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07/13/2023
Towards Populating Generalizable Engineering Design Knowledge
Aiming to populate generalizable engineering design knowledge, we propos...
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03/23/2023
Innovation Slowdown: Decelerating Concept Creation and Declining Originality in New Technological Concepts
The creation of new technological concepts through design reuses, recomb...
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03/19/2023
Toward Artificial Empathy for Human-Centered Design: A Framework
In the early stages of the design process, designers explore opportuniti...
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12/26/2022
Biologically Inspired Design Concept Generation Using Generative Pre-Trained Transformers
Biological systems in nature have evolved for millions of years to adapt...
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11/07/2022
Generative Transformers for Design Concept Generation
Generating novel and useful concepts is essential during the early desig...
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11/03/2022
Enhancing Patent Retrieval using Text and Knowledge Graph Embeddings: A Technical Note
Patent retrieval influences several applications within engineering desi...
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11/03/2022
Embedding Knowledge Graph of Patent Metadata to Measure Knowledge Proximity
Knowledge proximity refers to the strength of association between any tw...
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10/20/2022
Design Representation as Semantic Networks
Design representation is a common task in the design process to facilita...
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10/18/2022
Guiding Data-Driven Design Ideation by Knowledge Distance
Data-driven conceptual design methods and tools aim to inspire human ide...
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07/23/2022
Intelligent Amphibious Ground-Aerial Vehicles: State of the Art Technology for Future Transportation
Amphibious ground-aerial vehicles fuse flying and driving modes to enabl...
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01/19/2022
Data-Driven Innovation: What Is It
The future of innovation processes is anticipated to be more data-driven...
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11/27/2021
Natural Language Processing in-and-for Design Research
We review the scholarly contributions that utilise Natural Language Proc...
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11/16/2021
Generative Pre-Trained Transformer for Design Concept Generation: An Exploration
Novel concepts are essential for design innovation and can be generated ...
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11/15/2021
Patent Data for Engineering Design: A Critical Review and Future Directions
Patent data have long been used for engineering design research because ...
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06/27/2021
Deep Learning for Technical Document Classification
In large technology companies, the requirements for managing and organiz...
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06/12/2021
Engineering Knowledge Graph from Patent Database
We propose a large, scalable engineering knowledge graph, comprising set...
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06/03/2021
Data-Driven Design-by-Analogy: State of the Art and Future Directions
Design-by-Analogy (DbA) is a design methodology wherein new solutions, o...
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12/31/2020
Design Knowledge Representation with Technology Semantic Network
Engineers often need to discover and learn designs from unfamiliar domai...
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12/13/2020
Semantic Networks for Engineering Design: A Survey
There have been growing uses of semantic networks in the past decade, su...
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07/02/2020
Crowdfunding for Design Innovation: Prediction Model with Critical Factors
Online reward-based crowdfunding campaigns have emerged as an innovative...
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06/04/2020
Stopwords in Technical Language Processing
There are increasingly applications of natural language processing techn...
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03/10/2020
A CNN-based Patent Image Retrieval Method for Design Ideation
The patent database is often used in searches of inspirational stimuli f...
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06/02/2019
Technology Knowledge Graph Based on Patent Data
The growing developments in general semantic networks (or knowledge grap...
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01/13/2019