By Dr Benjamin Tag

Journal articles

Jayasiriwardene S; Tag B; Withana A; Sarsenbayeva Z, 2025, 'More Than Words: The Impact of Voice Assistant Personality Traits on Failure Mitigation', Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies, 9, http://dx.doi.org/10.1145/3749518

Babaei E; Dingler T; Tag B; Velloso E, 2025, 'Should we use the NASA-TLX in HCI? A review of theoretical and methodological issues around Mental Workload Measurement', International Journal of Human Computer Studies, 201, http://dx.doi.org/10.1016/j.ijhcs.2025.103515

de Jong S; Paananen V; Tag B; van Berkel N, 2025, 'Cognitive Forcing for Better Decision-Making: Reducing Overreliance on AI Systems Through Partial Explanations', Proceedings of the ACM on Human Computer Interaction, 9, http://dx.doi.org/10.1145/3710946

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

Neigel P; Vargo A; Tag B; Kise K, 2025, 'Unobtrusive stress detection using wearables: application and challenges in a university setting', Frontiers in Computer Science, 7, http://dx.doi.org/10.3389/fcomp.2025.1575404

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

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

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

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

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

Vargo A; Tag B; Blakely C; Kise K, 2023, 'Poverty Traps in Online Knowledge-Based Peer-Production Communities', Informatics, 10, http://dx.doi.org/10.3390/informatics10030061

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

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

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

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

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

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

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

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

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

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

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

Yamada Y; Ćepulić DB; Coll-Martín T; Debove S; Gautreau G; Han H; Rasmussen J; Tran TP; Travaglino GA; Blackburn AM; Boullu L; Bujić M; Byrne G; Caniëls MCJ; Flis I; Kowal M; Rachev NR; Reynoso-Alcántara V; Zerhouni O; Ahmed O; Amin R; Aquino S; Areias JC; Aruta JJBR; Bamwesigye D; Bavolar J; Bender AR; Bhandari P; Bircan T; Cakal H; Capelos T; Čeněk J; Ch’ng B; Chen FY; Chrona S; Contreras-Ibáñez CC; Correa PS; Cristofori I; Cyrus-Lai W; Delgado-Garcia G; Deschrijver E; Díaz C; Dilekler İ; Dranseika V; Dubrov D; Eichel K; Ermagan-Caglar E; Gelpí R; González RF; Griffin A; Hakim MA; Hanusz K; Ho YW; Hristova D; Hubena B; Ihaya K; Ikizer G; Islam MN; Jeftic A; Jha S; Juárez FPG; Kacmar P; Kalinova K; Kavanagh PS; Kosa M; Koszałkowska K; Kumaga R; Lacko D; Lee Y; Lentoor AG; De Leon GA; Lin SY; Lins S; López CRC; Lys AE; Mahlungulu S; Makaveeva T; Mamede S; Mari S; Marot TA; Martinez L; Meshi D; Mola DJ; Morales-Izquierdo S; Musliu A; Naidu PA; Najmussaqib A; Natividade JC; Nebel S; Nezkusilova J; Nikolova I; Ninaus M; Noreika V; Ortiz MV; Ozery DH; Pankowski D; Pennato T; Pírko M; Pummerer L; Reyna C, 2021, 'COVIDiSTRESS Global Survey dataset on psychological and behavioural consequences of the COVID-19 outbreak', Scientific Data, 8, http://dx.doi.org/10.1038/s41597-020-00784-9

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

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

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

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

Conference Papers

Tazin T; Hossain T; Yamashita K; Kinoshita T; Tag B; Oyama S; Yonezawa T; Salim F, 2025, 'Feel the Pain: An Interpretable Multimodal Approach for Physiological Signal-Based Pain Detection', in Companion Proceedings of the 27th International Conference on Multimodal Interaction, ACM, pp. 100 - 108, presented at ICMI Companion '25: Companion Proceedings of the 27th International Conference on Multimodal Interaction, http://dx.doi.org/10.1145/3747327.3764786

Nguyen QT; Huiru Z; Tazin T; Le L; Vo TL; Tran NT; Williams-King D; Tag B, 2025, 'Emotion Recognition Using Text Embedding Models: Wearable and Wireless EEG Without Fixed EEG Channel Configurations', in Umap 2025 Adjunct Proceedings of the 33rd ACM Conference on User Modeling Adaptation and Personalization, pp. 476 - 488, http://dx.doi.org/10.1145/3708319.3733645

Zhang Y; Athukorala N; Liang Z; Qiao Y; Simran ; Yio YX; Lawrence L; Tag B; Vered M; Wybrow M; Goodwin S, 2025, 'Streamlining Eye-Tracking and Observational Data for Field Study Visual Analysis', in Eye Tracking Research and Applications Symposium ETRA, http://dx.doi.org/10.1145/3715669.3725880

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', in Conference on Human Factors in Computing Systems Proceedings, http://dx.doi.org/10.1145/3706598.3714249

Boonprakong N; Pareek S; Tag B; Goncalves J; Dingler T, 2025, 'Assessing Susceptibility Factors of Confirmation Bias in News Feed Reading', in Conference on Human Factors in Computing Systems Proceedings, http://dx.doi.org/10.1145/3706598.3713873

Boonprakong N; Tag B; Goncalves J; Dingler T, 2025, 'How Do HCI Researchers Study Cognitive Biases? A Scoping Review', in Conference on Human Factors in Computing Systems Proceedings, http://dx.doi.org/10.1145/3706598.3713450

Liang H; Li Y; Tag B, 2025, 'MindfulReframer: A Virtual Reality System for Managing Exam Anxiety Through Cognitive Reappraisal', in Conference on Human Factors in Computing Systems Proceedings, http://dx.doi.org/10.1145/3706599.3719748

Mitrevska T; Tag B; Perusquia-Hernandez M; Niijima A; Sidenmark L; Solovey E; El Ali A; Mayer S; Chiossi F, 2025, 'SIG PhysioCHI: Human-Centered Physiological Computing in Practice', in Conference on Human Factors in Computing Systems Proceedings, http://dx.doi.org/10.1145/3706599.3716289

Neigel P; Selby DA; Arai S; Tag B; van Berkel N; Vollmer S; Vargo A; Kise K, 2025, 'Exploring the Alignment of Perceived and Measured Sleep Quality with Working Memory Using Consumer Wearables', in Proceedings of the Augmented Humans International Conference 2025, ACM, pp. 381 - 398, presented at AHs 2025: The Augmented Humans International Conference, http://dx.doi.org/10.1145/3745900.3746104

Lee H-PH; Zhou Q; Kostakos V; Tag B; Dingler T, 2024, 'Exploring Design Parameters for RSVP Reading of Mobile Notifications', in Proceedings of the 36th Australasian Conference on Human-Computer Interaction, ACM, pp. 337 - 350, presented at OzCHI '24: 36th Australasian Conference on Human-Computer Interaction, http://dx.doi.org/10.1145/3726986.3727002

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

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

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

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

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

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

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

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

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

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

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

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

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

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