BA (FU Berlin), MA (Keio University), PhD (Keio University)
Engineering
Computer Science and Engineering
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I am a Senior Lecturer at UNSW Sydney, specializing in Human-Computer Interaction (HCI) and Ubiquitous Computing. My research explores how technology influences human cognition, emotion, and physiology, focusing on designing adaptive systems that enhance user experiences and support practical applications. My interdisciplinary work bridges computer science, biomechanics, and cognitive psychology by integrating physiological sensors and everyday devices to tackle challenges in fatigue modelling, mental state sensing, and Human-AI interaction.
Before joining UNSW, I was a Lecturer at Monash University and a Postdoctoral Research Fellow at the University of Melbourne. I earned my PhD in March 2019 from Keio University, Japan, with a dissertation titled Cognitive State Assessments through Monitoring Physiological Signals on the Face.
I am an active contributor to the HCI community, serving as an Associate Editor for PACM IMWUT and participating in ACM and IEEE conference committees. Additionally, I co-founded a startup and led as Director of Science at Optimal XR, translating cutting-edge research into real-world applications.
van Berkel N; Visuri A; Shalawadi S; Evans MR; Tag B; Hosio S, 2025, 'From Reflection to Action: Enhancing Workplace Well-Being Through Digital Solutions', Interacting with Computers, 37, pp. 133 - 146, http://dx.doi.org/10.1093/iwc/iwae049
Journal articles | 2024
Jiang W; Windl M; Tag B; Sarsenbayeva Z; Mayer S, 2024, 'An Immersive and Interactive VR Dataset to Elicit Emotions', IEEE Transactions on Visualization and Computer Graphics, 30, pp. 7343 - 7353, http://dx.doi.org/10.1109/TVCG.2024.3456202
Journal articles | 2024
Li Y; Tag B; Dai S; Crowther R; Dwyer T; Irani P; Ens B, 2024, 'NICER: A New and Improved Consumed Endurance and Recovery Metric to Quantify Muscle Fatigue of Mid-Air Interactions', ACM Transactions on Graphics, 43, http://dx.doi.org/10.1145/3658230
Journal articles | 2024
van Berkel N; Tag B; Jacobsen RM; Russo D; Purchase HC; Buschek D, 2024, 'Impact of interaction technique in interactive data visualisations: A study on lookup, comparison, and relation-seeking tasks', International Journal of Human Computer Studies, 192, http://dx.doi.org/10.1016/j.ijhcs.2024.103359
Journal articles | 2023
Blackburn AM; Vestergren S; Tran TP; Stöckli S; Griffin SM; Ntontis E; Jeftic A; Chrona S; Ikizer G; Han H; Milfont TL; Parry D; Byrne G; Gómez-López M; Acosta A; Kowal M; De Leon G; Gallegos A; Perez M; Abdelrahman M; Ahern E; Yar AWA; Ahmed O; Alami NH; Amin R; Andersen LE; Araújo BO; Asongu NA; Bartsch F; Bavoľár J; Bhatta KR; Bircan T; Bita S; Bombuwala H; Brik T; Cakal H; Caniëls M; Carballo M; Carvalho NM; Cely L; Chang S; Chayinska M; Chen FY; Ch’ng B; Chukwuorji JBC; Costa AR; Dalizu VL; Deschrijver E; Dilekler Aldemir İ; Doherty AM; Doller R; Dubrov D; Elegbede S; Elizalde J; Ermagan-Caglar E; Fernández-Morales R; García-Castro JD; Gelpí R; Ghafori S; Goldberg X; González-Uribe C; Alpízar-Rojas H; Haugestad CAP; Higuera D; Hoorelbeke K; Hristova E; Hubená B; Huq H; Ihaya K; Jayathilake G; Jen E; Jinadasa A; Joksimovic J; Kačmár P; Kadreva V; Kalinova K; Kandeel HAA; Kellezi B; Khan S; Kontogianni M; Koszałkowska K; Hanusz K; Lacko D; Landa-Blanco M; Lee Y; Lieberoth A; Lins S; Liutsko L; Londero-Santos A; Mauritsen AL; Maegli MA; Magidie P; Maharjan R; Makaveeva T; Makhubela M; Malagón MG; Malykh S; Mamede S, 2023, 'Author Correction: COVIDiSTRESS diverse dataset on psychological and behavioural outcomes one year into the COVID-19 pandemic (Scientific Data, (2022), 9, 1, (331), 10.1038/s41597-022-01383-6)', Scientific Data, 10, http://dx.doi.org/10.1038/s41597-022-01896-0
Journal articles | 2023
Sarsenbayeva Z; van Berkel N; Hettiachchi D; Tag B; Velloso E; Goncalves J; Kostakos V, 2023, 'Mapping 20 years of accessibility research in HCI: A co-word analysis', International Journal of Human Computer Studies, 175, http://dx.doi.org/10.1016/j.ijhcs.2023.103018
Journal articles | 2023
Tag B; Van Berkel N; Verma S; Zhao BZH; Berkovsky S; Kaafar D; Kostakos V; Ohrimenko O, 2023, 'DDoD: Dual Denial of Decision Attacks on Human-AI Teams', IEEE Pervasive Computing, 22, pp. 77 - 84, http://dx.doi.org/10.1109/MPRV.2022.3218773
Wang C; Jiang W; Yang K; Sarsenbayeva Z; Tag B; Dingler T; Goncalves J; Kostakos V, 2023, 'Use of thermal imaging to measure the quality of hand hygiene', Journal of Hospital Infection, 139, pp. 113 - 120, http://dx.doi.org/10.1016/j.jhin.2023.05.016
Journal articles | 2023
Yang K; Tag B; Wang C; Gu Y; Sarsenbayeva Z; Dingler T; Wadley G; Goncalves J, 2023, 'Survey on Emotion Sensing Using Mobile Devices', IEEE Transactions on Affective Computing, 14, pp. 2678 - 2696, http://dx.doi.org/10.1109/TAFFC.2022.3220484
Journal articles | 2023
Yang K; Wang C; Gu Y; Sarsenbayeva Z; Tag B; Dingler T; Wadley G; Goncalves J, 2023, 'Behavioral and Physiological Signals-Based Deep Multimodal Approach for Mobile Emotion Recognition', IEEE Transactions on Affective Computing, 14, pp. 1082 - 1097, http://dx.doi.org/10.1109/TAFFC.2021.3100868
Journal articles | 2022
Blackburn AM; Vestergren S; Tran TP; Stöckli S; Griffin SM; Ntontis E; Jeftic A; Chrona S; Ikizer G; Han H; Milfont TL; Parry D; Byrne G; Gómez-López M; Acosta A; Kowal M; De Leon G; Gallegos A; Perez M; Abdelrahman M; Ahern E; Yar AWA; Ahmed O; Alami NH; Amin R; Andersen LE; Araújo BO; Asongu NA; Bartsch F; Bavoľár J; Bhatta KR; Bircan T; Bita S; Bombuwala H; Brik T; Cakal H; Caniëls M; Carballo M; Carvalho NM; Cely L; Chang S; Chayinska M; Chen FY; Ch’ng B; Chukwuorji JC; Costa AR; Dalizu VL; Deschrijver E; Aldemir İD; Doherty AM; Doller R; Dubrov D; Elegbede S; Elizalde J; Ermagan-Caglar E; Fernández-Morales R; García-Castro JD; Gelpí R; Ghafori S; Goldberg X; González-Uribe C; Alpízar-Rojas H; Haugestad CAP; Higuera D; Hoorelbeke K; Hristova E; Hubená B; Huq H; Ihaya K; Jayathilake G; Jen E; Jinadasa A; Joksimovic J; Kačmár P; Kadreva V; Kalinova K; Kandeel HAA; Kellezi B; Khan S; Kontogianni M; Koszałkowska K; Krzysztof H; Lacko D; Landa-Blanco M; Lee Y; Lieberoth A; Lins S; Liutsko L; Londero-Santos A; Mauritsen AL; Maegli MA; Magidie P; Maharjan R; Makaveeva T; Makhubela M; Malagón MG; Malykh S; Mamede S; Mandillah S; Mansoor MS, 2022, 'COVIDiSTRESS diverse dataset on psychological and behavioural outcomes one year into the COVID-19 pandemic', Scientific Data, 9, http://dx.doi.org/10.1038/s41597-022-01383-6
Journal articles | 2022
Tag B; Goncalves J; Webber S; Koval P; Kostakos V, 2022, 'A Retrospective and a Look Forward: Lessons Learned from Researching Emotions In-the-Wild', IEEE Pervasive Computing, 21, pp. 28 - 36, http://dx.doi.org/10.1109/MPRV.2021.3106272
Journal articles | 2022
Tag B; Sarsenbayeva Z; Cox AL; Wadley G; Goncalves J; Kostakos V, 2022, 'Emotion trajectories in smartphone use: Towards recognizing emotion regulation in-the-wild', International Journal of Human Computer Studies, 166, http://dx.doi.org/10.1016/j.ijhcs.2022.102872
Journal articles | 2022
Tag B; van Berkel N; Vargo AW; Sarsenbayeva Z; Colasante T; Wadley G; Webber S; Smith W; Koval P; Hollenstein T; Goncalves J; Kostakos V, 2022, 'Impact of the global pandemic upon young people's use of technology for emotion regulation', Computers in Human Behavior Reports, 6, http://dx.doi.org/10.1016/j.chbr.2022.100192
Journal articles | 2022
Vargo A; Ishimaru S; Islam MR; Tag B; Kise K, 2022, 'Obtaining Labels for In-the-Wild Studies: Using Visual Cues and Recall', IEEE Pervasive Computing, 21, pp. 9 - 17, http://dx.doi.org/10.1109/MPRV.2021.3129500
Journal articles | 2022
Wang C; Jiang W; Yang K; Sarsenbayeva Z; Tag B; Dingler T; Goncalves J; Kostakos V, 2022, 'A System for Computational Assessment of Hand Hygiene Techniques', Journal of Medical Systems, 46, http://dx.doi.org/10.1007/s10916-022-01817-z
Journal articles | 2022
van Berkel N; Tag B; Goncalves J; Hosio S, 2022, 'Human-centred artificial intelligence: a contextual morality perspective', Behaviour and Information Technology, 41, pp. 502 - 518, http://dx.doi.org/10.1080/0144929X.2020.1818828
Journal articles | 2021
Lieberoth A; Lin SY; Stöckli S; Han H; Kowal M; Gelpí R; Chrona S; Tran TP; Jeftic A; Rasmussen J; Cakal H; Milfont TL; Yamada Y; Amin R; Debove S; Flis I; Sahin H; Turk F; Yeh YY; Ho YW; Sikka P; Delgado-Garcia G; Lacko D; Mamede S; Zerhouni O; Tuominen J; Bircan T; Wang AHE; Ikizer G; Lins S; Studzinska A; Uddin MK; Juárez FPG; Chen FY; Sanli AM; Lys AE; Reynoso-Alcántara V; González RF; Griffin A; López CRC; Nezkusilova J; Ćepulić DB; Aquino S; Marot TA; Blackburn AM; Boullu L; Bavolar J; Kacmar P; Wu CKS; Areias JC; Natividade JC; Mari S; Ahmed O; Dranseika V; Cristofori I; Coll-Martín T; Eichel K; Kumaga R; Ermagan-Caglar E; Bamwesigye D; Tag B; Contreras-Ibáñez CC; Aruta JJBR; Naidu PA; Dilekler I; Čeněk J; Islam MN; Ch'Ng B; Sechi C; Nebel S; Sayilan G; Jha S; Vestergren S; Ihaya K; Guillaume G; Travaglino GA; Rachev NR; Hanusz K; Pírko M; West JN; Cyrus-Lai W; Najmussaqib A; Romano E; Noreika V; Musliu A; Sungailaite E; Kosa M; Lentoor AG; Sinha N; Bender AR; Meshi D; Bhandari P; Byrne G; Kalinova K; Hubena B; Ninaus M; Díaz C; Scarpaci A; Koszałkowska K; Pankowski D, 2021, 'Stress and worry in the 2020 coronavirus pandemic: Relationships to trust and compliance with preventive measures across 48 countries in the COVIDiSTRESS global survey', Royal Society Open Science, 8, http://dx.doi.org/10.1098/rsos.200589
Yang K; Wang C; Sarsenbayeva Z; Tag B; Dingler T; Wadley G; Goncalves J, 2021, 'Benchmarking commercial emotion detection systems using realistic distortions of facial image datasets', Visual Computer, 37, pp. 1447 - 1466, http://dx.doi.org/10.1007/s00371-020-01881-x
Journal articles | 2020
Marini G; Tag B; Goncalves J; Velloso E; Jurdak R; Capurro D; McCarthy C; Shearer W; Kostakos V, 2020, 'Measuring mobility and room occupancy in clinical settings: System development and implementation', Jmir Mhealth and Uhealth, 8, http://dx.doi.org/10.2196/19874
Journal articles | 2020
Tag B; Dingler T; Vargo AW; Kostakos V, 2020, 'Inferring Circadian Rhythms of Cognitive Performance in Everyday Life', IEEE Pervasive Computing, 19, pp. 14 - 23, http://dx.doi.org/10.1109/MPRV.2020.2994914
Preprints | 2025
Chowdhury TI; Vargo A; Blakely C; Tag B; Kise K, 2025, A Review of Cognitive Readiness, Wearable Devices, and Prospects, http://arxiv.org/abs/2501.03537v1
Preprints | 2025
Li Y; Fischer F; Dwyer T; Ens B; Crowther R; Kristensson PO; Tag B, 2025, AlphaPIG: The Nicest Way to Prolong Interactive Gestures in Extended
Reality, http://dx.doi.org/10.1145/3706598.3714249
Conference Papers | 2024
Alzahrani MS; Tag B; Johnson B; Wybrow M, 2024, 'Unlocking Autistic Children's Potential: The Crux with Data Visualisations and IoT', in Ubicomp Companion 2024 Companion of the 2024 ACM International Joint Conference on Pervasive and Ubiquitous Computing, pp. 701 - 705, http://dx.doi.org/10.1145/3675094.3678477
Conference Papers | 2024
Arai S; Vargo A; Tag B; Kise K, 2024, 'In-the-Wild Exploration of the Impact of the Lunar Cycle on Sleep in a University Cohort with Oura Rings', in ACM International Conference Proceeding Series, pp. 259 - 262, http://dx.doi.org/10.1145/3652920.3653044
Conference Papers | 2024
Arai S; Vargo A; Tag B; Neigel P; Kise K, 2024, 'In-the-Wild Exploration of the Impact of Sleep on Working Memory with a Wearable', in Ubicomp Companion 2024 Companion of the 2024 ACM International Joint Conference on Pervasive and Ubiquitous Computing, pp. 81 - 85, http://dx.doi.org/10.1145/3675094.3677589
Conference Papers | 2024
Boonprakong N; Ji K; Ye Z; Tag B; Spina D; Ruotsalo T; Salim FD, 2024, 'Advancing Physiological Methods for Human-Information Interaction', in Ubicomp Companion 2024 Companion of the 2024 ACM International Joint Conference on Pervasive and Ubiquitous Computing, pp. 976 - 979, http://dx.doi.org/10.1145/3675094.3677567
Conference Papers | 2024
Chiossi F; Stepanova ER; Tag B; Perusquia-Hernandez M; Kitson A; Dey A; Mayer S; El Ali A, 2024, 'PhysioCHI: Towards Best Practices for Integrating Physiological Signals in HCI', in Conference on Human Factors in Computing Systems Proceedings, http://dx.doi.org/10.1145/3613905.3636286
Conference Papers | 2024
Chowdhury TI; Vargo A; Tag B; Nishitomi R; Kise K, 2024, 'Exploring the Feasibility of a Repeated Mobile One-Minute PVT In-the-Wild', in Mobilehci 2024 Adjunct Proceedings Publication of the 26th International Conference on Mobile Human Computer Interaction, http://dx.doi.org/10.1145/3640471.3680235
Conference Papers | 2024
David K; Dobbins C; Heinisch J; Okoshi T; Dupré D; Gaggioli A; Gao N; Peltonen E; Sugaya M; Tag B; Van Laerhoven K; Mariani S; Sigg S, 2024, 'EmotionAware 2024: Eighth International Workshop on Emotion Awareness for Pervasive Computing Beyond Traditional Approaches - Welcome and Committees', in 2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2024, pp. 23 - 24, http://dx.doi.org/10.1109/PerComWorkshops59983.2024.10502380
Conference Papers | 2024
He L; Wang H; Goodwin S; Tag B; Elvitigala DS, 2024, 'Pedalling into the Future: Towards Enhancing Cycling Experience Using Augmented Reality', in DIS 2024 Proceedings of the 2024 ACM Designing Interactive Systems Conference, pp. 190 - 194, http://dx.doi.org/10.1145/3656156.3663699
Conference Papers | 2024
Iwashita Y; Kurashige R; Vargo A; Tag B; Dingler T; Iwata M; Kise K, 2024, 'Peer-Awareness to Support Learning: An In-the-wild Study on Notification Timing', in Ubicomp Companion 2024 Companion of the 2024 ACM International Joint Conference on Pervasive and Ubiquitous Computing, pp. 14 - 18, http://dx.doi.org/10.1145/3675094.3677576
Conference Papers | 2024
Li Y; Xu H; Kitamura Y; Tag B; Fujita K, 2024, 'Towards using Eye Gaze Redirection in Immersive Reading Tasks for Visual Fatigue Reduction', in Ubicomp Companion 2024 Companion of the 2024 ACM International Joint Conference on Pervasive and Ubiquitous Computing, pp. 607 - 611, http://dx.doi.org/10.1145/3675094.3678474
Conference Papers | 2024
Liu J; Rao AS; Ke F; Dwyer T; Tag B; Haghighi PD, 2024, 'AR-Facilitated Safety Inspection and Fall Hazard Detection on Construction Sites', in Proceedings - 2024 IEEE International Symposium on Mixed and Augmented Reality Adjunct, ISMAR-Adjunct 2024, pp. 12 - 14, http://dx.doi.org/10.1109/ISMAR-Adjunct64951.2024.00010
Preprints | 2024
Liu J; Rao AS; Ke F; Dwyer T; Tag B; Haghighi PD, 2024, AR-Facilitated Safety Inspection and Fall Hazard Detection on
Construction Sites, http://arxiv.org/abs/2412.01273v1
Conference Papers | 2024
Naghizade E; Ji K; Tag B; Salim F, 2024, 'Inside Out or Not: Privacy Implications of Emotional Disclosure', in Ubicomp Companion 2024 Companion of the 2024 ACM International Joint Conference on Pervasive and Ubiquitous Computing, pp. 121 - 125, http://dx.doi.org/10.1145/3675094.3677598
Conference Papers | 2024
Neigel P; Vargo A; Tag B; Kise K, 2024, 'Using Wearables to Unobtrusively Identify Periods of Stress in a Real University Environment', in Iswc 2024 Proceedings of the 2024 ACM International Symposium on Wearable Computers, pp. 17 - 24, http://dx.doi.org/10.1145/3675095.3676608
Conference Papers | 2024
Zhang M; Marin E; Ryan M; Kostakos V; Murray T; Tag B; Oswald D, 2024, 'OOBKey: Key Exchange with Implantable Medical Devices Using Out-Of-Band Channels', in ACM International Conference Proceeding Series, http://dx.doi.org/10.1145/3664476.3670876
Conference Papers | 2023
Boonprakong N; Chen X; Davey C; Tag B; Dingler T, 2023, 'Bias-Aware Systems: Exploring Indicators for the Occurrences of Cognitive Biases when Facing Different Opinions', in Conference on Human Factors in Computing Systems Proceedings, http://dx.doi.org/10.1145/3544548.3580917
Conference Papers | 2023
Boonprakong N; He G; Gadiraju U; Van Berkel N; Wang D; Chen S; Liu J; Tag B; Goncalves J; Dingler T, 2023, 'Workshop on Understanding and Mitigating Cognitive Biases in Human-AI Collaboration', in Proceedings of the ACM Conference on Computer Supported Cooperative Work CSCW, pp. 512 - 517, http://dx.doi.org/10.1145/3584931.3611284
Conference Papers | 2023
Boonprakong N; Tag B; Dingler T, 2023, 'Designing Technologies to Support Critical Thinking in an Age of Misinformation', in IEEE Pervasive Computing, pp. 8 - 17, http://dx.doi.org/10.1109/MPRV.2023.3275514
Preprints | 2023
Kristanto A; Cordeil M; Tag B; Riche NH; Dwyer T, 2023, Hanstreamer: an Open-source Webcam-based Live Data Presentation System, http://arxiv.org/abs/2309.12538v1
Conference Papers | 2023
Li Y; Crowther R; Smiley J; Dwyer T; Tag B; Irani P; Ens B, 2023, 'Revisiting Consumed Endurance: A NICE Way to Quantify Shoulder Fatigue in Virtual Reality', in Proceedings of the ACM Symposium on Virtual Reality Software and Technology VRST, http://dx.doi.org/10.1145/3611659.3615702
Conference Papers | 2023
Ma Y; Zhou Q; Tag B; Sarsenbayeva Z; Knibbe J; Goncalves J, 2023, '“Hello, Fellow Villager!”: Perceptions and Impact of Displaying Users’ Locations on Weibo', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 511 - 532, http://dx.doi.org/10.1007/978-3-031-42286-7_29
Conference Papers | 2023
Sarsenbayeva Z; Fleming C; Tag B; Withana A; van Berkel N; McEwan A, 2023, 'A Review on Mood Assessment Using Smartphones', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 385 - 413, http://dx.doi.org/10.1007/978-3-031-42283-6_22
Conference Papers | 2023
Tag B, 2023, 'Keynote: Hooked on a Feeling - Challenges and Opportunities of Emotion Research in Human-Computer Interaction', in 2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops), IEEE, pp. 256 - 256, presented at 2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops), 13 March 2023 - 17 March 2023, http://dx.doi.org/10.1109/percomworkshops56833.2023.10150319
Conference Papers | 2023
Vargo A; Abou-Khalil V; Ishimaru S; Tag B; Hutin M; Dengel A; Devillers L; Kise K, 2023, 'Delivering Sensing Technologies for Education and Learning', in Ubicomp Iswc 2022 Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2022 ACM International Symposium on Wearable Computers, pp. 263 - 266, http://dx.doi.org/10.1145/3544793.3560373
Conference Papers | 2023
Vargo A; Iwata M; Hutin M; Kobylyanskaya S; Vasilescu I; Augereau O; Watanabe K; Ishimaru S; Tag B; Dingler T; Kise K; Devillers L; Dengel A, 2023, 'Learning Cyclotron: An Ecosystem of Knowledge Circulation', in Ubicomp Iswc 2022 Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2022 ACM International Symposium on Wearable Computers, pp. 308 - 312, http://dx.doi.org/10.1145/3544793.3560383
Conference Papers | 2023
Vargo A; Tag B; Hutin M; Abou-Khalil V; Ishimaru S; Augereau O; Dingler T; Iwata M; Kise K; Devillers L; Dengel A, 2023, 'Intelligence Augmentation: Future Directions and Ethical Implications in HCI', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 644 - 649, http://dx.doi.org/10.1007/978-3-031-42293-5_87
Conference Papers | 2023
Villa S; Nguyen TD; Tag B; Machulla TK; Schmidt A; Niess J, 2023, 'Towards a Haptic Taxonomy of Emotions: Exploring Vibrotactile Stimulation in the Dorsal Region', in Iswc 2023 Proceedings of the 2023 International Symposium on Wearable Computers, pp. 50 - 54, http://dx.doi.org/10.1145/3594738.3611363
Conference Papers | 2023
Visuri A; Van Berkel N; Tag B, 2023, 'Wellbeing Insights in a Data-Driven Future', in 2023 14th International Conference on Mobile Computing and Ubiquitous Network Icmu 2023, http://dx.doi.org/10.23919/ICMU58504.2023.10412212
Preprints | 2022
Boonprakong N; Tag B; Dingler T, 2022, Approaches to Identify Vulnerabilities to Misinformation: A Research
Agenda, http://arxiv.org/abs/2210.11647v1
Conference Papers | 2022
Dingler T; Tag B; Eccles DA; Van Berkel N; Kostakos V, 2022, 'Method for Appropriating the Brief Implicit Association Test to Elicit Biases in Users', in Conference on Human Factors in Computing Systems Proceedings, http://dx.doi.org/10.1145/3491102.3517570
Preprints | 2022
Jiang W; Yang K; Windl M; Chiossi F; Tag B; Mayer S; Sarsenbayeva Z, 2022, Current Challenges of Using Wearable Devices for Online Emotion Sensing, http://arxiv.org/abs/2208.05206v1
Conference Papers | 2022
Smith W; Wadley G; Webber S; Tag B; Kostakos V; Koval P; Gross JJ, 2022, 'Digital Emotion Regulation in Everyday Life', in Conference on Human Factors in Computing Systems Proceedings, http://dx.doi.org/10.1145/3491102.3517573
Conference Papers | 2022
Wei J; Tag B; Trippas JR; Dingler T; Kostakos V, 2022, 'What Could Possibly Go Wrong When Interacting with Proactive Smart Speakers? A Case Study Using an ESM Application', in Conference on Human Factors in Computing Systems Proceedings, http://dx.doi.org/10.1145/3491102.3517432
Conference Papers | 2022
Wintersberger P; Van Berkel N; Fereydooni N; Tag B; Glassman EL; Buschek D; Blandford A; Michahelles F, 2022, 'Designing for Continuous Interaction with Artificial Intelligence Systems', in Conference on Human Factors in Computing Systems Proceedings, http://dx.doi.org/10.1145/3491101.3516409
Conference Papers | 2022
Yang K; Tag B; Gu Y; Wang C; Dingler T; Wadley G; Goncalves J, 2022, 'Mobile Emotion Recognition via Multiple Physiological Signals using Convolution-augmented Transformer', in Icmr 2022 Proceedings of the 2022 International Conference on Multimedia Retrieval, pp. 562 - 570, http://dx.doi.org/10.1145/3512527.3531385
Conference Papers | 2021
Babaei E; Tag B, 2021, 'A critique of electrodermal activity practices at chi', in Conference on Human Factors in Computing Systems Proceedings, http://dx.doi.org/10.1145/3411764.3445370
Conference Papers | 2021
Dingler T; Tag B; Lorenz-Spreen P; Vargo AW; Knight S; Lewandowsky S, 2021, 'Workshop on Technologies to Support Critical Thinking in an Age of Misinformation', in Conference on Human Factors in Computing Systems Proceedings, http://dx.doi.org/10.1145/3411763.3441350
Conference Papers | 2021
Ragozin K; Kunze K; Hirzle T; Tag B; Uema Y; Rukzio E; Ward JA, 2021, 'Eyewear 2021 the ForthWorkshop on Eyewear Computing Augmenting Social Situations and Democratizing Tools', in Ubicomp Iswc 2021 Adjunct Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2021 ACM International Symposium on Wearable Computers, pp. 458 - 461, http://dx.doi.org/10.1145/3460418.3479267
Conference Papers | 2021
Tag B; Webber S; Wadley G; Bartlett V; Goncalves J; Koval P; Slovak P; Smith W; Hollenstein T; Cox AL; Kostakos V, 2021, 'Making Sense of Emotion-Sensing: Workshop on Quantifying Human Emotions', in Ubicomp Iswc 2021 Adjunct Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2021 ACM International Symposium on Wearable Computers, pp. 226 - 229, http://dx.doi.org/10.1145/3460418.3479272
Conference Papers | 2020
Chandra Y; Tag B; Peiris RL; Minamizawa K, 2020, 'Preliminary Investigation of Across-Body Vibrotactile Pattern for the Design of Affective Furniture', in IEEE Haptics Symposium Haptics, pp. 671 - 676, http://dx.doi.org/10.1109/HAPTICS45997.2020.ras.HAP20.15.f6b89d66
Conference Papers | 2020
Dingler T; Tag B; Karapanos E; Kise K; Dengel A, 2020, 'Workshop on detection and design for cognitive biases in people and computing systems', in Conference on Human Factors in Computing Systems Proceedings, http://dx.doi.org/10.1145/3334480.3375159
Conference Papers | 2020
Lai Y; Tag B; Kunze K; Malaka R, 2020, 'Understanding Face Gestures with a User-Centered Approach Using Personal Computer Applications as an Example', in ACM International Conference Proceeding Series, http://dx.doi.org/10.1145/3384657.3385333
Preprints | 2020
Marini G; Tag B; Goncalves J; Velloso E; Jurdak R; Capurro D; McCarthy C; Shearer W; Kostakos V, 2020, Measuring Mobility and Room Occupancy in Clinical Settings: System Development and Implementation (Preprint), http://dx.doi.org/10.2196/preprints.19874
Conference Papers | 2020
Sarsenbayeva Z; Tag B; Yan S; Kostakos V; Goncalves J, 2020, 'Using Video Games to Regulate Emotions', in ACM International Conference Proceeding Series, pp. 755 - 759, http://dx.doi.org/10.1145/3441000.3441035
Conference Papers | 2020
Yu D; Zhou Q; Tag B; Dingler T; Velloso E; Goncalves J, 2020, 'Engaging Participants during Selection Studies in Virtual Reality', in 2020 IEEE CONFERENCE ON VIRTUAL REALITY AND 3D USER INTERFACES (VR 2020), IEEE COMPUTER SOC, GA, Atlanta, pp. 500 - 509, presented at 27th IEEE Conference on Virtual Reality and 3D User Interfaces (IEEE VR), GA, Atlanta, 22 March 2020 - 26 March 2020, http://dx.doi.org/10.1109/VR46266.2020.00-33
Conference Papers | 2020
Yu D; Zhou Q; Tag B; Dingler T; Velloso E; Goncalves J, 2020, 'Engaging Participants during Selection Studies in Virtual Reality', in 2020 IEEE Conference on Virtual Reality and 3D User Interfaces (VR), IEEE, pp. 500 - 509, presented at 2020 IEEE Conference on Virtual Reality and 3D User Interfaces (VR), 22 March 2020 - 26 March 2020, http://dx.doi.org/10.1109/vr46266.2020.00071
Conference Papers | 2020
Yu D; Zhou Q; Tag B; Dingler T; Velloso E; Goncalves J, 2020, 'Engaging Participants during Selection Studies in Virtual Reality', in Proceedings 2020 IEEE Conference on Virtual Reality and 3D User Interfaces VR 2020, pp. 500 - 509, http://dx.doi.org/10.1109/VR46266.2020.1581291122479
Conference Papers | 2019
Chernyshov G; Kunze K; Tag B; Ward JA; Uema Y, 2019, 'Demo: HTTP://Eyewear.pro: An open platform to record and analyze large scale data sets from smart eyewear', in Ubicomp Iswc 2019 Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, pp. 264 - 265, http://dx.doi.org/10.1145/3341162.3343790
Conference Papers | 2019
Chernyshov G; Tag B; Ragozin K; Kunze K, 2019, 'EOG glasses - An eyewear platform for cognitive and social interaction assessments in the wild', in Proceedings of the 21st International Conference on Human Computer Interaction with Mobile Devices and Services Mobilehci 2019, http://dx.doi.org/10.1145/3338286.3344418
Conference Papers | 2019
Gupta A; Strivens FL; Tag B; Kunze K; Ward JA, 2019, 'Blink as you Sync - Uncovering eye and nod synchrony in conversation using wearable sensing', in Proceedings International Symposium on Wearable Computers Iswc, pp. 66 - 71, http://dx.doi.org/10.1145/3341163.3347736
Conference Papers | 2019
Newn J; Tag B; Singh R; Velloso E; Vetere F, 2019, 'AI-mediated gaze-based intention recognition for smart eyewear: Opportunities & Challenges', in Ubicomp Iswc 2019 Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, pp. 637 - 642, http://dx.doi.org/10.1145/3341162.3348387
Conference Papers | 2019
Schaack S; Chernyshov G; Ragozin K; Tag B; Peiris R; Kunze K, 2019, 'Haptic collar - vibrotactile feedback around the neck for guidance applications', in ACM International Conference Proceeding Series, http://dx.doi.org/10.1145/3311823.3311840
Conference Papers | 2019
Tag B; Vargo AW; Gupta A; Chernyshov G; Kunze K; Dingler T, 2019, 'Continuous alertness assessments: Using EOG glasses to unobtrusively monitor fatigue levels in-the-wild', in Conference on Human Factors in Computing Systems Proceedings, http://dx.doi.org/10.1145/3290605.3300694
Conference Papers | 2019
Tag B; Ward JA; Uema Y; Kunze K, 2019, 'Eyewear 2019: Third workshop on eyewear computing - FOcUs: Social interactions', in Ubicomp Iswc 2019 Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, pp. 616 - 618, http://dx.doi.org/10.1145/3341162.3347761
Conference Papers | 2019
Van Berkel N; Hosio S; Tag B; Goncalves J, 2019, 'Capturing contextual morality: Applying game theory on smartphones', in Ubicomp Iswc 2019 Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, pp. 888 - 892, http://dx.doi.org/10.1145/3341162.3344846
Conference Papers | 2019
Zhou Q; Newn J; Tag B; Lee HP; Wang C; Velloso E, 2019, 'Ubiquitous smart eyewear interactions using implicit sensing and unobtrusive information output', in Ubicomp Iswc 2019 Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, pp. 661 - 666, http://dx.doi.org/10.1145/3341162.3348392
Conference Papers | 2018
Augereau O; Tag B; Kise K, 2018, 'Mental state analysis on eyewear', in Ubicomp Iswc 2018 Adjunct Proceedings of the 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2018 ACM International Symposium on Wearable Computers, pp. 968 - 973, http://dx.doi.org/10.1145/3267305.3274119
Conference Papers | 2018
Chernyshov G; Cao F; Tag B; Liu G; Caremel C; Kunze K, 2018, 'Shape memory alloy wire actuators for soft, wearable haptic devices', in Proceedings International Symposium on Wearable Computers Iswc, pp. 112 - 119, http://dx.doi.org/10.1145/3267242.3267257
Conference Papers | 2018
Dingler T; Tag B; Schmidt A; Lehrer S, 2018, 'Reading scheduler: Proactive recommendations to help users cope with their daily reading volume', in ACM International Conference Proceeding Series, pp. 239 - 244, http://dx.doi.org/10.1145/3282894.3282917
Conference Papers | 2018
Goto T; Tag B; Kunze K; Dingler T, 2018, 'Towards enhancing emotional responses to media using auto-calibrating electric muscle stimulation (EMS)', in ACM International Conference Proceeding Series, http://dx.doi.org/10.1145/3174910.3174939
Conference Papers | 2018
Tag B; Augereau O, 2018, 'From the laboratory into the wild: Eyewear in cognitive-aware system studies', in Ubicomp Iswc 2018 Adjunct Proceedings of the 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2018 ACM International Symposium on Wearable Computers, pp. 974 - 979, http://dx.doi.org/10.1145/3267305.3274120
Conference Papers | 2018
Tag B; Holz C; Lukowicz P; Augereau O; Uema Y; Kunze K, 2018, 'Eyewear 2018: Second workshop on eyewear computing', in Ubicomp Iswc 2018 Adjunct Proceedings of the 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2018 ACM International Symposium on Wearable Computers, pp. 964 - 967, http://dx.doi.org/10.1145/3267305.3274140
Conference Papers | 2018
Tag B; Sugiura K, 2018, 'Unobtrusive identification of cognitive states for improved knowledge acquisition', in Ubicomp Iswc 2018 Adjunct Proceedings of the 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2018 ACM International Symposium on Wearable Computers, pp. 559 - 564, http://dx.doi.org/10.1145/3267305.3267315
Conference Papers | 2018
Wennrich K; Tag B; Kunze K, 2018, 'VRTe Do - The way of the virtual hand', in Proceedings of the ACM Symposium on Virtual Reality Software and Technology VRST, http://dx.doi.org/10.1145/3281505.3281578
Conference Papers | 2017
Dingler T; Goto T; Tag B; Kunze K, 2017, 'EMS icons: Conveying information by analogy to enhance communication through electrical muscle stimulation', in Ubicomp Iswc 2017 Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, pp. 732 - 739, http://dx.doi.org/10.1145/3123024.3129275
Conference Papers | 2017
Garcia ODR; Tag B; Ohta N; Sugiura K, 2017, 'Seamless multithread films in virtual reality', in Tei 2017 Proceedings of the 11th International Conference on Tangible Embedded and Embodied Interaction, pp. 641 - 646, http://dx.doi.org/10.1145/3024969.3025096
Conference Papers | 2017
Julsaksrisakul P; Nakatani M; Chernyshov G; Tag B; Kunze K, 2017, 'Nene: An interactive pet device', in Ubicomp Iswc 2017 Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, pp. 89 - 92, http://dx.doi.org/10.1145/3123024.3123156
Conference Papers | 2017
Pai YS; Outram BI; Tag B; Isogai M; Ochi D; Kimata H; Kunze K, 2017, 'CleaVR: Collaborative layout evaluation and assessment in virtual reality', in ACM SIGGRAPH 2017 Posters SIGGRAPH 2017, http://dx.doi.org/10.1145/3102163.3102186
Conference Papers | 2017
Pai YS; Outram BI; Tag B; Isogai M; Ochi D; Kunze K, 2017, 'GazeSphere: Navigating 360-degree-video environments in VR using head rotation and eye gaze', in ACM SIGGRAPH 2017 Posters SIGGRAPH 2017, http://dx.doi.org/10.1145/3102163.3102183
Conference Papers | 2017
Tag B; Chernyshov G; Kunze K, 2017, 'Facial temperature sensing on smart eyewear for affective computing', in Ubicomp Iswc 2017 Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, pp. 209 - 212, http://dx.doi.org/10.1145/3123024.3123084
Conference Papers | 2017
Tag B; Mannschreck R; Goto T; Fushimi H; Minamizawa K; Kunze K, 2017, 'AtmoSphere: Mindfulness over haptic-audio cross modal correspondence', in Ubicomp Iswc 2017 Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, pp. 289 - 292, http://dx.doi.org/10.1145/3123024.3123190
Conference Papers | 2017
Tag B; Mannschreck R; Sugiura K; Chernyshov G; Ohta N; Kunze K, 2017, 'Facial thermography for attention tracking on smart eyewear: An initial study', in Conference on Human Factors in Computing Systems Proceedings, pp. 2959 - 2966, http://dx.doi.org/10.1145/3027063.3053243
Conference Papers | 2017
Zheng D; Lugaresi L; Inakage M; Chernyshov G; Kunze K; Tag B, 2017, 'Wearable aura: An interactive projection on personal space to enhance communication', in Ubicomp Iswc 2017 Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, pp. 141 - 144, http://dx.doi.org/10.1145/3123024.3123161
Conference Papers | 2016
Chernyshov G; Tag B; Chen J; Noriyasu V; Lukowicz P; Kunze K, 2016, 'Wearable ambient sound display: Embedding information in personal music', in International Symposium on Wearable Computers Digest of Papers, pp. 58 - 59, http://dx.doi.org/10.1145/2971763.2971789
Conference Papers | 2016
Pai YS; Tag B; Outram B; Vontin N; Sugiura K; Kunze K, 2016, 'GazeSim: Simulating foveated rendering using depth in eye gaze for VR', in SIGGRAPH 2016 ACM SIGGRAPH 2016 Posters, http://dx.doi.org/10.1145/2945078.2945153
Conference Papers | 2016
Tag B; Shimizu J; Zhang C; Kunze K; Ohta N; Sugiura K, 2016, 'In the eye of the beholder: The impact of frame rate on human eye blink', in Conference on Human Factors in Computing Systems Proceedings, pp. 2321 - 2327, http://dx.doi.org/10.1145/2851581.2892449
Conference Papers | 2016
Tag B; Shimizu J; Zhang C; Ohta N; Kunze K; Sugiura K, 2016, 'Eye blink as an input modality for a responsive adaptable video system', in Ubicomp 2016 Adjunct Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, pp. 205 - 208, http://dx.doi.org/10.1145/2968219.2971449
Conference Papers | 2014
Tag B; Hur J; Ohta N; Sugiura K, 2014, 'Collaborative storyboarding through democratization of content production', in ACM International Conference Proceeding Series, http://dx.doi.org/10.1145/2663806.2663875
2024, Exceptional Achievements Award in Research and Education. Monash University.
2024, Higher Education Fellow. Advance HE, United Kingdom
2023, ACM CHI Honourable Mention Award (Boonprakong, N., Chen, X., Davey, C., Tag, B., & Dingler, T. (2023). Bias-Aware Systems: Exploring Indicators for the Occurrences of Cognitive Biases when Facing Different Opinions. Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 1–19.)
2022, ACRA Fellowship. Australian Computing Research Alliance. Host: Prof. Flora Salim, School of Computer Science and Engineering, UNSW.
2021, ACM CHI Honourable Mention Award (Babaei, E., Tag, B., Dingler, T., & Velloso, E. (2021). A Critique of Electrodermal Activity Practices at CHI. Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems, 1–14.)
2018, Young Researchers’ Fellowship. Keio University, Japan.
2018, Innovation Lab. Winner. P9 Production Ltd., Tokyo, Japan. BMW Japan.
2017, Young Researchers’ Fellowship. Keio University, Japan.
2017, Startup Challenge. Winner. P9 Production Ltd., Tokyo, Japan. BNP Paribas Cardif
2017, Innovation Challenge. Winner. P9 Production Ltd., Tokyo, Japan. BNP Paribas Cardif Japan.
2014, Dean’s List. Master’s Degree, Graduate School of Media Design. Keio University, Yokohama, Japan.
2010, Monbukagakusho Scholarship. Ministry of Education, Culture, Sports, Science and Technology, Tokyo, Japan.
Human-Computer Interaction
Ubiquitous Computing
Affective Computing
VR/AR/XR
Human-AI Interaction
I actively promote open science initiatives. In 2020, I joined a research consortium to enhance the understanding of human experiences during the early days of COVID-19. Together, we developed one of the most comprehensive COVID-19 surveys, gathering data from tens of thousands of respondents worldwide. The findings have been published in outlets such as Springer Nature and Royal Society Open Science and have influenced official Danish COVID-19 policy.
I frequently give talks, including a keynote at the 2023 Emotion Aware Workshop at IEEE Pervasive Computing. My expertise in fatigue detection using smart glasses led to invitations to speak at the School of Medicine, University of Nottingham, and the Hearing Sciences – Scottish Section at Glasgow Royal Infirmary. My work on Digital Emotion Regulation has also attracted public interest, with coverage on ABC Radio and in outlets like The Conversation.
2023, Apple wants to know if you’re happy or sad as part of its latest software update. Who will this benefit? (The Conversation, ABC Radio)
2023, Your phone, your emotions and everyday life (Pursuit)
2022, How are you feeling during COVID-19? New survey aims to find answers from around the world (Ingenium)
2016, There's no map to human behaviour - Björk Digital. (CG World, Japanese)
