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Geo-Social Tracking System for Detecting Unusual Behavior: Visualization of Social Activities based on Spatiotemporal Change
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- 발행기관
- 보안공학연구지원센터(IJCA) 바로가기
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- 간행물
- International Journal of Control and Automation SCOPUS 바로가기
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- 통권
- Vol.6 No.4 (2013.08)바로가기
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- 페이지
- pp.473-482
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- 저자
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- 언어
- 영어(ENG)
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- URL
- https://www.earticle.net/Article/A207705
※ 원문제공기관과의 협약기간이 종료되어 열람이 제한될 수 있습니다.
원문정보
초록
- 영어
- This paper examines the use of geographical tracking system as a method of detecting juvenile behaviors, while providing an extension to existing a mobile service which has about 30000 users in Korea. The degree of juvenile behaviors has gotten more severe recently with the invention and proliferation of smart phones; they are easily exposed to harmful contents using smart phones. However, we could solve this problem by detecting unusual behaviors, because people exhibit certain behaviors when using devices and contents. In Mobile, since social media is one of the most popular services, we chose it as the research target. In addition, we propose both data visualization and geo-social tracking system for user profiling to examine the underlying meanings of individuals’ activities at the social media with spatiotemporal information. With social media becoming more ‘geographical’, many social networks, including Facebook, provide location based services to assist users’ daily lives. In experimental results, we show our visualization methods and weight functions for plotting on the map. Moreover, at the end of this work, we propose how our work could be integrated as an add-on to existing services. Lastly, we discuss our data visualization methods and the constraints we encountered during information gathering. Experimental results in this research are going to contribute to other researches attempting to profile individuals on mobile phones.
목차
Abstract
1. Introduction
2. Related Works
2.1. User Profiling
2.2. Location sensing and social media
2.3. Data visualization
2.4. Battery problem
2.5. Privacy
3. Geo-Social Tracking System
3.1. Mobile
3.2. Geo-tagging server
4. Implementation Results
4.1. Constraints of implementation
4.2. Visualization
4.3. Weight function
4.4. Users' feedback
5. Conclusion
5.1. Consequence & Limitation
5.2. Applying to legacy services
5.3. Future works
References
키워드
Mobile Social Media Geo-Tagging User Profiling저자
간행물 정보
발행기관
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- 발행기관명
- 보안공학연구지원센터(IJCA) [Science & Engineering Research Support Center, Republic of Korea(IJCA)]
- 설립연도
- 2006
- 분야
- 공학>컴퓨터학
- 소개
- 1. 보안공학에 대한 각종 조사 및 연구 2. 보안공학에 대한 응용기술 연구 및 발표 3. 보안공학에 관한 각종 학술 발표회 및 전시회 개최 4. 보안공학 기술의 상호 협조 및 정보교환 5. 보안공학에 관한 표준화 사업 및 규격의 제정 6. 보안공학에 관한 산학연 협동의 증진 7. 국제적 학술 교류 및 기술 협력 8. 보안공학에 관한 논문지 발간 9. 기타 본 회 목적 달성에 필요한 사업
간행물
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- 간행물명
- International Journal of Control and Automation
- 간기
- 월간
- pISSN
- 2005-4297
- 수록기간
- 2008~2016
- 십진분류
- KDC 505 DDC 605
이 권호 내 다른 논문 / International Journal of Control and Automation Vol.6 No.4
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