Jianxi Luo

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 56

Top Topics

Natural Language

Aerial Vehicles

Future Directions

Top Venues

IEEE Trans. Engineering Management

J. Assoc. Inf. Sci. Technol.

Publications

Liuqing Chen, Zebin Cai, Zhaojun Jiang, Jianxi Luo, Lingyun Sun, Peter R. N. Childs, Haoyu Zuo
AskNatureNet: A divergent thinking tool based on bio-inspired design knowledge. Adv. Eng. Informatics 62 (2024)
Shuo Jiang, Jie Hu, Christopher L. Magee, Jianxi Luo
Deep Learning for Technical Document Classification. IEEE Trans. Engineering Management 71 (2024)
Shuo Jiang, Jianxi Luo
AutoTRIZ: Artificial Ideation with TRIZ and Large Language Models. CoRR (2024)
Qihao Zhu, Leah Chong, Maria Yang, Jianxi Luo
Reading Users' Minds from What They Say: An Investigation into LLM-based Empathic Mental Inference. CoRR (2024)
Xinyu Zhang, Jiangeng Huang, Yuanhao Huang, Kangyao Huang, Lei Yang, Yan Han, Li Wang, Huaping Liu, Jianxi Luo, Jun Li
Intelligent Amphibious Ground-Aerial Vehicles: State of the Art Technology for Future Transportation. IEEE Trans. Intell. Veh. 8 (1) (2023)
L. Siddharth, Jianxi Luo
Empirical Basis of Engineering Design Knowledge. CoRR (2023)
Serhad Sarica, Ji Han, Jianxi Luo
Design representation as semantic networks. Comput. Ind. 144 (2023)
Guangtong Li, L. Siddharth, Jianxi Luo
Embedding knowledge graph of patent metadata to measure knowledge proximity. J. Assoc. Inf. Sci. Technol. 74 (4) (2023)
Jianxi Luo
Data-Driven Innovation: What Is It? IEEE Trans. Engineering Management 70 (2) (2023)
Qihao Zhu, Jianxi Luo
Toward Artificial Empathy for Human-Centered Design: A Framework. CoRR (2023)
L. Siddharth, Jianxi Luo
Towards Populating Generalizable Engineering Design Knowledge. CoRR (2023)
Serhad Sarica, Jianxi Luo
Innovation Slowdown: Decelerating Concept Creation and Declining Originality in New Technological Concepts. CoRR (2023)
Serhad Sarica, Ji Han, Jianxi Luo
Design Representation as Semantic Networks. CoRR (2022)
Qihao Zhu, Jianxi Luo
Generative Design Ideation: A Natural Language Generation Approach. CoRR (2022)
Chaoyang Song, Jianxi Luo, Katja Hölttä-Otto, Warren P. Seering, Kevin Otto
Crowdfunding for Design Innovation: Prediction Model With Critical Factors. IEEE Trans. Engineering Management 69 (4) (2022)
Xinyu Zhang, Jiangeng Huang, Yuanhao Huang, Kangyao Huang, Lei Yang, Yan Han, Li Wang, Huaping Liu, Jianxi Luo, Jun Li
Intelligent Amphibious Ground-Aerial Vehicles: State of the Art Technology for Future Transportation. CoRR (2022)
Shuo Jiang, Serhad Sarica, Binyang Song, Jie Hu, Jianxi Luo
Patent Data for Engineering Design: A Critical Review and Future Directions. J. Comput. Inf. Sci. Eng. 22 (1) (2022)
Guangtong Li, L. Siddharth, Jianxi Luo
Embedding Knowledge Graph of Patent Metadata to Measure Knowledge Proximity. CoRR (2022)
Jianxi Luo, Serhad Sarica, Kristin L. Wood
Guiding Data-Driven Design Ideation by Knowledge Distance. CoRR (2022)
Qihao Zhu, Jianxi Luo
Generative Transformers for Design Concept Generation. CoRR (2022)
L. Siddharth, Guangtong Li, Jianxi Luo
Enhancing Patent Retrieval using Text and Knowledge Graph Embeddings: A Technical Note. CoRR (2022)
Jianxi Luo
Data-Driven Innovation: What Is It. CoRR (2022)
L. Siddharth, Luciënne T. M. Blessing, Kristin L. Wood, Jianxi Luo
Engineering Knowledge Graph From Patent Database. J. Comput. Inf. Sci. Eng. 22 (2) (2022)
Qihao Zhu, Xinyu Zhang, Jianxi Luo
Biologically Inspired Design Concept Generation Using Generative Pre-Trained Transformers. CoRR (2022)
Qihao Zhu, Xinyu Zhang, Jianxi Luo
Generative Pre-Trained Transformers for Biologically Inspired Design. CoRR (2022)
Claudia M. Eckert, Jianxi Luo
Guest Editorial: Innovation in Design Processes. IEEE Trans. Engineering Management 69 (4) (2022)
L. Siddharth, Luciënne T. M. Blessing, Jianxi Luo
Natural Language Processing in-and-for Design Research. CoRR (2021)
Jianxi Luo, Serhad Sarica, Kristin L. Wood
Guiding data-driven design ideation by knowledge distance. Knowl. Based Syst. 218 (2021)
Qihao Zhu, Jianxi Luo
Generative Pre-Trained Transformer for Design Concept Generation: An Exploration. CoRR (2021)
Shuo Jiang, Jianxi Luo, Jie Hu, Christopher L. Magee
Deep Learning for Technical Document Classification. CoRR (2021)
Shuo Jiang, Jie Hu, Kristin L. Wood, Jianxi Luo
Data-Driven Design-by-Analogy: State of the Art and Future Directions. CoRR (2021)
Shuo Jiang, Serhad Sarica, Binyang Song, Jie Hu, Jianxi Luo
Patent Data for Engineering Design: A Review. CoRR (2021)
L. Siddharth, Luciënne T. M. Blessing, Kristin L. Wood, Jianxi Luo
Engineering Knowledge Graph from Patent Database. CoRR (2021)
Shuo Jiang, Jianxi Luo
Technology Fitness Landscape and the Future of Innovation. CoRR (2021)
Serhad Sarica, Binyang Song, Jianxi Luo, Kristin L. Wood
Idea generation with Technology Semantic Network. Artif. Intell. Eng. Des. Anal. Manuf. 35 (3) (2021)
Serhad Sarica, Jianxi Luo
Stopwords in Technical Language Processing. CoRR (2020)
Serhad Sarica, Jianxi Luo
Design Knowledge Representation with Technology Semantic Network. CoRR (2020)
Chaoyang Song, Jianxi Luo, Katja Hölttä-Otto, Warren P. Seering, Kevin Otto
Crowdfunding for Design Innovation: Prediction Model with Critical Factors. CoRR (2020)
Serhad Sarica, Jianxi Luo, Kristin L. Wood
TechNet: Technology semantic network based on patent data. Expert Syst. Appl. 142 (2020)
Serhad Sarica, Bowen Yan, Jianxi Luo
Data-Driven Intelligence on Innovation and Competition: Patent Overlay Network Visualization and Analytics. Inf. Syst. Manag. 37 (3) (2020)
Ji Han, Serhad Sarica, Feng Shi, Jianxi Luo
Semantic Networks for Engineering Design: A Survey. CoRR (2020)
Shuo Jiang, Jianxi Luo, Guillermo Ruiz Pava, Jie Hu, Christopher L. Magee
A CNN-based Patent Image Retrieval Method for Design Ideation. CoRR (2020)
Jianxi Luo
Total Technology Space Map as a Digital Platform. HICSS (2019)
Marakkalage Sumudu Hasala, Serhad Sarica, Billy Pik Lik Lau, Sanjana Kadaba Viswanath, Balasubramaniam Thirunavukarasu, Chau Yuen, Belinda Yuen, Jianxi Luo, Richi Nayak
Understanding the Lifestyle of Older Population: Mobile Crowdsensing Approach. IEEE Trans. Comput. Soc. Syst. 6 (1) (2019)
Bowen Yan, Jianxi Luo
Multicores-periphery structure in networks. Netw. Sci. 7 (1) (2019)
Serhad Sarica, Jianxi Luo, Kristin L. Wood
Technology Knowledge Graph Based on Patent Data. CoRR (2019)
Bowen Yan, Jianxi Luo
The Superior Knowledge Proximity Measure for Patent Mapping. CoRR (2019)
Serhad Sarica, Jianxi Luo
An Infinite Regress Model of Design Change Propagation in Complex Systems. IEEE Syst. J. 13 (4) (2019)
Serhad Sarica, Bowen Yan, Gerardo Bulato, Pratik Jaipurkar, Jianxi Luo
Data-Driven Network Visualization for Innovation and Competitive Intelligence. HICSS (2019)
Bangqi Yin, Jianxi Luo
How Do Accelerators Select Startups? Shifting Decision Criteria Across Stages. IEEE Trans. Engineering Management 65 (4) (2018)
Jianxi Luo, Binyang Song, Luciënne T. M. Blessing, Kristin L. Wood
Design opportunity conception using the total technology space map. Artif. Intell. Eng. Des. Anal. Manuf. 32 (4) (2018)
Bowen Yan, Jianxi Luo
Measuring technological distance for patent mapping. J. Assoc. Inf. Sci. Technol. 68 (2) (2017)
Bowen Yan, Jianxi Luo
Filtering patent maps for visualization of diversification paths of inventors and organizations. J. Assoc. Inf. Sci. Technol. 68 (6) (2017)
Jeff Alstott, Giorgio Triulzi, Bowen Yan, Jianxi Luo
Mapping technology space by normalizing patent networks. Scientometrics 110 (1) (2017)
Jianxi Luo
Expansionism-Based Design and System of Systems. CSDM Asia (2016)
Bowen Yan, Jianxi Luo
Multicore-periphery structure in networks. CoRR (2016)
Bowen Yan, Jianxi Luo
Network Maps of Technology Fields: How Measures of Relatedness Influence Network Structures. CoRR (2015)
Jeff Alstott, Giorgio Triulzi, Bowen Yan, Jianxi Luo
Mapping Technology Space by Normalizing Technology Relatedness Networks. CoRR (2015)
Bowen Yan, Jianxi Luo
Filtered Patent Maps for Predicting Diversification Paths of Inventors and Organizations. CoRR (2015)
Jianxi Luo, Daniel E. Whitney
Asymmetry in in-degree and out-degree distributions of large-scale industrial networks. CoRR (2015)
Jianxi Luo
The power-of-pull of economic sectors: A complex network analysis. Complex. 18 (5) (2013)
Jianxi Luo, Christopher L. Magee
Detecting evolving patterns of self-organizing networks by flow hierarchy measurement. Complex. 16 (6) (2011)