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
- 학술대회자료
- 저자정보
- 저널정보
- 한국정보기술응용학회 한국정보기술응용학회 학술대회 한국정보기술응용학회 2005년도 6th 2005 International Conference on Computers, Communications and System
- 발행연도
- 2005.1
- 수록면
- 21 - 25 (5page)
이용수
초록· 키워드
오류제보하기
In this paper, we constructed a two-phase spam-mail filtering system based on the lexical and conceptual information. There are two kinds of information that can distinguish the spam mail from the legitimate mail. The definite information is the mail sender's information, URL, a certain spam list, and the less definite information is the word list and concept codes extracted from the mail body. We first classified the spam mail by using the definite information, and then used the less definite information. We used the lexical information and concept codes contained in the email body for SVM learning in the $2^{nd}$ phase. According to our results the spam precision was increased if more lexical information was used as features, and the spam recall was increased when the concept codes were included in features as well.
목차
등록된 정보가 없습니다.
참고문헌 (0)
참고문헌 신청함께 읽어보면 좋을 논문
논문 유사도에 따라 DBpia 가 추천하는 논문입니다. 함께 보면 좋을 연관 논문을 확인해보세요!
-
Analyzing the Effect of Lexical and Conceptual Information in Spam-mail Filtering System
INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS
2006 .06
-
Improved Spam Filter via Handling of Text Embedded Image E-mail
Journal of Electrical Engineering & Technology
2015 .01
-
An Architecture for Certificate and Agent Based E-mailing to Block Spam Mail
지능정보연구
2003 .11
-
A Proposed Architecture for Certificate and Agent Based E-mailing to Block Spam Mail
한국지능정보시스템학회 학술대회논문집
2003 .11
-
Performance Evaluation of Two e-mail Filtering Systems with Different Machine Learning Techniques
ITC-CSCC :International Technical Conference on Circuits Systems, Computers and Communications
2009 .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
-
어휘정보와 시소러스에 기반한 스팸메일 필터링
한국산업정보학회논문지
2006 .03
-
Spam Traffic Characterization
ITC-CSCC :International Technical Conference on Circuits Systems, Computers and Communications
2008 .07
-
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
-
URL 빈도분석을 이용한 스팸메일 차단 방법
정보보호학회논문지
2004 .12
-
스팸메일 관리지표 개선에 관한 연구
정보보호학회논문지
2009 .06
-
텍스트정보와 하이퍼링크에 기반한 지능형 스팸 메일 필터링
한국지능시스템학회 논문지
2004 .12
-
n-Gram 색인화와 Support Vector Machine을 사용한 스팸메일 필터링에 대한 연구
정보보호학회논문지
2004 .04
-
Comparing Feature Selection Methods in Spam Mail Filtering
한국정보기술응용학회 학술대회
2005 .01
이 논문의 저자 정보
최근 본 자료
댓글(0)
0