뉴스데이터의 LDA 토픽 분석을 통한 장수군 농촌지역 활성화 사업의 특징- 관광·생활 키워드를 중심으로 -

키워드

참고문헌 (59)

1. Ahn, S., "An Analysis of Influence Factors on the Satisfaction of Rural Village Development Projects", The Korean Association for Local Government Studies, 2, pp.1~34 (2014)
2. Asuncion, A., "On smoothing and inference for topic models", Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence, pp.27~34 (2009), AUAI Press
3. Barranco, J., "Validity and systematicity of newspaper data in event analysis", Eur Sociol Rev, 15(3), pp.301~322 (1999)
4. Battisti, F. D., "A decade of research in statistics : a topic model approach", Scientometrics, 103, pp.413~433 (2015)
5. Binkley, D., "Understanding LDA in source code analysis", Proceedings of the 22nd Int’l Conf. on Program Comprehension, pp.26~36 (2014), ACM
6. Blei, D., "Modeling annotated data", Proceedings of the 26th annual international ACM SIGIR conference on Research and development in information retrieval, pp.127~134 (2003), ACM
7. Blei, D., "Introduction to probabilistic topic models", Communications of the ACM, pp.77~84 (2011)
8. Blei, D. M., "Probabilistic topic models", Communications of the ACM, 55(4), pp.77~84 (2012)
9. Brauer, R., "Quality of life in rural areas: A topic for the Rural Development policy?", Bulletin of Geography. Socio-economic Series, 25, pp.25~54 (2014)
10. Chandra, Y., "Mining social entrepreneurship strategies using topic modeling", PLoS ONE, 11(3), pp.1~28 (2016)
11. Daniel, B., "Big data and analytics in higher education : opportunities and challenges", British Journal of Educational Technology, 46(5), pp.904~920 (2015)
12. Ding, W., "Dynamic topic detection and tracking : A comparison of HDP, C-word, and cocitation methods", Journal of the Association for Information Science and Technology, 65(10), pp.2084~2097 (2014)
13. Earl, J., "The use of newspaper data in the study of collective action", Annu Rev Sociol, 30, pp.65~80 (2004)
14. Friedman, J. H., "On Bias, Variance, 0", 1-Loss, and the Curse of Dimensionality, 1997, pp.1, 55~77
15. Friedmann, J., "Regional Development and Planning : The Story of a Collaboration", International Regional Science Review, 24(3), pp.386~395 (2001)
16. Gan, Q., "Document visualization : an overview of current research", Wiley Interdisciplinary Reviews : Computational Statistics, 6(1), pp.19~36 (2014)
17. Geman, S., "Neural Networks and the Bias", Variance Dilemma, 1992, pp.4, 1~58
18. Grant, S., "Using heuristics to estimate an appropriate number of latent topics in source code analysis", Science of Computer Programming, 78(9), pp.1663~1678 (2013)
19. Greene, D., "Unveiling the Political Agenda of the European Parliament Plenary:A Topical Analysis", Proceedings of the ACM Web Science Conference, pp.2~ (2015), ACM
20. Griffiths, T. L., "Finding scientific topics", Proceedings of the National academy of Sciences, 101(1), pp.5228~5235 (2004)
21. Guo, L., "Big social data analytics in journalism and mass communication : comparing dictionary-based text analysis and unsupervised topic modeling", Journalism & Mass Communication Quarterly, 93(2), pp.332~359 (2016)
22. Han, J., "Data Mining: Concepts and Techniques" (2011), Morgan Kaufmann Publishers
23. Hannigan, T., "Close encounters of the conceptual kind : disambiguating social structure from text", Big Data & Society, 2(2), pp.1~6 (2015)
24. Hastie, T., "The Elements of Statistical Learning: Data Mining, Inference, and prediction" (2008), Springer
25. Hu, Y., "Document sentiment classification by exploring description model of topical terms", Computer Speech and Language, 25, pp.386~403 (2011)
26. Huang, X., "Comparative news summarization using concept-based optimization", Knowledge and information systems, 31(3), pp.391~716 (2014)
27. Jacobi, C., "Quantitative analysis of large amounts of journalistic texts using topic modeling", Digital Journalism, 4(1), pp.89~106 (2016)
28. Jockers, M. L., "Text analysis with R for students of literature" (2014), Springer International Publishing
29. 정창호, "지역 중심도시와 연계한 정주환경 인식에 관한 연구－ 서부경남지역을 대상으로 －", 주거환경, 13(2), pp.41~52 (2015), 한국주거환경학회
30. Karl, A., "A practical guide to text mining with topic extraction", Wiley Interdisciplinary Reviews : Computational Statistics, 7(5), pp.326~340 (2015)
31. Kelly, J., "Service Quality Variation Across Urban Space : First Steps Toward a Model of Citizen Satisfaction", Journal of Urban Affairs, 24(3), pp.271~288 (2002)
32. 김은정, "읍·면 소재지 종합정비사업 평가지표 체계의 개선방안 -기존 소도읍 육성 사업의 평가지표 체계 분석을 바탕으로-", 한국농촌건축학회논문집, 14(1), pp.45~56 (2012), 한국농촌건축학회
33. 김정연, "기초생활권 중심지 정비사업의 평가와 개선방안 - 일반농산어촌지역 읍(동)면소재지종합정비사업을 중심으로 -", 한국지역개발학회지, 25(4), pp.133~152 (2013), 한국지역개발학회
34. 김지은, "텍스트 빅데이터 분석 기법을 활용한 대학구조개혁 평가의 쟁점 분석", 아시아교육연구, 17(3), pp.409~436 (2016), 교육연구소
35. 김용진, "IPA를 활용한 농촌중심지 활성화 사업에 대한 거주민 인식 - 장수군 장계면을 중심으로 -", 농촌계획, 23(3), pp.133~145 (2017), 한국농촌계획학회[DOI]
36. Ko, Y., "Typical Development Models for Revitalization of Rural Market Towns", Department of Bio Systems & Rural Engineering, pp.2009
37. 이순배, "소도읍육성사업의 경제적 효과에 관한 비교분석", 한국지방자치연구, 13(1), pp.31~54 (2011), 대한지방자치학회
38. 임창수, "농촌 거점면 중심지의 공간구조 특성 분석", 농촌계획, 15(3), pp.35~46 (2009), 한국농촌계획학회
39. 임화진, "빅데이터를 이용한 지역미래전략 수립에 관한 시론적 연구- SNS 및 언론기사 분석을 통하여-", 한국지적정보학회지, 17(1), pp.75~90 (2015), 한국지적정보학회
40. Lucas, C., "Computer-assisted text analysis for comparative politics", Political Analysis, 23(2), pp.254~277 (2015)
41. A New Approach to Rural Development, "MAFRA", ~ (2016)
42. A Plan to Develop General Farming and Fishing Villages in 2019, "MAFRA", ~ (2017)
43. Big data:the next frontier for innovation, competition and productivity, "Manyika, J.", McKinsey Global Institute, ~ (2011)
44. Matthies, B., "Computer-aided text analysis of corporate disclosures-demonstration and evaluation of two approaches", The International Journal of Digital Accounting Research, 15, pp.69~98 (2015)
45. Moreno, A., "Text analytics : the convergence of big data and artificial intelligence", International Journal of Interactive Multimedia and Artificial Intelligence, 3(6), pp.57~64 (2015)
46. Newman, M. E. J., "Fast algorithm for detecting community structure in networks", Phys. Rev, pp.E 69066133~ (2004)
47. Niedomysl, T., "Is there hidden potential for rural population growth in sweden?", Rural Sociology, 76(2), pp.257~279 (2011)
48. Oliver. P. E., "How events enter the public sphere : conflict, location, and sponsorship in local newspaper coverage of public events", Am J Sociol, 105(1), pp.38~87 (1999)
49. 박경옥, "농촌활성화사업 마을주민의 사업참여도와 마을 환경변화에 대한 만족도", 한국농촌건축학회논문집, 11(1), pp.57~66 (2009), 한국농촌건축학회
50. 박성진, "농촌지역 지속성을 위한 면소재지 활성화에 관한 연구 - 전라남도 내 면소재지의 주민 인식도 조사를 중심으로 -", 대한건축학회연합논문집, 16(5), pp.45~53 (2014), 대한건축학회지회연합회
51. Paul, M., "Factorial LDA: Sparse multi-dimensional text models", Advances in Neural Information Processing Systems, pp.2582~2590 (2012)
52. Ready, J., "Shock value : a comparative analysis of news reports and official police records on TASER deployments", Policing An Int J Police Strateg Manag, 32(1), pp.148~170 (2006)
53. Shumueli, G., "Data Mining for Business Intelligence: Concepts, Techniques, and Applications in Microsoft Office Excel with XLMiner" (2010), Wiley &Sons
54. Shmueli, G., "Predictive Analytics in Information Systems Research", MIS Quarterly, 35(3), pp.553~572 (2011)
55. A Study on the Evaluation and Model of participatory Community Development project in Korea, "Song, M.", Korea Rural Economic Institute, ~ (2004)
56. Steyvers, M., "Latent Semantic Analysis: A Road to Meaning", pp.427~448 (2007), Lawrence Erbaum Associates Publishers
57. Visvaldis, V., "Selecting indicators for sustainable development of small towns : the case of Valmiera municipality", Procedia Computer Science, 26, pp.21~32 (2013)
58. Wiedemann, G., "Opening up to big data:computer-assisted analysis of textual data in social science", Forum Qualitative Social Research, 14(2), pp.Art. 13~ (2013)
59. Zhang, X. -P., "Topic model for chinese medicine diagnosis and prescription regularities analysis : case on diabetes", Chinese journal of integrative medicine, 17, pp.307~313 (2011)

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