杉本 理 (スギモト オサム)

SUGIMOTO Osamu

写真a

 

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  • Proposing a new categorization approach for routine, non rout ine, and manual occupations for analysis of polarization phenomena

    Osamu Sugimoto

    Western Regional Science Association 58th Annual Meeting, 2019 Napa, California, USA ( WRSA )    2019年  [査読有り]

    単著

    We propose a new method for categorizing occupations. Five categories introduced by Autor, i.e., non-routine cognitive; interpersonal, non-routine cognitive; analytical, non-routine manual physical; routine manual; and routine cognitive, have been widely used among researchers and are very important when research is conducted especially for employment and wage polarizations. In order to categorize occupations, skill requirement variables are used. Although variables in “Dictionary of Occupational Titles” used by Autor are most popular, original 1977 skill requirement variables might not represent current occupations in this emerging artificial intelligence (AI) era. Not only Autor’s but virtually all previous works assign skill requirement variables manually to five of each category. Accordingly assigning many variables to each category is practically difficult. We propose hierarchical clustering technique to categorize occupations into five categories. 253 skill requirement variables in O*Net are used. I found occupations such as taxi drivers classified into routine manual rather than non-routine manual once classified.

  • Proposing a new categorization approach for routine, non-routine, and manual occupations with analysis of polarization phenomena in Japan

    Osamu Sugimoto, Asao Ando

    第31回応用地域学会 研究発表大会 ( 応用地域学会 )    2017年

    共著

  • Economic Restructure Posed by Emerging IoT Era

    Osamu Sugimoto, Asao Ando

    The 55th Annual Meeting of the WRSA, Hawaii, 2016 ( WRSA )    2016年  [査読有り]

    共著

  • Economic Restructure Posed by ICT Innovation:Case of Japan

    The 54th Anunual Meeting of the WRSA, Tucson, Arizona, 2015 ( WRSA )    2015年  [査読有り]

    共著

  • HTML5標準化とその将来

    映像情報メディア学会誌 ( 映像情報メディア学会 )  69 ( 5 ) 457 - 461   2015年  [査読有り]

    単著

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  • 鹿児島大学   先端科学特別講義