{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,3]],"date-time":"2025-07-03T05:40:02Z","timestamp":1751521202166,"version":"3.41.0"},"reference-count":26,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,5,12]],"date-time":"2025-05-12T00:00:00Z","timestamp":1747008000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,5,12]],"date-time":"2025-05-12T00:00:00Z","timestamp":1747008000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,5,12]]},"DOI":"10.1109\/iwcmc65282.2025.11059665","type":"proceedings-article","created":{"date-parts":[[2025,7,2]],"date-time":"2025-07-02T17:42:13Z","timestamp":1751478133000},"page":"441-446","source":"Crossref","is-referenced-by-count":0,"title":["Context-Driven Need Detection in Home Care: A Hybrid Approach Leveraging BERT, OWL, and MEBN for Enhanced Personalized Support"],"prefix":"10.1109","author":[{"given":"Abdelweheb","family":"Gueddes","sequence":"first","affiliation":[{"name":"Sousse University,IsitCom, LATIS Laboratory of Advanced Technology and Intelligent Systems,Sousse,Tunisia,4023"}]},{"given":"Wyssem","family":"Fathallah","sequence":"additional","affiliation":[{"name":"University of Tunis El Manar,LR-Sys’Com-ENIT Communications Systems LR-99-ES21 Ecole Nationale d’Ingénieurs de Tunis,Tunis,Tunisia"}]},{"given":"Mohamed Ali","family":"Mahjoub","sequence":"additional","affiliation":[{"name":"Sousse University,National School of Engineers of Sousse LATIS Laboratory of Advanced Technology and Intelligent Systems,Sousse,Tunisia,4023"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/3361570.3361597"},{"key":"ref2","first-page":"121840","article-title":"Remote intervention assistance system for a person in difficulty based on probabilistic ontologies","volume-title":"Expert Systems with Applications","volume":"238","author":"Gueddes","year":"2024"},{"key":"ref3","first-page":"102","article-title":"Context-aware probabilistic reasoning for home intervention","volume-title":"2023 9th International Conference on Control, Decision and Information Technologies (CoDIT)","author":"Gueddes"},{"issue":"12","key":"ref4","first-page":"3351","article-title":"Ambient assisted living: Achievements, challenges, and future perspectives","volume":"24","author":"Augusto","year":"2020","journal-title":"IEEE Journal of Biomedical and Health Informatics"},{"key":"ref5","first-page":"39 628","article-title":"A multimodal framework for human activity recognition in smart home environment using complementary fusion","volume":"10","author":"Uddin","year":"2022","journal-title":"IEEE Access"},{"key":"ref6","first-page":"150 083","article-title":"Text mining techniques for frailty phenotype detection in the elderly population: A systematic review","volume":"9","author":"P\u00e9rez-P\u00e9rez","year":"2021","journal-title":"IEEE Access"},{"issue":"5","key":"ref7","first-page":"831","article-title":"Ontologies for healthcare: a review of current applications","volume":"44","author":"G\u00f3mez-P\u00e9rez","year":"2011","journal-title":"Journal of biomedical informatics"},{"key":"ref8","first-page":"480","article-title":"Prot\u00e9g\u00e9-2000: An open-source ontology development and knowledge-acquisition tool","volume-title":"Proceedings of the AMIA 2000 Annual Symposium","author":"Noy"},{"key":"ref9","first-page":"595","article-title":"The owl ontology language","volume-title":"Proceedings of the 13th international conference on World Wide Web","author":"Horrocks"},{"article-title":"The description logic handbook: Theory, implementation and applications","year":"2017","author":"Baader","key":"ref10"},{"issue":"18","key":"ref11","first-page":"3956","article-title":"An ontology-based approach for personalized service recommendation in ambient assisted living","volume":"19","author":"Zhu","year":"2019","journal-title":"Sensors"},{"key":"ref12","first-page":"4171","article-title":"Bert: Pre-training of deep bidirectional transformers for language understanding","volume-title":"Proceedings of the 2018 conference of the North American chapter of the association for computational linguistics: human language technologies","volume":"1","author":"Devlin"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btz682"},{"key":"ref14","first-page":"72","article-title":"Publicly available clinical bert embeddings","volume-title":"Proceedings of the 2nd Clinical Natural Language Processing Workshop","author":"Alsentzer"},{"article-title":"Probabilistic reasoning in intelligent systems: networks of plausible inference","year":"1988","author":"Pearl","key":"ref15"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/69.868902"},{"issue":"1-2","key":"ref17","first-page":"23","article-title":"Multi-entity bayesian networks","volume":"1","author":"Costa","year":"2008","journal-title":"Semantic web"},{"key":"ref18","first-page":"102106","article-title":"A review of bayesian networks in healthcare: Applications, methodologies, and challenges","volume":"117","author":"Constantinou","year":"2021","journal-title":"Artificial Intelligence in Medicine"},{"key":"ref19","first-page":"1","article-title":"Owlmebn: a jena api to combine owl and the multi-entity bayesian network","volume-title":"IEEE 8th International Conference on Control, Decision and Information Technologies (CoDIT)","author":"Gueddes"},{"key":"ref20","first-page":"2116","article-title":"A process for human-aided multi-entity bayesian networks learning in predictive situation awareness","volume-title":"2016 19th International Conference on Information Fusion (FUSION)","author":"Park"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA51294.2020.00205"},{"issue":"12","key":"ref22","first-page":"2842","article-title":"Multi-modal machine learning: A survey and taxonomy","volume":"41","author":"Baltru\u0161aitis","year":"2018","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"issue":"3","key":"ref23","first-page":"1","article-title":"Sensor fusion in healthcare: A survey","volume":"3","author":"Qayyum","year":"2022","journal-title":"ACM Transactions on Computing for Healthcare"},{"key":"ref24","first-page":"511","article-title":"Adaptive multimodal fusion with reinforcement learning","volume-title":"Proceedings of the 2019 International Conference on Multimodal Interaction","author":"Almubarak"},{"key":"ref25","first-page":"268","article-title":"Dynamic multi-modal fusion with knowledge-based attention","volume-title":"Proceedings of the 2022 International Conference on Multimedia Retrieval","author":"Gao"},{"key":"ref26","first-page":"120957","article-title":"A hybrid reasoning approach for service recommendation by combining semantic similarity and machine learning","volume":"233","author":"Wang","year":"2023","journal-title":"Expert Systems with Applications"}],"event":{"name":"2025 International Wireless Communications and Mobile Computing (IWCMC)","start":{"date-parts":[[2025,5,12]]},"location":"Abu Dhabi, United Arab Emirates","end":{"date-parts":[[2025,5,16]]}},"container-title":["2025 International Wireless Communications and Mobile Computing (IWCMC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11059430\/11059431\/11059665.pdf?arnumber=11059665","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,3]],"date-time":"2025-07-03T05:18:32Z","timestamp":1751519912000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11059665\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,5,12]]},"references-count":26,"URL":"https:\/\/doi.org\/10.1109\/iwcmc65282.2025.11059665","relation":{},"subject":[],"published":{"date-parts":[[2025,5,12]]}}}