eprintid: 2942
rev_number: 8
eprint_status: archive
userid: 307
dir: disk0/00/00/29/42
datestamp: 2018-04-18 03:37:56
lastmod: 2018-04-18 03:37:56
status_changed: 2018-04-18 03:37:56
type: conference_item
succeeds: 2939
metadata_visibility: show
creators_name: Vu, Ngoc Trinh
creators_name: Nguyen, Quoc Dat
creators_name: Nguyen, Tien Dat
creators_name: Nguyen, Manh Cuong
creators_name: Vu, Van Vuong
creators_name: Ha, Quang Thuy
creators_id: thuyhq@vnu.edu.vn
title: A Positive-Unlabeled Learning Model for Extending a Vietnamese Petroleum Dictionary Based on Vietnamese Wikipedia Data
ispublished: pub
subjects: IT
divisions: fac_fit
abstract: This study provides a positive-unlabeled learning model for extending a Vietnamese petroleum dictionary based on Vietnamese Wikipedia data. Machine learning algorithms with positive and unlabeled data together with separated and combined between Google similarity distance and Cosine similarity distance, used in this study. The data sources used to integrate are English - Vietnamese oil and gas dictionary and the Vietnamese Wikipedia. In the results, a novelty way for data integration with higher accuracy by using a combination of algorithms. The first Vietnamese oil and gas ontology was built in Vietnam. This ontology is a useful tool for staff in the oil and gas industry in training, research, search daily.
date: 2018-03
date_type: published
publisher: Springer Nature 2018
full_text_status: none
pres_type: paper
volume: 10751
pagerange: 190-199
event_title: 2018 10th Asian Conference on Intelligent Information and Database Systems (ACIIDS)
event_location: Dong Hoi, Vietnam
event_dates: 2018
event_type: conference
refereed: TRUE
book_title: ACIIDS 2018: Intelligent Information and Database Systems
citation:   Vu, Ngoc Trinh and Nguyen, Quoc Dat and Nguyen, Tien Dat and Nguyen, Manh Cuong and Vu, Van Vuong and Ha, Quang Thuy  (2018) A Positive-Unlabeled Learning Model for Extending a Vietnamese Petroleum Dictionary Based on Vietnamese Wikipedia Data.  In: 2018 10th Asian Conference on Intelligent Information and Database Systems (ACIIDS), 2018, Dong Hoi, Vietnam.