My Team Will Go On

نویسندگان

چکیده

Understanding team viability -- a team's capacity for sustained and future success is essential building effective teams. In this study, we aggregate features drawn from the organizational behavior literature to train classification model over dataset of 669 10-minute text conversations online We classifiers identify teams at top decile (most viable teams), 50th percentile (above median split), bottom (least then characterize attributes each these levels. find that lasso regression achieves an accuracy .74--.92 AUC ROC under different thresholds classifying scores. From models, use exclusive language such as `but' `except', second person pronouns, most predictive detecting teams, suggesting active engagement with others' ideas crucial signal team. Only small fraction discussion, little 70 seconds, required predicting interaction. This work suggests opportunities assess, track, visualize their own in real time they collaborate.

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ژورنال

عنوان ژورنال: Proceedings of the ACM on human-computer interaction

سال: 2021

ISSN: ['2573-0142']

DOI: https://doi.org/10.1145/3432929