TY - GEN
T1 - Innovative Solutions for Enhanced Driving Safety
T2 - 22nd IFIP WG 5.1 International Conference on Product Lifecycle Management, PLM 2025
AU - Seyedi, Seyednavid
AU - Gardoni, Mickael
N1 - Publisher Copyright:
© IFIP International Federation for Information Processing 2026.
PY - 2026
Y1 - 2026
N2 - Creativity and Innovation Techniques (CIT) play a vital role in fostering ongoing development across industries, yet their practical implementation remains challenging. Traditional CIT methods often require substantial expertise, are limited by human knowledge, and lack clear procedural guidelines. TRIZ, a well-established creative problem-solving methodology, offers a structured approach but does not fully address problem definition and solution generation. This research explores how integrating AI-driven frameworks, such as ChatGPT, with TRIZ can enhance innovation by expanding the knowledge discovery process and supporting solution selection beyond conventional expertise. The proposed framework leverages machine learning to define contradictions, establish evaluation criteria, and streamline innovation. A case study demonstrates its effectiveness in solving engineering challenges, highlighting its potential to improve decision-making and problem-solving across diverse fields.
AB - Creativity and Innovation Techniques (CIT) play a vital role in fostering ongoing development across industries, yet their practical implementation remains challenging. Traditional CIT methods often require substantial expertise, are limited by human knowledge, and lack clear procedural guidelines. TRIZ, a well-established creative problem-solving methodology, offers a structured approach but does not fully address problem definition and solution generation. This research explores how integrating AI-driven frameworks, such as ChatGPT, with TRIZ can enhance innovation by expanding the knowledge discovery process and supporting solution selection beyond conventional expertise. The proposed framework leverages machine learning to define contradictions, establish evaluation criteria, and streamline innovation. A case study demonstrates its effectiveness in solving engineering challenges, highlighting its potential to improve decision-making and problem-solving across diverse fields.
KW - Artificial intelligence
KW - Creativity and Innovation Techniques
KW - TRIZ
UR - https://www.scopus.com/pages/publications/105023488032
U2 - 10.1007/978-3-032-09700-2_22
DO - 10.1007/978-3-032-09700-2_22
M3 - Contribution to conference proceedings
AN - SCOPUS:105023488032
SN - 9783032096999
T3 - IFIP Advances in Information and Communication Technology
SP - 222
EP - 231
BT - Product Lifecycle Management. PLM in the Age of Model-Based Engineering in Industry - 22nd IFIP WG 5.1 International Conference, PLM 2025, Revised Selected Papers
A2 - Mas, Fernando
A2 - Del Valle, Carmelo
A2 - Eynard, Benoît
A2 - Rivest, Louis
A2 - Bouras, Abdelaziz
PB - Springer Science and Business Media Deutschland GmbH
Y2 - 6 July 2025 through 9 July 2025
ER -