Publications on TechNet
Construction of TechNet
TechNet: Technology Semantic Network Based On Patent Data
Serhad Sarica, Jianxi Luo, Kristin Wood
Expert Systems with Applications, 142, 112995, 2020. Preprint, Database, API, Web Portal
Semantic Networks for Engineering Design: State of the Art and Future Directions
Ji Han, Serhad Sarica, Feng Shi, Jianxi Luo
Journal of Mechanical Design (SI: AI and Engineering Design), 144(2): 020802, 2022. Preprint, Video
TechNet 2.0: Expanding Technology Semantic Network with Qualitative Relations to Enhance Reasoning Capabilities
Serhad Sarica, Jianxi Luo
10th Conference on Design Computing and Cognition (DCC), Glasgow, UK, July 4-6, 2022. Preprint, Video
Applications of TechNet
Design Representation as Semantic Networks
Serhad Sarica, Ji Han, Jianxi Luo
Computers in Industry, Minor Revision & Resubmission, 2022
Idea Generation with Technology Semantic Network
Serhad Sarica, Binyang Song, Jianxi Luo, Kristin Wood
Artificial Intelligence for Engineering Design, Analysis and Manufacturing, 35(3), 2021, 265-283. Preprint
Guiding Data-Driven Design Ideation by Knowledge Distance
Jianxi Luo, Serhad Sarica, Kristin Wood
Knowledge-Based Systems, 218, 106873, 2021. Preprint
Design Knowledge Representation With Technology Semantic Network
Serhad Sarica, Jianxi Luo
International Conference on Engineering Design(ICED21), Gothenburg, Sweden. 2021. Preprint, Slides
Engineering Knowledge Graph for Keyword Discovery in Patent Search
Serhad Sarica, Song Binyang; En Low, Jianxi Luo
International Conference on Engineering Design (ICED19), Delft, Netherlands, 2019
Technology Knowledge Graph for Design Exploration: Application to Designing the Future of Flying Cars
Serhad Sarica, Binyang Song, Jianxi Luo
ASME IDETC/CIE - Computers and Information in Engineering Conference, Anaheim, CA, 2019