  • [1] Social network data analysis and mining applications for the Internet of Data
    Cuomo, Salvatore
    Maiorano, Francesco
    [J]. CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2018, 30 (15):
  • [2] Data mining through fuzzy social network analysis
    Nair, Premchand S.
    Sarasamma, Suseela T.
    [J]. NAFIPS 2007 - 2007 ANNUAL MEETING OF THE NORTH AMERICAN FUZZY INFORMATION PROCESSING SOCIETY, 2007, : 251 - +
  • [3] Study of Data Mining Algorithm in Social Network Analysis
    Zhang, Chang
    Jin, Yanfeng
    Jin, Wei
    Liu, Yu
    [J]. PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON MECHATRONICS, ROBOTICS AND AUTOMATION (ICMRA 2015), 2015, 15 : 1197 - 1202
  • [4] 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.
    [J]. PROCEEDINGS OF THE 2018 SECOND INTERNATIONAL CONFERENCE ON INVENTIVE COMMUNICATION AND COMPUTATIONAL TECHNOLOGIES (ICICCT), 2018, : 1862 - 1866
  • [5] Hacking Social Network Data Mining
    Alufaisan, Yasmeen
    Zhou, Yan
    Kantarcioglu, Murat
    Thuraisingham, Bhavani
    [J]. 2017 IEEE INTERNATIONAL CONFERENCE ON INTELLIGENCE AND SECURITY INFORMATICS (ISI), 2017, : 54 - 59
  • [6] Compressing and Mining Social Network Data
    Hryhoruk, Connor C. J.
    Leung, Carson K.
    [J]. PROCEEDINGS OF THE 2021 IEEE/ACM INTERNATIONAL CONFERENCE ON ADVANCES IN SOCIAL NETWORKS ANALYSIS AND MINING, ASONAM 2021, 2021, : 545 - 552
  • [7] Determining IT Student Profile Using Data Mining and Social Network Analysis
    Stanca, Liana
    Lacurezeanu, Ramona
    Tiron-Tudor, Adriana
    Bresfelean, Vasile Paul
    Pandelica, Ionut
    [J]. INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL, 2020, 15 (05) : 1 - 16
  • [8] Association Rule Mining in Social Network Data
    Mahoto, Naeem A.
    Shaikh, Anoud
    Nizamani, Shahzad
    [J]. COMMUNICATION TECHNOLOGIES, INFORMATION SECURITY AND SUSTAINABLE DEVELOPMENT, 2014, 414 : 149 - 160
  • [9] Looking for chimps - A social anthropologist's point of view
    Govoroff, N.
    [J]. FOLIA PRIMATOLOGICA, 2008, 79 (05) : 333 - 333
  • [10] On the Public Use of the Social Sciences: an Anthropologist's View
    Dei, Fabio
    [J]. SOCIOLOGICA-ITALIAN JOURNAL OF SOCIOLOGY ON LINE, 2007, (02):