SAO-based core technological components' identification

Chao Yang, Donghua Zhu, Xuefeng Wang

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    3 Citations (Scopus)

    Abstract

    Technologies play an important role in the survival and development of enterprises. Understanding and monitoring the core technological components (e.g., technology process, operation method, function) of a technology is an important issue for researchers to develop R&D policy and manage product competitiveness. However, it is difficult to identify core technological components from a mass of terms, and we may experience some difficulties with describing complete technical details and understanding the terms-based results. This paper proposes a Subject-Action-Object (SAO)-based method, in which (1) SAO structures are extracted from patents for describing the function, relationship and operation in specified topics; (2) a systematic method is built to extract and screen technological components from SAOs; and (3) we propose a 'relevance indicator' to calculate the relevance of the technological components to requirements, and finally identify core technological components based on this indicator. An empirical study of graphene is performed to demonstrate the proposed method. The resulting knowledge may hold interest for R&D management and corporate technology strategies in practice.

    Original languageEnglish
    Title of host publicationSKIMA 2016 - 2016 10th International Conference on Software, Knowledge, Information Management and Applications
    PublisherInstitute of Electrical and Electronics Engineers Inc.
    Pages67-72
    Number of pages6
    ISBN (Electronic)9781509032976
    DOIs
    Publication statusPublished - 2 Jul 2016
    Event10th International Conference on Software, Knowledge, Information Management and Applications, SKIMA 2016 - Chengdu, China
    Duration: 15 Dec 201617 Dec 2016

    Publication series

    NameSKIMA 2016 - 2016 10th International Conference on Software, Knowledge, Information Management and Applications

    Conference

    Conference10th International Conference on Software, Knowledge, Information Management and Applications, SKIMA 2016
    Country/TerritoryChina
    CityChengdu
    Period15/12/1617/12/16

    Keywords

    • Patent Analysis
    • Subject-Action-Object (SAO)
    • Technological Components
    • Text Mining

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