Journal of the Korean BIBLIA Society for library and Information Science (한국비블리아학회지)

Korean Biblia Society for Library and Information Science (한국비블리아학회)
권호 표지
DOI QR코드

DOI QR Code

Analyzing the Study Trends of 'Sense of Place' Using Text Mining Techniques

텍스트마이닝 기법을 활용한 국내외 장소성 관련 연구동향 분석

  • 이인아 (연세대학교 정보대학원) ;
  • 김혜진 (국립공주대학교 문헌정보교육과)
  • Received : 2019.05.22
  • Accepted : 2019.06.11
  • Published : 2019.06.30
Download PDF
⟨ Previous Next ⟩

Abstract

Main Path Analysis (MPA) is one of the text mining techniques that extracts the core literature that contributes knowledge transfer based on citation information in the literature. This study applied various text mining techniques to abstract of the paper related with sense-of-place, which is published at Korea and abroad from 1990 to 2018 so that could discuss in a macro perspective. The main path analysis results showed that from 1990, overseas research on sense-of-place has been carried out in the order of personal identity, public land management, environmental education and urban development-related areas. Also, by using the network analysis, this study found that sense-of-place was discussed at various levels in Korea, including urban development, culture, literature, and history. On the other hand, it has been found that there are few topic changes in international studies, and that discussions on health, identity, landscape and urban development have been going on steadily since the 1990s. This study has implications that it presents a new perspective of grasping the overall flow of relevant research.

주경로 분석(Main Path Analysis, MPA)은 문헌의 인용정보를 기반으로 지식이 전달되는데 기여한 핵심 문헌을 추출하는 텍스트마이닝 기법 중 하나이다. 본 연구는 1990년부터 2018년까지 국내외에서 발행된 장소성 관련 논문의 인용정보와 초록을 토대로 주경로 분석과 단어동시출현빈도 연관어 네트워크 분석을 적용하여 연구동향을 파악하였다. 1990년부터 2018년까지 수집된 문헌을 5년씩 기간 구분하여 (마지막 기간은 3년) 각 기간 별로 국내외에서 장소성 관련 연구가 전반적으로 어떻게 진행되었는지 비교 분석하여 제시하였다. 주경로 분석 결과, 1990년부터 해외의 장소성 관련 연구는 개인 정체성, 공공 토지 관리, 환경 교육, 도시 개발 분야 순으로 진행되어 온 것으로 나타났다. 단어동시출현을 기반으로 한 연관어 네트워크를 통해서는 국내의 경우 도시 개발, 문화, 문학, 역사 등 다양한 차원에서 장소성이 논의되는 격변기를 겪는 것으로 해석할 수 있었다. 반면 국외에서는 건강, 정체성, 경관, 도시 개발 관련 논의가 90년대부터 꾸준히 이루어지고 있는 것으로 파악되었다. 본 연구는 장소성 연구동향을 기존의 특정 영역에 장소성 개념을 적용하여 분석하는 미시적 관점의 분석이 아닌 다양한 텍스트마이닝 기법을 적용하여 장소성을 주제로 삼고 있는 논문의 전반적인 흐름을 파악하는 통시적 접근의 방법을 제시하였다는 점에서 시사점을 지닌다.

Keywords

BBROBV_2019_v30n2_189_f0001.png 이미지

<그림 1> 장소성 관련 문헌의 주경로 추출 결과(해외)

BBROBV_2019_v30n2_189_f0002.png 이미지

<그림 2> 장소성 관련 단어동시출현 기반 연관어 네트워크: 1990년부터 2005까지(P1-P3)

BBROBV_2019_v30n2_189_f0003.png 이미지

<그림 3> 장소성 관련 단어동시출현 기반 연관어 네트워크: 2006년부터 2010까지(P4)

BBROBV_2019_v30n2_189_f0004.png 이미지

<그림 4> 장소성 관련 단어동시출현 기반 연관어 네트워크: 2011년부터 2015까지(P5)

BBROBV_2019_v30n2_189_f0005.png 이미지

<그림 5> 장소성 관련 단어동시출현 기반 연관어 네트워크: 2016년부터 2018까지(P6)

<표 1> 수집된 국내외 장소성 관련 논문 건수

BBROBV_2019_v30n2_189_t0001.png 이미지

<표 2> 장소성 관련 단어동시출현 기반 키워드 추출 결과: 1990년부터 2005까지(P1-P3)

BBROBV_2019_v30n2_189_t0002.png 이미지

<표 2> 장소성 관련 단어동시출현 기반 키워드 추출 결과: 1990년부터 2005까지(P1-P3) (계속)

BBROBV_2019_v30n2_189_t0003.png 이미지

<표 3> 장소성 관련 단어동시출현 기반 키워드 추출 결과: 2006년부터 2010년까지(P4)

BBROBV_2019_v30n2_189_t0004.png 이미지

<표 4> 장소성 관련 단어동시출현 기반 키워드 추출 결과: 2011년부터 2015년까지(P5)

BBROBV_2019_v30n2_189_t0005.png 이미지

<표 5> 장소성 관련 단어동시출현 기반 키워드 추출 결과: 2016년부터 2018년까지(P6)

BBROBV_2019_v30n2_189_t0006.png 이미지

References

  1. Kim, Min-suk. 2012. "A Study on the Placeness of Baek Seok's Poetry." Literary Criticism, 46: 65-106.
  2. Kim, Seong-Hee and Rho-Sa Chang. 2010. "The Study on the Research Trend of Social Network Analysis and the its Applicability to Information Science." Journal of the Korean Society for Information Management, 27(4): 71-87. https://doi.org/10.3743/KOSIM.2010.27.4.071
  3. Kim, Yu-Kon and Ki-Young Suh. 2000. "A Study on changing characteristics of a place based on analysis of structural elements of form: focused on a part Tae-Hang-No." Architectural Research, 20(2): 211-214.
  4. Kim, Hae Young and Sae June Kim. 2014. "A Study on the Effect of Formative Factors of Placeness on Place Attachment, the Value Perception and Visitor's Behavioral Intentions in Museum: A Case of Museums in Jeong-dong." Korean association of arts management, 30: 185-217.
  5. Kim, Hee-Jin and Mack-Joong Choi. "Characteristics of Commercial Gentrification and Change in Perception of Placeness in Cultural Districts: The Case of Samcheong-dong and Sinsa-dong Streets in Seoul." Journal of Korea Planning Association, 51(2): 97-112 https://doi.org/10.17208/jkpa.2016.06.51.3.97
  6. Park, Beom-Jong and Seonyoung Seo. 2018. "A Study on the Effect of Local Development Using Place Marketing: Focused on Incheon and Busan's Chinatown." Culture and Convergence, 40(2): 167-198.
  7. Park, Byung Eun and Gyoo Gun Lim. 2015. "A Study on the Impact Factors of Contents Diffusion in Youtube using Integrated Content Network Analysis." Journal of Intelligence and Information Systems, 21(3): 19-36. https://doi.org/10.13088/jiis.2015.21.3.19
  8. Park, Jung-Su and Hyun-Joon Yoo. 2007. "The Recovery of Placeness; in Old Seoul Station." Architectural Research, 27(1): 185-188.
  9. Baik, Seonhae. 2004. "The Introduction of Art Festivals in Small Cities and the Creation of Placeness." Journal of the Korean Geographical Society, 39(6): 888-906.
  10. Lee, Kyu-Mok. 1980. "Notes on the Environmental Perception and a Sense of Place." Review of Architecture and Building Science, 24(3): 54-56.
  11. Lee, Dong-Won. 2017. "Extension Method of Association Rules Using Social Network Analysis." Journal of Intelligence and Information Systems, 23(4): 111-126. https://doi.org/10.13088/JIIS.2017.23.4.111
  12. Lee, Mu-Yong. 2006. "A Study on the Cultural Concept and Methodology of the Place Marketing Strategy." Journal of the Korean Geographical Society, 41(1): 39-57.
  13. Lee, Byeong-Kee. 2017. "A Study on the Placeness Formation of Elementary and Secondary School Students in School Libraries." Journal of Korean Library and Information Science Society, 48(2): 73-97. https://doi.org/10.16981/kliss.48.2.201706.73
  14. Lee, Seock-Hwan and Kee-Won Hwang. 1997. "The Ambiguous Concepts of Place and Placeness." Journal of Korea Planning Association, 32(5): 169-184.
  15. Lee, Yong Gyun. 2005. "Strategic Development of Place Marketing for the Jeju Free International City." Journal of the Korean Urban Geographical Society, 8(3): 21-34.
  16. Lee, Il-Woo and Kun-Hee Kang. 2000. "An Analysis of the Substance of the Place in Jongro district - In the Direction of the Urban Renewal Based on the Place." Architectural Research, 20(1): 199-202.
  17. Lee, Jeong-Ho. 2012. "A Study on the Formation of Placeness in Public Libraries." Journal of the Korean Biblia Sociery for Library and Information Science, 23(3): 253-278. https://doi.org/10.14699/kbiblia.2012.23.3.253
  18. Jung, Keun-Sik. 2010. "Locality and Sense of Place." Localitology, 15: 1.
  19. Choi, Mack-Joong and Mi-Ok Kim. 2001. "Empirical Analysis of Components and Economic Values of the Placeness: The Cases of Daehak and Rodeo Streets in Seoul." Journal of Korea Planning Association, 36(2): 153-162.
  20. Choi, Il Young, Yong Sung Lee, and Jae Kyeong Kim. 2010. "A Usage Pattern Analysis of the Academic Database Using Social Network Analysis in K University Library." Journal of the Korean Society for Information Management, 27(1): 25-40. https://doi.org/10.3743/KOSIM.2010.27.1.025
  21. Choi, Hee-Soo. 2018. "A Study on the Development Plan Using Evaluation of Local Cultural Festival: Focused on Suwon Hwaseong Cultural Festival." The Journal of Global Cultural Contents, 32: 279-298.
  22. Han, Beomsoo, Hee-Young Kim, and Sanghun Park. 2008. "Strengthening the Placeness by Networks of Cultural Tourism Contents Focused on the Themed Street." Seoul Studies, 9(4): 3-22.
  23. Hwang, Zoon-Ki and Dong-Hun Oh. 2015. "Cultural initiative Gentification phenomenon." Journal of the Korean Urban Management Association, 197-213.
  24. Ardoin, N. M., J. S. Schuh, and R. K. Gould. 2012. "Exploring the dimensions of place: a confirmatory factor analysis of data from three ecoregional sites." Environmental Education Research, 18(5): 583-607. https://doi.org/10.1080/13504622.2011.640930
  25. Brandenburg, A. M. and M. S. Carroll. 1995. "Your place or mine?: The effect of place creation on environmental values and landscape meanings." Society & Natural Resources, 8(5): 381-398. https://doi.org/10.1080/08941929509380931
  26. Brown, G., C. M. Raymond, and J. Corcoran. 2015. "Mapping and measuring place attachment." Applied Geography, 57: 42-53. https://doi.org/10.1016/j.apgeog.2014.12.011
  27. Easthope, H. 2004. "A place called home." Housing, theory and society, 21(3): 128-138. https://doi.org/10.1080/14036090410021360
  28. Frantzeskaki, N., F. van Steenbergen, and R. C. Stedman. 2018. "Sense of place and experimentation in urban sustainability transitions: the Resilience Lab in Carnisse, Rotterdam, The Netherlands." Sustainability science, 13: 1045-1059. https://doi.org/10.1007/s11625-018-0562-5
  29. Freeman, L. C. 1978. "Centrality in social networks conceptual clarification." Social Networks, 1(3): 215-239. https://doi.org/10.1016/0378-8733(78)90021-7
  30. Hay, R. 1998. "Sense of place in developmental context." Journal of environmental psychology, 18(1): 5-29. https://doi.org/10.1006/jevp.1997.0060
  31. He, Q. 1999. "Knowledge Discovery Through Co-Word Analysis." In Library Trends, 48(1): 133-159.
  32. Hummon, N. P. and P. Dereian. 1989. "Connectivity in a citation network: The development of DNA theory." Social Networks, 11(1): 39-63. https://doi.org/10.1016/0378-8733(89)90017-8
  33. Jorgensen, B. S. and R. C. Stedman. 2001. "Sense of place as an attitude: Lakeshore owners attitudes toward their properties." Journal of environmental psychology, 21(3): 233-248. https://doi.org/10.1006/jevp.2001.0226
  34. Kudryavtsev, A., R. C. Stedman, and M. E. Krasny. 2012. "Sense of place in environmental education." Environmental education research, 18(2): 229-250. https://doi.org/10.1080/13504622.2011.609615
  35. Kyle, G. T., J. D. Absher, and A. R. Graefe. 2003. "The moderating role of place attachment on the relationship between attitudes toward fees and spending preferences." Leisure sciences, 25(1): 33-50. https://doi.org/10.1080/01490400306552
  36. Kyle, G., A. Graefe, and R. Manning. 2005. "Testing the dimensionality of place attachment in recreational settings." Environment and behavior, 37(2): 153-177. https://doi.org/10.1177/0013916504269654
  37. Kyle, G., A. Graefe, R. Manning, and J. Bacon. 2003. "An examination of the relationship between leisure activity involvement and place attachment among hikers along the Appalachian Trail." Journal of leisure research, 35(3): 249-273. https://doi.org/10.1080/00222216.2003.11949993
  38. Kyle, G., A. Graefe, R. Manning, and J. Bacon. 2004. "Effects of place attachment on users' perceptions of social and environmental conditions in a natural setting." Journal of environmental psychology, 24(2): 213-225. https://doi.org/10.1016/j.jenvp.2003.12.006
  39. Lindstrom, B. 1997. "A sense of place: Housing selection on Chicago's north shore." The Sociological Quarterly, 38(1): 19-39. https://doi.org/10.1111/j.1533-8525.1997.tb02338.x
  40. Liu, B. 2011. Social network analysis. Berlin, Heidelberg: Springer.
  41. Liu, J. S. and L. Y. Lu. 2012. "An integrated approach for main path analysis: Development of the Hirsch index as an example." Journal of the American Society for Information Science and Technology, 63(3): 528-542. https://doi.org/10.1002/asi.21692
  42. Masterson, V. A., R. C. Stedman, J. Enqvist, M. Tengo, M. Giusti, D. Wahl, and U. Svedin. 2017. "The contribution of sense of place to social-ecological systems research: a review and research agenda." Ecology and Society, 22(1): 49. https://doi.org/10.5751/ES-08872-220149
  43. Morris, S. A. and B. Van der Veer Martens. 2008. "Mapping research specialties." Annual review of information science and technology, 42(1): 213-295. https://doi.org/10.1002/aris.2008.1440420113
  44. Newman, M. E. J. 2006. "Modularity and community structure in networks." PNAS, 103(23): 8577-8582. https://doi.org/10.1073/pnas.0601602103
  45. Prell, C. 2012. Social network analysis: History, theory, & methodology. London: Sage.
  46. Quinn, T., F. Bousquet, C. Guerbois, E. Sougrati, and M. Tabutaud. 2018. "The dynamic relationship between sense of place and risk perception in landscapes of mobility." Ecology and Society, 23(2): 39.
  47. Raymond, C. M., M. Kytta, and R. Stedman. 2017. "Sense of place, fast and slow: the potential contributions of affordance theory to sense of place." Frontiers in psychology, 8: 1674. https://doi.org/10.3389/fpsyg.2017.01674
  48. Relph, E. 1976. Place and placelessness (Vol. 1). London: Pion.
  49. Shamai, S. 1991. "Sense of place: An empirical measurement." Geoforum, 22(3): 347-358. https://doi.org/10.1016/0016-7185(91)90017-K
  50. Tuan, Y. F. 1977. Space and place: The perspective of experience. Minneapolis: University of Minnesota Press.
  51. Van Patten, S. R., and D. R. Williams. 2008. "Problems in place: Using discursive social psychology to investigate the meanings of seasonal homes." Leisure sciences, 30(5): 448-464. https://doi.org/10.1080/01490400802353190
  52. Verspagen, B. 2007. "Mapping technological trajectories as patent citation networks: A study on the history of fuel cell research." Advances in Complex Systems, 10(01): 93-115. https://doi.org/10.1142/S0219525907000945
  53. Williams, D. R. 2014. "Making sense of 'place': Reflections on pluralism and positionality in place research." Landscape and Urban Planning, 131: 74-82. https://doi.org/10.1016/j.landurbplan.2014.08.002

Cited by

  1. 텍스트마이닝 기법을 활용한 국내 음식관광 연구 동향 분석 vol.35, pp.1, 2020, https://doi.org/10.7318/kjfc/2020.35.1.65
  2. 언어 네트워크를 이용한 야외지질답사 관련 연구 동향 분석: 최근 21년(2000~2020년)을 중심으로 vol.14, pp.2, 2019, https://doi.org/10.15523/jksese.2021.14.2.173