Weak Ground Truth Determination of Continuous Human-Rated Data

The article presents a novel weak ground truth (WGT) determination procedure on continuous human-rated data. The notion of WGT is essential in cases where there is no direct empirical evidence for an observed construct and human annotations provide the most reliable means for determining the ground...

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Veröffentlicht in:	IEEE access 2021-01, Vol.9, p.4594-4606
Hauptverfasser:	Kosir, Andrej, Strle, Gregor, Meza, Marko
Format:	Artikel
Sprache:	eng
Schlagworte:	Annotations Bias Bias removal continuous data Correlation Distortion Ground truth inter-rater reliability and agreement Machine learning Optimization Probabilistic logic Reliability weak ground truth
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