{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,15]],"date-time":"2026-06-15T10:55:36Z","timestamp":1781520936601,"version":"3.54.1"},"publisher-location":"New York, NY, USA","reference-count":23,"publisher":"ACM","license":[{"start":{"date-parts":[[2026,6,16]],"date-time":"2026-06-16T00:00:00Z","timestamp":1781568000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2026,6,17]]},"DOI":"10.1145\/3816713.3819508","type":"proceedings-article","created":{"date-parts":[[2026,6,15]],"date-time":"2026-06-15T10:34:51Z","timestamp":1781519691000},"page":"1-8","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Hybrid GCN-LSTM for Privacy-Preserving Fall Detection in Human Pose-Based Elderly Monitoring Systems"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9696-2807","authenticated-orcid":false,"given":"M. Ali","family":"Fauzi","sequence":"first","affiliation":[{"name":"Brawijaya University, Kota Malang, Jawa Timur, Indonesia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6189-1976","authenticated-orcid":false,"given":"Bian","family":"Yang","sequence":"additional","affiliation":[{"name":"NTNU i Gj\u00f8vik, Gj\u00f8vik, Norway"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6131-7739","authenticated-orcid":false,"given":"Yati Sri","family":"Hayati","sequence":"additional","affiliation":[{"name":"Universitas Brawijaya, Kota Malang, Jawa Timur, Indonesia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2158-145X","authenticated-orcid":false,"given":"Budi Darma","family":"Setiawan","sequence":"additional","affiliation":[{"name":"Universitas Brawijaya, Kota Malang, Jawa Timur, Indonesia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1781-4804","authenticated-orcid":false,"given":"Irawati Nurmala","family":"Sari","sequence":"additional","affiliation":[{"name":"Universitas Brawijaya, Kota Malang, Jawa Timur, Indonesia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0003-0761-2325","authenticated-orcid":false,"given":"Jeanette","family":"Bayona","sequence":"additional","affiliation":[{"name":"Iloilo State University of Fisheries Science and Technology, Barotac Nuevo, Iloilo, Philippines"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8805-2574","authenticated-orcid":false,"given":"Norliza","family":"Katuk","sequence":"additional","affiliation":[{"name":"School of Computing, Universiti Utara Malaysia, Bukit Kayu Hitam, Kedah, Malaysia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1488-7696","authenticated-orcid":false,"given":"Deshinta Arrova","family":"Dewi","sequence":"additional","affiliation":[{"name":"INTI International University, Nilai, Negeri Sembilan, Malaysia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0276-5165","authenticated-orcid":false,"given":"Thattapon","family":"Surasak","sequence":"additional","affiliation":[{"name":"Faculty of Applied Science, King Mongkut\u2019s University of Technology North Bangkok, Wongsawang, Bangkok, Thailand"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2026,6,16]]},"reference":[{"key":"e_1_3_3_1_2_2","volume-title":"Statistik Penduduk Lanjut Usia 2024","author":"Indonesia Badan Pusat Statistik","year":"2024","unstructured":"Badan Pusat Statistik Indonesia. 2024. Statistik Penduduk Lanjut Usia 2024. Badan Pusat Statistik, Jakarta, Indonesia."},{"key":"e_1_3_3_1_3_2","unstructured":"Valentin Bazarevsky Ivan Grishchenko Karthik Raveendran Tyler Zhu Fan Zhang and Matthias Grundmann. 2020. Blazepose: On-device real-time body pose tracking. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2006.10204 (2020)."},{"key":"e_1_3_3_1_4_2","unstructured":"Centers for Disease Control and Prevention (CDC). 2024. Facts About Falls. https:\/\/www.cdc.gov\/falls\/data-research\/facts-stats\/index.html. Accessed: 2024-05-07."},{"key":"e_1_3_3_1_5_2","doi-asserted-by":"crossref","first-page":"990","DOI":"10.1109\/ICBAIE52039.2021.9390068","volume-title":"2021 IEEE 2nd international conference on big data, artificial intelligence and internet of things engineering (ICBAIE)","author":"Chen Yangsen","year":"2021","unstructured":"Yangsen Chen, Rongxi Du, Kaitao Luo, and Yuheng Xiao. 2021. Fall detection system based on real-time pose estimation and SVM. In 2021 IEEE 2nd international conference on big data, artificial intelligence and internet of things engineering (ICBAIE). IEEE, 990\u2013993."},{"key":"e_1_3_3_1_6_2","doi-asserted-by":"crossref","unstructured":"Yong Chen Weitong Li Lu Wang Jiajia Hu and Mingbin Ye. 2020. Vision-based fall event detection in complex background using attention guided bi-directional LSTM. IEEE Access 8 (2020) 161337\u2013161348.","DOI":"10.1109\/ACCESS.2020.3021795"},{"key":"e_1_3_3_1_7_2","doi-asserted-by":"crossref","unstructured":"Rei Egawa Abu Saleh\u00a0Musa Miah Koki Hirooka Yoichi Tomioka and Jungpil Shin. 2023. Dynamic fall detection using graph-based spatial temporal convolution and attention network. Electronics 12 15 (2023) 3234.","DOI":"10.3390\/electronics12153234"},{"key":"e_1_3_3_1_8_2","doi-asserted-by":"crossref","unstructured":"M\u00a0Ali Fauzi Agus\u00a0Zainal Arifin and Anny Yuniarti. 2017. Arabic book retrieval using class and book index based term weighting. International Journal of Electrical and Computer Engineering 7 6 (2017) 3705.","DOI":"10.11591\/ijece.v7i6.pp3705-3710"},{"key":"e_1_3_3_1_9_2","first-page":"245","volume-title":"pHealth 2021","author":"Fauzi Muhammad\u00a0Ali","year":"2021","unstructured":"Muhammad\u00a0Ali Fauzi and Bian Yang. 2021. Continuous stress detection of hospital staff using smartwatch sensors and classifier ensemble. In pHealth 2021. IOS Press, 245\u2013250."},{"key":"e_1_3_3_1_10_2","doi-asserted-by":"crossref","first-page":"160","DOI":"10.1109\/ICITES66466.2025.11274304","volume-title":"2025 5th International Conference on Intelligent Technology and Embedded Systems (ICITES)","author":"Fauzi M\u00a0Ali","year":"2025","unstructured":"M\u00a0Ali Fauzi, Bian Yang, Yati\u00a0Sri Hayati, Budi\u00a0Darma Setiawan, Irawati\u00a0Nurmala Sari, and Eko\u00a0Sakti Pramukantoro. 2025. Privacy-Aware Fall Detection with LSTM and Differential Privacy. In 2025 5th International Conference on Intelligent Technology and Embedded Systems (ICITES). IEEE, 160\u2013167."},{"key":"e_1_3_3_1_11_2","doi-asserted-by":"crossref","unstructured":"Jes\u00fas Guti\u00e9rrez V\u00edctor Rodr\u00edguez and Sergio Martin. 2021. Comprehensive review of vision-based fall detection systems. Sensors 21 3 (2021) 947.","DOI":"10.3390\/s21030947"},{"key":"e_1_3_3_1_12_2","first-page":"1","volume-title":"Fourth International Congress on Information and Communication Technology: ICICT 2019, London, Volume 1","author":"Krey Mike","year":"2020","unstructured":"Mike Krey. 2020. Wearable device technology in healthcare\u2014exploring constraining and enabling factors. In Fourth International Congress on Information and Communication Technology: ICICT 2019, London, Volume 1. Springer, 1\u201313."},{"key":"e_1_3_3_1_13_2","doi-asserted-by":"crossref","unstructured":"Yejin Kwon and Dongho Kim. 2022. Real-time workout posture correction using OpenCV and MediaPipe. Journal of Korean Institute of Information Technology 20 1 (2022) 199\u2013208.","DOI":"10.14801\/jkiit.2022.20.1.199"},{"key":"e_1_3_3_1_14_2","doi-asserted-by":"crossref","unstructured":"Chuan-Bi Lin Ziqian Dong Wei-Kai Kuan and Yung-Fa Huang. 2020. A framework for fall detection based on OpenPose skeleton and LSTM\/GRU models. Applied Sciences 11 1 (2020) 329.","DOI":"10.3390\/app11010329"},{"key":"e_1_3_3_1_15_2","doi-asserted-by":"crossref","unstructured":"R. Martins N. Carvalho S. Batista and A. Dinis. 2022. Falls in Elderly: Study of the Prevalence and Associated Factors. European Journal of Development Studies 2 3 (May 2022) 12\u201317.","DOI":"10.24018\/ejdevelop.2022.2.3.92"},{"key":"e_1_3_3_1_16_2","doi-asserted-by":"publisher","unstructured":"S. Nugraha S. Prasetyo I.\u00a0H. Susilowati and T.\u00a0B.\u00a0W. Rahardjo. 2021. Urban-Rural Dimension of Falls and Associated Risk Factors among Community-Dwelling Older Adults in West Java Indonesia. Journal of Aging Research 2021 (August 2021) 1\u20138. 10.1155\/2021\/5587970","DOI":"10.1155\/2021\/5587970"},{"key":"e_1_3_3_1_17_2","doi-asserted-by":"crossref","unstructured":"Zhibo Pang Lirong Zheng Junzhe Tian Sharon Kao-Walter Elena Dubrova and Qiang Chen. 2015. Design of a terminal solution for integration of in-home health care devices and services towards the Internet-of-Things. Enterprise Information Systems 9 1 (2015) 86\u2013116.","DOI":"10.1080\/17517575.2013.776118"},{"key":"e_1_3_3_1_18_2","doi-asserted-by":"crossref","unstructured":"Anita Ramachandran and Anupama Karuppiah. 2020. A survey on recent advances in wearable fall detection systems. BioMed research international 2020 1 (2020) 2167160.","DOI":"10.1155\/2020\/2167160"},{"key":"e_1_3_3_1_19_2","doi-asserted-by":"crossref","unstructured":"Ali Raza Muhammad\u00a0Haroon Yousaf Waqar Ahmad Sergio\u00a0A Velastin and Serestina Viriri. 2025. Human fall detection using pose estimation: From traditional machine learning to vision transformers. Engineering Applications of Artificial Intelligence 143 (2025) 109809.","DOI":"10.1016\/j.engappai.2024.109809"},{"key":"e_1_3_3_1_20_2","doi-asserted-by":"publisher","DOI":"10.1109\/BigData47090.2019.9005997"},{"key":"e_1_3_3_1_21_2","doi-asserted-by":"publisher","DOI":"10.1145\/3626641.3627605"},{"key":"e_1_3_3_1_22_2","doi-asserted-by":"crossref","unstructured":"Edward\u00a0R Sykes. 2025. Next-generation fall detection: harnessing human pose estimation and transformer technology. Health Systems 14 2 (2025) 85\u2013103.","DOI":"10.1080\/20476965.2024.2395574"},{"key":"e_1_3_3_1_23_2","unstructured":"Le\u00a0Dinh Tuyen. 2024. FallDatasetDVI_IMVIA: Fall Detection Dataset for Image and Video Analysis. https:\/\/www.kaggle.com\/datasets\/tuyenldvn\/falldataset-imvia\/data. Accessed: 2025-06-19."},{"key":"e_1_3_3_1_24_2","doi-asserted-by":"publisher","unstructured":"C.\u00a0Y. Wang and F.\u00a0S. Lin. 2024. AI-Driven Privacy in Elderly Care: Developing a Comprehensive Solution for Camera-Based Monitoring of Older Adults. Applied Sciences 14 10 (2024) 4150. 10.3390\/app14104150","DOI":"10.3390\/app14104150"}],"event":{"name":"IAIT 2026: 14th International Conference on Advances in Information Technology","location":"Bangkok Thailand","acronym":"IAIT '26"},"container-title":["Proceedings of the 14th International Conference on Advances in Information Technology"],"original-title":[],"deposited":{"date-parts":[[2026,6,15]],"date-time":"2026-06-15T10:37:19Z","timestamp":1781519839000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3816713.3819508"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,6,16]]},"references-count":23,"alternative-id":["10.1145\/3816713.3819508","10.1145\/3816713"],"URL":"https:\/\/doi.org\/10.1145\/3816713.3819508","relation":{},"subject":[],"published":{"date-parts":[[2026,6,16]]},"assertion":[{"value":"2026-06-16","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}