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

Dateien

Zu diesem Dokument gibt es keine Dateien.

Datum

2015

Autor:innen

Ying Wang, Florence

Sallaberry, Arnaud

Klein, Karsten

Takatsuka, Masahiro

Roche, Mathieu

DOI (zitierfähiger Link)

https://doi.org/10.1109/PACIFICVIS.2015.7156368

Sammlungen

Informatik und Informationswissenschaft

Publikationstyp

Beitrag zu einem Konferenzband

Publikationsstatus

Published

Erschienen in

LIU, Shixia, ed., Gerik SCHEUERMANN, ed., Shigeo TAKAHASHI, ed.. 2015 IEEE Pacific Visualization Symposium (PacificVis). Piscataway, New Jersey: IEEE, 2015, pp. 129-133. PacificVis. 8. ISSN 2165-8765. eISSN 2165-8773. ISBN 978-1-4673-6879-7. Available under: doi: 10.1109/PACIFICVIS.2015.7156368

Zusammenfassung

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

Fachgebiet (DDC)

004 Informatik

Schlagwörter

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

Konferenz

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

Zitieren

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, 14. Apr. 2015 - 17. Apr. 2015. In: LIU, Shixia, ed., Gerik SCHEUERMANN, ed., Shigeo TAKAHASHI, ed.. 2015 IEEE Pacific Visualization Symposium (PacificVis). Piscataway, New Jersey: IEEE, 2015, pp. 129-133. PacificVis. 8. 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}
}

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