Alternativer Identifier:
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Verwandter Identifier:
(Is Cited By) 10.1038/s41598-025-30403-9 - DOI
Beitragende:
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Titel:
Classification of Natural Conversations by Humans and Machine Learning Based on Facial Actions
Weitere Titel:
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Beschreibung:
(Abstract) Between May 2021 and March 2022, video data from 84 participants in 28 groups was collected (the exact description of this data can be found in the article cited uder related identifiers). For the present analysis, facial action units were extracted from the videos and used for a machine learning ba...

(Table Of Contents) This repository contains (1) the maschine learning dataset with individuals' facial action units and code to classify group discussion topics as a Python script with instructions and (2) Human rating data for third-person, video-based classification and analysis code as an R-script.
Schlagworte:
Facial Action Units
Conversation
Machine Learning
Zugehörige Informationen:
The present data was collected as part of the Collective Appetite Project in the Cluster for the Advanced Study of Collective Behavior at the University of Konstanz. It belongs to the article cited under related identifiers.
Sprache:
Englisch
Herausgeber/in:
Erstellungsjahr:
Fachgebiet:
Psychology
Computer Science
Objekttyp:
Dataset
Datenquelle:
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Verwendete Software:
Software für Datenerhebung
Software:
Python - 3.9.19
Qualtrics - 2023
Alternative Software:
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Verwendete Software:
Software für Datenbearbeitung
Software:
R - 4.3.3
Python - 3.9.19
Alternative Software:
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Datenverarbeitung:
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Erscheinungsjahr:
Förderung:
Deutsche Forschungsgemeinschaft - (Cluster for the Advanced Study of Collective Behavior)(EXC 2117-422037984)
Name Speichervolumen Metadaten Upload Aktion
Status:
Publiziert
Eingestellt von:
0876d19094b5a77ceb080025a2469888
Erstellt am:
Archivierungsdatum:
2026-01-26
Archivgröße:
28,9 GB
Archiversteller:
00a5910a2b77a3793bbf250744b60665
Archiv-Prüfsumme:
9f149d9ebaa82c40dba949cd1478f6eb (MD5)
Embargo-Zeitraum:
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