토픽 모델링 및 바이그램 네트워크 분석 기법을 통한 여대생의 건강관리 및 웨어러블 디바이스 인식에 관한 연구
Analyzing Female College Student’s Recognition of Health Monitoring and Wearable Device Using Topic Modeling and Bi-gram Network Analysis
Citations

WEB OF SCIENCE

0
Citations

SCOPUS

0

초록

This study proposed a plan to develop wearable devices suitable for female college students by analyzing female college students’ perceptions and preferences for wearable devices and their needs for health care using topic modeling and network analysis techniques. To this end, 2,457 posts related to health care and wearable devices were collected from the community used by S Women’s University students. After preprocessing the collected posts and comment data, LDA-based topic modeling was performed. Through topic modeling techniques, major issues of female college students related to health care and wearable devices are derived, and bi-gram analysis and network analysis are performed on posts containing related keywords to understand female college students’ views on wearable devices.

키워드

건강관리웨어러블 디바이스토픽 모델링바이그램 네트워크 분석health monitoringwearable devicetopic modelingbigram network analysis
제목
토픽 모델링 및 바이그램 네트워크 분석 기법을 통한 여대생의 건강관리 및 웨어러블 디바이스 인식에 관한 연구
제목 (타언어)
Analyzing Female College Student’s Recognition of Health Monitoring and Wearable Device Using Topic Modeling and Bi-gram Network Analysis
저자
정우경신동희
DOI
10.3743/KOSIM.2021.38.4.129
발행일
2021-12
저널명
정보관리학회지
38
4
페이지
129 ~ 152