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
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;
Conference_Titel :
Asian Language Processing, 2009. IALP '09. International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-0-7695-3904-1
DOI :
10.1109/IALP.2009.47