{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,31]],"date-time":"2026-03-31T09:39:16Z","timestamp":1774949956769,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":28,"publisher":"ACM","license":[{"start":{"date-parts":[[2023,10,8]],"date-time":"2023-10-08T00:00:00Z","timestamp":1696723200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"Japan Society for the Promotion of Science KAKENHI","award":["JP20H00622"],"award-info":[{"award-number":["JP20H00622"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2023,10,8]]},"DOI":"10.1145\/3594739.3610739","type":"proceedings-article","created":{"date-parts":[[2023,10,7]],"date-time":"2023-10-07T22:49:38Z","timestamp":1696718978000},"page":"463-468","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":6,"title":["Personalized Federated Human Activity Recognition through Semi-supervised Learning and Enhanced Representation"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0001-2957-488X","authenticated-orcid":false,"given":"Lulu","family":"Gao","sequence":"first","affiliation":[{"name":"Graduate School of Information Science and Electrical Engineering, Kyushu University, Japan"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5831-2152","authenticated-orcid":false,"given":"Shin'ichi","family":"Konomi","sequence":"additional","affiliation":[{"name":"Faculty of Arts and Science, Kyushu University, Japan"}]}],"member":"320","published-online":{"date-parts":[[2023,10,8]]},"reference":[{"key":"e_1_3_2_1_1_1","first-page":"17","article-title":"Human Activity Recognition","volume":"22","author":"Arshad Muhammad\u00a0Haseeb","year":"2022","unstructured":"Muhammad\u00a0Haseeb Arshad, Muhammad Bilal, and Abdullah Gani. 2022. Human Activity Recognition: Review, Taxonomy and Open Challenges. Sensors 22, 17 (January 2022). https:\/\/doi.org\/10\/gr8jwx","journal-title":"Review, Taxonomy and Open Challenges. Sensors"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/MIS.2020.2988604"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1007\/s42486-020-00026-2"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","unstructured":"Enmao Diao Jie Ding and Vahid Tarokh. 2022. SemiFL: Semi-supervised Federated Learning for Unlabeled Clients with Alternate Training. Advances in Neural Information Processing Systems 35 (October 2022) 17871\u201317884. https:\/\/doi.org\/10.48550\/arXiv.2106.01432.","DOI":"10.48550\/arXiv.2106.01432"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/3381006","article-title":"PMF: A Privacy-Preserving Human Mobility Prediction Framework via Federated Learning","volume":"4","author":"Feng Jie","year":"2020","unstructured":"Jie Feng, Can Rong, Funing Sun, Diansheng Guo, and Yong Li. 2020. PMF: A Privacy-Preserving Human Mobility Prediction Framework via Federated Learning. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 4, 1 (March 2020), 1\u201321. https:\/\/doi.org\/10\/gr8jwt","journal-title":"Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/3442381.3450006"},{"key":"e_1_3_2_1_7_1","volume-title":"A Review of Applications in Federated Learning. Computers & Industrial Engineering 149 (November","author":"Li Li","year":"2020","unstructured":"Li Li, Yuxi Fan, Mike Tse, and Kuo-Yi Lin. 2020. A Review of Applications in Federated Learning. Computers & Industrial Engineering 149 (November 2020), 106854. https:\/\/doi.org\/10\/ghk425"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.2108.09412"},{"key":"e_1_3_2_1_9_1","volume-title":"FedSemi: An Adaptive Federated Semi-Supervised Learning Framework. arXiv preprint arXiv:2012.03292 24 (December","author":"Long Zewei","year":"2020","unstructured":"Zewei Long, Liwei Che, Yaqing Wang, Muchao Ye, Junyu Luo, Jinze Wu, Houping Xiao, and Fenglong Ma. 2020. FedSemi: An Adaptive Federated Semi-Supervised Learning Framework. arXiv preprint arXiv:2012.03292 24 (December 2020)."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.3390\/informatics5020026"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.3390\/s21062141"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.2106.06042"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00779-022-01688-8"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","unstructured":"Mamshad\u00a0Nayeem Rizve Kevin Duarte Yogesh\u00a0S Rawat and Mubarak Shah. 2021. In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-Label Selection Framework for Semi-Supervised Learning. arXiv preprint arXiv:2101.06329 (April 2021). https:\/\/doi.org\/10.48550\/arXiv.2101.06329.","DOI":"10.48550\/arXiv.2101.06329"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.3390\/s19235151"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/BDCloud.2018.00164"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2022.3160699"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/3448112"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3140373"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/3378679.3394530"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11036-019-01445-x"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2817253"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2020.3045266"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1109\/OJCS.2020.2993259"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2982225"},{"key":"e_1_3_2_1_26_1","volume-title":"FedHAR: Semi-supervised Online Learning for Personalized Federated Human Activity Recognition","author":"Yu Hongzheng","year":"2021","unstructured":"Hongzheng Yu, Zekai Chen, Xiao Zhang, Xu Chen, Fuzhen Zhuang, Hui Xiong, and Xiuzhen Cheng. 2021. FedHAR: Semi-supervised Online Learning for Personalized Federated Human Activity Recognition. IEEE Transactions on Mobile Computing (2021), 1\u20131. https:\/\/doi.org\/10\/gqj86g"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/3378679.3394529"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.2011.00851"}],"event":{"name":"UbiComp\/ISWC '23: The 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing","location":"Cancun, Quintana Roo Mexico","acronym":"UbiComp\/ISWC '23","sponsor":["SIGMOBILE ACM Special Interest Group on Mobility of Systems, Users, Data and Computing","SIGCHI ACM Special Interest Group on Computer-Human Interaction","SIGSPATIAL ACM Special Interest Group on Spatial Information"]},"container-title":["Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3594739.3610739","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3594739.3610739","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T16:37:03Z","timestamp":1750178223000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3594739.3610739"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,10,8]]},"references-count":28,"alternative-id":["10.1145\/3594739.3610739","10.1145\/3594739"],"URL":"https:\/\/doi.org\/10.1145\/3594739.3610739","relation":{},"subject":[],"published":{"date-parts":[[2023,10,8]]},"assertion":[{"value":"2023-10-08","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}