Analyzing social interactions: The promises and challenges of using cross recurrence quantification analysis

Publikation: Beiträge in SammelwerkenAufsätze in KonferenzbändenForschungbegutachtet

Authors

The scientific investigation of social interactions presents substantial challenges: interacting agents engage each other at many different levels and timescales (motor and physiological coordination, joint attention, linguistic exchanges, etc.), often making their behaviors interdependent in non-linear ways. In this paper we review the current use of Cross Recurrence Quantification Analysis (CRQA) in the analysis of social interactions, and assess its potential and challenges. We argue that the method can sensitively grasp the dynamics of human interactions, and that it has started producing valuable knowledge about them. However, much work is still necessary: more systematic analyses and interpretation of the recurrence indexes and more consistent reporting of the results, more emphasis on theory-driven studies, exploring interactions involving more than 2 agents and multiple aspects of coordination, and assessing and quantifying complementary coordinative mechanisms. These challenges are discussed and operationalized in recommendations to further develop the field.

OriginalspracheEnglisch
TitelTranslational Recurrences : From Mathematical Theory to Real-World Applications
HerausgeberNobert Marwan, Michael Riley, Alessandro Giuliani, Charles L. Webber
Anzahl der Seiten19
Band103
VerlagSpringer New York
Erscheinungsdatum01.01.2014
Seiten137-155
ISBN (Print)978-3-319-09530-1
ISBN (elektronisch)9781493916009
DOIs
PublikationsstatusErschienen - 01.01.2014
Extern publiziertJa
Veranstaltung5th International Symposium on Recurrence Plots, 2013 - Loyola University Chicago , Chicago, Großbritannien / Vereinigtes Königreich
Dauer: 14.08.201316.08.2013
Konferenznummer: 5
http://www.recurrence-plot.tk/ws2013/

DOI

Zuletzt angesehen

Publikationen

  1. Od Pacmana do Lary Croft. Jak badać postać w grach wideo?
  2. Environmental commitments and rhetoric over the Pandemic crisis
  3. Vorsorgendes Wirtschaften
  4. Are you teaching "distillation" correctly in your chemistry classes?
  5. Ansätze einer Systematisierung von Energiegenossenschaften
  6. Click Here to Shop Now!
  7. Technical and economic assessment of food waste valorization through a biorefinery chain
  8. Business model or strategy
  9. Wisdom or knowledge?, science, theology and cultural dynamics, editors, Hubert Meisinger, Willem B. Drees, and Zbigniew Liana
  10. Distribution of brominated flame retardants and dechloranes between sediments and benthic fish - A comparison of a freshwater and marine habitat
  11. Othering and Same-ing for the Young. Expanding the Theoretical and Material Horizons of Imagology with Children's Literature
  12. Differences in impact of long term caregiving for mentally ill older adults on the daily life of informal caregivers
  13. Buchbesprechung
  14. Editorial: Methoden in der Kriminologie
  15. Tri‐trophic interaction networks along a tree diversity gradient of BEF‐China
  16. A Note on the Granular Nature of Imports in German Manufacturing Industries
  17. Kompetenz steuert Strategie und Struktur
  18. What do we know about empirical joint audit research?
  19. The Problems of Modern Societies — Epistemic Design around 1970
  20. The practice of ecological art
  21. Der Zentrale Runde Tisch der DDR: Wortprotokoll und Dokumente
  22. Genre(s)
  23. Grenzen von „Serious Games for Health“
  24. Verbandsgeldbußen im Finanzsektor
  25. 9/11 in European literature
  26. The Contribution of Education for Sustainable Development in Promoting Sustainable Water Use