Journal of Digital Convergence (디지털융복합연구)

The Society of Digital Policy and Management (한국디지털정책학회)
권호 표지
DOI QR코드

DOI QR Code

Analyzing Architectural History Terminologies by Text Mining and Association Analysis

텍스트 마이닝과 연관 관계 분석을 이용한 건축역사 용어 분석

  • 김민정 (숙명여자대학교 소비자경제학과) ;
  • 김철주 ((주)동방문화유산)
  • Received : 2016.12.01
  • Accepted : 2017.01.20
  • Published : 2017.01.28
Download PDF
⟨ Previous Next ⟩

Abstract

Architectural history traces the changes in architecture through various traditions, regions, overarching stylistic trends, and dates. This study identified terminologies related to the proximity and frequency in the architectural history areas by text mining and association analysis. This study explored terminologies by investigating articles published in the "Journal of Architectural History", a sole journal for the architectural history studies. First, key terminologies that appeared frequently were extracted from paper that had titles, keywords, and abstracts. Then, we analyzed some typical and specific key terminologies that appear frequently and partially depending on the research areas. Finally, association analysis was used to find the frequent patterns in the key terminologies. This research can be used as fundamental data for understanding issues and trends in areas on the architectural history.

건축의 한 분야인 동시에 역사학의 한 분야이기도 한 건축역사는 건축양식의 변천을 다루기는 하나 사회적, 경제적, 문화적, 기술적 상황 등의 시대 배경을 종합적으로 고찰할 필요가 있다. 그러므로 건축역사에서 주로 사용되는 용어는 다양한 분야를 아우를 수밖에 없다. 따라서 본 연구에서는 건축역사 관련 문헌을 대상으로 텍스트 마이닝과 연관 관계 분석을 수행하여 어떤 용어가 건축역사에서 핵심적인 용어인지를 파악해보았다. 우선 국내 건축역사 분야 유일한 학술지인 "건축역사연구"를 선정하여 지금까지 게재된 논문의 제목과 주제어, 초록에 사용된 용어 중 고빈도로 출현하는 핵심 용어들을 도출하였다. 다음으로 연구 분야별 문헌들을 구분하여 핵심 용어의 특징을 분석하였다. 마지막으로, 연관 관계 분석을 통해 핵심 용어들 간에 유기적인 관계를 분석하고 시각화하였다. 이러한 건축역사 핵심 용어의 파악은 건축역사 분야의 지금까지의 논의 내용과 향후 방향성을 이해하는데 유용할 것이다.

Keywords

References

  1. H. Khang, C. S. Yoon, "A Study on the Approach and Interpretation in the Architectural History." Proceedings of the Architectural Institute of Korea, Vol. 2, No. 2, pp. 27-30, 1982.
  2. S. J. Lee, S. H. Lee, H. J. Seol, Y. T. Park, "Using Patent Information for Designing New Product and Technology: Keyword based Technology Roadmapping." R and R Management, Vol. 38, No. 2, pp. 169-188, 2008.
  3. S. G. Cho, S. B. Kim, "Finding Meaningful Pattern of Key Words in IIE Transactions using Text Mining." Journal of Korean Institute of Industrial Engineers, Vol. 38, No. 1, pp. 67-73, 2012. https://doi.org/10.7232/JKIIE.2012.38.1.067
  4. A. Balahur, R. Steinberger, "Rethinking Sentiment Analysis in the News: from Theory to Practice and Back." Proceedings of the 1st Workshop on Opinion Mining and Sentiment Analysis, pp. 1-12, 2009.
  5. M. H. Hwang, J. Park, "Lexical and Phrasal Analysis of Online Discourse of Type 2 Diabetes Patients based on Text-Mining." Journal of Digital Convergence, Vol. 12, No. 6, pp. 655-667, 2014. https://doi.org/10.14400/JDC.2014.12.6.655
  6. Y. S. Jeong, "Business Process Model for Efficient SMB using Big Data." Journal of IT Convergence Society for SMB, Vol. 5, No. 4, pp. 11-16, 2015.
  7. S. H. Hong, "New Authentication Methods based on User's Behavior Big Data Analysis on Cloud." Journal of IT Convergence Society for SMB, Vol. 6, No. 4, pp. 31-36, 2016.
  8. H. B. Lee, "For Terms of Korean Traditional Architecture-Toenmaru or Jjokmaru ?" Journal of Architectrual History, Vol. 12, No. 4, pp. 226-228, 2003.
  9. H. B. Lee, "Effort for Establishment of Terms of Korean Traditional Architecture-1. Toenmaru, Jjokmaru." Journal of Architectural History, Vol. 20, No. 4, pp. 197-204, 2011.
  10. H. B. Lee, "Effort for Establishment of Terms of Korean Traditional Architecture-2. Dori: Napdori, Doridori, Jjakjjakkung ?" Journal of Architectural History, Vol. 20, No. 5, pp. 144-147, 2011.
  11. H. B. Lee, "Effort for Establishment of Terms of Korean Traditional Architecture-3. 'Soeseo?' Cow tongue ?" Journal of Architectural History, Vol. 21, No. 1, pp. 217-222, 2012.
  12. H. B. Lee, "Gyoduhyeong ?-Establishment of Terms of Korean Traditional Architecture 5." Journal of Architectural History, Vol. 23, No. 1, pp. 84-92, 2014.
  13. W. J. Kim, "Can Architectural Terminology in Uigwe be a Standard for Terminology Unification ?" Journal of Architectural History, Vol. 14, No. 1, pp. 227-234, 2005.
  14. K. I. Jang, "The Course of Establishment of Architecture Terms." Review of Architecture and Building Science, Vol. 33, No. 5, pp. 66-68, 1989.
  15. J. M. Choi, S. J. Kang, "Issues of Articles Covering Outstanding Management of Apartment Complexes - Content Analysis of Newspaper Reports with Lexical Statistics -." Journal of the Korean Housing Association, Vol. 17, No. 4, pp. 131-143m 2006.
  16. S. H. Lee, "A Study on the Characteristics of Small-scale Urban Housing Planning in Modern Japan-Feature Analysis of Architect's Discourse in Group Housing by Text mining-." Journal of the architectural institute of Korea : Planning &design, Vol. 30, No. 9, pp.129-136, 2014.
  17. E. S. Park, J. E. Kim, "A Study on the Tangibility and Intangibility Value Contents Influence Factor of Kongmyo Shrine Using Text Mining Analysis." Korea Science & Art Forum, Vol. 22, pp. 169-183, 2015. https://doi.org/10.17548/ksaf.2015.12.22.169
  18. E. S. Park, J. E. Kim, "A Study on the Cultural and Technical Influence Factor Using Unstructured Data Analysis." Korea Science & Art Forum, Vol. 20, pp. 227-241, 2015. https://doi.org/10.17548/ksaf.2015.06.20.227
  19. K. H. Choi, J. A. Yoo, "A Reviews on the Social Network Analysis using R." Journal of the Korea Convergence Society, Vol. 6, No. 1, pp. 77-83, 2015. https://doi.org/10.15207/JKCS.2015.6.1.077
  20. National Institute of Korean Language, "Rules for English Orthography."http://www.korean.go.kr/front/page/pageView.do?page_id=P000124&mn_id=97.
  21. Y. B. Jung, E. S. Park, "Keyword Analysis of Two SCI Journals on Rock Engineering by using Text Mining." Tunnel & Underground Space, Vol. 25, No. 4, pp. 303-319, 2015. https://doi.org/10.7474/TUS.2015.25.4.303
  22. Y. J. Shin, M. S. Yim, "A Study of the Relationship Analysis between Mobile Application by using an Association Rules." Journal of the Korea Convergence Society, Vol. 3, No. 2, pp.19-26, 2012.