Mining Social Networks from Linked Open Data

被引：4
|
作者：
Ghawi, Raji [1 ]
Pfeffer, Juergen [1 ]
机构：
[1] Tech Univ Munich, Bavarian Sch Publ Policy, Munich, Germany
来源：
GRAPH-BASED REPRESENTATION AND REASONING (ICCS 2019) | 2019年 / 11530卷
关键词：
LOD; SNA; RDF; SPARQL algebra; Extraction patterns;
D O I：
10.1007/978-3-030-23182-8_16
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The richness and openness of Linked Open Data (LOD) make them invaluable resources of information, and create new opportunities for many areas of application. In this paper, we address the exploitation of LOD by utilizing SPARQL queries in order to extract social networks of entities. This enables the application of techniques from Social Network Analysis to study social interactions among entities, providing deep insights into their latent social structure.
引用
收藏
页码：221 / 229
页数：9
相关论文
共 50 条
  • [1] Data Mining for Social Networks Open Data Analysis
    Spiridonov, Roman E.
    Cvetkov, Vladislav D.
    Yurchik, Oleg M.
    2017 IEEE II INTERNATIONAL CONFERENCE ON CONTROL IN TECHNICAL SYSTEMS (CTS), 2017, : 395 - 396
  • [2] Extracting Ego-Centric Social Networks from Linked Open Data
    Ghawi, Raji
    Schoenfeld, Mirco
    Pfeffer, Jurgen
    2019 IEEE/WIC/ACM INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE (WI 2019), 2019, : 471 - 477
  • [3] Extraction Patterns to Derive Social Networks from Linked Open Data Using SPARQL
    Ghawi, Raji
    Pfeffer, Juergen
    INFORMATION, 2020, 11 (07) : 1 - 21
  • [4] Linked Open Data Mining for Democratization of Big Data
    Espinosa, Roberto
    Garriga, Larisa
    Jacobo Zubcoff, Jose
    Mazon, Jose-Norberto
    2014 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2014,
  • [5] Data mining in social networks
    Jensen, D
    Neville, J
    DYNAMIC SOCIAL NETWORK MODELING AND ANALYSIS, 2003, : 289 - 302
  • [6] CULTURAL DATA MINING IN SOCIAL NETWORKS
    Papaioannou, Evi
    Schiza, Elpida
    4TH INTERNATIONAL CONFERENCE ON EDUCATION AND SOCIAL SCIENCES (INTCESS 2017), 2017, : 411 - 420
  • [7] Leveraging linked open data information extraction for data mining applications
    Mahule, Rajesh
    Vyas, Om Prakash
    TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, 2016, 24 (06) : 4874 - 4884
  • [8] Data mining and linked open data - New perspectives for data analysis in environmental research
    Lausch, Angela
    Schmidt, Andreas
    Tischendorf, Lutz
    ECOLOGICAL MODELLING, 2015, 295 : 5 - 17
  • [9] Data mining of social networks represented as graphs
    Nettleton, David F.
    COMPUTER SCIENCE REVIEW, 2013, 7 : 1 - 34
  • [10] Improving Opinion Mining in Social Networks Data
    Mahmoud, Shaimaa
    Hussein, Mahmoud
    Keshk, Arabi
    29TH INTERNATIONAL CONFERENCE ON COMPUTER THEORY AND APPLICATIONS (ICCTA 2019), 2019, : 68 - 72
12345