Potential of patent image data as technology intelligence source

被引:4
|
作者
Jee, Jeonghun [1 ]
Park, Sanghyun [2 ]
Lee, Sungjoo [2 ]
机构
[1] Ajou Univ, Dept Artiicial Intelligence, Worldcup Ro 206, Suwon 16499, South Korea
[2] Seoul Natl Univ, Dept Ind Engn, 1 Gwanak Ro, Seoul 08826, South Korea
基金
新加坡国家研究基金会;
关键词
Patent analysis; Image data; Technology intelligence; Product structure; Network analysis; TEXT-MINING APPROACH; CLASSIFICATION; SELECTION;
D O I
10.1016/j.joi.2022.101263
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
With recent advances in natural language processing and data analytics techniques, useful in-sights can be extracted not only from bibliographic data but also from the descriptive data of patents. Now, those advances have enabled the use of patent image data as a source of technol-ogy intelligence in addition to the two conventional types of patent data. Accordingly, this study focuses on the potential of patent image data and proposes an analysis method for investigating product/service/technology structures using block diagram images among the several types of im-ages in patent documents. Using keywords extracted from patent block diagrams, the following four applications were introduced: (1) analysis of technology evolution, (2) in-depth investigation of technological elements, (3) comparative analysis with competitors, and (4) search for similar patents. The research findings of a case study on mobile earphone technology indicate that key -words are closely related to technological elements, and the four applications are found to be feasible. This study is among the first attempts to support technology intelligence using patent image data. It is also expected to be beneficial in subsequent studies and in practice, wherein patent image data convey valuable information regarding inventions.
引用
收藏
页数:19
相关论文
共 50 条
  • [1] PATENT FAMILIES IN TECHNOLOGY INTELLIGENCE PROCESSES
    Cerny, Jan
    Potancok, Martin
    PROCEEDINGS OF THE 8TH INTERNATIONAL CONFERENCE INNOVATION MANAGEMENT, ENTREPRENEURSHIP AND SUSTAINABILITY (IMES 2020), 2020, : 109 - 121
  • [2] A patent intelligence system for strategic technology planning
    Park, Hyunseok
    Kim, Kwangsoo
    Choi, Sungchul
    Yoon, Janghyeok
    EXPERT SYSTEMS WITH APPLICATIONS, 2013, 40 (07) : 2373 - 2390
  • [3] An analysis of the effects of artificial intelligence on electric vehicle technology innovation using patent data
    Lee, Mekyung
    WORLD PATENT INFORMATION, 2020, 63
  • [4] Patent technology of contemporary biomedical information intelligence
    Khong, PohWah
    Proceedings of the Fifth International Conference on Information and Management Sciences, 2006, 5 : 233 - 236
  • [5] Artificial Intelligence Technology Challenges Patent Laws
    Hu Shuijing
    Jiang Tao
    2019 INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION, BIG DATA & SMART CITY (ICITBS), 2019, : 241 - 244
  • [6] Unleashing bioprinting technology through patent intelligence
    Parikh, Meghana Tushar
    DRUG DISCOVERY TODAY, 2021, 26 (06) : 1547 - 1555
  • [7] Artificial intelligence in construction: Topic-based technology mapping based on patent data
    Wang, Guangbin
    Zhou, Yiwei
    Cao, Dongping
    AUTOMATION IN CONSTRUCTION, 2025, 172
  • [8] A PATENTLY OBVIOUS SOURCE FOR COMPETITOR INTELLIGENCE - THE PATENT LITERATURE
    OJALA, M
    DATABASE, 1989, 12 (04): : 43 - 49
  • [9] Exploring Potential Users of Patents for Technology Transfer: Utilizing Patent Citation Data
    Ji, Ilyong
    Lim, Hyungjoo
    Park, Tae-Young
    PROMOTING BUSINESS ANALYTICS AND QUANTITATIVE MANAGEMENT OF TECHNOLOGY: 4TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND QUANTITATIVE MANAGEMENT (ITQM 2016), 2016, 91 : 211 - 220
  • [10] PATENT INTELLIGENCE AND TECHNOLOGY - GLEANING PSEUDO-PROPRIETARY INFORMATION FROM PUBLICLY AVAILABLE DATA
    ALLCOCK, HM
    LOTZ, JW
    JOURNAL OF CHEMICAL INFORMATION AND COMPUTER SCIENCES, 1978, 18 (02): : 65 - 69