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

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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