{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,9]],"date-time":"2026-03-09T23:37:40Z","timestamp":1773099460050,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":32,"publisher":"ACM","license":[{"start":{"date-parts":[[2021,4,14]],"date-time":"2021-04-14T00:00:00Z","timestamp":1618358400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2021,4,14]]},"DOI":"10.1145\/3397481.3450641","type":"proceedings-article","created":{"date-parts":[[2021,4,14]],"date-time":"2021-04-14T06:07:18Z","timestamp":1618380438000},"page":"260-269","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":4,"title":["Multimodal Differentiation of Obstacles in Repeated Adaptive Human-Computer Interactions"],"prefix":"10.1145","author":[{"given":"Felix","family":"Putze","sequence":"first","affiliation":[{"name":"Cognitive Systems Lab University of Bremen, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mazen","family":"Salous","sequence":"additional","affiliation":[{"name":"Cognitive Systems Lab University of Bremen, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2021,4,14]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.25080\/Majora-7b98e3ed-001"},{"key":"e_1_3_2_1_2_1","volume-title":"Dual-task studies of working memory and arithmetic performance: A meta-analysis.Journal of Experimental Psychology: Learning, Memory, and Cognition 47(2)","author":"Chen H","year":"2020","unstructured":"Edward\u00a0 H Chen and Drew\u00a0 H Bailey . 2020. Dual-task studies of working memory and arithmetic performance: A meta-analysis.Journal of Experimental Psychology: Learning, Memory, and Cognition 47(2) ( 2020 ), 220\u2013233. Edward\u00a0H Chen and Drew\u00a0H Bailey. 2020. Dual-task studies of working memory and arithmetic performance: A meta-analysis.Journal of Experimental Psychology: Learning, Memory, and Cognition 47(2) (2020), 220\u2013233."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/VR.2019.8797840"},{"key":"e_1_3_2_1_4_1","volume-title":"Multimodal Classification of EEG During Physical Activity. In 2019 International Conference on Multimodal Interaction. ACM","author":"Ding Yi","year":"2019","unstructured":"Yi Ding , Brandon Huynh , Aiwen Xu , Tom Bullock , Hubert Cecotti , Matthew Turk , Barry Giesbrecht , and Tobias H\u00f6llerer . 2019 . Multimodal Classification of EEG During Physical Activity. In 2019 International Conference on Multimodal Interaction. ACM , Suzhou, Jiangsu, China, 185\u2013194. Yi Ding, Brandon Huynh, Aiwen Xu, Tom Bullock, Hubert Cecotti, Matthew Turk, Barry Giesbrecht, and Tobias H\u00f6llerer. 2019. Multimodal Classification of EEG During Physical Activity. In 2019 International Conference on Multimodal Interaction. ACM, Suzhou, Jiangsu, China, 185\u2013194."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/2682899"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/325737.325787"},{"key":"e_1_3_2_1_7_1","volume-title":"Encyclopedia of Human Computer Interaction. IGI Global, Hershey, USA, 422\u2013428.","author":"Ferre Xavier","unstructured":"Xavier Ferre , Natalia Juristo , and Ana\u00a0 M Moreno . 2006. Obstacles for the integration of hci practices into software engineering development processes . In Encyclopedia of Human Computer Interaction. IGI Global, Hershey, USA, 422\u2013428. Xavier Ferre, Natalia Juristo, and Ana\u00a0M Moreno. 2006. Obstacles for the integration of hci practices into software engineering development processes. In Encyclopedia of Human Computer Interaction. IGI Global, Hershey, USA, 422\u2013428."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/964442.964461"},{"key":"e_1_3_2_1_9_1","volume-title":"People and Computers XXIII Celebrating People and Technology. Swindon","author":"H\u00a0Calvillo G\u00e1mez Eduardo","unstructured":"Eduardo H\u00a0Calvillo G\u00e1mez , Paul Cairns , and Anna\u00a0 L Cox . 2009. From the gaming experience to the wider user experience . In People and Computers XXIII Celebrating People and Technology. Swindon , Cambridge , UK , 520\u2013523. Eduardo H\u00a0Calvillo G\u00e1mez, Paul Cairns, and Anna\u00a0L Cox. 2009. From the gaming experience to the wider user experience. In People and Computers XXIII Celebrating People and Technology. Swindon, Cambridge, UK, 520\u2013523."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1007\/s12369-011-0107-x"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/1240624.1240855"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2016.04.073"},{"key":"e_1_3_2_1_13_1","volume-title":"Guide to Brain-Computer Music Interfacing","author":"Lotte Fabien","unstructured":"Fabien Lotte . 2014. A tutorial on EEG signal-processing techniques for mental-state recognition in brain\u2013computer interfaces . In Guide to Brain-Computer Music Interfacing . Springer , Cham, Switzerland , 133\u2013161. Fabien Lotte. 2014. A tutorial on EEG signal-processing techniques for mental-state recognition in brain\u2013computer interfaces. In Guide to Brain-Computer Music Interfacing. Springer, Cham, Switzerland, 133\u2013161."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/2494603.2480323"},{"key":"e_1_3_2_1_15_1","volume-title":"Mathematical proceedings of the cambridge philosophical society, Vol.\u00a054(1)","author":"Alfred\u00a0Pierce Moran Patrick","unstructured":"Patrick Alfred\u00a0Pierce Moran . 1958. Random processes in genetics . In Mathematical proceedings of the cambridge philosophical society, Vol.\u00a054(1) . Cambridge University Press , Cambridge, UK , 60\u201371. Patrick Alfred\u00a0Pierce Moran. 1958. Random processes in genetics. In Mathematical proceedings of the cambridge philosophical society, Vol.\u00a054(1). Cambridge University Press, Cambridge, UK, 60\u201371."},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/RCIS.2013.6577709"},{"key":"e_1_3_2_1_17_1","volume-title":"The serial position effect of free recall.Journal of experimental psychology 64, 5","author":"Murdock\u00a0Jr B","year":"1962","unstructured":"Bennet\u00a0 B Murdock\u00a0Jr . 1962. The serial position effect of free recall.Journal of experimental psychology 64, 5 ( 1962 ), 482. Bennet\u00a0B Murdock\u00a0Jr. 1962. The serial position effect of free recall.Journal of experimental psychology 64, 5 (1962), 482."},{"key":"e_1_3_2_1_18_1","volume-title":"Anne Shirley\u00a0M Josafat, and Edrick\u00a0F Victoria.","author":"Ostia F","year":"2019","unstructured":"Conrado\u00a0 F Ostia , Dionis\u00a0 A Padilla , Febus Reidj , G Cruz , Roy Jayson\u00a0D Galang , Anne Shirley\u00a0M Josafat, and Edrick\u00a0F Victoria. 2019 . Electronic Vision System with Personalized Calibration of Color Compensation for People with Partial Color Vision Deficiency Using Raspberry Pi Digital Image Processing. In 2019 5th International Conference on Control, Automation and Robotics (ICCAR). IEEE, Beijing, China , 315\u2013319. Conrado\u00a0F Ostia, Dionis\u00a0A Padilla, Febus Reidj, G Cruz, Roy Jayson\u00a0D Galang, Anne Shirley\u00a0M Josafat, and Edrick\u00a0F Victoria. 2019. Electronic Vision System with Personalized Calibration of Color Compensation for People with Partial Color Vision Deficiency Using Raspberry Pi Digital Image Processing. In 2019 5th International Conference on Control, Automation and Robotics (ICCAR). IEEE, Beijing, China, 315\u2013319."},{"key":"e_1_3_2_1_19_1","volume-title":"Probabilistic outputs for support vector machines and comparisons to regularized likelihood methods. Advances in large margin classifiers 10, 3","author":"John Platt","year":"1999","unstructured":"John Platt 1999. Probabilistic outputs for support vector machines and comparisons to regularized likelihood methods. Advances in large margin classifiers 10, 3 ( 1999 ), 61\u201374. John Platt 1999. Probabilistic outputs for support vector machines and comparisons to regularized likelihood methods. Advances in large margin classifiers 10, 3 (1999), 61\u201374."},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2017.02.003"},{"key":"e_1_3_2_1_21_1","volume-title":"Hybrid fNIRS-EEG based classification of auditory and visual perception processes. Frontiers in neuroscience 8","author":"Putze Felix","year":"2014","unstructured":"Felix Putze , Sebastian Hesslinger , Chun-Yu Tse , YunYing Huang , Christian Herff , Cuntai Guan , and Tanja Schultz . 2014. Hybrid fNIRS-EEG based classification of auditory and visual perception processes. Frontiers in neuroscience 8 ( 2014 ), 373. Felix Putze, Sebastian Hesslinger, Chun-Yu Tse, YunYing Huang, Christian Herff, Cuntai Guan, and Tanja Schultz. 2014. Hybrid fNIRS-EEG based classification of auditory and visual perception processes. Frontiers in neuroscience 8 (2014), 373."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1109\/SMC.2015.170"},{"key":"e_1_3_2_1_23_1","unstructured":"Abu\u00a0Zohran Qaiser and Muhammad\u00a0Taha Khan. 2017. Adaptive Interface for Accommodating Colour-Blind Users by Using Ishihara Test. arxiv:1712.03329\u00a0[cs.HC]  Abu\u00a0Zohran Qaiser and Muhammad\u00a0Taha Khan. 2017. Adaptive Interface for Accommodating Colour-Blind Users by Using Ishihara Test. arxiv:1712.03329\u00a0[cs.HC]"},{"key":"e_1_3_2_1_24_1","volume-title":"Behaviour-Based Working Memory Capacity Classification Using Recurrent Neural Networks. In 26th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. ESANN","author":"Salous Mazen","year":"2018","unstructured":"Mazen Salous and Felix Putze . 2018 . Behaviour-Based Working Memory Capacity Classification Using Recurrent Neural Networks. In 26th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. ESANN , Bruges, Belgium, 159\u2013164. Mazen Salous and Felix Putze. 2018. Behaviour-Based Working Memory Capacity Classification Using Recurrent Neural Networks. In 26th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. ESANN, Bruges, Belgium, 159\u2013164."},{"key":"e_1_3_2_1_25_1","volume-title":"Visual and Memory-based HCI Obstacles: Behaviour-based Detection and User Interface Adaptations Analysis. In IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC","author":"Salous Mazen","year":"2019","unstructured":"Mazen Salous , Felix Putze , Markus Ihrig , and Tanja Schultz . 2019 . Visual and Memory-based HCI Obstacles: Behaviour-based Detection and User Interface Adaptations Analysis. In IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2019). IEEE, Bari, Italy, 1664\u20131671. Mazen Salous, Felix Putze, Markus Ihrig, and Tanja Schultz. 2019. Visual and Memory-based HCI Obstacles: Behaviour-based Detection and User Interface Adaptations Analysis. In IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2019). IEEE, Bari, Italy, 1664\u20131671."},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/MPRV.2018.011591058"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/1035134.1035136"},{"key":"e_1_3_2_1_28_1","volume-title":"Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization. ACM","author":"Sguerra Bruno","year":"2019","unstructured":"Bruno Sguerra and Pierre Jouvelot . 2019 . An Unscented Hound for Working Memory and the Cognitive Adaptation of User Interfaces . In Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization. ACM , Larnaca, Cyprus, 78\u201385. Bruno Sguerra and Pierre Jouvelot. 2019. An Unscented Hound for Working Memory and the Cognitive Adaptation of User Interfaces. In Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization. ACM, Larnaca, Cyprus, 78\u201385."},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1109\/VR46266.2020.00088"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1109\/HICSS.2004.1265434"},{"key":"e_1_3_2_1_31_1","volume-title":"Proceedings of the European Conference on Computer Vision (ECCV) Workshops. Springer","author":"Vielzeuf Valentin","year":"2018","unstructured":"Valentin Vielzeuf , Alexis Lechervy , St\u00e9phane Pateux , and Fr\u00e9d\u00e9ric Jurie . 2018 . Centralnet: a multilayer approach for multimodal fusion . In Proceedings of the European Conference on Computer Vision (ECCV) Workshops. Springer , Munich, Germany, 575\u2013589. Valentin Vielzeuf, Alexis Lechervy, St\u00e9phane Pateux, and Fr\u00e9d\u00e9ric Jurie. 2018. Centralnet: a multilayer approach for multimodal fusion. In Proceedings of the European Conference on Computer Vision (ECCV) Workshops. Springer, Munich, Germany, 575\u2013589."},{"key":"e_1_3_2_1_32_1","volume-title":"Multiple resources and mental workload. Human factors 50, 3","author":"Wickens D","year":"2008","unstructured":"Christopher\u00a0 D Wickens . 2008. Multiple resources and mental workload. Human factors 50, 3 ( 2008 ), 449\u2013455. Christopher\u00a0D Wickens. 2008. Multiple resources and mental workload. Human factors 50, 3 (2008), 449\u2013455."}],"event":{"name":"IUI '21: 26th International Conference on Intelligent User Interfaces","location":"College Station TX USA","acronym":"IUI '21","sponsor":["SIGAI ACM Special Interest Group on Artificial Intelligence","SIGCHI ACM Special Interest Group on Computer-Human Interaction"]},"container-title":["26th International Conference on Intelligent User Interfaces"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3397481.3450641","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3397481.3450641","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T22:41:33Z","timestamp":1750200093000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3397481.3450641"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,4,14]]},"references-count":32,"alternative-id":["10.1145\/3397481.3450641","10.1145\/3397481"],"URL":"https:\/\/doi.org\/10.1145\/3397481.3450641","relation":{},"subject":[],"published":{"date-parts":[[2021,4,14]]},"assertion":[{"value":"2021-04-14","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}