[HTML][HTML] Data science for engineering design: State of the art and future directions
Engineering design (ED) is the process of solving technical problems within requirements
and constraints to create new artifacts. Data science (DS) is the inter-disciplinary field that …
and constraints to create new artifacts. Data science (DS) is the inter-disciplinary field that …
Sentiment analysis for formative assessment in higher education: a systematic literature review
C Grimalt-Álvaro, M Usart - Journal of computing in higher education, 2023 - Springer
Sentiment Analysis (SA), a technique based on applying artificial intelligence to analyze
textual data in natural language, can help to characterize interactions between students and …
textual data in natural language, can help to characterize interactions between students and …
Technology identification from patent texts: A novel named entity recognition method
Identifying technologies is a key element for mapping a domain and its evolution. It allows
managers and decision makers to anticipate trends for an accurate forecast and effective …
managers and decision makers to anticipate trends for an accurate forecast and effective …
[HTML][HTML] Towards ESCO 4.0–Is the European classification of skills in line with Industry 4.0? A text mining approach
ESCO is a multilingual classification of Skills, Competences, Qualifications, and Occupations
created by the European Commission to improve the supply of information on skills demand …
created by the European Commission to improve the supply of information on skills demand …
Using neutral sentiment reviews to improve customer requirement identification and product design strategies
M Zhang, L Sun, GA Wang, Y Li, S He - International Journal of Production …, 2022 - Elsevier
A clear understanding of customer needs is key to the success of product design strategies.
Traditional methods of understanding customer needs rely on costly marketing surveys and …
Traditional methods of understanding customer needs rely on costly marketing surveys and …
Natural language processing in-and-for design research
L Siddharth, L Blessing, J Luo - Design Science, 2022 - cambridge.org
We review the scholarly contributions that utilise natural language processing (NLP)
techniques to support the design process. Using a heuristic approach, we gathered 223 …
techniques to support the design process. Using a heuristic approach, we gathered 223 …
[HTML][HTML] A sentiment analysis framework to classify instances of sarcastic sentiments within the aviation sector
AM Iddrisu, S Mensah, F Boafo, GR Yeluripati… - International Journal of …, 2023 - Elsevier
Social media in our current dispensation has become an integral part of daily routines. As a
result, it is abundant in user opinions. Amid a global pandemic, these online platforms have …
result, it is abundant in user opinions. Amid a global pandemic, these online platforms have …
Challenges for data-driven design in early physical product design: A scientific and industrial perspective
With the rapid development of digital technologies, complex products are becoming more
connected. Alongside, the usage of data in the product development process keeps on …
connected. Alongside, the usage of data in the product development process keeps on …
Text mining tool for translating terms of contract into technical specifications: Development and application in the railway sector
Tenders or technical terms contain a large quantity of both technical, legal, managerial
information mixed in a nested and complex net of relationships. Extracting technical and …
information mixed in a nested and complex net of relationships. Extracting technical and …
Unveiling the inventive process from patents by extracting problems, solutions and advantages with natural language processing
Patents are the main means for disclosing an invention. These documents encompass many
steps of the inventive process starting with the definition of the problem to be solved and …
steps of the inventive process starting with the definition of the problem to be solved and …