Should I Care about Your Opinion? : Detection of Opinion Interestingness and Dynamics in Social Media

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dc.identifier.uri http://dx.doi.org/10.15488/1594
dc.identifier.uri http://www.repo.uni-hannover.de/handle/123456789/1619
dc.contributor.author Maynard, Diana
dc.contributor.author Gossen, Gerhard
dc.contributor.author Funk, Adam
dc.contributor.author Fisichella, Marco
dc.date.accessioned 2017-05-31T11:36:48Z
dc.date.available 2017-05-31T11:36:48Z
dc.date.issued 2014
dc.identifier.citation Maynard, Diana; Gossen, Gerhard; Funk, Adam; Fisichella, Marco: Should I Care about Your Opinion? : Detection of Opinion Interestingness and Dynamics in Social Media. In: Future Internet 6 (2014), Nr. 3, S. 457-481. DOI: https://doi.org/10.3390/fi6030457
dc.description.abstract In this paper, we describe a set of reusable text processing components for extracting opinionated information from social media, rating it for interestingness, and for detecting opinion events. We have developed applications in GATE to extract named entities, terms and events and to detect opinions about them, which are then used as the starting point for opinion event detection. The opinions are then aggregated over larger sections of text, to give some overall sentiment about topics and documents, and also some degree of information about interestingness based on opinion diversity. We go beyond traditional opinion mining techniques in a number of ways: by focusing on specific opinion-target extraction related to key terms and events, by examining and dealing with a number of specific linguistic phenomena, by analysing and visualising opinion dynamics over time, and by aggregating the opinions in different ways for a more flexible view of the information contained in the documents. eng
dc.description.sponsorship EU/270239
dc.language.iso eng
dc.publisher Basel : MDPI AG
dc.relation.ispartofseries Future Internet 6 (2014), Nr. 3
dc.rights CC BY-NC-SA 3.0 Unported
dc.rights.uri https://creativecommons.org/licenses/by-nc-sa/3.0/
dc.subject opinion event detection eng
dc.subject opinion mining eng
dc.subject social media eng
dc.subject.ddc 004 | Informatik ger
dc.title Should I Care about Your Opinion? : Detection of Opinion Interestingness and Dynamics in Social Media
dc.type article
dc.type Text
dc.relation.issn 1999-5903
dc.relation.doi https://doi.org/10.3390/fi6030457
dc.bibliographicCitation.issue 3
dc.bibliographicCitation.volume 6
dc.bibliographicCitation.firstPage 457
dc.bibliographicCitation.lastPage 481
dc.description.version publishedVersion
tib.accessRights frei zug�nglich


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