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
- 발행연도
- 2010.6
- 수록면
- 841 - 848 (8page)
이용수
초록· 키워드
오류제보하기
Conventional filters using email header and body information equally judge whether an incoming email is spam or not. However this is unrealistic in everyday life because each person has different criteria to judge what is spam or not. To resolve this problem, we consider user preference information as well as email category information derived from the email content. In this paper, we have developed a personalized anti-spam system using ontologies constructed from rules derived in a data mining process. The reason why traditional content-based filters are not applicable to the proposed experimental situation is described. In also, several experiments constructing classifiers to decide email category and comparing classification rule learners are performed. Especially, an ID3 decision tree algorithm improved the overall accuracy around 17% compared to a conventional SVM text miner on the decision of email category. Some discussions about the axioms generated from the experimental dataset are given too.
목차
ABSTRACT
1. INTRODUCTION
2. PROPOSED SYSTEM
3. EXPERIMENTS AND DISCUSSION
4. CONCLUSION
ACKNOWLEDGEMENTS
REFERENCES
참고문헌 (0)
참고문헌 신청함께 읽어보면 좋을 논문
논문 유사도에 따라 DBpia 가 추천하는 논문입니다. 함께 보면 좋을 연관 논문을 확인해보세요!
-
Spam Traffic Characterization
ITC-CSCC :International Technical Conference on Circuits Systems, Computers and Communications
2008 .07
-
A Prototype for Community Spam Filter based on Machine Learning Algorithm
ITC-CSCC :International Technical Conference on Circuits Systems, Computers and Communications
2007 .07
-
사용자 클러스터별 이메일 반응 분포 계산 및 사용자 선호 스팸 메일 대응 시스템 구축
한국지능시스템학회 논문지
2009 .06
-
Certified Email: A Survey
정보시스템연구
2005 .01
-
무선 인터넷을 이용한 Email 주문 시스템에 관한 연구
대한산업공학회 추계학술대회 논문집
2001 .11
-
Improved Spam Filter via Handling of Text Embedded Image E-mail
Journal of Electrical Engineering & Technology
2015 .01
-
비음수 행렬 분해와 동적 분류 체계를 사용한 자동 이메일 다원 분류
정보과학회논문지 : 소프트웨어 및 응용
2010 .05
-
A Proposed Architecture for Certificate and Agent Based E-mailing to Block Spam Mail
한국지능정보시스템학회 학술대회논문집
2003 .11
-
An Architecture for Certificate and Agent Based E-mailing to Block Spam Mail
지능정보연구
2003 .11
-
Analyzing the correlation of Spam Recall and Thesaurus
한국정보기술응용학회 학술대회
2005 .01
-
Analyzing the Effect of Lexical and Conceptual Information in Spam-mail Filtering System
INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS
2006 .06
-
Technical Framework for Countering Spam over VoIP Network
ITC-CSCC :International Technical Conference on Circuits Systems, Computers and Communications
2007 .07
-
Technology Trends in SPAM Process
ICVC : International Conference on VLSI and CAD
1991 .01
-
Comparing Feature Selection Methods in Spam Mail Filtering
한국정보기술응용학회 학술대회
2005 .01
-
A novel Spam filtering technique with the neural network and the genetic algorithm
ITC-CSCC :International Technical Conference on Circuits Systems, Computers and Communications
2005 .07
이 논문의 저자 정보
최근 본 자료
댓글(0)
0
UCI(KEPA) : I410-ECN-0101-2012-004-004438241