나노 인포매틱스 기반 구축을 위한 구글 트렌드와 데이터 마이닝 기법을 활용한 나노 기술 트렌드 분석
Nano Technology Trend Analysis Using Google Trend and Data Mining Method for Nano-Informatics
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초록
Our research is aimed at predicting recent trend and leading technology for the future and providing optimal Nano technology trend information by analyzing Nano technology trend. Under recent global market situation, Users’ needs and the technology to meet these needs are changing in real time. At this point, Nano technology also needs measures to reduce cost and enhance efficiency in order not to fall behind the times. Therefore, research like trend analysis which uses search data to satisfy both aspects is required. This research consists of four steps. We collect data and select keywords in step 1, detect trends based on frequency and create visualization in step 2, and perform analysis using data mining in step 3. This research can be used to look for changes of trend from three perspectives. This research conducted analysis on changes of trend in terms of major classification, Nano technology of 30’s, and key words which consist of relevant Nano technology. Second, it is possible to provide real-time information. Trend analysis using search data can provide information depending on the continuously changing market situation due to the real-time information which search data includes. Third, through comparative analysis it is possible to establish a useful corporate policy and strategy by apprehending the trend of the United States which has relatively advanced Nano technology. Therefore, trend analysis using search data like this research can suggest proper direction of policy which respond to market change in a real time, can be used as reference material, and can help reduce cost.
Abstract
Our research is aimed at predicting recent trend and leading technology for the future and providing optimal Nano technology trend information by analyzing Nano technology trend. Under recent global market situation, Users’ needs and the technology to meet these needs are changing in real time. At this point, Nano technology also needs measures to reduce cost and enhance efficiency in order not to fall behind the times. Therefore, research like trend analysis which uses search data to satisfy both aspects is required. This research consists of four steps. We collect data and select keywords in step 1, detect trends based on frequency and create visualization in step 2, and perform analysis using data mining in step 3. This research can be used to look for changes of trend from three perspectives. This research conducted analysis on changes of trend in terms of major classification, Nano technology of 30’s, and key words which consist of relevant Nano technology. Second, it is possible to provide real-time information. Trend analysis using search data can provide information depending on the continuously changing market situation due to the real-time information which search data includes. Third, through comparative analysis it is possible to establish a useful corporate policy and strategy by apprehending the trend of the United States which has relatively advanced Nano technology. Therefore, trend analysis using search data like this research can suggest proper direction of policy which respond to market change in a real time, can be used as reference material, and can help reduce cost.
참고문헌 (13)
- Daly, E.M., "Social network analysis for routing in disconnected delay-tolerant MANETs", ACM, 9(14), pp.32~40 (2007)
- Fraley, C.A., "How Many Clusters? Which Clustering Method? Answers Via Model-Based Cluster Analysis", The Computer Journal, 41(8), pp.578~588 (1998)
- Fritsch, M., "The impact of network structure on knowledge transfer : an application of social network analysis in the context of regional innovation networks", Ann Reg Sci., 44, pp.21~38 (2010)
- 한장협, "특허정보를 활용한 분산형 에너지 기술융합 네트워크 분석 : 대구지역을 중심으로", 산업경영시스템학회지, 39(3), pp.156~169 (2016), 한국산업경영시스템학회
- Kim, M.J., "Green Growth and Nanotechnology Policy-Focus on France, Germany, and Northern Europe-", National Nanotechnology Policy Center, 1~44 (2015)
- Lee, J. K., "Analysis of Climate Change Researches Related to Water Resources in the Korean Peninsula", Climate Change Research, 3(1), pp.71~88 (2012)
- "Supply and demand technology manpower in the field of nanotechnology" (2013)[URL]
- Lee, S., "Traffic planning using Big Data : Midnight bus and accident reduction", Seoul Transportation Policy Package, 1~16 (2017)
- 이승은, "빅데이터를 활용한 에너지신산업 트렌드 분석", 한국혁신학회지, 11(1), pp.143~163 (2016), 한국혁신학회
- 민기영, "철강산업 트렌드 분석을 위한 텍스트 마이닝도입 연구 : P社 사례를 중심으로", 한국전자거래학회지, 19(3), pp.51~64 (2014), 한국전자거래학회[DOI]
- Comparison of R&D investment between Korea and major countries, "Oh, Y.J.", KISTEP, 1~14 (2015)
- "Data is The New Oil of the Digital Economy" (2014)[URL]
- Market trends of nanotechnology and nanomaterials, "Yu, S.H.", KISTI, 1~7 (2016)