Automatic definition of engineer archetypes: A text mining approach

An Open Data Repository for Engineering Design: Using Text Mining with Open Government Data

(2022) Vito Giordano et al.   COMPUTERS IN INDUSTRY

Topic modeling algorithms and applications: A survey

(2022) Aly Abdelrazek et al.   INFORMATION SYSTEMS

Review of artificial intelligence applications in engineering design perspective

(2022) Nurullah Yüksel et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Empirical identification of the chief digital officer role: A latent Dirichlet allocation approach

(2022) Francesca Culasso et al.   JOURNAL OF BUSINESS RESEARCH

Lean Maturity Assessment in ETO Scenario

(2021) Mariastella Chiera et al.   Applied Sciences-Basel

Topic modeling in software engineering research

(2021) Camila Costa Silva et al.   EMPIRICAL SOFTWARE ENGINEERING

Using text mining to retrieve information about circular economy

(2021) Christian Spreafico et al.   COMPUTERS IN INDUSTRY

Toward a sustainable educational engineer archetype through Industry 4.0

(2021) Francesco Lupi et al.   COMPUTERS IN INDUSTRY

Sustainability in engineering education: A review of learning outcomes

(2021) Laura Gutierrez-Bucheli et al.   Journal of Cleaner Production

Estimating Industry 4.0 impact on job profiles and skills using text mining

(2020) S. Fareri et al.   COMPUTERS IN INDUSTRY

Technical Sentiment Analysis. Measuring Advantages and Drawbacks of New Products Using Social Media

(2020) Filippo Chiarello et al.   COMPUTERS IN INDUSTRY

A review of topic modeling methods

(2020) Ike Vayansky et al.   INFORMATION SYSTEMS

Quantifying the effects of various factors on the utility of design ethnography in the developing world

(2019) Amy E. Wood et al.   RESEARCH IN ENGINEERING DESIGN

Industry 4.0: Emerging themes and future research avenues using a text mining approach

(2019) Francesco Galati et al.   COMPUTERS IN INDUSTRY

Extracting and mapping industry 4.0 technologies using wikipedia

(2018) Filippo Chiarello et al.   COMPUTERS IN INDUSTRY

Human resources for Big Data professions: A systematic classification of job roles and required skill sets

(2018) Andrea De Mauro et al.   INFORMATION PROCESSING & MANAGEMENT

Latent Dirichlet allocation (LDA) and topic modeling: models, applications, a survey

(2018) Hamed Jelodar et al.   MULTIMEDIA TOOLS AND APPLICATIONS

An overview of topic modeling and its current applications in bioinformatics

(2016) Lin Liu et al.   SpringerPlus

A heuristic approach to determine an appropriate number of topics in topic modeling

(2015) Weizhong Zhao et al.   BMC BIOINFORMATICS

A survey on the use of topic models when mining software repositories

(2015) Tse-Hsun Chen et al.   EMPIRICAL SOFTWARE ENGINEERING

The challenges of delivering validated personas for medical equipment design

(2014) Christopher James Vincent et al.   APPLIED ERGONOMICS

Probabilistic topic models

(2012) David M. Blei   COMMUNICATIONS OF THE ACM

Personas and user-centered design: How can personas benefit product design processes?

(2011) Tomasz Miaskiewicz et al.   DESIGN STUDIES

A “knowledge profile” of an engineering occupation: temporal patterns in the use of engineering knowledge

(2010) Julie Gainsburg et al.   Engineering Studies