제1장 머리말 ············································································· 1
1. 연구의 배경 ············································································ 1
2. 목적과 범위 ············································································ 3
제2장 빅데이터 이해 ······························································ 5
1. 의미 ·························································································· 5
1) 과거와 현재 ······································································· 5
2) 미래 ···················································································· 8
3) 분석 기술 ········································································· 10
2. 정의 ························································································ 12
1) 가트너의 기술적 정의 ···················································· 12
2) 맥킨지의 활용적 정의 ···················································· 14
3) 국내의 정의 ····································································· 14
3. 활용의 기능 ·········································································· 16
1) 예측 ·················································································· 16
2) 실시간 분석 ····································································· 18
3) 팩트・패턴 발견 ····························································· 20
4) 능동적 데이터 입력 ························································ 22
제3장 공공부문의 빅데이터 활용 ······································· 25
1. 활용 동향 ·············································································· 25
1) 정부 ·················································································· 25
2) 지자체 ··············································································· 30
2. 내부 환경 ·············································································· 37
1) 데이터의 기능 ································································· 39
2) 데이터의 도움 ································································· 40
3) 분석 분야 ········································································· 42
4) 조사 결과의 평가 ···························································· 42
제4장 경제정책 활용을 위한 과제 ····································· 45
1. 활용 전략 ·············································································· 45
1) 내부 역량 ········································································· 46
2) 외부 환경 ········································································· 48
3) 부산의 전략 ····································································· 50
2. 체계 구축 ·············································································· 51
1) 조직 설립 ········································································· 51
2) 데이터 수집 ····································································· 56
3) 기술 개발 ········································································· 58
3. 경제시범사업 ········································································ 59
1) 실시간 모니터링 ······························································ 59
2) 자영업・전통시장 지원 ·················································· 62
3) 관광 빅데이터 활용 ························································ 68
4) 경제정책 경진대회 ·························································· 71
4. 소결 ························································································ 73
Abstract ···················································································· 75
참고문헌 ·················································································· 76
부록
부록 A. 설문조사지 ································································ 79
부록 B. 데이터분석 요구사항 ················································ 82
<표 Ⅱ-1> 빅데이터 기술의 구성 요소 ····································· 11
<표 Ⅱ-2> 빅데이터의 속성 ························································ 13
<표 Ⅲ-1> 데이터 부족으로 인한 어려움 빈도 ······················· 39
<표 Ⅲ-2> 데이터 제공이 도움 되는 분야 ······························· 40
<표 Ⅲ-3> 빅데이터 소스별 도움 정도 ····································· 41
<표 Ⅳ-1> 부산시 빅데이터 활용을 위한 전략 방향 ·············· 50
<표 Ⅳ-2> 경제정책 활용 전략과 과제 ····································· 74
<그림 Ⅱ-1> 인간 게놈의 염기서열 분석비용 ···························· 7
<그림 Ⅱ-2> 빅데이터와 제품의 결합 사례 ····························· 10
<그림 Ⅱ-3> 범죄발생예측 시스템 PredPol ···························· 16
<그림 Ⅱ-4> 구글 독감 예측 사이트 ········································ 17
<그림 Ⅱ-5> 온라인물가지수 사례 –Adobe DPI- ·················· 19
<그림 Ⅱ-6> 경기도 시군별 ‘나홀로 관광’ 관심 지도 ············ 21
<그림 Ⅱ-7> 요우커 서울지하철앱 장소검색 순위 ·················· 21
<그림 Ⅱ-8> 보스턴(Boston)시 도로파손정보 전송 앱 ·········· 23
<그림 Ⅱ-9> 도봉구 안전지도 제작과정 ··································· 23
<그림 Ⅲ-1> 소비트렌드 플랫폼 시범사업(BC카드) ················ 28
<그림 Ⅲ-2> 유통시장분석정보서비스 –대한상의- ················· 29
<그림 Ⅲ-3> 서울시 심야버스노선 지원시스템 ························ 30
<그림 Ⅲ-4> 우리마을가게 상권분석서비스 –서울시- ············ 33
<그림 Ⅲ-5> 초등학교 통학 위험도 지도 제작 ······················· 36
<그림 Ⅳ-1> Pricestats.com의 인플레이션 지수 ··················· 61
<그림 Ⅳ-2> 서울시 우리마을가게 상권분석서비스 ················ 64
<그림 Ⅳ-3> 경상북도 ‘안동구시장’ 분석 사례 ······················· 67
<그림 Ⅳ-4> ‘진도 신비의 바닷길 축제’ 분석 사례 ··············· 68
<그림 Ⅳ-5> 중국인관광객 관광정보분석 제공 앱 ·················· 69