| Extracting and mapping industry 4.0 technologies using wikipedia F Chiarello, L Trivelli, A Bonaccorsi, G Fantoni Computers in Industry 100, 244-257, 2018 | 326 | 2018 |
| Estimating Industry 4.0 impact on job profiles and skills using text mining S Fareri, G Fantoni, F Chiarello, E Coli, A Binda Computers in industry 118, 103222, 2020 | 303 | 2020 |
| From precision agriculture to Industry 4.0: Unveiling technological connections in the agrifood sector L Trivelli, A Apicella, F Chiarello, R Rana, G Fantoni, A Tarabella British food journal 121 (8), 1730-1743, 2019 | 195 | 2019 |
| Twenty years of gender equality research: A scoping review based on a new semantic indicator P Belingheri, F Chiarello, A Fronzetti Colladon, P Rovelli Plos one 16 (9), e0256474, 2021 | 133 | 2021 |
| Data science for engineering design: State of the art and future directions F Chiarello, P Belingheri, G Fantoni Computers in Industry 129, 103447, 2021 | 85 | 2021 |
| 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 | 75 | 2021 |
| SkillNER: Mining and mapping soft skills from any text S Fareri, N Melluso, F Chiarello, G Fantoni Expert Systems with Applications 184, 115544, 2021 | 65 | 2021 |
| Technical sentiment analysis. Measuring advantages and drawbacks of new products using social media F Chiarello, A Bonaccorsi, G Fantoni Computers in Industry 123, 103299, 2020 | 55 | 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 | 51 | 2023 |
| Text mining tool for translating terms of contract into technical specifications: Development and application in the railway sector G Fantoni, E Coli, F Chiarello, R Apreda, F Dell’Orletta, G Pratelli Computers in Industry 124, 103357, 2021 | 50 | 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 | 49 | 2021 |
| Are universities ready to deliver digital skills and competences? A text mining-based case study of marketing courses in Italy I Spada, F Chiarello, S Barandoni, G Ruggi, A Martini, G Fantoni Technological Forecasting and Social Change 182, 121869, 2022 | 47 | 2022 |
| Future applications of generative large language models: A data-driven case study on ChatGPT F Chiarello, V Giordano, I Spada, S Barandoni, G Fantoni Technovation 133, 103002, 2024 | 43 | 2024 |
| Emerging technologies and industrial leadership. A Wikipedia-based strategic analysis of Industry 4.0 A Bonaccorsi, F Chiarello, G Fantoni, H Kammering Expert Systems with Applications, 113645, 2020 | 35 | 2020 |
| 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 | 34 | 2020 |
| Automatic users extraction from patents F Chiarello, A Cimino, G Fantoni, F Dell’Orletta World Patent Information 54, 28-38, 2018 | 31 | 2018 |
| 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 | 28 | 2024 |
| A text mining based map of engineering design: Topics and their trajectories over time F Chiarello, N Melluso, A Bonaccorsi, G Fantoni Proceedings of the design society: International conference on engineering …, 2019 | 28 | 2019 |
| Rapid detection of fast innovation under the pressure of COVID-19 N Melluso, A Bonaccorsi, F Chiarello, G Fantoni PloS one 15 (12), e0244175, 2020 | 26 | 2020 |
| Analyzing social robotics research with natural language processing techniques D Mazzei, F Chiarello, G Fantoni Cognitive Computation 13 (2), 308-321, 2021 | 23 | 2021 |
Gualtiero FantoniDepartment of Civil and Industrial EngineeringVerified email at ing.unipi.it