{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,11]],"date-time":"2025-09-11T19:18:43Z","timestamp":1757618323203,"version":"3.44.0"},"reference-count":22,"publisher":"Springer Science and Business Media LLC","issue":"6-7","license":[{"start":{"date-parts":[[2025,6,12]],"date-time":"2025-06-12T00:00:00Z","timestamp":1749686400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,6,12]],"date-time":"2025-06-12T00:00:00Z","timestamp":1749686400000},"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":["J Ambient Intell Human Comput"],"published-print":{"date-parts":[[2025,7]]},"DOI":"10.1007\/s12652-025-04979-z","type":"journal-article","created":{"date-parts":[[2025,6,12]],"date-time":"2025-06-12T08:20:13Z","timestamp":1749716413000},"page":"817-830","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Automatic moderation of visual content: integration of emotions and semantic analysis through deep learning for the safety of young users"],"prefix":"10.1007","volume":"16","author":[{"ORCID":"https:\/\/orcid.org\/0009-0004-0266-5556","authenticated-orcid":false,"given":"Yassine","family":"Ayadi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,6,12]]},"reference":[{"issue":"1","key":"4979_CR1","first-page":"45","volume":"1","author":"SH Ahmed","year":"2023","unstructured":"Ahmed SH, Khan MJ, Sukthankar G (2023) Enhanced multimodal content moderation of children\u2019s videos using audiovisual fusion. IEEE Trans Child-Comput Interact 1(1):45\u201358","journal-title":"IEEE Trans Child-Comput Interact"},{"doi-asserted-by":"crossref","unstructured":"Alam M, Deepak B, Pandey B, Ahmad S, Shahid M, Ahmad F (2024) Machine learning in cybersecurity: opportunities and challenges.\u00a0In: 2024 IEEE 16th international conference on computational intelligence and communication networks (CICN)\u00a0(pp 663\u2013670)","key":"4979_CR2","DOI":"10.1109\/CICN63059.2024.10847405"},{"doi-asserted-by":"crossref","unstructured":"Ayadi Y, Amous I, Gargouri F (2011) Advanced images research based on an ontological extension.\u00a0Proceedings of the 9th international conference on advances in mobile computing and multimedia (MoMM)\u00a0(pp 252\u2013255)","key":"4979_CR3","DOI":"10.1145\/2095697.2095749"},{"doi-asserted-by":"crossref","unstructured":"Bouchakwa M, Ayadi Y, Amous I (2020) An ambiguous tag-based query reformulation technique for an effective semantic-based social image research.\u00a0Proceedings of the 24th international conference on knowledge-based and intelligent information & engineering systems (KES)\u00a0(pp 508\u2013520)","key":"4979_CR4","DOI":"10.1016\/j.procs.2020.08.053"},{"doi-asserted-by":"crossref","unstructured":"Demarty C-H, Ionescu B, Jiang Y-G, Quang VL, Schedl M, Penet C (2014) Benchmarking violent scenes detection in movies.\u00a0In: 2014 12th international workshop on content-based multimedia indexing (CBMI)\u00a0(pp 1\u20136)","key":"4979_CR5","DOI":"10.1109\/CBMI.2014.6849827"},{"issue":"2","key":"4979_CR6","doi-asserted-by":"publisher","first-page":"199","DOI":"10.1006\/knac.1993.1008","volume":"5","author":"TR Gruber","year":"1993","unstructured":"Gruber TR (1993) A translation approach to portable ontology specifications. Knowl Acquis 5(2):199\u2013220","journal-title":"Knowl Acquis"},{"key":"4979_CR7","volume":"195","author":"EA Kamaru Zaman","year":"2022","unstructured":"Kamaru Zaman EA, Ahmad A, Mohamed A (2022) Adaptive threshold optimisation for online feature selection using dynamic PSO. Expert Syst Appl 195:116567","journal-title":"Expert Syst Appl"},{"doi-asserted-by":"crossref","unstructured":"Leonidou P, Christodoulou P, Iosif E, Andreou A, Markatos EP (2023) Privacy-preserving online content moderation: a federated learning use case.\u00a0In: Proceedings of the ACM web conference 2023 companion\u00a0(pp. 280\u2013289). Association for Computing Machinery","key":"4979_CR8","DOI":"10.1145\/3543873.3587604"},{"doi-asserted-by":"crossref","unstructured":"Li Z, Zhang Y (2023) Cultural concept adaptation on multimodal reasoning.\u00a0In: Proceedings of the 2023 conference on empirical methods in natural language processing\u00a0(pp 262\u2013276). Association for Computational Linguistics","key":"4979_CR9","DOI":"10.18653\/v1\/2023.emnlp-main.18"},{"doi-asserted-by":"crossref","unstructured":"Lone AN, Alam M, Mustajab S, Mustaqeem M, Shahid M, Ahmad F (2024) Performance evaluation on detection of phishing websites using machine learning techniques.\u00a0Proceedings of the 2024 international conference on electrical electronics and computing technologies (ICEECT), Greater Noida, India, (pp1\u20136)","key":"4979_CR10","DOI":"10.1109\/ICEECT61758.2024.10739275"},{"issue":"11","key":"4979_CR11","doi-asserted-by":"publisher","first-page":"5436","DOI":"10.3390\/app12115436","volume":"12","author":"H Ma","year":"2022","unstructured":"Ma H, Zhang C, Zhou X, Chen J, Zhou Q (2022) Domain adversarial network for cross-domain emotion recognition in conversation. Appl Sci 12(11):5436","journal-title":"Appl Sci"},{"doi-asserted-by":"crossref","unstructured":"Mao H, Yuan Z, Xu H, Yu W, Liu Y, Gao K (2022) M-SENA: an integrated platform for multimodal sentiment analysis.\u00a0In: Proceedings of the 60th annual meeting of the association for computational linguistics: system demonstrations\u00a0(pp 204\u2013213). Association for Computational Linguistics","key":"4979_CR12","DOI":"10.18653\/v1\/2022.acl-demo.20"},{"doi-asserted-by":"crossref","unstructured":"Mizoguchi R (2004) Le r\u00f4le de l'ing\u00e9nierie ontologique dans le domaine des EIAH [The role of ontological engineering in the field of EIAH].\u00a0Sciences et Technologies de l'Information et de la Communication pour l'Education et la Formation, 11, (pp 231\u2013246)","key":"4979_CR13","DOI":"10.3406\/stice.2004.895"},{"unstructured":"Roche C (2023) Terminology and ontology harmonization: The ISO point of view. Illustration with the ISO 860 standard.\u00a0ISO Standards Review","key":"4979_CR14"},{"key":"4979_CR15","doi-asserted-by":"publisher","first-page":"73","DOI":"10.1007\/s10586-024-04684-0","volume":"28","author":"M Sakib","year":"2025","unstructured":"Sakib M, Mustajab S, Alam M (2025) Ensemble deep learning techniques for time series analysis: a comprehensive review, applications, open issues, challenges, and future directions. Clust Comput 28:73","journal-title":"Clust Comput"},{"doi-asserted-by":"crossref","unstructured":"Scheffler S, Mayer J (2024) Group moderation under end-to-end encryption.\u00a0In: Proceedings of the 2024 symposium on computer science and law (CSLAW'24)\u00a0(pp 36\u201347). Association for Computing Machinery","key":"4979_CR16","DOI":"10.1145\/3614407.3643704"},{"unstructured":"Sudhakaran S, Lanz O (2019) Learning to detect violent videos using convolutional long short-term memory.\u00a0In: 2019 IEEE international conference on image processing (ICIP)\u00a0(pp. 231\u2013235)","key":"4979_CR17"},{"doi-asserted-by":"crossref","unstructured":"Tabone A, Bonnici A, Cristina S, Farrugia RA, Camilleri KP (2020) Private body part detection using deep learning.\u00a0In: Proceedings of the 9th international conference on pattern recognition applications and methods (ICPRAM 2020)\u00a0(pp 581\u2013588). SCITEPRESS - Science and Technology Publications","key":"4979_CR18","DOI":"10.5220\/0009101502050211"},{"doi-asserted-by":"crossref","unstructured":"Vidgen B, Staton S, Hale S, Kammar O, Margetts H, Melham T, Szymczak M (2020) Recalibrating classifiers for interpretable abusive content detection.\u00a0Proceedings of the fourth workshop on natural language processing and computational social science, (pp 132\u2013138)","key":"4979_CR19","DOI":"10.18653\/v1\/2020.nlpcss-1.14"},{"issue":"9","key":"4979_CR20","doi-asserted-by":"publisher","DOI":"10.2196\/13467","volume":"6","author":"C Windler","year":"2019","unstructured":"Windler C, Clair M, Long C, Boyle L, Radovic A (2019) Role of moderators on engagement of adolescents with depression or anxiety in a social media intervention: content analysis of web-based interactions. JMIR Mental Health 6(9):e13467","journal-title":"JMIR Mental Health"},{"key":"4979_CR21","doi-asserted-by":"publisher","first-page":"16231","DOI":"10.1109\/ACCESS.2022.3147519","volume":"10","author":"K Yousaf","year":"2022","unstructured":"Yousaf K, Nawaz T (2022) A deep learning-based approach for inappropriate content detection and classification of YouTube videos. IEEE Access 10:16231\u201316242","journal-title":"IEEE Access"},{"doi-asserted-by":"crossref","unstructured":"Yu W, Ding S, Yue Z, Yang S (2020) Emotion recognition from facial expressions and contactless heart rate using knowledge graph.\u00a0In: 2020 IEEE international conference on knowledge graph (ICKG)\u00a0(pp 64\u201369)","key":"4979_CR22","DOI":"10.1109\/ICBK50248.2020.00019"}],"container-title":["Journal of Ambient Intelligence and Humanized Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s12652-025-04979-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s12652-025-04979-z\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s12652-025-04979-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,6]],"date-time":"2025-09-06T19:23:10Z","timestamp":1757186590000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s12652-025-04979-z"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6,12]]},"references-count":22,"journal-issue":{"issue":"6-7","published-print":{"date-parts":[[2025,7]]}},"alternative-id":["4979"],"URL":"https:\/\/doi.org\/10.1007\/s12652-025-04979-z","relation":{},"ISSN":["1868-5137","1868-5145"],"issn-type":[{"type":"print","value":"1868-5137"},{"type":"electronic","value":"1868-5145"}],"subject":[],"published":{"date-parts":[[2025,6,12]]},"assertion":[{"value":"8 November 2024","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"15 May 2025","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"12 June 2025","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}