Matches in SemOpenAlex for { <https://semopenalex.org/work/W2026288429> ?p ?o ?g. }
Showing items 1 to 74 of
74
with 100 items per page.
- W2026288429 endingPage "135" @default.
- W2026288429 startingPage "122" @default.
- W2026288429 abstract "스팸 문자 메시지는 모바일 이용자에게 불쾌감을 줄 뿐만 아니라 불필요한 사회비용을 유발하는 유해 요소이다. 특히 스마트워크 시스템에서 핵심 단말인 스마트폰으로 유입되는 스팸 문자는 업무능률 향상이라는 스마트워크의 취지를 무색하게 만들 수 있어 이에 대한 연구가 필요하다. 본 논문에서는 스팸 자동분류기로 스팸 메시지를 차단함에 있어서, 오분류 결과를 학습군에 재반영하여 연산량을 줄이고 인식 성능을 개선할 수 있는 방법을 제안하였다. 스팸 분류기는 스마트폰에서 독립적으로 동작하고, 사용자의 수신 메시지만으로 학습하므로 사용자의 분류 판단 성향을 반영할 수 있다. 많은 컴퓨팅 자원을 소비해야 하는 전처리, 특징 선정, 훈련 과정은 사용자의 인증 컴퓨터가 담당하고 필터링 과정만을 스마트폰에서 처리한다. 실험 결과 95%이상의 양호한 결과를 보였고 스팸 분류기는 스마트폰의 일정 자원만을 점유하면서 동작하였다. Mobile spam message is a harmful factor which makes receivers to be annoyed and leads to unnecessary social cost. Unwanted junk messages flowing to a smart phone ruin main purpose of the smart work system to enhance the productivity, so we need to study on this area. In this paper, we proposed a novel spam filter on the smartphone in order to reduce computing process and improve the accuracy rate by feedback of error results to a training sample set. As the spam classifier operates on the smartphone independently with training on only user's received data, it could reflect user preference. The authorized personal computer takes on heavy works, such as preprocessing, feature selecting and training process, and the smartphone takes on light works to block junk messages. Experimental results showed reasonable accuracy rate of over 95%, and we found that the application occupied constant computing resources while running on the phone." @default.
- W2026288429 created "2016-06-24" @default.
- W2026288429 creator A5071949326 @default.
- W2026288429 creator A5091376563 @default.
- W2026288429 date "2011-12-28" @default.
- W2026288429 modified "2023-09-26" @default.
- W2026288429 title "Personalized Mobile Junk Message Filtering System" @default.
- W2026288429 cites W2027745909 @default.
- W2026288429 doi "https://doi.org/10.5392/jkca.2011.11.12.122" @default.
- W2026288429 hasPublicationYear "2011" @default.
- W2026288429 type Work @default.
- W2026288429 sameAs 2026288429 @default.
- W2026288429 citedByCount "3" @default.
- W2026288429 countsByYear W20262884292014 @default.
- W2026288429 countsByYear W20262884292019 @default.
- W2026288429 crossrefType "journal-article" @default.
- W2026288429 hasAuthorship W2026288429A5071949326 @default.
- W2026288429 hasAuthorship W2026288429A5091376563 @default.
- W2026288429 hasBestOaLocation W20262884291 @default.
- W2026288429 hasConcept C106131492 @default.
- W2026288429 hasConcept C111919701 @default.
- W2026288429 hasConcept C138885662 @default.
- W2026288429 hasConcept C154945302 @default.
- W2026288429 hasConcept C2777421447 @default.
- W2026288429 hasConcept C2778707766 @default.
- W2026288429 hasConcept C2984771860 @default.
- W2026288429 hasConcept C31972630 @default.
- W2026288429 hasConcept C34736171 @default.
- W2026288429 hasConcept C38652104 @default.
- W2026288429 hasConcept C41008148 @default.
- W2026288429 hasConcept C41895202 @default.
- W2026288429 hasConcept C49774154 @default.
- W2026288429 hasConcept C557433098 @default.
- W2026288429 hasConcept C76155785 @default.
- W2026288429 hasConcept C95623464 @default.
- W2026288429 hasConcept C98045186 @default.
- W2026288429 hasConceptScore W2026288429C106131492 @default.
- W2026288429 hasConceptScore W2026288429C111919701 @default.
- W2026288429 hasConceptScore W2026288429C138885662 @default.
- W2026288429 hasConceptScore W2026288429C154945302 @default.
- W2026288429 hasConceptScore W2026288429C2777421447 @default.
- W2026288429 hasConceptScore W2026288429C2778707766 @default.
- W2026288429 hasConceptScore W2026288429C2984771860 @default.
- W2026288429 hasConceptScore W2026288429C31972630 @default.
- W2026288429 hasConceptScore W2026288429C34736171 @default.
- W2026288429 hasConceptScore W2026288429C38652104 @default.
- W2026288429 hasConceptScore W2026288429C41008148 @default.
- W2026288429 hasConceptScore W2026288429C41895202 @default.
- W2026288429 hasConceptScore W2026288429C49774154 @default.
- W2026288429 hasConceptScore W2026288429C557433098 @default.
- W2026288429 hasConceptScore W2026288429C76155785 @default.
- W2026288429 hasConceptScore W2026288429C95623464 @default.
- W2026288429 hasConceptScore W2026288429C98045186 @default.
- W2026288429 hasIssue "12" @default.
- W2026288429 hasLocation W20262884291 @default.
- W2026288429 hasOpenAccess W2026288429 @default.
- W2026288429 hasPrimaryLocation W20262884291 @default.
- W2026288429 hasRelatedWork W164462045 @default.
- W2026288429 hasRelatedWork W2057929437 @default.
- W2026288429 hasRelatedWork W2128908819 @default.
- W2026288429 hasRelatedWork W2172861410 @default.
- W2026288429 hasRelatedWork W2264653533 @default.
- W2026288429 hasRelatedWork W2318005187 @default.
- W2026288429 hasRelatedWork W2351635959 @default.
- W2026288429 hasRelatedWork W2887444494 @default.
- W2026288429 hasRelatedWork W3016295877 @default.
- W2026288429 hasRelatedWork W4365788517 @default.
- W2026288429 hasVolume "11" @default.
- W2026288429 isParatext "false" @default.
- W2026288429 isRetracted "false" @default.
- W2026288429 magId "2026288429" @default.
- W2026288429 workType "article" @default.