Distributed Architecture of Data Analysis System Based on Formal Concept Analysis Approach

被引：0
|
作者：
Neznanov, A. A. [1 ]
Parinov, A. A. [1 ]
机构：
[1] Natl Res Univ Higher Sch Econ, 20 Myasnitskaya Ulitsa, Moscow 101000, Russia
来源：
INTELLIGENT DISTRIBUTED COMPUTING IX, IDC'2015 | 2016年 / 616卷
关键词：
Software architecture; Data analysis; Data mining; Graph mining; Formal concept analysis; Knowledge extraction;
D O I：
10.1007/978-3-319-25017-5_25
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper describes distributed architecture and data workflow of the analysis system called FCART. Comparing with the similar systems FCART is capable of dealing with various data sources, data preprocessing and interactive analysis, extending functionality by integrating independent web-services and developing plugins. Example of gathering and analyzing data of social networking service is considered.
引用
收藏
页码：265 / 271
页数：7
相关论文
共 50 条
  • [31] Afuzzy formal concept analysis based approach for business component identification
    Zhen-gong Cai
    Xiao-hu Yang
    Xin-yu Wang
    Aleksander J. Kavs
    Journal of Zhejiang University SCIENCE C, 2011, 12 : 707 - 720
  • [32] Formal concept analysis based on hierarchical class analysis
    Chen, YH
    Yao, YY
    ICCI 2005: FOURTH IEEE INTERNATIONAL CONFERENCE ON COGNITIVE INFORMATICS - PROCEEDINGS, 2005, : 285 - 292
  • [33] Distributed three-way formal concept analysis for large formal contexts
    Chunduri, Raghavendra Kumar
    Cherukuri, Aswani Kumar
    JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2023, 171 : 141 - 156
  • [34] Concept similarity in formal concept analysis: An information content approach
    Formica, Anna
    KNOWLEDGE-BASED SYSTEMS, 2008, 21 (01) : 80 - 87
  • [35] Mining association concept based on formal concept analysis
    Zhang, Zhuo
    Li, Shijun
    Journal of Computational Information Systems, 2010, 6 (03): : 783 - 792
  • [36] The Application of Ontology Information System Based on Rough Formal Concept Analysis
    Wang, Yi
    2011 INTERNATIONAL CONFERENCE ON PHOTONICS, 3D-IMAGING, AND VISUALIZATION, 2011, 8205
  • [37] A Collaborative Tagging System with Formal Concept Analysis
    Babu, Sanjana
    Gowtham, V
    Mary, Parmila
    Sophia, L.
    Pabitha, P.
    2013 INTERNATIONAL CONFERENCE ON RECENT TRENDS IN INFORMATION TECHNOLOGY (ICRTIT), 2013, : 1 - 6
  • [38] Formal Concept Analysis for System Awareness of Operators
    Motoyoshi, Tatsuo
    Kawakami, Hiroshi
    Shiose, Takayuki
    Katai, Osamu
    RO-MAN 2009: THE 18TH IEEE INTERNATIONAL SYMPOSIUM ON ROBOT AND HUMAN INTERACTIVE COMMUNICATION, VOLS 1 AND 2, 2009, : 1060 - +
  • [39] Formal Concept Analysis based Framework for Evaluating Information System Success
    Daghouri, Ansar
    Mansouri, Khalifa
    Qbadou, Mohammed
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2019, 10 (04) : 419 - 424
  • [40] A cloud services recommendation system based on Fuzzy Formal Concept Analysis
    Mezni, Haithem
    Abdeljaoued, Taher
    DATA & KNOWLEDGE ENGINEERING, 2018, 116 : 100 - 123
12345