The Analysis of Research Frontier and Hot Topics about Knowledge Discovery (KD) Based on Mapping Knowledge Domain

Author

Chen, Lanjie

Author_Institution

Sch. of Manage., Hebei Univ., Baoding, China

Volume

2

fYear

2010

fDate

14-15 Aug. 2010

Firstpage

28

Lastpage

32

Abstract

This article choosing all the 3987 documents´ citation as data sample of Knowledge Discovery(KD), which was published in Web of Science(SCI-EXPANDED, SSCI, A&HCI) from 1986 to2009, confirming the hot research topics and the research fronts by using word frequency analysis and detect key words that their term frequency changed notably, and drawing the knowledge mapping of them by using Citespace: a information visualization software. Hoping it can benefit to the research of Knowledge Discovery(KD).

Keywords

Internet; citation analysis; data mining; Citespace; Web of Science; co-citation analysis; information visualization software; knowledge discovery; mapping knowledge domain; word frequency analysis; Association rules; Classification algorithms; Databases; Decision trees; Knowledge engineering; Machine learning algorithms; CiteSpace; co-citation analysis; information visualization; knowledge discovery; mapping knowledge domain;

fLanguage

English

Publisher

ieee

Conference_Titel

Information Engineering (ICIE), 2010 WASE International Conference on

Conference_Location

Beidaihe, Hebei

Print_ISBN

978-1-4244-7506-3

Electronic_ISBN

978-1-4244-7507-0

Type

conf

DOI

10.1109/ICIE.2010.102

Filename

5571212