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- research-articleApril 2023
Exploring LAUREATE - the Longitudinal multimodAl stUdent expeRience datasEt for AffecT and mEmory research
UbiComp/ISWC '22 Adjunct: Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable ComputersPages 494–499https://doi.org/10.1145/3544793.3563426Studies in the lab have shown that affect recognition using physiological data is feasible with machine learning methods. Datasets collected in-the-wild can further improve such methods’ robustness and applicability. This study presents LAUREATE, a ...
- research-articleApril 2023
Affect and Learning in the LAUREATE Dataset
UbiComp/ISWC '22 Adjunct: Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable ComputersPages 168–172https://doi.org/10.1145/3544793.3563401Affective states and cognition share a close relationship, influencing each other in several ways. In particular, our affect, i.e. our feelings and mood, impacts our perception of the world, our memory, and our decisions. This relationship also ...
- research-articleApril 2023
Supporting Smooth Interruption in a Video Conference by Dynamically Changing Background Music Depending on the Amount of Utterance
UbiComp/ISWC '22 Adjunct: Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable ComputersPages 299–302https://doi.org/10.1145/3544793.3560384Interrupting a speaker at the right moment during a meeting is an advanced skill, and not everyone can do it. It is not a rare case that one person keeps talking for a long time, particularly in a video conference, due to limited bandwidth and latency. ...
- research-articleApril 2023
Experience is the Best Teacher: Personalized Vocabulary Building Within the Context of Instagram Posts and Sentences from GPT-3
UbiComp/ISWC '22 Adjunct: Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable ComputersPages 313–316https://doi.org/10.1145/3544793.3560382Although language learners have different contexts and motivations, sensing personal backgrounds to optimize learning materials has still been challenging. By focusing on the huge movement of Social Networking Services (SNS) such as Instagram, we came ...
- posterApril 2023
Location Representations for Accelerating the Training of Next POI Recommender System
UbiComp/ISWC '22 Adjunct: Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable ComputersPages 133–135https://doi.org/10.1145/3544793.3560370With the widespread use of mobile devices, many next Point-Of-Interest (POI) recommender systems train users’ data on their devices to provide personalized recommendation services, which requires the algorithms to have an efficient convergence rate. ...
- posterApril 2023
Introduction of the LAUREATE dataset: the Longitudinal multimodAl stUdent expeRience datasEt for AffecT and mEmory research
UbiComp/ISWC '22 Adjunct: Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable ComputersPages 67–69https://doi.org/10.1145/3544793.3560340Modern wearable devices enable the recording of physiological data from users in a continuous and unobtrusive manner. Using individual wearable devices to monitor students’ psycho-physiological states could be helpful for personalised learning ...
- demonstrationApril 2023
TeleSHift: Telexisting TUI for Physical Collaboration & Interaction
UbiComp/ISWC '22 Adjunct: Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable ComputersPages 16–17https://doi.org/10.1145/3544793.3560323Current workflow on co-editing and simultaneous presentation of 3-D shapes is confined to on-screen manipulation, which causes loss of perceived information when presenting perceptual concepts or complex shapes between members. Thus, we create ...