DocumentCode
3354436
Title
Research of Information Filtering Based on Vector Space Model
Author
Shuda, Wang ; Jiangping, Liu ; Riu, Wang
Author_Institution
Harbin Univ. of Commerce, Harbin, China
Volume
1
fYear
2009
fDate
28-30 Oct. 2009
Firstpage
42
Lastpage
46
Abstract
Technique of information filtering is mainly applied to characteristic information service and bad information filtering, however the emergence of bad information always mixes up in the customer´s interested information. For overcome the shortage of traditional information filtering only achieve one of aspects applies, through improving vector space model, while building up user filtering model, characteristic information and bad information in the meantime collections train, extraction the characteristic phrase and endow with weight, changing the weight of bad information into negative value, attaining to carry out characteristic service and bad information filtering one time, simplifying filtering process and improving filtering efficiency.
Keywords
information filtering; vectors; bad information filtering; characteristic information filtering; user filtering model; vector space model; Computer science; Gallium nitride; Information filtering; information filtering; statistic model; user flittering mode; vector space model; weight;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Science and Engineering, 2009. WCSE '09. Second International Workshop on
Conference_Location
Qingdao
Print_ISBN
978-0-7695-3881-5
Type
conf
DOI
10.1109/WCSE.2009.618
Filename
5403435
Link To Document