{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,2]],"date-time":"2026-01-02T03:19:56Z","timestamp":1767323996660,"version":"3.48.0"},"publisher-location":"Cham","reference-count":12,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783032133113","type":"print"},{"value":"9783032133120","type":"electronic"}],"license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026]]},"DOI":"10.1007\/978-3-032-13312-0_23","type":"book-chapter","created":{"date-parts":[[2026,1,2]],"date-time":"2026-01-02T03:17:05Z","timestamp":1767323825000},"page":"373-381","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Grounded in\u00a0Reality of\u00a0Human-Computer Interaction: Robust Smartphone-Based Gesture Recognition"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0009-0002-0576-0976","authenticated-orcid":false,"given":"Fatemeh","family":"Naderi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4065-7125","authenticated-orcid":false,"given":"Judith S.","family":"Heinisch","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8945-5180","authenticated-orcid":false,"given":"Lars","family":"Mathuseck","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6600-9329","authenticated-orcid":false,"given":"Klaus","family":"David","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2026,1,2]]},"reference":[{"key":"23_CR1","unstructured":"Android Developers: Motion sensors (2025). https:\/\/developer.android.com\/develop\/sensors-and-location\/sensors\/sensors_motion. Accessed July 2025"},{"key":"23_CR2","doi-asserted-by":"publisher","unstructured":"Bieshaar, M., Depping, M., Schneegans, J., Sick, B.: Starting movement detection of cyclists using smart devices. In: 2018 IEEE 5th International Conference on Data Science and Advanced Analytics (DSAA), pp. 313\u2013322. IEEE (2018). https:\/\/doi.org\/10.1109\/DSAA.2018.00042","DOI":"10.1109\/DSAA.2018.00042"},{"key":"23_CR3","unstructured":"DeviceSpecifications.com: Motorola moto g 5g plus specifications (2025). https:\/\/www.devicespecifications.com\/en\/model\/663553f6. Accessed July 2025"},{"key":"23_CR4","doi-asserted-by":"publisher","unstructured":"Ehrmann, L., Stolle, M., Klieme, E., Tietz, C., Meinel, C.: Detecting interaction activities while walking using smartphone sensors. In: International Conference on Advanced Information Networking and Applications, pp. 382\u2013393. Springer (2021). https:\/\/doi.org\/10.1007\/978-3-030-75075-6_31","DOI":"10.1007\/978-3-030-75075-6_31"},{"issue":"3","key":"23_CR5","doi-asserted-by":"publisher","first-page":"952","DOI":"10.1109\/JBHI.2021.3100099","volume":"26","author":"P Kang","year":"2022","unstructured":"Kang, P., Li, J., Fan, B., Jiang, S., Shull, P.B.: Wrist-worn hand gesture recognition while walking via transfer learning. IEEE J. Biomed. Health Inform. 26(3), 952\u2013961 (2022). https:\/\/doi.org\/10.1109\/JBHI.2021.3100099","journal-title":"IEEE J. Biomed. Health Inform."},{"key":"23_CR6","doi-asserted-by":"publisher","unstructured":"Katsuma, R., Amiya, T.: High-F1-score recognition of input gestures while holding smartphone by reducing false detection due to walking noise. Sens. Mater. 34 (2022). https:\/\/doi.org\/10.18494\/SAM3938","DOI":"10.18494\/SAM3938"},{"key":"23_CR7","doi-asserted-by":"publisher","unstructured":"Kong, A., Ahuja, K., Goel, M., Harrison, C.: Eyemu interactions: gaze + IMU gestures on mobile devices. In: Proceedings of the 2021 International Conference on Multimodal Interaction, ICMI 2021, pp. 577\u2013585. Association for Computing Machinery, New York (2021). https:\/\/doi.org\/10.1145\/3462244.3479938","DOI":"10.1145\/3462244.3479938"},{"key":"23_CR8","doi-asserted-by":"publisher","unstructured":"Kunwar, U., et al.: Robust and deployable gesture recognition for smartwatches. In: 27th International Conference on Intelligent User Interfaces, pp. 277\u2013291. ACM (2022). https:\/\/doi.org\/10.1145\/3490099.3511125","DOI":"10.1145\/3490099.3511125"},{"issue":"15","key":"23_CR9","doi-asserted-by":"publisher","first-page":"17107","DOI":"10.1109\/JSEN.2021.3081714","volume":"21","author":"Y Ling","year":"2021","unstructured":"Ling, Y., Chen, X., Ruan, Y., Zhang, X., Chen, X.: Comparative study of gesture recognition based on accelerometer and photoplethysmography sensor for gesture interactions in wearable devices. IEEE Sens. J. 21(15), 17107\u201317117 (2021). https:\/\/doi.org\/10.1109\/JSEN.2021.3081714","journal-title":"IEEE Sens. J."},{"key":"23_CR10","unstructured":"Mathuseck, L., Fischer, D., Thelemann, D., David, K.: Time series annotation tool (2024). https:\/\/github.com\/larsmathuseck\/timeseries-annotation. Accessed Aug 2025"},{"key":"23_CR11","doi-asserted-by":"publisher","unstructured":"Mathuseck, L., Lange, S., David, K.: Interact360: a new paradigm for interacting with a future smart city. In: Datenbanksysteme f\u00fcr Business, Technologie und Web - Workshopband (BTW 2025). Lecture Notes in Informatics (LNI), vol. P-363, pp. 33\u201342. Gesellschaft f\u00fcr Informatik, Bonn (2025). https:\/\/doi.org\/10.18420\/BTW2025-102","DOI":"10.18420\/BTW2025-102"},{"key":"23_CR12","doi-asserted-by":"publisher","unstructured":"Zhao, H., Ma, Y., Wang, S., Watson, A., Zhou, G.: Mobigesture: mobility-aware hand gesture recognition for healthcare. Smart Health 9, 129\u2013143 (2018). https:\/\/doi.org\/10.1016\/j.smhl.2018.07.010","DOI":"10.1016\/j.smhl.2018.07.010"}],"container-title":["Lecture Notes in Computer Science","Sensor-Based Activity Recognition and Artificial Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-032-13312-0_23","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,2]],"date-time":"2026-01-02T03:17:06Z","timestamp":1767323826000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-032-13312-0_23"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"ISBN":["9783032133113","9783032133120"],"references-count":12,"URL":"https:\/\/doi.org\/10.1007\/978-3-032-13312-0_23","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]},"assertion":[{"value":"2 January 2026","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"The authors have no competing interests to declare that are relevant to the content of this article.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Disclosure of Interests"}},{"value":"iWOAR","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Workshop on Sensor-Based Activity Recognition and Artificial Intelligence","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Enschede","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"The Netherlands","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"18 September 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19 September 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"10","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iwoar2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.iwoar.org","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}