SentiCompass : Interactive visualization for exploring and comparing the sentiments of time-varying twitter data

Ying Wang, Florence; Sallaberry, Arnaud; Klein, Karsten; Takatsuka, Masahiro; Roche, Mathieu

SentiCompass : Interactive visualization for exploring and comparing the sentiments of time-varying twitter data

Files

There are no files associated with this item.

Date

2015

Authors

Ying Wang, Florence

Sallaberry, Arnaud

Klein, Karsten

Takatsuka, Masahiro

Roche, Mathieu

DOI (citable link)

10.1109/PACIFICVIS.2015.7156368

Collections

Informatik und Informationswissenschaft

Publication type

Contribution to a conference collection

Publication status

Published

Published in

2015 IEEE Pacific Visualization Symposium (PacificVis) / Liu, Shixia; Scheuermann, Gerik; Takahashi, Shigeo (ed.). - Piscataway, New Jersey : IEEE, 2015. - (PacificVis ; 8). - pp. 129-133. - ISSN 2165-8765. - eISSN 2165-8773. - ISBN 978-1-4673-6879-7

Abstract

In this work, we introduce SentiCompass for exploring and comparing the sentiments of time-varying Twitter data. Our visualization design combines 2D psychology model of affect (i.e. emotion) with a time tunnel representation. To illustrate our visualization design, two case studies are conducted. They demonstrate the effectiveness of SentiCompass in achieving various tasks related to temporal sentiment and affective analysis of tweets. The interactive demo of our system is available at: http://youtu.be/ZaMF6VNO7tA

Subject (DDC)

004 Computer Science

Keywords

Information visualization -- Congresses ; Computer vision -- Congresses ; Computer graphics -- Congresses, H.5.2 [Information Interfaces and Presentation]: Application—User Interfaces

Conference

2015 IEEE Pacific Visualization Symposium (PacificVis), Apr 14, 2015 - Apr 17, 2015, Hangzhou, China

Cite This

ISO 690

YING WANG, Florence, Arnaud SALLABERRY, Karsten KLEIN, Masahiro TAKATSUKA, Mathieu ROCHE, 2015. SentiCompass : Interactive visualization for exploring and comparing the sentiments of time-varying twitter data. 2015 IEEE Pacific Visualization Symposium (PacificVis). Hangzhou, China, Apr 14, 2015 - Apr 17, 2015. In: LIU, Shixia, ed., Gerik SCHEUERMANN, ed., Shigeo TAKAHASHI, ed.. 2015 IEEE Pacific Visualization Symposium (PacificVis). Piscataway, New Jersey:IEEE, pp. 129-133. ISSN 2165-8765. eISSN 2165-8773. ISBN 978-1-4673-6879-7. Available under: doi: 10.1109/PACIFICVIS.2015.7156368

BibTex

@inproceedings{YingWang2015-04Senti-44773,
  year={2015},
  doi={10.1109/PACIFICVIS.2015.7156368},
  title={SentiCompass : Interactive visualization for exploring and comparing the sentiments of time-varying twitter data},
  number={8},
  isbn={978-1-4673-6879-7},
  issn={2165-8765},
  publisher={IEEE},
  address={Piscataway, New Jersey},
  series={PacificVis},
  booktitle={2015 IEEE Pacific Visualization Symposium (PacificVis)},
  pages={129--133},
  editor={Liu, Shixia and Scheuermann, Gerik and Takahashi, Shigeo},
  author={Ying Wang, Florence and Sallaberry, Arnaud and Klein, Karsten and Takatsuka, Masahiro and Roche, Mathieu}
}

RDF

<rdf:RDF
    xmlns:dcterms="http://purl.org/dc/terms/"
    xmlns:dc="http://purl.org/dc/elements/1.1/"
    xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#"
    xmlns:bibo="http://purl.org/ontology/bibo/"
    xmlns:dspace="http://digital-repositories.org/ontologies/dspace/0.1.0#"
    xmlns:foaf="http://xmlns.com/foaf/0.1/"
    xmlns:void="http://rdfs.org/ns/void#"
    xmlns:xsd="http://www.w3.org/2001/XMLSchema#" > 
  <rdf:Description rdf:about="https://kops.uni-konstanz.de/server/rdf/resource/123456789/44773">
    <void:sparqlEndpoint rdf:resource="http://localhost/fuseki/dspace/sparql"/>
    <dc:creator>Takatsuka, Masahiro</dc:creator>
    <dc:contributor>Sallaberry, Arnaud</dc:contributor>
    <dc:contributor>Ying Wang, Florence</dc:contributor>
    <dc:creator>Klein, Karsten</dc:creator>
    <dc:creator>Sallaberry, Arnaud</dc:creator>
    <dc:contributor>Roche, Mathieu</dc:contributor>
    <dc:date rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2019-01-30T11:34:35Z</dc:date>
    <bibo:uri rdf:resource="https://kops.uni-konstanz.de/handle/123456789/44773"/>
    <dcterms:available rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2019-01-30T11:34:35Z</dcterms:available>
    <foaf:homepage rdf:resource="http://localhost:8080/"/>
    <dcterms:abstract xml:lang="eng">In this work, we introduce SentiCompass for exploring and comparing the sentiments of time-varying Twitter data. Our visualization design combines 2D psychology model of affect (i.e. emotion) with a time tunnel representation. To illustrate our visualization design, two case studies are conducted. They demonstrate the effectiveness of SentiCompass in achieving various tasks related to temporal sentiment and affective analysis of tweets. The interactive demo of our system is available at: http://youtu.be/ZaMF6VNO7tA</dcterms:abstract>
    <dc:language>eng</dc:language>
    <dc:contributor>Klein, Karsten</dc:contributor>
    <dcterms:issued>2015-04</dcterms:issued>
    <dspace:isPartOfCollection rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/36"/>
    <dcterms:isPartOf rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/36"/>
    <dc:creator>Roche, Mathieu</dc:creator>
    <dc:creator>Ying Wang, Florence</dc:creator>
    <dc:contributor>Takatsuka, Masahiro</dc:contributor>
    <dcterms:title>SentiCompass : Interactive visualization for exploring and comparing the sentiments of time-varying twitter data</dcterms:title>
  </rdf:Description>
</rdf:RDF>

Bibliography of Konstanz

No