Browse > Article
http://dx.doi.org/10.14248/JKOSSE.2018.14.1.019

Methodology for Deriving Technical Information Based on Stakeholder Requirements - Focused on 4th Industry Nanosensor Case  

Gi, Wan Wook (Industrial Management & Engineering, POSTECH)
Kim, Kwang Soo (Industrial Management & Engineering, POSTECH)
Hong, Dae Geun (Graduate Institute of Ferrous Technology, POSTECH)
Publication Information
Journal of the Korean Society of Systems Engineering / v.14, no.1, 2018 , pp. 19-27 More about this Journal
Abstract
For the purpose of technology planning and R&D strategy, this research developed a methodology for deriving technical information based on stakeholder requirements using natural language processing technology. The requirements are decomposed into semantic information based on grammar rules, and then the requirement information based technology information can be derived by linking with the three technical information extracted from the patent.
Keywords
Natural language processing; Patent analysis; Systems engineering; Semantic analysis;
Citations & Related Records
Times Cited By KSCI : 1  (Citation Analysis)
연도 인용수 순위
1 Wan Wook Ki, Jun Pil Kim, Dae Geun Hong Suk-Hwan Suh, A Study on Application of Systems Engineering Technical Process to FEED in Plant construction Industry - focused on a case of Environmental Plant. Journal of the Korean Society of Systems Engnieering, Vol.9 No.2, p.37-53, 2013.   DOI
2 Lee, Sungjoo, Byungun Yoon, and Yongtae Park. "An approach to discovering new technology opportunities: Keyword-based patent map approach." Technovation 29.6 p.481-497, 2009.   DOI
3 Trappey, Amy JC, et al. "A review of technology standards and patent portfolios for enabling cyber-physical systems in advanced manufacturing." IEEE Access 4 p.7356-7382, 2016.   DOI
4 Huddar, Vijay, et al. "Predicting Complications in Critical Care Using Heterogeneous Clinical Data." IEEE Access 4 p.7988-8001. 2016.   DOI
5 Norton, Melanie. Introductory concepts in information science. Information Today, Inc., 2000.
6 Karki, M. M. S. "Patent citation analysis: A policy analysis tool." World Patent Information 19.4 p.269-272, 1997.   DOI
7 Electronic Industry Alliance (EIA), "ANSI/EIA 632, Process for engineering a system", EIA, Arlington, VA, 1998.
8 Ed Gorski, Dennis Harrel and Finis Southworth, A Project Management and Systems Engineering Structure for a Generation IV Very High Temperature Reactor, ICSE & INCOSE Joint 2004 Conference, Las Vegas, NV, U.S.A., Sep. 15-18, 2004
9 INCOSE SE Handbook Working Group, Systems Engineering Handbook: A Guide for System Life Cycle Processes and Activities v.3.2.2, INCOSE-TP-2003-002-03.2.2., 2011.
10 Chen, Danqi, and Christopher Manning. "A fast and accurate dependency parser using neural networks." Proceedings of the 2014 conference on empirical methods in natural language processing (EMNLP). 2014.