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    題名: Integrated methodologies for mapping and forecasting science and technology trends: A case of etching technology
    作者: Wu, Feng-Shang;Shiu, C.-C.
    吳豐祥
    貢獻者: 創新與創造力研究中心
    關鍵詞: Bibliometric analysis;Bibliometrics;Integrated method;Integrated methodology;Material processing technology;Patent database;Research fields;Research topics;Science and Technology;Scientific papers;Semiconductor industry;Text mining;Theory and practice;Time-periods;Trend analysis;Trend forecasting;Economics;Etching;Industrial management;Patents and inventions;Semiconductor device manufacture;Semiconductor growth;Technology
    日期: 2010
    上傳時間: 2015-06-10 12:06:13 (UTC+8)
    摘要: This study proposes an integrated trend analysis methodology by applying bibliometric analysis and text mining on both scientific paper and patent database. The bibliometric analysis is investigated in four different dimensions: publication growth, country/region, organization, classification. However, the text mining is obtained by keyword analysis for different time periods and research field maps. The integrated method is applied on etching technology which is a material processing technology particularly important for semiconductor industry. On the basis of the results obtained in the practice of etching technology, six different relations among the proposed two publication database (paper and patent) and two conventional trend forecasting method (bibliometrics and text-mining) are systematically analyzed as a framework for depicting a desirable Sci-Tech trend analysis model: Bibliometric analysis should be investigated first, and then text-mining is subsequently applied to discover important research topics of selected fields. The importance of paper and patent should be equally treated for obtaining a complete result taking into both theory and practice into consideration. © 2010 IEEE.
    關聯: PICMET '10 - Portland International Center for Management of Engineering and Technology, Proceedings - Technology Management for Global Economic Growth,2010, 論文編號 5603439, Pages 267-289
    資料類型: conference
    顯示於類別:[創新與創造力研究中心 ] 會議論文

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