In this paper we present a method to automatically identify linguistic contexts which contain possible causes of emotions or emotional states from Italian newspaper articles (La Repubblica Corpus). Our methodology is based on the interplay between relevant linguistic patterns and an incremental repository of common sense knowledge on emotional states and emotion eliciting situations. Our approach has been evaluated with respect to manually annotated data. The results obtained so far are satisfying and support the validity of the methodology proposed.
EMOCause: An Easy-adaptable Approach to Extract Emotion Cause Contexts
Irene Russo;
2011
Abstract
In this paper we present a method to automatically identify linguistic contexts which contain possible causes of emotions or emotional states from Italian newspaper articles (La Repubblica Corpus). Our methodology is based on the interplay between relevant linguistic patterns and an incremental repository of common sense knowledge on emotional states and emotion eliciting situations. Our approach has been evaluated with respect to manually annotated data. The results obtained so far are satisfying and support the validity of the methodology proposed.| Campo DC | Valore | Lingua |
|---|---|---|
| dc.authority.orgunit | Istituto di linguistica computazionale "Antonio Zampolli" - ILC | - |
| dc.authority.people | Irene Russo | it |
| dc.authority.people | Tommaso Caselli | it |
| dc.authority.people | Francesco Rubino | it |
| dc.authority.people | Ester Boldrini | it |
| dc.authority.people | Patricio MartínezBarco | it |
| dc.collection.id.s | 71c7200a-7c5f-4e83-8d57-d3d2ba88f40d | * |
| dc.collection.name | 04.01 Contributo in Atti di convegno | * |
| dc.contributor.appartenenza | Istituto di linguistica computazionale "Antonio Zampolli" - ILC | * |
| dc.contributor.appartenenza.mi | 918 | * |
| dc.date.accessioned | 2024/02/21 05:56:41 | - |
| dc.date.available | 2024/02/21 05:56:41 | - |
| dc.date.issued | 2011 | - |
| dc.description.abstracteng | In this paper we present a method to automatically identify linguistic contexts which contain possible causes of emotions or emotional states from Italian newspaper articles (La Repubblica Corpus). Our methodology is based on the interplay between relevant linguistic patterns and an incremental repository of common sense knowledge on emotional states and emotion eliciting situations. Our approach has been evaluated with respect to manually annotated data. The results obtained so far are satisfying and support the validity of the methodology proposed. | - |
| dc.description.affiliations | CNR-ILC, University of Alicante | - |
| dc.description.allpeople | Irene Russo; Tommaso Caselli; Francesco Rubino; Ester Boldrini; Patricio MartínezBarco | - |
| dc.description.allpeopleoriginal | Irene Russo, Tommaso Caselli, Francesco Rubino, Ester Boldrini, Patricio Martínez-Barco | - |
| dc.description.fulltext | none | en |
| dc.description.note | ID_PUMA: cnr.ilc/2011-A2-020 | - |
| dc.description.numberofauthors | 1 | - |
| dc.identifier.uri | https://hdl.handle.net/20.500.14243/217960 | - |
| dc.language.iso | eng | - |
| dc.relation.conferencedate | 24 Giugno 2011 | - |
| dc.relation.conferencename | 2nd Workshop on Computational Approaches to Subjectivity and Sentiment Analysis | - |
| dc.relation.conferenceplace | Portland, USA | - |
| dc.relation.firstpage | 153 | - |
| dc.relation.lastpage | 160 | - |
| dc.relation.numberofpages | 8 | - |
| dc.subject.keywords | sentiment analysis | - |
| dc.subject.singlekeyword | sentiment analysis | * |
| dc.title | EMOCause: An Easy-adaptable Approach to Extract Emotion Cause Contexts | en |
| dc.type.driver | info:eu-repo/semantics/conferenceObject | - |
| dc.type.full | 04 Contributo in convegno::04.01 Contributo in Atti di convegno | it |
| dc.type.miur | 273 | - |
| dc.type.referee | Sì, ma tipo non specificato | - |
| dc.ugov.descaux1 | 205736 | - |
| iris.orcid.lastModifiedDate | 2024/03/01 15:08:04 | * |
| iris.orcid.lastModifiedMillisecond | 1709302084296 | * |
| iris.sitodocente.maxattempts | 1 | - |
| Appare nelle tipologie: | 04.01 Contributo in Atti di convegno | |
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