Data Mining Based Decision Support System to Support Association Rules

被引:0
|
作者
Rupnik, Rok [1 ]
Kukar, Matjaz [1 ]
机构
[1] Univ Ljubl Jana, Fac Comp & Informat Sci, Trzaska 25, Ljubljana 1000, Slovenia
来源
关键词
data mining; decision support system; decision support; association rules;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Modern organizations use several types of decision support systems to facilitate decision support. In many cases OLAP based tools are used in the business area enabling multiple views on data and through that a deductive approach to data analysis. Data mining extends the possibilities for decision support by discovering patterns and relationships hidden in data and therefore enabling an inductive approach to data analysis. The use of data mining to facilitate decision support enables new approaches to problem solving. The paper introduces our approach to integration of decision support systems with data mining methods. We introduce a data mining based decision support system designed for business users enabling them to use association rule models to facilitate decision support with only a basic level of knowledge of data mining.
引用
收藏
页码:195 / 200
页数:6
相关论文
共 50 条
  • [31] Perception based data mining and decision support systems
    Batyrshin, Ildar
    Sudkamp, Thomas
    INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 2008, 48 (01) : 1 - 3
  • [32] Pushing support constraints into association rules mining
    Wang, K
    He, Y
    Han, JW
    IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2003, 15 (03) : 642 - 658
  • [33] Design of enterprise human resources decision support system based on data mining
    Li Jian
    Soft Computing, 2022, 26 : 10571 - 10580
  • [34] Design of enterprise human resources decision support system based on data mining
    Jian, Li
    SOFT COMPUTING, 2022, 26 (20) : 10571 - 10580
  • [35] Spatial decision support system for tobacco enterprise based on spatial data mining
    Mei Xin
    Liu Junyi
    Zhang Xuexia
    Cui Weihong
    SECOND INTERNATIONAL CONFERENCE ON SPACE INFORMATION TECHNOLOGY, PTS 1-3, 2007, 6795
  • [36] Design and Implementation in Population Decision Support System based on Data Mining Technology
    Shi Xiao-feng
    Zhao Yao-hong
    2011 INTERNATIONAL CONFERENCE ON FUTURE COMPUTER SCIENCE AND APPLICATION (FCSA 2011), VOL 3, 2011, : 328 - 330
  • [37] Research of decision support-system (DSS) for greenhouse based on data mining
    Wang, Cheng
    Wang, Lili
    Dong, Ping
    Qiao, Xiaojun
    COMPUTER AND COMPUTING TECHNOLOGIES IN AGRICULTURE, VOL 2, 2008, 259 : 1071 - +
  • [38] Data Mining Application Based On Cloud Model In Spatial Decision Support System
    Wang, Hong-li
    Meng, Li
    Cao, Mu-kun
    Li, Yan
    2008 ISECS INTERNATIONAL COLLOQUIUM ON COMPUTING, COMMUNICATION, CONTROL, AND MANAGEMENT, VOL 1, PROCEEDINGS, 2008, : 547 - +
  • [39] A data mining based clinical decision support system for survival in lung cancer
    Pontes, Beatriz
    Nunez, Francisco
    Rubio, Cristina
    Moreno, Alberto
    Nepomuceno, Isabel
    Moreno, Jesus
    Cacicedo, Jon
    Manuel Praena-Fernandez, Juan
    Escobar Rodriguez, German Antonio
    Parra, Carlos
    Delgado Leon, Blas David
    Rivin del Campo, Eleonor
    Counago, Felipe
    Riquelme, Jose
    Lopez Guerra, Jose Luis
    REPORTS OF PRACTICAL ONCOLOGY AND RADIOTHERAPY, 2021, 26 (06) : 839 - 848
  • [40] Association Rules Mining for Discussion Information in Group Deliberation Support System
    Xiong Cai-quan
    Chen Shao-bin
    Ding Ming
    PROCEEDINGS OF THE 2013 8TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE & EDUCATION (ICCSE 2013), 2013, : 67 - 70