DocumentCode
3102034
Title
Author Profiling for Vietnamese Blogs
Author
Pham, Dang Duc ; Tran, Giang Binh ; Pham, Son Bao
Author_Institution
Human Machine Interaction Lab., Vietnam Nat. Univ., Hanoi, Vietnam
fYear
2009
fDate
7-9 Dec. 2009
Firstpage
190
Lastpage
194
Abstract
This paper presents the first work in the task of author profiling for Vietnamese blogs. This task is important in threat identification and marketing intelligence. We have developed a Vietnamese Blog Profiling framework to automatically predict age, gender, geographic origin and occupation of weblogs´ authors purely based on language use. The experiments on the blogs corpus we collected show very promising results with accuracy of around 80% across all traits.
Keywords
Web sites; information analysis; linguistics; Vietnamese blogs; author profiling; marketing intelligence; threat identification; Blogs; Computer networks; Demography; Electronic mail; Humans; Information technology; Internet; Machine intelligence; Natural languages; Paper technology;
fLanguage
English
Publisher
ieee
Conference_Titel
Asian Language Processing, 2009. IALP '09. International Conference on
Conference_Location
Singapore
Print_ISBN
978-0-7695-3904-1
Type
conf
DOI
10.1109/IALP.2009.47
Filename
5380763
Link To Document