Learning Ontology from Big Data through MongoDB Database

被引：0
|
作者：
Abbes, Hanen [1 ]
Boukettaya, Soumaya [1 ]
Gargouri, Faiez [1 ]
机构：
[1] Sfax Univ, Higher Inst Comp Sci & Multimedia, MIRACL Lab, Sfax, Tunisia
来源：
2015 IEEE/ACS 12TH INTERNATIONAL CONFERENCE OF COMPUTER SYSTEMS AND APPLICATIONS (AICCSA) | 2015年
关键词：
ontology; Big Data; NOSQL; database; MongoDB;
D O I：
暂无
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
Big Data are collections of data sets so large and complex to process using classical database management tools. NOSQL databases are in the base of storage of Big Data. Learning ontology from these databases will extract their hidden semantics. This paper illustrates an approach to learn ontology from document oriented NOSQL database. We choose to deal with MongoDB. We present main steps of our approach and detail transformation rules.
引用
收藏
页数：7
相关论文
共 50 条
  • [1] MongoDB-Based Modular Ontology Building for Big Data Integration
    Abbes, Hanen
    Gargouri, Faiez
    JOURNAL ON DATA SEMANTICS, 2018, 7 (01) : 1 - 27
  • [2] Big Data Integration: a MongoDB Database and Modular Ontologies based Approach
    Abbes, Hanen
    Gargouri, Faiez
    KNOWLEDGE-BASED AND INTELLIGENT INFORMATION & ENGINEERING SYSTEMS: PROCEEDINGS OF THE 20TH INTERNATIONAL CONFERENCE KES-2016, 2016, 96 : 455 - 464
  • [3] Comparison of Relational Database with Document-Oriented Database (MongoDB) for Big Data Applications
    Chickerur, Satyadhyan
    Goudar, Anoop
    Kinnerkar, Ankita
    2015 8TH INTERNATIONAL CONFERENCE ON ADVANCED SOFTWARE ENGINEERING & ITS APPLICATIONS (ASEA), 2015, : 41 - 47
  • [4] Application of MongoDB Technology in NoSQL Database in Video Intelligent Big Data Analysis
    Tan, Qing
    PROCEEDINGS OF THE 8TH INTERNATIONAL CONFERENCE ON MANAGEMENT AND COMPUTER SCIENCE (ICMCS 2018), 2018, 77 : 104 - 108
  • [5] Construction of Obstetric Ontology Database Based on Big Data
    Zhang, Ming-E
    Zhang, Hui
    PROCEEDINGS OF 2019 IEEE 3RD INFORMATION TECHNOLOGY, NETWORKING, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (ITNEC 2019), 2019, : 1922 - 1925
  • [6] Model Transformation and Data Migration from Relational Database to MongoDB
    Jia, Tianyu
    Zhao, Xiaomeng
    Wang, Zheng
    Gong, Dahan
    Ding, Guiguang
    2016 IEEE INTERNATIONAL CONGRESS ON BIG DATA - BIGDATA CONGRESS 2016, 2016, : 60 - 67
  • [7] Learning ontology from relational database
    Li, M
    Du, XY
    Wang, S
    Proceedings of 2005 International Conference on Machine Learning and Cybernetics, Vols 1-9, 2005, : 3410 - 3415
  • [8] M2Onto: An Approach and a Tool to Learn OWL Ontology from MongoDB Database
    Abbes, Hanen
    Gargouri, Faiez
    INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS (ISDA 2016), 2017, 557 : 612 - 621
  • [9] Big Data Tools: Haddop, MongoDB and Weka
    Jaraba Navas, Paula Catalina
    Guacaneme Parra, Yesid Camilo
    Rodriguez Molano, Jose Ignacio
    DATA MINING AND BIG DATA, DMBD 2016, 2016, 9714 : 449 - 456
  • [10] An Approach for Learning Ontology from Relational Database
    Liu, Xiao
    Gao, Feng
    2018 INTERNATIONAL CONFERENCE ON ALGORITHMS, COMPUTING AND ARTIFICIAL INTELLIGENCE (ACAI 2018), 2018,
12345