Integration approach of multicriteria analysis to OLAP systems: Multidimensional model

被引:0
|
作者
Boutkhoum, Omar [1 ]
Hanine, Mohamed [1 ]
Tikniouine, Abdessadek [1 ]
Agouti, Tarik [2 ]
机构
[1] Cadi Ayyad Univ, Fac Sci Semlalia, Lab Informat Syst Engn, Marrakech, Morocco
[2] Cadi Ayyad Univ, Fac Sci Semlalia, Team Telecommun & Network Comp, Marrakech, Morocco
来源
2013 ACS INTERNATIONAL CONFERENCE ON COMPUTER SYSTEMS AND APPLICATIONS (AICCSA) | 2013年
关键词
OLAP; multidimensional analysis; datawarehouse; multicriteria analysis (MCA); Decision Support; Decisional information system;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The decisions support Systems are based on decision technologies enabling organizations to make better use of their data flow analysis by simplifying them. Indeed, OLAP (On Line Analytical Processing) tools such as decisional technology, offer the possibility of archiving, management, analysis and multidimensional modeling. However, they are limited in the consideration of the multicriteria and quality aspect of the decision problem. To overcome these limitations, we proposed in this research, a methodological approach for integrating multicriteria analysis in OLAP systems. Our aim of this approach is to create a hybrid model of data (OLAP/MCA), which will expand the capabilities of OLAP through the contribution of MCA as a tool for multicriteria analysis. In order to validate our contribution, we present the results of experiments showing the efficiency and performance of our approach.
引用
收藏
页数:4
相关论文
共 50 条
  • [1] A probabilistic multidimensional data model and algebra for OLAP in decision support systems
    Moole, BR
    IEEE SOUTHEASTCON 2003, PROCEEDINGS: BRIDGING THE DIGITAL DIVIDE, 2003, : 18 - 30
  • [2] A Temporal Multidimensional Model and OLAP Operators
    Ahmed, Waqas
    Zimanyi, Esteban
    Vaisman, Alejandro Ariel
    Wrembel, Robert
    INTERNATIONAL JOURNAL OF DATA WAREHOUSING AND MINING, 2020, 16 (04) : 112 - 143
  • [3] ANALYSIS OF MULTIDIMENSIONAL OLAP DATA CUBE
    Codreanu, Diana-Elena
    Radut, Carmen
    Popa, Ionela
    Parpandel, Denisa
    17TH INTERNATIONAL CONFERENCE - THE KNOWLEDGE-BASED ORGANIZATION: APPLIED TECHNICAL SCIENCES AND ADVANCED MILITARY TECHNOLOGIES, CONFERENCE PROCEEDING 3, 2011, : 251 - 255
  • [4] DESIGNING OLAP MULTIDIMENSIONAL SYSTEMS FOR SUPPLY CHAIN MANAGEMENT
    Stefanovic, Nenad
    METALURGIA INTERNATIONAL, 2013, 18 : 138 - 144
  • [5] A framework for a multidimensional OLAP model using Topic Maps
    Bruckner, RM
    Ling, TW
    Mangisengi, O
    Tjoa, AM
    SECOND INTERNATIONAL CONFERENCE ON WEB INFORMATION SYSTEMS ENGINEERING, VOL 2, PROCEEDINGS, 2002, : 109 - 118
  • [6] OLAP Patterns: A pattern-based approach to multidimensional data analysis
    Kovacic, Ilko
    Schuetz, Christoph G.
    Neumayr, Bernd
    Schrefl, Michael
    DATA & KNOWLEDGE ENGINEERING, 2022, 138
  • [7] Towards Indoor Radon Analytics: An OLAP-based Multidimensional Approach
    Azevedo, Rolando
    Silva, Joaquim P.
    Lopes, Nuno
    Curado, Antonio
    Nunes, Leonel J. R.
    Lopes, Sergio Ivan
    PROCEEDINGS OF THE 11TH INTERNATIONAL CONFERENCE ON DATA SCIENCE, TECHNOLOGY AND APPLICATIONS (DATA), 2022, : 361 - 369
  • [8] Season queries on a temporal multidimensional model for OLAP
    Moreno, Francisco
    Fileto, Renato
    Arango, Fernando
    MATHEMATICAL AND COMPUTER MODELLING, 2010, 52 (7-8) : 1103 - 1109
  • [9] Movie Recommendation Using OLAP and Multidimensional Data Model
    Jakkhupan, Worapot
    Kajkamhaeng, Supasit
    COMPUTER INFORMATION SYSTEMS AND INDUSTRIAL MANAGEMENT, CISIM 2014, 2014, 8838 : 209 - 218
  • [10] Diamond multidimensional model and aggregation operators for document OLAP
    Azabou, Maha
    Khrouf, Kais
    Feki, Jamel
    Soule-Dupuy, Chantal
    Valles, Nathalie
    2015 IEEE 9TH INTERNATIONAL CONFERENCE ON RESEARCH CHALLENGES IN INFORMATION SCIENCE (RCIS), 2015, : 363 - 373