상세정보
학술대회
A Novel Location Prediction Scheme Based on Trajectory Data
- 발행일
- 201910
- 출처
- International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1292-1294
- 협약과제
- 19HR1600, 다중로그 기반 멀티모달 데이터융합 분석 및 상황 대응 플랫폼 기술 개발, 이용태
- 초록
- many of location based services using mobile devices have pervaded theses day. They provide the new opportunity of analyzing the location prediction in an innovative method by using a lots of data generated from the mobile devices. In this paper, we propose a location prediction method using sensor data generated from smartphones or wearable devices. The location prediction scheme needs to include a predictive model to guarantee with high level analysis accuracy score. There are two-step approaches with regard to this: (I) extracting feature patterns on the history of an interesting object; (II) validating results of predicting the next location of users based on users' movement patterns. To do this, we propose a novel location prediction scheme using a frequent patterns matching and similarity measurement technique while considering the location-based statistical information for providing a public safety service in the future.
- KSP 제안 키워드
- Analysis accuracy, Feature patterns, Innovative method, Location Prediction, Location-Based Services, Mobile devices, Movement patterns, Patterns matching, Prediction scheme, Predictive model, Public safety