Open AccessVerb Construction As A Feature Of Genre Classification
Author(s) -
Nadezhda Bujlova
Publication year - 2019
Publication title -
epic series in language and linguistics
Language(s) - English
Resource type - Conference proceedings
ISSN - 2398-5283
DOI - 10.29007/xfs5
Subject(s) - verb , dependency (uml) , computer science , natural language processing , feature (linguistics) , artificial intelligence , fantasy , film genre , dependency grammar , linguistics , literature , art , philosophy , movie theater
In our research we studied the dependency structure of the text genre (love stories, detective stories, science fiction and fantasy). The novel characteristics (such syntactic attributes as verb constructions and construction of a specific cumulative threshold) which can be additional machine learning parameters were identified. We conducted experiment with novel features and showed that these characteristics can be useful for closely related genre recognition.