ICT 정책에서 빅데이터 분석의 활용방안 연구

서 언 ···················································································································· 1
요약문 ···················································································································· 9

제 1 장 서 론 ······································································································ 13

제 2 장 ICT 정책에서 빅데이터 분석의 활용 가능성 ········································ 17
제 1 절 빅데이터 분석의 정책적 필요성 ························································· 17
제 2 절 빅데이터 분석의 정책적 활용사례 ······················································ 19
1. 경제 ············································································································ 22
2. 안전ㆍ국방 ································································································· 26
3. 의료ㆍ보건 ································································································· 28
4. 교통 ············································································································ 33
5. 도시ㆍ인프라 ······························································································ 36
6. 행정 ············································································································ 37
7. 관광 ············································································································ 40
8. 근로 ············································································································ 41
제 3 절 시사점 ································································································· 42

제 3 장 ICT 보도자료 텍스트마이닝 ··································································· 45
제 1 절 연구 개요 ···························································································· 45
제 2 절 연구 방법 ···························································································· 45
1. 단어분석 ····································································································· 46
2. 토픽모델링(Topic Modeling) ······································································ 46
제 3 절 ICT 보도자료 단어분석 ······································································ 48
1. 미래창조과학부 ··························································································· 48
2. 방송통신위원회 ··························································································· 53
제 4 절 ICT 보도자료 토픽모델링 ··································································· 57
1. 미래창조과학부 ··························································································· 57
2. 방송통신위원회 ··························································································· 60
제 5 절 소 결 ··································································································· 64

제 4 장 ICT 순기능/역기능 소셜 빅데이터 분석 ················································ 66
제 1 절 연구 개요 ···························································································· 66
제 2 절 연구 방법 ···························································································· 68
1. 연구 대상 ··································································································· 68
2. 연구 도구 ··································································································· 69
3. 추진 방법 ··································································································· 71
제 3 절 연구 결과 ···························································································· 73
1. ICT 온라인 문서 현황 ··············································································· 73
2. ICT 순기능/역기능 미래신호 탐색 ····························································· 75
3. ICT 순기능/역기능 미래신호 예측 ····························································· 85
제 4 절 소 결 ··································································································· 93

제 5 장 ICT 경제정책불확실성지수 개발 ···························································· 95
제 1 절 연구 개요 ···························································································· 95
1. 경제정책불확실성 지수 ·············································································· 95
2. ICT 경제정책불확실성 지수 ······································································· 98
제 2 절 연구 방법 ···························································································· 99
제 3 절 연구 결과 ·························································································· 101
1. ICT-EPU 지수 ·························································································· 101
2. 타 경기지수와의 비교 ·············································································· 102
제 4 절 소 결 ································································································· 105

제 6 장 결 론 ···································································································· 107

참고문헌 ············································································································· 109
[부록 1] 서울시 ‘우리 마을 가게 상권분석 서비스’ 활용 데이터 ················· 114
[부록 2] 중기청.소상공인진흥재단 ‘상권정보시스템’ 활용 데이터 ·············· 116
[부록 3] 질병관리본부 ‘감염병 차단’을 위한 KT 로밍서비스 활용 데이터 ··· 117
[부록 4] 강원창조경제혁신센터 ‘AI 기반 대화형 건강가이드’ 주요 활용 데이터 ··· 117
[부록 5] ICT 순기능/역기능 로지스틱 회귀분석 결과 ··································· 118