미디어 이용자의 활동공간 시,공간 정보를 활용한서울의 실시간 인구 분포 분석 = The Spatial Characteristics of Real-time Population Distribution in Seoul based on the Media Users` Time-space Information for The Activity Spaces

다국어 초록 (Multilingual Abstract)

This study attempts to introduce the methodology for accounting real-time population distribution in the urban areas. For the purpose, we utilize the media user’s time-space information from the media users’ media diaries in the media panel survey databases. We analyze the space-time population rate for each activity space related with everyday urban lifes. Seoul has been selected as a case study area, since space-time information are relatively rich there, and thus the comparisons are available. The space-time population rates have been verified by the comparative analysis with the T-card results. We propose a real time population measurement method by combination of the space-time population rate with geo-graphical data. The real time population of each activity space at each dong in Seoul has been calculated by multiplying the space-time population rates to the numbers of employer of three categories of activity spaces(residential, working, and commercial). By utilizing GIS, we visualize the results of two time points(3AM and 3PM) and then analyze the spacio-temporal characteristics of real time population distribu-tionin Seoul. The Day time population distribution pattern shows strong relationships with the distribution of business and commercial activities, while the night time population distribution pattern can be explained by resident population distribution almost perfectly.

참고문헌 (Reference)

1 허민오, "확률 그래프 모델을 이용한 스마트폰 사용자의 이동경로 학습 및 실시간 예측 기법" 한국정보과학회 39 (39): 425-435, 2012

2 빈미영, "통행사슬유형 선택행태에 관한 연구" 대한교통학회 28 (28): 7-19, 2011

3 박운호, "통행사슬 유형 구분을 통한 수도권 전일제 근로자의 시간이용 및 활동패턴 분석" 한국경제지리학회 17 (17): 759-770, 2014

4 전범수, "지하철 이동 중 무선 인터넷 및 스마트폰 콘텐츠 서비스 이용에 관한 탐색적 연구" 사회과학연구소 29 (29): 179-196, 2013

5 이금숙, "지역에 대한 인터넷 블로그 정보와 지역 경제경관의 변화 - 서울 북촌을 사례로 -" 한국경제지리학회 15 (15): 206-227, 2012

6 임정수, "인터넷 이용패턴에 대한 연구: 채널 레퍼토리 형성과 수용자 집중 현상을 중심으로" 한국언론학회 47 (47): 11-305, 2003

7 빈미영, "스마트폰과 스마트 모빌리티" 10 (10): 6-13, 2013

8 이재형, "스마트폰 이용행태 및 소비지 트랜드" 44 (44): 27-31, 2010

9 김상일, "스마트폰 사용자의 장소 추론을 위한 시간 모델링 방안 연구" 169-170, 2013

10 이금숙, "수도권 광역도시철도 하루 시간대별 이용 빈도에 의해 구분된 역 집단과 통행자의 통행 연쇄 패턴 간 관계" 대한지리학회 45 (45): 592-608, 2010

11 이금숙, "서울시 도로교통흐름에 대한 시·공간적 분석" 한국경제지리학회 12 (12): 521-539, 2009

12 이금숙, "서울시 대중교통 이용자의 통행패턴 분석" 한국경제지리학회 9 (9): 379-395, 2006

13 박종수, "서울 수도권 지하철 교통망에서 승객 흐름의 분석" 한국정보과학회 16 (16): 316-323, 2010

14 김호성, "서울 수도권 지하철 교통망 승객 흐름의 시각화" 한국콘텐츠학회 10 (10): 397-405, 2010

15 이수영, "방송 · 통신 융합과 수용자의 미디어 이용행태의 변화" 한국방송학회 (58) : 145-175, 2004

16 김경민, "물리적 도시공간구조가 상업용 부동산시장에 미치는 영향" 한국경제지리학회 16 (16): 71-85, 2013

17 조창현, "도시 일상생활 연구의 시공간적 접근: 활동기반 이론에 의한 통행 행태 연구의 확장" (주)푸른길 2013

18 강남준, "군집분석방법을 사용한 미디어 레퍼토리 유형분석" 한국방송학회 22 (22): 7-46, 2008

19 Hägerstrand, T., "What about people in regional science?" 24 : 7-24, 1970

20 Badoe, D. A., "Transportation-landuse interaction: empirical f indings in North America, and their implications for modeling" 5 : 235-263, 2000

21 Janelle, D. G., "The temporal ordering of urban space and daily activity patterns for population role groups" 5 : 117-137, 1998

22 Clapp, J. M., "The intrametropolitan location of office activities" 20 (20): 387-399, 1980

23 Boarnet, M., "The influence of land use on travel behavior: specification and estimation strategies" 35 : 823-845, 2001

24 Malleson N, "The impact of using social media data in crime rate calculations: shifting hot spots and changing spatial patterns" 2014

25 Goodchild, M. F., "The city around the clock: space-time patterns of urban ecological structure" 16 : 807-820, 1984

26 Roth, C., "Structure of urban movements: polycentric activity and entangled hierarchical Flows" 6 (6): e15923-, 2011

27 Lee, K., "Statistical analysis of the metropolitan Seoul Subway System: Network structure and passenger flows" 387 : 6231-6234, 2008

28 이금숙, "Sleepless in Seoul: ‘The Ant and the Metrohopper’" 한국물리학회 57 (57): 823-825, 2010

29 Zandvliet, R., "Short-term dynamics in the use of places: a space-time typology of visitor populations in the Netherlands" 43 (43): 1159-1176, 2006

30 이금숙, "Relationship between Diurnal Patterns of Transit Ridership and Land Use in the Metropolitan Seoul Area" 한국경제지리학회 15 (15): 26-41, 2012

31 Malleson, N., "New insights into individual activity spaces using Crowd-Sourced Big Data" 2014

32 Goh, S., "Modification of the gravity model and application to the metropolitan Seoul subway system" 2012

33 Ko, J., "Model for Twitter dynamics: Public attention and time series of tweeting" 404 : 142-149, 2014

34 Lee, K., "Master equation approach to the intraurban passenger flow and application to the Metropolitan Seoul Subway system" 44 : 2011

35 Liao, L., "Learning and inferring transportation routines" 171 (171): 311-331, 2007

36 Bentley, G. A., "Intraurban journeys and activity linkages" 11 : 213-220, 1977

37 Ghose, S., "Interactive Functions and Their Impacts on the Appeal of Internet Presence Sites" 38 : 29-43, 1998

38 Kwon, H. W., "Information-sharing tendency on Twitter and time evolution of tweeting" 101 : 58004-, 2013

39 Goh, S., "Emergence of criticality in the transportation passenger flow: scaling and renormalization in the Seoul bus system" 9 (9): 89980-, 2014

40 Chen, C., "Does the built environment make a difference? Additional evidence from the daily activity and travel behavior of homemakers living in NYC and suburbs" 15 (15): 380-395, 2007

41 Janelle, D., "Diurnal patterns of social group distributions in a Canadian City" 59 (59): 403-425, 1983

42 Chen, C., "Diurnal pattern of transit ridership: a case study of the New York City subway system" 17 : 176-186, 2009

43 Yee, J. L., "Analysis of activity duration using the Puget Sound transportation panel" 34 : 607-624, 2000

44 Birkin M., "An investigation of the sensitivity of a dynamic microsimulation model of urban neighbourhood dynamics" 306-319, 2014

45 Thrift, N., "An introduction to time-geography" 1-37, 1977

46 Anas, A., "Advances in urban Systems Modelling" Amsterdam 299-322, 1986

47 Adler, T., "A theoretical and empirical model of trip chaining behavior" 13 : 243-257, 1979

48 Golob, T. F., "A simultaneous model of household activity participation and trip chain generation" 34 (34): 355-376, 2000

49 Miller, H. J., "A measurement theory for time geography" 37 (37): 17-45, 2005

50 Goodchild, M. F., "A factorial model of aggregate spatio-temporal behavior: application to the diurnal cycle" 25 (25): 277-294, 1993