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빅데이터 비주얼 분석(센트리퓨지) 2014
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Transcript of 빅데이터 비주얼 분석(센트리퓨지) 2014
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DataVisualization
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Big Data Landscape : Simplified
Machine 데이터 Human 데이터
RDBMS
Data 지식화Entity 인지 기술
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Big Data Trend
검색속도 , 데이터량
Visual 한 분석
DomainKnowledge,
Data Analyzing
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Transaction & Service Profiling 단말 인증 절차 구매 요청 및 처리 절차 비정상 오류 트랜젝선 추적 장비 서비스 & 고객 서비스 분석
Customer Profiling 국가별 고객 서비스 접근 현황 사용자 서비스 접근 빈도 사용자 서비스 선택 빈도
Special Data Pro-filing Sensors, RFID, GPS, Data Stream 분석 Factory, IBS 데이터 분석
알기 쉬운 스마트 데이터 분석은 ?Marketing Decision Sci-ence
고객 동선 분석 연관된 외부 데이터와의 상관 관계 추이 분석 추천 상품
Fraud Detection 비정상 사용자 접근 추이 분석 Financial, Public detect
Public Service Science 공공 서비스 운용 관점의 분석 테러 , 재해 , 범죄 , 이슈 분석
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Visual Analysis
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Small mobile devices
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Centrifuge is VNA : 빅데이터 시각화 도구비 비
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인터액티브한 분석
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다양한 데이터 소스
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유연한 송수신과 데이터 연동
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유연한 아키텍처와 OS 지원
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Copyright 2012 Centrifuge Systems Inc
비주얼한 패턴 분석
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Scenario: The 2002 sniper incidents in the Washington DC area Dataset: Police call reports indicating location and car identification and plate
Conventional Views
Link Analysis View
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Copyright 2012 Centrifuge Systems Inc
간단한 색상 , 크기 , 용량 , 필터링 표현
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Scenario: Health care insurance provider looking for prescription fraudDataset: Claims data relating drug, pharmacy, prescribing doctor and consumer
Initial Graph Using Opacity
Using Size
Applying iterative filtering
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Copyright 2012 Centrifuge Systems Inc
추상적 -> 단순화 표현
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Bundling by StateClearly identifies three states as frequent destinations for this dataset
Scenario: Border Security – understanding patterns in travel by persons on watchlistDataset: Border Entry data – flights, travelers, origin, destination etc
Initial graph without bundlingEasy to identify the normal pattern (one person taking a flight to specific location) but difficult to find larger pattern
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Copyright 2012 Centrifuge Systems Inc
경로와 연결 분석
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Scenario: Cyber Security – investigating network traffic and identifying potential threatsDataset: NetFlow data with originating and destination IP addresses and users/orgs
1. Identify all pathsVisually highlight all paths that connect subjects of
interest
2. Identify & isolate path of interest
3. Iteratively explore suspicious elements
1. Start with suspects 2. Reveal nodes asso-ciated with suspect or-ganizations
3. Reveal where traf-fic is being directed
4. Reveal users associ-ated with suspect traf-fic (targets)
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Copyright 2012 Centrifuge Systems Inc
다양한 차트 표현
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Force-DirectedRadial
Circular
Algorithmic layouts allow placement of nodes to be based on different criteria allowing natural patterns to emerge
Hierarchical
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필터링을 통한 비주얼 분석
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즉각적인 연관 분석
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라이브 데모 http://www.youtube.com/watch?v=Ft5-m_2VvEE
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Chart Analsys>
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Bigdata for GV/FN>
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사이버 보안 및 트레이싱
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테러 및 범죄 추적
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부정거래 및 자금 세탁
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의약 분석 및 주요 이슈 추적
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Bigdata for RT>
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Retail Analysis
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FN forFRAUD Detec-tion
>
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로그인• 솔루션에 로그인 하기– URL : 설치 서버의 URL 로 접근
changeme
admin
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분석 뷰 관리• 분석 데이터 뷰 관리
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제목• 다양한 비쥬얼한 분석 (BI + 네트워크 분석 )
데이터 테이블 뷰 매트릭스 뷰 (PIVOT) 차트 뷰 타임라인 뷰 관계형 뷰
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데이터 관리• 입력 데이터 관리
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데이터 관리• 데이터 소그 관리
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데이터 설정
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Matrix 분석 / Pivot 분석
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Chart 통계 분석
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타임 라인 분석
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비쥬얼 연관성 분석
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비쥬얼 연관성 분석
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비쥬얼 연관성 분석
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분석 데쉬보드
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+
Successful Ingredient of BigData Deployment
51
MachineData +
DataScience
Very Satisfied Cus-tomer
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