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In this work, we rely on an ontology that comprehensively model the relationship between individuals as a Knowledge Graph and we design an explainable method based on graph theory to predict the influences of an artist given their social network. We evaluate our method on a dataset of relationships between Jazz musicians and achieve accurate results when compared to baselines that rely on the distribution of the data. Our results are aligned with relevant works from the socio-cognitive and psychology fields. We show that our method generalises to resources where information on influence is not directly available and can be used to enrich existing Knowledge Graphs. The code and the ontology developed is shared at https:\/\/github.com\/n28div\/influence_prediction under CC-BY license.<\/jats:p>","DOI":"10.3233\/ia-240029","type":"journal-article","created":{"date-parts":[[2024,7,2]],"date-time":"2024-07-02T12:12:19Z","timestamp":1719922339000},"page":"35-49","source":"Crossref","is-referenced-by-count":1,"title":["Creative influence prediction using graph theory"],"prefix":"10.1177","volume":"18","author":[{"given":"Francesco","family":"Alfieri","sequence":"first","affiliation":[{"name":"Department of Computer Science and Engineering, University of Bologna, Bologna, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Luigi","family":"Asprino","sequence":"additional","affiliation":[{"name":"Department of Languages, Literatures and Modern Cultures (LILEC), University of Bologna, Bologna, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nicolas","family":"Lazzari","sequence":"additional","affiliation":[{"name":"Department of Languages, Literatures and Modern Cultures (LILEC), University of Bologna, Bologna, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Valentina","family":"Presutti","sequence":"additional","affiliation":[{"name":"Department of Languages, Literatures and Modern Cultures (LILEC), University of Bologna, Bologna, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","reference":[{"key":"10.3233\/IA-240029_ref1","doi-asserted-by":"publisher","first-page":"198","DOI":"10.1007\/978-3-642-41190-8_22","article-title":"An early framework for determining artistic influence","author":"Abe","year":"2013","journal-title":"New Trends in Image Analysis and Processing - ICIAP 2013 - ICIAP 2013 International Workshops, Naples, Italy, September 9\u201313, 2013. 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