TY - JOUR
T1 - Application of artificial intelligence in technology management
T2 - status quo, challenges and opportunities
AU - Kim, Sunhye
AU - Song, Youngchul
AU - Go, Minseok
AU - Kim, Seha
AU - Kim, Minji
AU - Yoon, Byungun
N1 - Publisher Copyright:
© 2024 Informa UK Limited, trading as Taylor & Francis Group.
PY - 2024
Y1 - 2024
N2 - Technology management (TM) aims to enhance technical competitiveness, providing organizations with a market advantage. The increasing interest in artificial intelligence (AI) within TM has sparked debate: supporters praise AI's decision-making capabilities, while critics stress the importance of human expertise. This study advocates for integrating AI into TM as a supportive tool for human decision-making rather than replacing domain experts. To achieve this, a comprehensive literature review examines the integration of AI in TM, exploring potential benefits and challenges. The research analyzes text mining works, existing data, and the suitability of AI models for various TM tasks. Additionally, it reviews AI applications in TM, identifying opportunities and challenges.
AB - Technology management (TM) aims to enhance technical competitiveness, providing organizations with a market advantage. The increasing interest in artificial intelligence (AI) within TM has sparked debate: supporters praise AI's decision-making capabilities, while critics stress the importance of human expertise. This study advocates for integrating AI into TM as a supportive tool for human decision-making rather than replacing domain experts. To achieve this, a comprehensive literature review examines the integration of AI in TM, exploring potential benefits and challenges. The research analyzes text mining works, existing data, and the suitability of AI models for various TM tasks. Additionally, it reviews AI applications in TM, identifying opportunities and challenges.
KW - AI application
KW - Technology management
KW - artificial intelligence
KW - literature survey
UR - http://www.scopus.com/inward/record.url?scp=85200738358&partnerID=8YFLogxK
U2 - 10.1080/09537325.2024.2389141
DO - 10.1080/09537325.2024.2389141
M3 - Article
AN - SCOPUS:85200738358
SN - 0953-7325
JO - Technology Analysis and Strategic Management
JF - Technology Analysis and Strategic Management
ER -