Semantic networks for engineering design: state of the art and future directions
In the past two decades, there has been increasing use of semantic networks in engineering
design for supporting various activities, such as knowledge extraction, prior art search, idea …
design for supporting various activities, such as knowledge extraction, prior art search, idea …
Review on recent advances in information mining from big consumer opinion data for product design
In this paper, based on more than ten years' studies on this dedicated research thrust, a
comprehensive review concerning information mining from big consumer opinion data in …
comprehensive review concerning information mining from big consumer opinion data in …
Towards conversational search and recommendation: System ask, user respond
Conversational search and recommendation based on user-system dialogs exhibit major
differences from conventional search and recommendation tasks in that 1) the user and …
differences from conventional search and recommendation tasks in that 1) the user and …
ONTO-PDM: Product-driven ONTOlogy for Product Data Management interoperability within manufacturing process environment
H Panetto, M Dassisti, A Tursi - Advanced Engineering Informatics, 2012 - Elsevier
This paper proposes an approach for facilitating systems interoperability in a manufacturing
environment. It is based on the postulate that an ontological model of a product may be …
environment. It is based on the postulate that an ontological model of a product may be …
A data-driven text mining and semantic network analysis for design information retrieval
With the advent of the big-data era, massive information stored in electronic and digital forms
on the internet become valuable resources for knowledge discovery in engineering design …
on the internet become valuable resources for knowledge discovery in engineering design …
A dual heterogeneous graph attention network to improve long-tail performance for shop search in e-commerce
Shop search has become an increasingly important service provided by Taobao, the China's
largest e-commerce platform. By using shop search, a user can easily identify the desired …
largest e-commerce platform. By using shop search, a user can easily identify the desired …
Learning a hierarchical embedding model for personalized product search
Product search is an important part of online shopping. In contrast to many search tasks, the
objectives of product search are not confined to retrieving relevant products. Instead, it …
objectives of product search are not confined to retrieving relevant products. Instead, it …
Ontologies in the context of product lifecycle management: state of the art literature review
S El Kadiri, D Kiritsis - International Journal of Production Research, 2015 - Taylor & Francis
The use of ontologies in the context of product lifecycle management (PLM) is gaining
importance and popularity, while at the same time it generates a lot of controversy in …
importance and popularity, while at the same time it generates a lot of controversy in …
Conversational product search based on negative feedback
Intelligent assistants change the way people interact with computers and make it possible for
people to search for products through conversations when they have purchase needs …
people to search for products through conversations when they have purchase needs …
A zero attention model for personalized product search
Product search is one of the most popular methods for people to discover and purchase
products on e-commerce websites. Because personal preferences often have an important …
products on e-commerce websites. Because personal preferences often have an important …