{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,5]],"date-time":"2026-07-05T11:16:53Z","timestamp":1783250213618,"version":"3.54.6"},"reference-count":130,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:00:00Z","timestamp":1759276800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Comput. Soc. Syst."],"published-print":{"date-parts":[[2025,10]]},"DOI":"10.1109\/tcss.2024.3523240","type":"journal-article","created":{"date-parts":[[2025,1,16]],"date-time":"2025-01-16T13:44:35Z","timestamp":1737035075000},"page":"3728-3746","source":"Crossref","is-referenced-by-count":10,"title":["Graph-Based Methods for Multimodal Indoor Activity Recognition: A Comprehensive Survey"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0009-0006-6908-0389","authenticated-orcid":false,"given":"Saeedeh","family":"Javadi","sequence":"first","affiliation":[{"name":"Department of Computer and Control Engineering, Polytechnic University of Turin, Turin, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0695-2040","authenticated-orcid":false,"given":"Daniele","family":"Riboni","sequence":"additional","affiliation":[{"name":"Department of Mathematics and Computer Science, University of Cagliari, Cagliari, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0875-6913","authenticated-orcid":false,"given":"Luigi","family":"Borz\u00ec","sequence":"additional","affiliation":[{"name":"Department of Computer and Control Engineering, Polytechnic University of Turin, Turin, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0649-1691","authenticated-orcid":false,"given":"Samaneh","family":"Zolfaghari","sequence":"additional","affiliation":[{"name":"School of Innovation, Design and Engineering, M\u00e4lardalen University, Västerås, Sweden"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1162\/neco_a_01273"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-023-10555-8"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i05.6431"},{"key":"ref4","first-page":"101","article-title":"Challenges in multimodal data\n                        fusion","volume-title":"Proc. 22nd Eur. Signal Process.\n                        Conf. (EUSIPCO).","author":"Lahat","year":"2014"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2015.2460697"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2021.11.006"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-020-09004-3"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/s00779-014-0823-y"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2022.3161797"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2017.11.007"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1097\/NNR.0b013e318225f3e1"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.3390\/s140305354"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2019.103401"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1017\/S135561771200149X"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.3390\/s20174685"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.3934\/nhm.2011.6.521"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2022.3142315"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2022.3168004"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.jag.2022.102926"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2024.121393"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2024.102428"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2024.102224"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2024.3362475"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.59717\/j.xinn-geo.2024.100055"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2023.113856"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2023.3324497"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2022.3193574"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2022.3168137"},{"key":"ref29","article-title":"Knowledge augmented relation inference for group\n                        activity recognition","author":"Lang","year":"2023"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2023.3247075"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2024.110301"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2020.107561"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/s11831-021-09681-9"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/3447744"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/3472290"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TAI.2021.3076974"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-021-10107-y"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3183112"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-023-05235-7"},{"key":"ref40","first-page":"1","article-title":"Recording a complex, multi modal activity data\n                        set for context recognition","volume-title":"Proc. 23th\n                        Int. Conf. Archit. Comput. Syst.","author":"Lukowicz","year":"2010"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.pmcj.2009.06.002"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1177\/1550147716665520"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-45528-0"},{"issue":"2","key":"ref44","first-page":"1137","article-title":"A study of cross-validation and bootstrap for\n                        accuracy estimation and model selection","volume":"14","author":"Kohavi","year":"1995","journal-title":"IJCAI"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.26599\/BDMA.2019.9020015"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1145\/3361684.3361689"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.3233\/IFS-162150"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/j.chaos.2021.111445"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1145\/3603495"},{"key":"ref50","article-title":"Sensorllm: Aligning large language models with\n                        motion sensors for human activity recognition","author":"Li","year":"2024"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-024-03951-4"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2021.02.024"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2021.3077563"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.3390\/s20082200"},{"key":"ref55","article-title":"A public domain dataset for human activity\n                        recognition using smartphones","author":"Anguita","year":"2013","journal-title":"Proc. 21st\n                        Eur. Symp. Artif. Neural Networks, Comput. Intell. Mach. Learn."},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2015.07.085"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1145\/1964897.1964918"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00875"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2012.328"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/INSS.2010.5573462"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2015.7350781"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1145\/2370216.2370438"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/ISWC.2012.13"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-13105-4_14"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2023.3285547"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2021.3071434"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.3390\/s23146337"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA52953.2021.00184"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1007\/s40860-017-0041-2"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-023-04997-4"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.2991\/978-94-91216-05-3_8"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1109\/ascc.2015.7244787"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1109\/IKT.2017.8258620"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2016.12.049"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1007\/s11431-018-9346-3"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1111\/jcal.12232"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA.2014.31"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-94370-1_4"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.3390\/s19153250"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1145\/3178116"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2023.3309963"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.26599\/BDMA.2020.9020022"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2022.104255"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2020.3023860"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2013.6610475"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1007\/s00138-016-0818-y"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1145\/3409332"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-92673-3_3"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1145\/1567274.1567278"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-92673-3_4"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1016\/j.pmcj.2011.02.001"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.1109\/ICPADS53394.2021.00093"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2023.106076"},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2021.3086590"},{"key":"ref95","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2021.115641"},{"key":"ref96","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2024.3371592"},{"key":"ref97","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2021.3091990"},{"key":"ref98","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-023-17500-5"},{"key":"ref99","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2023.3333043"},{"key":"ref100","doi-asserted-by":"publisher","DOI":"10.1109\/LSENS.2023.3316882"},{"key":"ref101","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2023.3246469"},{"key":"ref102","doi-asserted-by":"publisher","DOI":"10.1145\/3561387"},{"key":"ref103","doi-asserted-by":"publisher","DOI":"10.3390\/s23052787"},{"key":"ref104","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN52387.2021.9533989"},{"key":"ref105","doi-asserted-by":"publisher","DOI":"10.3390\/app12042168"},{"key":"ref106","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2023.3282680"},{"key":"ref107","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3103073"},{"key":"ref108","doi-asserted-by":"publisher","DOI":"10.1109\/PerComWorkshops53856.2022.9767342"},{"issue":"10","key":"ref109","first-page":"4389","article-title":"Deep transfer learning with graph neural network\n                        for sensor-based human activity recognition","volume":"34","author":"Yan","year":"2022","journal-title":"IEEE Trans. Neural Networks Learn. Syst."},{"key":"ref110","doi-asserted-by":"publisher","DOI":"10.1007\/s11063-023-11385-z"},{"key":"ref111","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2020.3015726"},{"key":"ref112","doi-asserted-by":"publisher","DOI":"10.1109\/THMS.2023.3319356"},{"key":"ref113","doi-asserted-by":"publisher","DOI":"10.3390\/s23031626"},{"key":"ref114","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2023.3302861"},{"key":"ref115","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2023.3276004"},{"key":"ref116","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2021.3124328"},{"key":"ref117","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2022.110187"},{"key":"ref118","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2021.10.009"},{"key":"ref119","doi-asserted-by":"publisher","DOI":"10.1109\/LRA.2021.3059624"},{"key":"ref120","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2023.3270290"},{"key":"ref121","doi-asserted-by":"publisher","DOI":"10.1145\/2835372"},{"key":"ref122","doi-asserted-by":"publisher","DOI":"10.3390\/e16042184"},{"key":"ref123","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3036226"},{"key":"ref124","doi-asserted-by":"publisher","DOI":"10.1109\/PERCOM.2009.4912776"},{"key":"ref125","doi-asserted-by":"publisher","DOI":"10.1016\/j.pmcj.2011.08.004"},{"key":"ref126","doi-asserted-by":"publisher","DOI":"10.3390\/s20205770"},{"key":"ref127","article-title":"Gpt-4 technical report","author":"Achiam","year":"2023"},{"key":"ref128","doi-asserted-by":"publisher","DOI":"10.1016\/j.pmcj.2011.01.004"},{"key":"ref129","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-018-1305-8"},{"key":"ref130","doi-asserted-by":"publisher","DOI":"10.1145\/3459637.3481991"}],"container-title":["IEEE Transactions on Computational Social Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6570650\/11194048\/10843961.pdf?arnumber=10843961","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,8]],"date-time":"2025-10-08T17:39:21Z","timestamp":1759945161000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10843961\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10]]},"references-count":130,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/tcss.2024.3523240","relation":{},"ISSN":["2329-924X","2373-7476"],"issn-type":[{"value":"2329-924X","type":"electronic"},{"value":"2373-7476","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,10]]}}}