The hot research topics and the research fronts in the field of web data mining(WDM) based on Web of Science

Author

Chen, Lanjie ; Wei, Li

Author_Institution

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

fYear

2010

fDate

24-27 Aug. 2010

Firstpage

515

Lastpage

518

Abstract

Web data mining is the integration of data mining technology and web, how to find useful information in the Web which is the world´s largest data of collection is becoming a hot spot of data mining research, this article choosing all the 763 documents´ citation as data sample of “web data mining(WDM)”, which was published in Web of Science (SCI-EXPANDED, SSCI, A&HCI) from 1986 to 2009, 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 web data mining(WDM).

Keywords

Internet; data mining; data visualisation; Citespace; Web data mining; hot research topics; information visualization software; knowledge mapping; research fronts; word frequency analysis; Algorithm design and analysis; Databases; Knowledge engineering; Software; Wavelength division multiplexing; Web mining; Citespace; Hot Research Topics; Information Visualization; Knowledge Mapping; Research Fronts; WDM; web data mining;

fLanguage

English

Publisher

ieee

Conference_Titel

Computer Science and Education (ICCSE), 2010 5th International Conference on

Conference_Location

Hefei

Print_ISBN

978-1-4244-6002-1

Type

conf

DOI

10.1109/ICCSE.2010.5593561

Filename

5593561