Browse > Article
http://dx.doi.org/10.5389/KSAE.2007.49.1.023

Classification of Rural Villages Using Information Theory  

Lee, Ji-Min (서울대학교 대학원)
Lee, Jeong-Jae (서울대학교 농업생명과학대학 조경.지역시스템공학부)
Publication Information
Journal of The Korean Society of Agricultural Engineers / v.49, no.1, 2007 , pp. 23-33 More about this Journal
Abstract
Classification results of rural villages provide useful information about rural village characteristics to select similar villages in rural development project; many researches about regional classification have been practiced. Recently rural amenity was introduced as an alternative for rural development, and rural villages have been surveyed to find potential resources for rural development by 'Rural Amenity Resources Survey Project'. Accumulated information through this survey project could be used to classify rural villages. However existing rural classification method using statistical data is not efficient method to use rural amenity resources information described with text. We introduced Information Bottleneck Method (IBM) based on information theory and implemented this method to classification with rural amenity resources information of Yanggang-myen, Yeongdong-gun in Chungbuk province.
Keywords
Information Bottleneck Method (IBM); Information theory; Classification of rural villages;
Citations & Related Records
Times Cited By KSCI : 1  (Citation Analysis)
연도 인용수 순위
1 Jung, N.-S., 2005, Development of Surveying Tables and Items for Rural Amenity Resources Assessment, The Journal of Korean Society of Rural Planning 11(4), pp. 9-15
2 Kim, J.-S. and Lee, S.-H., 1995, A study on the classification of the rural region of Miryang Si, Researches of Dong-A University 20, pp. 241-253
3 Korean Society of Rural Planning, 2005, Rural Amenity Resources Survey Report, Rural Resource Development Institute
4 Kwon, J.-A., Lee, D.-K. and Choi, J.-Y., A Study on the Planning for the Environmentally Friendly Rural Comunity - Based on the Assessment of Moonhwa Villages -, Journal of the Korea Planners association, 36(2): 33-43
5 Tishby, N., F. Pereira, and W. Bialek, 1999, The Information Bottleneck Method, In Proceeding of the 37th Allerton Conference on Communication and Computation
6 Shan, C.-H. and Youn, Y.-C., 1997, Classification of Mountain - Village Areas by the Site Characteristics, the Journal of Korean Forest Society, pp, 46-55
7 Kim, H.-K., 1985, Classification of Small Town for Rural Revitalization, Environmental Researches of Seoul National University 23, pp. 26-49
8 Lim, H.-M., 1999, A Study on the Relationships between local Politics and Administration, The Korean Association for Policy Studies 8(3): 49-78
9 Lee, S.-Y., Kim, E.-J. and Kim, Y., 2005, A Study on Classification of Rural Areas for Selection of Less-Favored Area, Korean Journal of Agricultural Management and Policy 32(3)
10 Chung, H.-W., Park, B.-T., Kim, S.-J. and Choi, J.-Y., 1995, A study on Rural land use planning technique (I) -Sub-regional analysis by Principal component analysis-, The Journal of Korean society of rural planning, 1(2), pp. 33-42
11 Slonim, N., 2002, The Information Bottleneck: Theory and Applications, Ph.D. Thesis, The Hebrew University of Jerusalem, Jerusalem, Israel
12 Lee, W.-S., 2003, A Study on the Regional Classification for the Differentiation of National Assistance, The Korea Spatial Planning Review
13 Slonim, N. and N. Tishby, 2000, Document Clustering Using Word Clusters via the Information Bottleneck Method, In Proceedings of SIGIR-2000, pp. 208-215
14 Jeon, Y.-G. and Ryu, S.-H., 1998, An Approach on the Spatial Boundary of Rural Development Project by Areal Classification Technique, The Journal of Korean Society of Rural Planning, 4(2), pp. 128-137
15 Choi, S.-M. and Koh, C.-K., 1986, Extraction of Standard Rural Area for Design of Rural Settlement System in Reclaimed Land, Journal of the Korean Society of Agricultural Engineers, 28 (2), pp, 53-62
16 Lee, J.-S. and Han, G.-B., 1996, A study on the Distribution of Public Price of Land and its Regional Types, Korea Planners association 31(6), pp. 53-64
17 Oh, K.-S., Lee, W.-K. and Jung, Y.-W., 1993, A GIS Approach towards the Evaluation of the Quality of the Urban Residential Environment and to Zoning for Management, The Journal of GIS Association of Korea, 4(2), pp. 121-130
18 Lee, I.-B., Yeo, J.-T., 1998, The Typologie Study of Historic and Cultural Resources for the Tourism Development; The Case of Southern Chungchung Province, The Journal of Tourism Science, pp. 64-70
19 Lee, J.-H., 1987, Classification of Rural areas in Korea, Korea Rural Economic Review 10(4)
20 Yoon, S.-S. and Joo, H.-G., 2005, A Classification of Regional Pattern Analysis for the Planning in Chungbuk using Multivariate Analysis, The Journal of Korean Society of Rural Planning, 11(2)
21 Lee, S.-G., 1992, Relation of the Regional Policies and Classification of Daegu and Gyeongbuk, The Researche of Saemaul and Regional Development Institute 13
22 Slonim, N. and N. Tishby, 1999, Agglomerative Information Bottelneck, In Advances in Neural Information Processing Systems 12, pp. 617-623
23 Jeon, Y.-G., 1997, A study on planning unit for rural development programs considering regional characteristics, The Journal of Korean Society of Rural Planning, 3(1), pp. 41-53
24 Lee, S.-H., 1995, Classification of Rural Area by Maul, Korea Agricultural Economics association, pp. 2129-2143
25 Park, C.-G. and Dauh, S.-W., A study on the Classification of the Urban - Rural Consolidated Cities according to their Land Use Characteristics, The Journal of Korea Urban Management Association, 13(2), pp. 145-166
26 Yim, S.-H., 2005, An Analysis of Regional Types of Rural Areas, The Journal of Korea Regional Geography, 11(2)
27 Jyoung, Su-Youn, 2004, A study on the characteristics by the type of regions in Korea, Korean Journal of Real Estate Analysts Association 8(1)
28 Choi, Y.-J. and Hong, J.-H., 2004, Classification of Urban-Rural Consolidated Cities and Urban Competitiveness, The Summer Conference of Korean Association for Local Government Studies
29 Kim, H.-Y., Rhee, S.-H., Lee, H.-J., Jeon, W.-J., Chung, R.-P., Cho, H.-S. and Jeon, Y.-G., 1993, Development of Rural Settlement Planning Model Through Engineering and Agricultural Approach(II) - Anayslis of Land Use Planning-, The Journal of Korean Society of Agricultural Engineers, 35(3), pp. 33-42
30 Kim, Y.-H. and Kim, K.-R., 2001, A Study on Classification of Yanbian Agriculture, The Korean Journal of Cooperative Studies, pp. 115-136
31 Song, D.-B. and Oh, N.-H., 2001, The classification and characteristic analysis of rural communities in Chungnam Province, The Journal of Korean Regional Development Association, 13(3), pp. 107-120
32 Jeong, A.-S. and Lee, D.-H., 1988, The Classification of Rural Areas by Multivariate Analysis Methods, The Journal of Korea Agricultural Economics association, 29, pp. 25-42
33 Dauh, S.-W., 2000, Quality of Life of Urban-Rural Consolidated Cities according to Land Use, Winter Conference of Korean Association for Public Administration, pp, 529-556
34 Kim, B.-H., Hwang, K.-B., Chang, J.-H. and Zhang, B.-T., 2003, Double Clustering of Gene Expression Data Based on the Information Bottleneck Method, The Spring Conference of Korea Information Science Society
35 Lee, J.-S., 2002, A study on the classification of regional pattern by cluster analysis utilizing factor scores, The Journal of Korea Planners association, 37(4), pp. 191-199   과학기술학회마을
36 Jang, T.-J., 1998, A study on the spatial characteristics based on the typical classification of the rural areas, The Journal of Architectural Institute of Korea, 14(4), pp. 69-79
37 Kim, J.-S. and Lee, S.-H., 1995, A study on the classification of the rural region of Miryang Si, Researches of Dong-A University 20, pp. 241-253