Towards ESCO 4.0–Is the European classification of skills in line with Industry 4.0? A text mining approach F Chiarello, G Fantoni, T Hogarth, V Giordano, L Baltina, I Spada Technological Forecasting and Social Change 173, 121177, 2021 | 53 | 2021 |
Text and dynamic network analysis for measuring technological convergence: A case study on defense patent data V Giordano, F Chiarello, N Melluso, G Fantoni, A Bonaccorsi IEEE Transactions on Engineering Management 70 (4), 1490-1503, 2021 | 30 | 2021 |
Lights and shadows of COVID-19, Technology and Industry 4.0 N Melluso, S Fareri, G Fantoni, A Bonaccorsi, F Chiarello, E Coli, ... arXiv preprint arXiv:2004.13457, 2020 | 30 | 2020 |
Technology identification from patent texts: A novel named entity recognition method G Puccetti, V Giordano, I Spada, F Chiarello, G Fantoni Technological Forecasting and Social Change 186, 122160, 2023 | 26 | 2023 |
Unveiling the inventive process from patents by extracting problems, solutions and advantages with natural language processing V Giordano, G Puccetti, F Chiarello, T Pavanello, G Fantoni Expert Systems with Applications 229, 120499, 2023 | 10 | 2023 |
Future applications of generative large language models: A data-driven case study on ChatGPT C Filippo, G Vito, S Irene, B Simone, F Gualtiero Technovation 133, 103002, 2024 | 6 | 2024 |
An open data repository for engineering design: using text mining with open government data V Giordano, E Coli, A Martini Computers in Industry 142, 103738, 2022 | 4 | 2022 |
Data for engineering design: maps and gaps F Chiarello, E Coli, V Giordano, G Fantoni, A Bonaccorsi Proceedings of the Design Society 1, 821-830, 2021 | 4 | 2021 |
Defining definition: a Text mining Approach to Define Innovative Technological Fields V Giordano, F Chiarello, E Cervelli R&D Management Conference, 2019, 2021 | 3 | 2021 |
Text mining of resilient objects absorbing change and uncertainty M Panarotto, V Giordano, F Chiarello, A Brahma, IA Fernández, G Fantoni Proceedings of the Design Society 3, 3325-3334, 2023 | 2 | 2023 |
WHAT USERS WANT: A NATURAL LANGUAGE PROCESSING APPROACH TO DISCOVER USERS'NEEDS FROM ONLINE REVIEWS I Spada, S Barandoni, V Giordano, F Chiarello, G Fantoni, A Martini Proceedings of the Design Society 3, 3879-3888, 2023 | 2 | 2023 |
Defining definitions: a Text mining approach to automatically define innovative technological fields V GIORDANO | 1 | 2019 |
La maturità digitale delle imprese in Emilia-Romagna─ Primi risultati G Solinas, S Fareri, V Giordano Rapporto sulla economia regionale 2019, 2019 | 1 | 2019 |
Engineering Tech Mining: mixing Engineering Design and Tech Mining for Innovation Management V GIORDANO Innovation 15, 12, 2025 | | 2025 |
The impact of ChatGPT on human skills: A quantitative study on twitter data V Giordano, I Spada, F Chiarello, G Fantoni Technological Forecasting and Social Change 203, 123389, 2024 | | 2024 |
Towards the extraction of semantic relations in design with natural language processing V Giordano, M Consoloni, F Chiarello, G Fantoni Proceedings of the Design Society 4, 2059-2068, 2024 | | 2024 |
Assessing text-image patent datasets with text-based metrics for engineering design applications M Consoloni, V Giordano, G Fantoni Proceedings of the Design Society 4, 1969-1978, 2024 | | 2024 |
Tracing topic evolution in higher education: a text mining study on Italian universities I Spada, V Giordano, F Chiarello, M Abate, FM Dovetto, G Fantoni Studies in Higher Education, 1-19, 2023 | | 2023 |
A Data Driven Tool to Support Design Team Composition Measuring Skills Diversity F Chiarello, I Spada, S Barandoni, V Giordano, G Fantoni Proceedings of the Design Society 3, 91-100, 2023 | | 2023 |
Problems: easy to say but difficult to write V Giordano, M Consoloni, F Chiarello, G Fantoni Proceedings of the Design Society 3, 2945-2954, 2023 | | 2023 |