The inclusion of semantic features in the stylometric analysis of literary texts appears to be poorly investigated. In this work, we experiment with the application of Distributional Semantics to a corpus of Italian literature to test if words distribution can convey stylistic cues. To verify our hypothesis, we have set up an Authorship Attribution experiment. Indeed, the results we have obtained suggest that the style of an author can reveal itself through words distribution too.
Can an author style be unveiled through word distribution?
Benotto G.Primo
2021
Abstract
The inclusion of semantic features in the stylometric analysis of literary texts appears to be poorly investigated. In this work, we experiment with the application of Distributional Semantics to a corpus of Italian literature to test if words distribution can convey stylistic cues. To verify our hypothesis, we have set up an Authorship Attribution experiment. Indeed, the results we have obtained suggest that the style of an author can reveal itself through words distribution too.| Campo DC | Valore | Lingua |
|---|---|---|
| dc.authority.ancejournal | DIGITAL HUMANITIES QUARTERLY | en |
| dc.authority.orgunit | Istituto di linguistica computazionale "Antonio Zampolli" - ILC | en |
| dc.authority.people | Benotto G. | en |
| dc.collection.id.s | b3f88f24-048a-4e43-8ab1-6697b90e068e | * |
| dc.collection.name | 01.01 Articolo in rivista | * |
| dc.contributor.appartenenza | Istituto di linguistica computazionale "Antonio Zampolli" - ILC | * |
| dc.contributor.appartenenza.mi | 918 | * |
| dc.contributor.area | Non assegn | * |
| dc.date.accessioned | 2025/01/27 18:05:56 | - |
| dc.date.available | 2025/01/27 18:05:56 | - |
| dc.date.firstsubmission | 2025/01/27 07:11:03 | * |
| dc.date.issued | 2021 | - |
| dc.date.submission | 2025/02/24 17:30:32 | * |
| dc.description.abstracteng | The inclusion of semantic features in the stylometric analysis of literary texts appears to be poorly investigated. In this work, we experiment with the application of Distributional Semantics to a corpus of Italian literature to test if words distribution can convey stylistic cues. To verify our hypothesis, we have set up an Authorship Attribution experiment. Indeed, the results we have obtained suggest that the style of an author can reveal itself through words distribution too. | - |
| dc.description.allpeople | Benotto, G. | - |
| dc.description.allpeopleoriginal | Benotto G. | en |
| dc.description.fulltext | open | en |
| dc.description.numberofauthors | 1 | - |
| dc.identifier.scopus | 2-s2.0-85116583558 | en |
| dc.identifier.source | scopus | * |
| dc.identifier.uri | https://hdl.handle.net/20.500.14243/530941 | - |
| dc.language.iso | eng | en |
| dc.relation.issue | 1 | en |
| dc.relation.volume | 15 | en |
| dc.subject.keywords | Authorship attribution | - |
| dc.subject.keywordseng | Stylometry | - |
| dc.subject.keywordseng | Plagiarism | - |
| dc.subject.singlekeyword | Authorship attribution | * |
| dc.subject.singlekeyword | Stylometry | * |
| dc.subject.singlekeyword | Plagiarism | * |
| dc.title | Can an author style be unveiled through word distribution? | en |
| dc.type.driver | info:eu-repo/semantics/article | - |
| dc.type.full | 01 Contributo su Rivista::01.01 Articolo in rivista | it |
| dc.type.miur | 262 | - |
| iris.mediafilter.data | 2025/04/02 00:59:44 | * |
| iris.orcid.lastModifiedDate | 2025/02/24 17:30:46 | * |
| iris.orcid.lastModifiedMillisecond | 1740414646311 | * |
| iris.scopus.extIssued | 2021 | - |
| iris.scopus.extTitle | Can an author style be unveiled through word distribution? | - |
| iris.sitodocente.maxattempts | 1 | - |
| scopus.authority.ancejournal | DIGITAL HUMANITIES QUARTERLY###1938-4122 | * |
| scopus.category | 3315 | * |
| scopus.category | 1200 | * |
| scopus.category | 1705 | * |
| scopus.category | 3309 | * |
| scopus.contributor.affiliation | Extra Group | - |
| scopus.contributor.afid | 127018723 | - |
| scopus.contributor.auid | 57192943698 | - |
| scopus.contributor.country | Italy | - |
| scopus.contributor.dptid | - | |
| scopus.contributor.name | Giulia | - |
| scopus.contributor.subaffiliation | - | |
| scopus.contributor.surname | Benotto | - |
| scopus.date.issued | 2021 | * |
| scopus.description.abstracteng | The inclusion of semantic features in the stylometric analysis of literary texts appears to be poorly investigated. In this work, we experiment with the application of Distributional Semantics to a corpus of Italian literature to test if words distribution can convey stylistic cues. To verify our hypothesis, we have set up an Authorship Attribution experiment. Indeed, the results we have obtained suggest that the style of an author can reveal itself through words distribution too. | * |
| scopus.description.allpeopleoriginal | Benotto G. | * |
| scopus.document.type | ar | * |
| scopus.document.types | ar | * |
| scopus.identifier.eissn | 1938-4122 | * |
| scopus.identifier.pui | 2014048872 | * |
| scopus.identifier.scopus | 2-s2.0-85116583558 | * |
| scopus.journal.sourceid | 21100898016 | * |
| scopus.language.iso | eng | * |
| scopus.publisher.name | Alliance of Digital Humanities Organisations | * |
| scopus.relation.issue | 1 | * |
| scopus.relation.volume | 15 | * |
| scopus.title | Can an author style be unveiled through word distribution? | * |
| scopus.titleeng | Can an author style be unveiled through word distribution? | * |
| Appare nelle tipologie: | 01.01 Articolo in rivista | |
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