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Luận văn thạc sĩ information extraction for vietnamese real estate advertisements

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Luận văn thạc sĩ information extraction for vietnamese real estate advertisements

Information Extraction for VietnameseReal-Estate AdvertisementsPham Vi LienFaculty of Information Technology University of Engineering and Technology

Luận văn thạc sĩ information extraction for vietnamese real estate advertisements Vietnam National University, HanoiSupervised byDr. Pham 13ao SonA thesis submitted in fulfillment of the requirements for the degree of Master of Inf

ormation TechnologyJune, 2012ORIGINALITY STATEMENTIhereby declare that this thesis is my own work and to the best of my knowledge, it contains no mat Luận văn thạc sĩ information extraction for vietnamese real estate advertisements

('rials previously published or written by another person, or substantial proportions of material which have been accepted for the award of any other

Luận văn thạc sĩ information extraction for vietnamese real estate advertisements

degree or diploma at University or any other educational inst itution, except where due to acknowledgment is made to the thesis. Any contribution made

Information Extraction for VietnameseReal-Estate AdvertisementsPham Vi LienFaculty of Information Technology University of Engineering and Technology

Luận văn thạc sĩ information extraction for vietnamese real estate advertisements. 1 also declare that the intellectual content of this thesis is the product of my own work, except to conception or in style, presentation and lingui

stic expression are acknowledged.Signed:Date:AbstractIn recent years, real-estate market in Vietnam is growing rapidly which creates a lot of informat Luận văn thạc sĩ information extraction for vietnamese real estate advertisements

ion about real-estate, especially information on advertising for buying ami selling activities of real-estate development. This poses an essential dem

Luận văn thạc sĩ information extraction for vietnamese real estate advertisements

and for building an information extraction system to help users deal with the increasing amount of real-estate advertisements on the Internet. We prop

Information Extraction for VietnameseReal-Estate AdvertisementsPham Vi LienFaculty of Information Technology University of Engineering and Technology

Luận văn thạc sĩ information extraction for vietnamese real estate advertisementsprocess to build an annotated corpus which can be used in machine learning approaches at a later stage. Our system achieve promising results with F-me

asures of above 90%. Our approach is particularly suitable for under-resourced languages where an annotated corpus of a decent size is not readily ava Luận văn thạc sĩ information extraction for vietnamese real estate advertisements

ilable.Keywords: natural language processing, information extraction, online real-estate advertisementsAcknowledgementsI would like to express great g

Luận văn thạc sĩ information extraction for vietnamese real estate advertisements

ratitude to my supervisor, Dr. Pham Bao Son. in the Faculty of Information Technology al University of Engineering and Technology of Vietnam National

Information Extraction for VietnameseReal-Estate AdvertisementsPham Vi LienFaculty of Information Technology University of Engineering and Technology

Luận văn thạc sĩ information extraction for vietnamese real estate advertisementst have become a better researcher.1 would also like to respect to my lecturers who has taught me educational subjects at University of Engineering and

Technology of Vietnam National University. Hanoi.I would also like to depict my great pleasure to my sponsor, Quang Trung University, who have grante Luận văn thạc sĩ information extraction for vietnamese real estate advertisements

d me the fidl scholarship to follow my Master degree.1 owe all friends and colleagues a huge thank for their encouragement and friend-ship. They have

Luận văn thạc sĩ information extraction for vietnamese real estate advertisements

provided great mental support to me when I got stressful at times.Last but not least, thank to my wife for her sympathy and love during the past years

Information Extraction for VietnameseReal-Estate AdvertisementsPham Vi LienFaculty of Information Technology University of Engineering and Technology

Luận văn thạc sĩ information extraction for vietnamese real estate advertisements success in life as I am today to my parent' unconditional love, hard work, and sacrificesTo all. I thank you.iiiContentsORIGINALITY STATEMENTiAbstrac

tiiAcknowledgementsiiiList of FiguresviList of Tablesvii1Introduction11.1Problem and Idea............................................. 11.2Scope of th Luận văn thạc sĩ information extraction for vietnamese real estate advertisements

e thesis......................................... '11.3Thesis’ structure............................................ 42Related Work5

Information Extraction for VietnameseReal-Estate AdvertisementsPham Vi LienFaculty of Information Technology University of Engineering and Technology

Information Extraction for VietnameseReal-Estate AdvertisementsPham Vi LienFaculty of Information Technology University of Engineering and Technology

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