Driven by the ongoing migration towards Industry 4.0, the increasing adoption of artificial
intelligence (AI) has empowered smart manufacturing and digital transformation. AI …

Applying artificial intelligence (AI), especially natural language processing (NLP), to harness
large amounts of information from patent databases, online communities, social media, or …

Text classification has been highlighted as the key process to organize online texts for better
communication in the Digital Media Age. Text classification establishes classification rules …

Having passed the primitive phases and starting to revolutionize many different fields in
some way, artificial intelligence is on its way to becoming a disruptive technology. It is also …

There are increasing applications of natural language processing techniques for information
retrieval, indexing, topic modelling and text classification in engineering contexts. A standard …

The growing developments in general semantic networks, knowledge graphs and ontology
databases have motivated us to build a large-scale comprehensive semantic network of …

Data-driven conceptual design methods and tools aim to inspire human ideation for new
design concepts by providing external inspirational stimuli. In prior studies, the stimuli have …

Ideation is a source of innovation and creativity, and is commonly used in early stages of
engineering design processes. This paper proposes an integrated approach for enhancing …

With the arrival of the big data era, a lot of valuable data have been generated in the entire
product life cycle. The gathered product data contain a lot of design knowledge, which …

Generative design provides a promising algorithmic solution for mass customization of
products, improving both product variety and design efficiency. However, the current …