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An Instant Interest Oriented Recommendation Agent Based on SVDD and Schedule
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- 발행기관
- 보안공학연구지원센터(IJUNESST) 바로가기
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- 간행물
- International Journal of u- and e- Service, Science and Technology 바로가기
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- 통권
- Vol.7 No.4 (2014.08)바로가기
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- 페이지
- pp.239-250
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- 저자
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- 언어
- 영어(ENG)
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- URL
- https://www.earticle.net/Article/A231845
※ 원문제공기관과의 협약기간이 종료되어 열람이 제한될 수 있습니다.
원문정보
초록
- 영어
- In order to detect the instant interest in mobile commerce environments, an interactive recommender agent was proposed based on schedules and the algorithm of support vector data description. The agent residing in smart phones obtained the user’s instant interest by comparing the current latitude, longitude and speed of the user’s geographic positions with the preset schedule using support vector data description algorithm. If the current position was in the hypersphere or the tolerant hypersphere, the user were taken as be adherent to the schedule, otherwise, the user would be prompt to confirm whether he or she is adherent or deviated to the schedule. Based on the result of SVDD comparison, a process of determining the behavior states of the user was proposed. And some techniques of interaction between phones and the users were discussed based on vibrations, ringtones, and graphical interfaces. At last, an experiment was conducted to verify the proposed agent, and the result proved that the agent was effective.
목차
Abstract
1. Introduction
2. The Framework of the Proposed Model
2.1. The process of the framework
2.2. The user’s behavior states
2.3 The algorithm determining the behavior state of the user
3. SVDD
4. Interactions between the User and the Agent
4.1. The user state determination
4.2. Interactions
5. An Experiment and Discussions
5.1 Experimental setup
5.2 Implementation of SVDD algorithm
5.3 Accuracy of detecting behavior deviation
5.4. Resources consumption of the interest agent on mobile phones
5.5 Parameters setup
6. Conclusions and Future Works
Acknowledgements
References
키워드
SVDD Schedule Instant interest Human-machine interaction Deviated behavior저자
간행물 정보
발행기관
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- 발행기관명
- 보안공학연구지원센터(IJUNESST) [Science & Engineering Research Support Center, Republic of Korea(IJUNESST)]
- 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 u- and e- Service, Science and Technology
- 간기
- 격월간
- pISSN
- 2005-4246
- 수록기간
- 2008~2016
- 십진분류
- KDC 505 DDC 605
이 권호 내 다른 논문 / International Journal of u- and e- Service, Science and Technology Vol.7 No.4
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