Jianxi Luo

Orcid: 0000-0001-5892-8432

According to our database1, Jianxi Luo authored at least 55 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Deep Learning for Technical Document Classification.
IEEE Trans. Engineering Management, 2024

Retrieval augmented generation using engineering design knowledge.
Knowl. Based Syst., 2024

Reading Users' Minds from What They Say: An Investigation into LLM-based Empathic Mental Inference.
CoRR, 2024

AutoTRIZ: Artificial Ideation with TRIZ and Large Language Models.
CoRR, 2024

AskNatureNet: A divergent thinking tool based on bio-inspired design knowledge.
Adv. Eng. Informatics, 2024

2023
Embedding knowledge graph of patent metadata to measure knowledge proximity.
J. Assoc. Inf. Sci. Technol., April, 2023

Intelligent Amphibious Ground-Aerial Vehicles: State of the Art Technology for Future Transportation.
IEEE Trans. Intell. Veh., January, 2023

Data-Driven Innovation: What Is It?
IEEE Trans. Engineering Management, 2023

Empirical Basis of Engineering Design Knowledge.
CoRR, 2023

Towards Populating Generalizable Engineering Design Knowledge.
CoRR, 2023

Innovation Slowdown: Decelerating Concept Creation and Declining Originality in New Technological Concepts.
CoRR, 2023

Toward Artificial Empathy for Human-Centered Design: A Framework.
CoRR, 2023

Design representation as semantic networks.
Comput. Ind., 2023

2022
Patent Data for Engineering Design: A Critical Review and Future Directions.
J. Comput. Inf. Sci. Eng., February, 2022

Crowdfunding for Design Innovation: Prediction Model With Critical Factors.
IEEE Trans. Engineering Management, 2022

Guest Editorial: Innovation in Design Processes.
IEEE Trans. Engineering Management, 2022

Engineering Knowledge Graph From Patent Database.
J. Comput. Inf. Sci. Eng., 2022

Biologically Inspired Design Concept Generation Using Generative Pre-Trained Transformers.
CoRR, 2022

Generative Transformers for Design Concept Generation.
CoRR, 2022

Enhancing Patent Retrieval using Text and Knowledge Graph Embeddings: A Technical Note.
CoRR, 2022

Generative Pre-Trained Transformers for Biologically Inspired Design.
CoRR, 2022

Generative Design Ideation: A Natural Language Generation Approach.
CoRR, 2022

2021
Guiding data-driven design ideation by knowledge distance.
Knowl. Based Syst., 2021

Natural Language Processing in-and-for Design Research.
CoRR, 2021

Patent Data for Engineering Design: A Review.
CoRR, 2021

Generative Pre-Trained Transformer for Design Concept Generation: An Exploration.
CoRR, 2021

Technology Fitness Landscape and the Future of Innovation.
CoRR, 2021

Data-Driven Design-by-Analogy: State of the Art and Future Directions.
CoRR, 2021

Idea generation with Technology Semantic Network.
Artif. Intell. Eng. Des. Anal. Manuf., 2021

2020
Data-Driven Intelligence on Innovation and Competition: Patent Overlay Network Visualization and Analytics.
Inf. Syst. Manag., 2020

TechNet: Technology semantic network based on patent data.
Expert Syst. Appl., 2020

Design Knowledge Representation with Technology Semantic Network.
CoRR, 2020

Semantic Networks for Engineering Design: A Survey.
CoRR, 2020

Stopwords in Technical Language Processing.
CoRR, 2020

A CNN-based Patent Image Retrieval Method for Design Ideation.
CoRR, 2020

2019
Understanding the Lifestyle of Older Population: Mobile Crowdsensing Approach.
IEEE Trans. Comput. Soc. Syst., 2019

An Infinite Regress Model of Design Change Propagation in Complex Systems.
IEEE Syst. J., 2019

Multicores-periphery structure in networks.
Netw. Sci., 2019

Technology Knowledge Graph Based on Patent Data.
CoRR, 2019

The Superior Knowledge Proximity Measure for Patent Mapping.
CoRR, 2019

Data-Driven Network Visualization for Innovation and Competitive Intelligence.
Proceedings of the 52nd Hawaii International Conference on System Sciences, 2019

Total Technology Space Map as a Digital Platform.
Proceedings of the 52nd Hawaii International Conference on System Sciences, 2019

2018
How Do Accelerators Select Startups? Shifting Decision Criteria Across Stages.
IEEE Trans. Engineering Management, 2018

Design opportunity conception using the total technology space map.
Artif. Intell. Eng. Des. Anal. Manuf., 2018

2017
Mapping technology space by normalizing patent networks.
Scientometrics, 2017

Filtering patent maps for visualization of diversification paths of inventors and organizations.
J. Assoc. Inf. Sci. Technol., 2017

Measuring technological distance for patent mapping.
J. Assoc. Inf. Sci. Technol., 2017

2016
Multicore-periphery structure in networks.
CoRR, 2016

Expansionism-Based Design and System of Systems.
Proceedings of the Complex Systems Design & Management Asia - Smart Nations, 2016

2015
Filtered Patent Maps for Predicting Diversification Paths of Inventors and Organizations.
CoRR, 2015

Network Maps of Technology Fields: How Measures of Relatedness Influence Network Structures.
CoRR, 2015

Asymmetry in in-degree and out-degree distributions of large-scale industrial networks.
CoRR, 2015

Mapping Technology Space by Normalizing Technology Relatedness Networks.
CoRR, 2015

2013
The power-of-pull of economic sectors: A complex network analysis.
Complex., 2013

2011
Detecting evolving patterns of self-organizing networks by flow hierarchy measurement.
Complex., 2011


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