Browse > Article

Analysis of Human Spatial Behavior with GPS and Visual OLAP Technology  

Cho, Jae-Hee (Dept. of MIS, Kwangwoon University)
Seo, Il-Jung (Graduate School, Kwangwoon University)
Publication Information
Information Systems Review / v.11, no.1, 2009 , pp. 181-196 More about this Journal
Abstract
New domains in the analysis of the behavior of moving objects, particularly within human social settings, are generating research interest due to significant advances in the accuracy and production cost of global positioning system (GPS) devices. However, although potential applications have been described in multiple research areas, practical and viable business implementations of GPS technology remain challenging. This paper combines the potential of GPS capabilities with the analytical power of OLAP and data visualization to examine data on the movements of visitors in a zoological garden. Based on this example, the benefits and limitations of the application of GPS technology to the analysis of human spatial behavior are discussed.
Keywords
GPS; Human Spatial Behavior; Spatiotemporal Data; Moving Objects; OLAP; Multidimensional Model; Data Visualization;
Citations & Related Records
연도 인용수 순위
  • Reference
1 현기숙, 이금숙, "소매 유통업체의 입지적 특성과 소비자 이동 행태에 대한 분석: 제주도 서귀포시를 사례로", 한국경제지리학회지, 제 7권， 제 1 호, 2004, pp. 97-115
2 Andrienko, G., Andrienko, N. and Wrobel, S., "Visual Analytics Tools for Analysis of Movement Data", ACM SIGKDD Explorations, Vol.9, No.2, 2007, pp. 38-46   DOI
3 Golledge, R. G. and Stimson, R. J., Spatial Behavior: A Geographical Perspective, Guilford, New York, 1997
4 Hi1l, M. R., "Stalking the Urban Pedestrian: a Comparison of Questionnaire and Tracking Methodologies for Behavioral Mapping in Large Scale Environments", Environment and Behavior, Vol.16, No.5, 1984, pp. 539-550   DOI   ScienceOn
5 Kwan, M. P., "Analysis of Human Spatial Behavior in a GIS Environment: Recent Developments and Future Prospects", Journal of Geographical Systems, Vol.2, No.1, 2000, pp. 85-90   DOI   ScienceOn
6 Thornton, P. R., Williarns, A. M. and Shaw, G., "Revisiting Time-Space Diaries: an Exploratory Case Study of Tourist Behaviour in Comwall, England", Environment and Planning A, Vol.29, No. 10, 1997, pp. 1847-1867   DOI   ScienceOn
7 Xie, R. and Shibaski, R. "Conceptual Framework of Human Spatial Behavior Simulation Based on HLA", in the 22nd Asian Conference on Remote Sensing, Vol.2, 2001, pp. 1269-1274
8 Erwig, M., Guting, R. H., Schneider, M. and Vazirgiannis， M., "Spatio-Temporal Data Types: An Approach to Modeling and Querying Moving Objects in Databases", Geolnformatica， Vol.3, No.3, 1999, pp. 269-296   DOI   ScienceOn
9 조재희, 서일정, "시공간데이터 분석을 위한 다차원 모델과 시각적 표현에 관한 연구", Joumal of Infonnation Technology Applications and Management, 제13권, 제1호, 2006, pp. 137-147
10 Asakura, Y. and Iryo, T., "Analysis of Tourist Behaviour Based on the Tracking Data Collected Using a Mobile Communication Instrument", Transportation Research Part A, Vol.41, No.7, 2007, pp. 684-690
11 양성윤， 박전자， "서울역 광장의 이용행태 분석을 통한 광장 활성화 방안 연구", 대한건축학회 학술발전논문집， 제 23 권， 제 1 호， 2003, pp. 563-566
12 Shoval, N., "Tracking Technologies and Urban Analysis", CITIES, Vol.25, No.1, 2008, pp. 21-28   DOI   ScienceOn
13 Shoval, N. and Isaacson, M., "The Application of Tracking Technologies to the Study of pedestrian Spatial Behaviour", The Professional Geographer, Vol.58, No.2, 2006, pp. 172-183   DOI   ScienceOn
14 Rivest, S., Bedard, Y., and Marchand, P., "Towards Better Support for Spatial Dedsion-Making: Defming the Characteristics of Spatial On-Line Analytical Processing(SOLAP)", Geomatica, Vol.55, No.4, 2001, pp. 539-555
15 이현욱， "뉴질랜드 크라이스트처치의 도시공원 조성과 이용행태에 관한 연구", 한국도시지리학회지， 제 6권， 제 2호， 2003, pp. 31-45
16 조재희， 박성진， OLAP 테크놀로지， 시그마컨설팅 그룹， 1999
17 Andrienko, N. and Andrienko, G., "Designing Visual Analytics Methods for Massive Collection of Movement Data", Cartographica, Vol.42, No.2, 2007, pp. 117-138   DOI   ScienceOn
18 Dodge, S., Weibel, R. and Lautenschütz, A. K., "Towards a Taxonomy of Movement Patterns", Information Visualization, Vol.7, No.3-4, 2008, pp. 240-252   DOI   ScienceOn
19 Han, J., Stefanovic, N. and Koperski, K., "Selective Materialization : An Efficient Method for Spatial Data Cube Construction", in Pacific-Asia Conference on Knowledge Discovery and Data Mining, 1998, pp. 144-158
20 Kuijpers， B. and Vaisman, A. A., "A Data Model for Moving Objects Supporting Aggregation",in Data Engineering Workshop, IEEE 23rd International Conference, 2007, pp. 546-554