On-line analytical processing based on formal concept analysis

被引:5
|
作者
Korobko, A. V. [1 ]
Penkova, T. G. [1 ]
机构
[1] Russian Acad Sci, Siberian Branch, Inst Computat Modelling, Krasnoyarsk 660036, Russia
关键词
Decision making support; On-line analytical processing; Formal Concept Analysis; municipal procurement; OLAP;
D O I
10.1016/j.procs.2010.04.259
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
An approach to analytical decision making support based on integration of OLAP technology and Formal Concept Analysis is suggested in this paper. The base of domain OLAP modeling is considered. The construction of an analytical model with expert knowledge as a lattice of formal cube-concepts is described formally. The use of the suggested approach for constructing an analytical model of municipal procurement procedures is represented. The constructed integral analytical model of domain includes all possible combinations of analyzed objects and gives opportunity ad-hoc manipulation of them. (C) 2010 Published by Elsevier Ltd.
引用
收藏
页码:2305 / 2311
页数:7
相关论文
共 50 条
  • [31] Data processing of on-line monitoring tan δ based on principle component analysis
    Wang, Nan
    Lu, Fangcheng
    Li, Heming
    [J]. Gaodianya Jishu/High Voltage Engineering, 2003, 29 (05):
  • [32] Mining association concept based on formal concept analysis
    Zhang, Zhuo
    Li, Shijun
    [J]. Journal of Computational Information Systems, 2010, 6 (03): : 783 - 792
  • [33] A proposal of integrating data mining and on-line analytical processing in data warehouse
    Liu, Z
    Guo, MY
    [J]. 2001 INTERNATIONAL CONFERENCES ON INFO-TECH AND INFO-NET PROCEEDINGS, CONFERENCE A-G: INFO-TECH & INFO-NET: A KEY TO BETTER LIFE, 2001, : C146 - C151
  • [34] On-line analytical processing queries for extensible mark-up language
    Department of Information Systems, College of Computer and Information Sciences, King Saud University, P.O. Box 51178, Riyadh 11543, Saudi Arabia
    [J]. Inf. Technol. J., 2009, 4 (521-528):
  • [35] Web Data Cube Construction in Multidimensional On-line Analytical Processing Environment
    朱焱
    [J]. Railway Engineering Science, 2007, (01) : 1 - 7
  • [36] Coarse grained parallel on-line analytical processing (OLAP) for data mining
    Dehne, F
    Eavis, T
    Rau-Chaplin, A
    [J]. COMPUTATIONAL SCIENCE -- ICCS 2001, PROCEEDINGS PT 2, 2001, 2074 : 589 - 598
  • [37] Integrating Linked Sensor Data for On-line Analytical Processing On-The-Fly
    Guilavogui, Koly
    Kjiri, Laila
    Fredj, Mounia
    [J]. 2014 THIRD IEEE INTERNATIONAL COLLOQUIUM IN INFORMATION SCIENCE AND TECHNOLOGY (CIST'14), 2014, : 43 - 47
  • [38] On-line analytical processing tools for the VISION engineering performance data mart
    Yetzer, Ken
    Warnock, Andrew
    Krishnamurthy, Ashok
    [J]. PROCEEDINGS OF THE HPCMP USERS GROUP CONFERENCE 2007, 2007, : 277 - 282
  • [39] Parallel data cube construction for high performance on-line analytical processing
    Goil, S
    Choudhary, A
    [J]. FOURTH INTERNATIONAL CONFERENCE ON HIGH-PERFORMANCE COMPUTING, PROCEEDINGS, 1997, : 10 - 15
  • [40] A conceptual model and algebra for on-line analytical processing in decision support databases
    Thomas, H
    Datta, A
    [J]. INFORMATION SYSTEMS RESEARCH, 2001, 12 (01) : 83 - 102