지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 한국지능시스템학회 INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS Vol.7 No.3
- 발행연도
- 2007.9
- 수록면
- 165 - 170 (6page)
이용수
초록· 키워드
오류제보하기
Recommendation systems provide users with proper services using context information being input from many sensors occasionally under ubiquitous computing environment. But in case there isn't sufficient context information for service recommendation in spite of much context information, there can be problems of resulting in inexact result. In addition, in the quantification step to use context information, there are problems of classifying context information inexactly because of using an absolute classification course.
In this paper, we solved the problem of lack of necessary context information for service recommendation by using dynamic profile information. We also improved the problem of absolute classification by using a relative classification of context information in quantification step.
As the result of experiments, expectation preference degree was improved by 7.5% as compared with collaborative filtering methods using an absolute quantification method where context information of P2P mobile agent is used.
In this paper, we solved the problem of lack of necessary context information for service recommendation by using dynamic profile information. We also improved the problem of absolute classification by using a relative classification of context information in quantification step.
As the result of experiments, expectation preference degree was improved by 7.5% as compared with collaborative filtering methods using an absolute quantification method where context information of P2P mobile agent is used.
목차
Abstract
1. Introduction
2. Related Works
3. Recommendation System using Dynamic Profiles and Context
4. Evaluation
5. Conclusion
References
참고문헌 (17)
참고문헌 신청
1. [학술지(정기간행물)] - Pazzani, M / 1997 / Learning and Revising User Profiles: The Identification of Interesting Web Sites
2. [학술지(정기간행물)] - J. S. Breese / 1998 / Empirical Analysis of Predictive Algorithms for Collaborative Filtering
3. [학술지(정기간행물)] - R. Raymond / 2000 / Content-based Book Recommending Using Learning for Text Categorization : 195 ~ 204
4. [학술지(정기간행물)] - Ansari, A / 2000 / Internet Recommendation System 37 : 363 ~ 375
5. [학술지(정기간행물)] - Se-Il Lee / 2005 / A Real-time Service Recommendation System using Context Information in Pure P2P Environment 15 (7) : 887 ~ 892
2. [학술지(정기간행물)] - J. S. Breese / 1998 / Empirical Analysis of Predictive Algorithms for Collaborative Filtering
3. [학술지(정기간행물)] - R. Raymond / 2000 / Content-based Book Recommending Using Learning for Text Categorization : 195 ~ 204
4. [학술지(정기간행물)] - Ansari, A / 2000 / Internet Recommendation System 37 : 363 ~ 375
5. [학술지(정기간행물)] - Se-Il Lee / 2005 / A Real-time Service Recommendation System using Context Information in Pure P2P Environment 15 (7) : 887 ~ 892
함께 읽어보면 좋을 논문
논문 유사도에 따라 DBpia 가 추천하는 논문입니다. 함께 보면 좋을 연관 논문을 확인해보세요!
-
Collaborative Filtering based Context Information for Real-time Recommendation Service in Ubiquitous Computing
INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS
2006 .06
-
실시간 컨텍스트 정보의 정량화 단계를 개선한 협력적 필터링
한국지능시스템학회 논문지
2007 .08
-
Integration of User Profiles and Real-time Context Information Reflecting Time-based Changes for the Recommendation System
INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS
2008 .12
-
CONTEXT MODELING FOR SERVICE COMPOSITION IN U-LEARNING ENVIRONMENT
한국멀티미디어학회 국제학술대회
2007 .08
-
Improved Post-Filtering Method Using Context Compensation
INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS
2016 .06
-
A Design of Context-Aware Middleware based on Ontology for u-Health Services
한국재활복지공학회 학술대회 논문집
2009 .10
-
Method of Profile Storage for Improving Accuracy and Searching Time on Ubiquitous Computing
멀티미디어학회논문지
2006 .12
-
정보의 신뢰성을 고려한 상황기반 정보제공 에이전트 개발
한국CDE학회 학술발표회 논문집
2011 .01
-
모바일 환경에서 능동적 추천 서비스를 위한 상황인식 프로토타입
한국인터넷방송통신학회 논문지
2012 .01
-
A Context-Aware Recommender System for Ubiquitous Computing Environment : CARS
한국지능정보시스템학회 학술대회논문집
2005 .05
-
상황 온톨로지를 활용한 QoS 제공 상황인식 프레임워크
산업공학 (IE interfaces)
2008 .03
-
모바일 환경에서 상황정보를 이용한 하이브리드 필터링 추천시스템 설계
한국ITS학회 논문지
2011 .01
-
센서기반 모바일 환경에서의 복합 상황인지 미들웨어 설계
한국컴퓨터정보학회논문지
2016 .02
-
Context-Awareness for Ubiquitous Computing System
한국지능정보시스템학회 학술대회논문집
2004 .11
-
Development of Context Aware System based on Bayesian Network driven Context Reasoning Method and Ontology Context Modeling
제어로봇시스템학회 국제학술대회 논문집
2008 .10
-
Context-aware Recommendation Service Architecture in Heterogeneous Environment
ICEIC : International Conference on Electronics, Informations and Communications
2006 .06
-
사용자 상황을 이용한 추천 서비스 시스템의 필터링 기법에 관한 연구
한국ITS학회 논문지
2009 .01
-
Information Recommendation System Based on Mobile Social Network
한국멀티미디어학회 국제학술대회
2011 .07
-
Context Aware System based on Bayesian Network driven Context Reasoning and Ontology Context Modeling
INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS
2008 .12
-
A Communication Architecture for Providing Context Information on Ubiquitous Environments
한국정보과학회 학술발표논문집
2013 .06
이 논문의 저자 정보
최근 본 자료
댓글(0)
0
UCI(KEPA) : I410-ECN-0101-2009-028-014915629