Search | Engineering

Subscribe Submit

Home Journals Focus Achievement Fronts About Us 中文版

Resource Type

Journal Article 2

Year

2011 1

2002 1

Keywords

Maradbcm 1

Maradbcm algorithm 1

double-base cooperating mechanism 1

double-collaborative mechanism 1

heuristic coordinator 1

interruptive coordinator 1

nowledge discovery 1

numerical domain division algorithm 1

process model-KDD* 1

system framework-MMAKDS 1

theoretical system-KDTICM 1

open ︾

Search scope:

排序： Display mode:

The construction methodology of knowledge discovery system framework and theoretical system

Yang Bingru

Strategic Study of CAE 2011, Volume 13, Issue 9, Pages 83-91

Abstract:

The mainstream of development in knowledge discovery is researching on new high-performance and high-scalability mining algorithm. In fact, the research of process model and inner mechanism reflecting the law of knowledge discovery system or process and determining model and algorithm is more important, which has not got enough attention. This paper proposed a new independent knowledge discovery system framework, which combines those three elements: mechanism, model and algorithm. Through the cross-integration and comprehensive integration of several "systems framework", a kind of knowledge discovery theory based on inner cognitive mechanism(KDTICM) has been constructed. Researches and experimental results show that this high-starting point and high-level researches on the construction methodology are likely to form high-performance mining system methodology and new research direction; this researches on the KD(knowledge discovery) construction methodology can substantively involve domain knowledge long unresolved into "the solution to these important issues such as knowledge discovery process" and "dynamic real-time maintenance" of knowledge base; by exposing the essence, the regularity and complexity of KD would react on the mainstream development. Finally, the paper gave strong evidence of effectiveness of such construction methodology.

Keywords： double-collaborative mechanism process model-KDD* Maradbcm system framework-MMAKDS theoretical system-KDTICM

HTML PDF Collect

A Study on Double Bases Cooperating Mechanism in KDD (Ⅱ)

Yang Bingru,Wang Jianxin,Sun Haihong

Strategic Study of CAE 2002, Volume 4, Issue 5, Pages 34-43

Abstract: In the same time, this paper proposes a new association rule mining algorithm——Maradbcm whichthe inner mechanism, i. e. double base cooperating mechanism, of KDD and explains the algorithm of Maradbcmdeleting meaningful rules by minimum support threshold during creating large item set, can be overcome by Maradbcm

Keywords： nowledge discovery double-base cooperating mechanism heuristic coordinator interruptive coordinator Maradbcm