{"id":156728,"date":"2025-05-12T14:38:05","date_gmt":"2025-05-12T14:38:05","guid":{"rendered":"https:\/\/www.unipi.it\/ateneo\/organizzazione\/persone\/irene-spada-196601-en\/"},"modified":"2026-04-01T04:56:17","modified_gmt":"2026-04-01T02:56:17","slug":"irene-spada-196601-en","status":"publish","type":"unipi_persone","link":"https:\/\/www.unipi.it\/en\/about-us\/organisation\/people\/irene-spada-196601-en\/","title":{"rendered":"Irene Spada"},"content":{"rendered":"<p>Ricercatrice a tempo determinato L.240\/2010  &#8211; Dipartimento di Ingegneria dell&#8217;Energia, dei Sistemi, del Territorio e delle Costruzioni | Tel.: 0502217326 &#8211; Email: irene.spada@unipi.it<\/p>\n","protected":false},"template":"","meta":{"unipi-persone-chiave":"196601","unipi-persone-nome":"Irene","unipi-persone-cognome":"Spada","unipi-persone-email":"irene.spada@unipi.it","unipi-persone-cv":"I\u2019m currently Junior Assistant Professor (RTDa) in Management Engineering at the Department of Engineering of Energy, Systems, Land and Construction of the Univeristy of Pisa. I am member of the Research Group B4DS Business Engineering for Data Science (http:\/\/b4ds.unipi.it). My research focuses on the use of engineering design methods and text mining techniques to study the impact of digitalization and technological transformation in education and training. <br \/>\r\n<br \/>\r\n- Scopus Author Profile: https:\/\/www.scopus.com\/authid\/detail.uri?authorId=57253861700<br \/>\r\n<br \/>\r\n- PhD in Smart Industry at the University of Pisa, 2023, \u201cInnovating Curriculum Design in Higher Education with Text Mining\u201d<br \/>\r\n- MEng in Management Engineering at the University of Pisa, 2020, \u201cText driven technological mapping of C4ISTAR: defining a fuzzy defence related domain\u201d<br \/>\r\n- BEng in Aerospace Engineering at the University of Pisa, 2016, \u201cCaratteri principali della produzione additiva e realizzazione di un prototipo di base lunare con stampa 3D\u201d (\"Elements of additive manufacturing and development of a lunar base prototype with 3D printing\")","unipi-persone-link-esterno-cv":"","unipi-persone-modalita-ricevimento":"","unipi-persone-luogo-ricevimento":"","unipi-persone-ore-ricevimento":"","unipi-persone-telefono":"0502217326","unipi-persone-sitoweb":"http:\/\/b4ds.unipi.it","unipi-persone-cariche":"","unipi-persone-link-orario-lezioni":"https:\/\/unipi.prod.up.cineca.it\/calendarioPubblico\/matricola=045860","unipi-persone-link-registro-lezioni":"https:\/\/unimap.unipi.it\/registri\/registri.php?ri=045860&tmplt=principale.tpl","unipi-persone-settore-scientifico":"Ingegneria Economico-gestionale IEGE-01\/A","unipi-persone-ruolo":"Ricercatrice a tempo determinato L.240\/2010 ","unipi-persone-arpi":"https:\/\/arpi.unipi.it\/cris\/rp\/rp132119","unipi-persone-pubblicazioni":"<ul class=\"pubblicazioni-list\"><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1289947\" target=\"_blank\" rel=\"noopener noreferrer\">Text mining on green policies for integrating sustainability in higher education<\/a> <span class=\"pub-details\">(Spada, Irene; Giordano, Vito; Chiarello, Filippo; Martini, Antonella; Fantoni, Gualtiero - 2025 - 1.1 Articolo in rivista)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1299707\" target=\"_blank\" rel=\"noopener noreferrer\">How to Discover the Prerequisites in Education and Training Courses: A Data-driven Method to Design Learning Path<\/a> <span class=\"pub-details\">(Spada, I.; Martini, A.; Fantoni, G - 2024 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1284091\" target=\"_blank\" rel=\"noopener noreferrer\">Map and Foresee Entrepreneurial Skills mixing Survey Analysis and Text Mining<\/a> <span class=\"pub-details\">(Giordano, Vito; Spada, Irene; Chiarello, Filippo; Fantoni, Gualtiero - 2024 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1282371\" target=\"_blank\" rel=\"noopener noreferrer\">The Impact of Generative Artificial Intelligence on Human Skills: A Quantitative Case Study on ChatGPT<\/a> <span class=\"pub-details\">(Giordano, Vito; Chiarello, Filippo; Spada, Irene; Fantoni, Gualtiero; Martini, Antonella - 2024 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1254467\" target=\"_blank\" rel=\"noopener noreferrer\">Standardising job descriptions in the humanitarian supply chain: A text mining approach for recruitment process<\/a> <span class=\"pub-details\">(Spada, Irene; Fabbroni, Valeria; Chiarello, Filippo; Fantoni, Gualtiero - 2024 - 1.1 Articolo in rivista)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1251047\" target=\"_blank\" rel=\"noopener noreferrer\">The impact of ChatGPT on human skills: A quantitative study on twitter data<\/a> <span class=\"pub-details\">(Giordano, V.; Spada, I.; Chiarello, F.; Fantoni, G. - 2024 - 1.1 Articolo in rivista)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1251028\" target=\"_blank\" rel=\"noopener noreferrer\">Future applications of generative large language models: A data-driven case study on ChatGPT<\/a> <span class=\"pub-details\">(Chiarello, Filippo; Giordano, Vito; Spada, Irene; Barandoni, Simone; Fantoni, Gualtiero - 2024 - 1.1 Articolo in rivista)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1215790\" target=\"_blank\" rel=\"noopener noreferrer\">Tracing topic evolution in higher education: a text mining study on Italian universities<\/a> <span class=\"pub-details\">(Spada, Irene; Giordano, Vito; Chiarello, Filippo; Fantoni, Gualtiero; Abate, Marco; Dovetto, Francesca M. - 2024 - 1.1 Articolo in rivista)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1284554\" target=\"_blank\" rel=\"noopener noreferrer\">The gendered wording of university studies: an exploration<\/a> <span class=\"pub-details\">(Chiarello, Filippo; Spada, Irene; Civera, Alice; Meoli, Azzurra - 2023 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1284543\" target=\"_blank\" rel=\"noopener noreferrer\">Foresee Entrepreneurial Skills mixing Survey Analysis and Text Mining<\/a> <span class=\"pub-details\">(Giordano, Vito; Spada, Irene; Chiarello, Filippo; Fantoni, Gualtiero; Martini, Antonella - 2023 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1284540\" target=\"_blank\" rel=\"noopener noreferrer\">Filling the Skill Gap: Text Mining Tools for Academia and Industry<\/a> <span class=\"pub-details\">(Spada, Irene - 2023 - 4.3 Poster)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1284529\" target=\"_blank\" rel=\"noopener noreferrer\">The Human Side in Emerging Technologies: Skills Needed for Current and Future Defence Scenarios<\/a> <span class=\"pub-details\">(Spada, Irene; Estanqueiro, Luis; Rosa, Miriam - 2023 - 4.2 Abstract in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1220177\" target=\"_blank\" rel=\"noopener noreferrer\">A DATA DRIVEN TOOL TO SUPPORT DESIGN TEAM COMPOSITION MEASURING SKILLS DIVERSITY<\/a> <span class=\"pub-details\">(Chiarello, F.; Spada, I.; Barandoni, S.; Giordano, V.; Fantoni, G. - 2023 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1220168\" target=\"_blank\" rel=\"noopener noreferrer\">WHAT USERS WANT: A NATURAL LANGUAGE PROCESSING APPROACH TO DISCOVER USERS&#039; NEEDS FROM ONLINE REVIEWS<\/a> <span class=\"pub-details\">(Spada, I.; Barandoni, S.; Giordano, V.; Chiarello, F.; Fantoni, G.; Martini, A. - 2023 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1209047\" target=\"_blank\" rel=\"noopener noreferrer\">Editorial Special Issue on Practising Continuous Innovation in Digital Ecosystems \u2013 Part II<\/a> <span class=\"pub-details\">(Gastaldi, Luca.; Giordano, Vito; Martini, Antonella; Spada, I. - 2023 - 1.1 Articolo in rivista)<\/span><\/li><\/ul>","unipi-persone-didattica":"<ul class=\"registri-list\"><li>Strategic and competitive intelligence (cod. 787II) per Laurea Magistrale in Data science and business informatics<\/li><\/ul>","unipi-persone-codocenze":"","unipi-persone-interessi-ricerca":"","_wpml_word_count":"27","_last_translation_edit_mode":"translation-editor","_elementor_page_assets":[]},"organizzazioni":[3690],"class_list":["post-156728","unipi_persone","type-unipi_persone","status-publish","hentry","organizzazioni-dipartimento-di-ingegneria-dellenergia-dei-sistemi-del-territorio-e-delle-costruzioni-509999-en"],"email":"irene.spada@unipi.it","telefono":"0502217326","content_plain":"Ricercatrice a tempo determinato L.240\/2010  &#8211; Dipartimento di Ingegneria dell&#8217;Energia, dei Sistemi, del Territorio e delle Costruzioni | Tel.: 0502217326 &#8211; Email: irene.spada@unipi.it","photo_url":null,"ruoli_tags":[{"id":766,"name":"RD","slug":"rd"}],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Irene Spada ~ UNIPI<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.unipi.it\/en\/about-us\/organisation\/people\/irene-spada-196601-en\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Irene Spada ~ UNIPI\" \/>\n<meta property=\"og:description\" content=\"Ricercatrice a tempo determinato L.240\/2010 &#8211; Dipartimento di Ingegneria dell&#8217;Energia, dei Sistemi, del Territorio e delle Costruzioni | Tel.: 0502217326 &#8211; 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