Multimodal modeling of collaborative problem-solving facets in triads

AEB Stewart, Z Keirn, SK D'Mello - User Modeling and User-Adapted …, 2021 - Springer
Collaborative problem-solving (CPS) is ubiquitous in everyday life, including work, family,
leisure activities, etc. With collaborations increasingly occurring remotely, next-generation …

Focused or stuck together: multimodal patterns reveal triads' performance in collaborative problem solving

H Vrzakova, MJ Amon, A Stewart, ND Duran… - Proceedings of the …, 2020 - dl.acm.org
Collaborative problem solving (CPS) in virtual environments is an increasingly important
context of 21st century learning. However, our understanding of this complex and dynamic …

I say, you say, we say: Using spoken language to model socio-cognitive processes during computer-supported collaborative problem solving

AEB Stewart, H Vrzakova, C Sun, J Yonehiro… - Proceedings of the …, 2019 - dl.acm.org
Collaborative problem solving (CPS) is a crucial 21st century skill; however, current
technologies fall short of effectively supporting CPS processes, especially for remote …

Situating Empathy in HCI/CSCW: A Sco** Review

U Genç, H Verma - Proceedings of the ACM on Human-Computer …, 2024 - dl.acm.org
Empathy is considered a crucial construct within HCI and CSCW, yet our understanding of
this complex concept remains fragmented and lacks consensus in existing research. In this …

Modeling team-level multimodal dynamics during multiparty collaboration

L Eloy, A EB Stewart, M Jean Amon… - 2019 International …, 2019 - dl.acm.org
We adopt a multimodal approach to investigating team interactions in the context of remote
collaborative problem solving (CPS). Our goal is to understand multimodal patterns that …

Empathosphere: Promoting constructive communication in ad-hoc virtual teams through perspective-taking spaces

P Khadpe, C Kulkarni, G Kaufman - Proceedings of the ACM on Human …, 2022 - dl.acm.org
When members of ad-hoc virtual teams need to collectively ideate or deliberate, they often
fail to engage with each others' perspectives in a constructive manner. At best, this leads to …

Analysis of role-based gaze behaviors and gaze aversions, and implementation of robot's gaze control for multi-party dialogue

T Shintani, CT Ishi, H Ishiguro - … of the 9th International Conference on …, 2021 - dl.acm.org
In a multi-person face-to-face dialogue, people naturally gaze towards others or avert their
gazes, according to their dialogue roles and mental states. The goal of this research is to …

Modeling japanese praising behavior by analyzing audio and visual behaviors

T Onishi, A Yamauchi, A Ogushi, R Ishii… - Frontiers in Computer …, 2022 - frontiersin.org
Praising behavior is considered to be verbal and nonverbal behaviors that expresses praise
the behavior and character of the target. However, how one should use verbal and …

Multimodal Analysis for Communication Skill and Self-Efficacy Level Estimation in Job Interview Scenario

T Ohba, CO Mawalim, S Katada, H Kuroki… - Proceedings of the 21st …, 2022 - dl.acm.org
An interview for a job recruiting process requires applicants to demonstrate their
communication skills. Interviewees sometimes become nervous about the interview because …

Predicting multimodal presentation skills based on instance weighting domain adaptation

Y Yagi, S Okada, S Shiobara, S Sugimura - Journal on Multimodal User …, 2022 - Springer
Presentation skills assessment is one of the central challenges of multimodal modeling.
Presentation skills are composed of verbal and nonverbal skill components, but because …