{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,5,9]],"date-time":"2024-05-09T05:50:56Z","timestamp":1715233856985},"reference-count":21,"publisher":"Springer Science and Business Media LLC","issue":"6","license":[{"start":{"date-parts":[[2022,12,1]],"date-time":"2022-12-01T00:00:00Z","timestamp":1669852800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2022,12,1]],"date-time":"2022-12-01T00:00:00Z","timestamp":1669852800000},"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":["Mobile Netw Appl"],"published-print":{"date-parts":[[2022,12]]},"DOI":"10.1007\/s11036-022-02076-5","type":"journal-article","created":{"date-parts":[[2022,12,11]],"date-time":"2022-12-11T07:02:15Z","timestamp":1670742135000},"page":"2611-2621","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Personalized Auxiliary Information Presentation System for Mobile Network Based on Multimodal Information"],"prefix":"10.1007","volume":"27","author":[{"given":"Yuli","family":"Liu","sequence":"first","affiliation":[]},{"given":"Muhammad Fazal","family":"Ijaz","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2022,12,11]]},"reference":[{"issue":"12","key":"2076_CR1","first-page":"429","volume":"150","author":"A Rw","year":"2020","unstructured":"Rw A, Xiao MA, Chi JA (2020) Heterogeneous information network-based music recommendation system in mobile networks[J]. Comput Commun 150(12):429\u2013437","journal-title":"Comput Commun"},{"issue":"21","key":"2076_CR2","first-page":"126","volume":"18","author":"J Li","year":"2020","unstructured":"Li J, Li F, Wang W, Zhai J (2020) An information dissemination influence model for mobile social network under multi-role view[J]. Int J Uncertain Fuzziness Knowl Based Syst 18(21):126\u2013135","journal-title":"Int J Uncertain Fuzziness Knowl Based Syst"},{"issue":"06","key":"2076_CR3","first-page":"189","volume":"18","author":"J Lee","year":"2020","unstructured":"Lee J, Rhee E (2020) Route optimization scheme for mobile content sources in content centric networking[J]. J Inform Commun Converg Eng 18(06):189\u2013206","journal-title":"J Inform Commun Converg Eng"},{"issue":"8","key":"2076_CR4","first-page":"1","volume":"20","author":"N Sun","year":"2021","unstructured":"Sun N, Li T, Song G, Xia H (2021) Network security technology of intelligent information terminal based on Mobile Internet of things[J]. Mob Inf Syst 20(8):1\u20139","journal-title":"Mob Inf Syst"},{"issue":"2","key":"2076_CR5","doi-asserted-by":"publisher","first-page":"52","DOI":"10.38094\/jastt20291","volume":"2","author":"S Abdullah","year":"2021","unstructured":"Abdullah S, Ameen S, Sadeeq MM, Zeebaree S (2021) Multimodal emotion recognition using deep learning. J Appl Sci Technol Trends 2(2):52\u201358","journal-title":"J Appl Sci Technol Trends"},{"key":"2076_CR6","doi-asserted-by":"publisher","first-page":"2188","DOI":"10.1109\/TMM.2021.3065580","volume":"23","author":"S Liu","year":"2021","unstructured":"Liu S, Wang S, Liu X et al (2021) Human memory update strategy: a multi-layer template update mechanism for remote visual monitoring. IEEE Trans Multimedia 23:2188\u20132198","journal-title":"IEEE Trans Multimedia"},{"issue":"1","key":"2076_CR7","doi-asserted-by":"publisher","first-page":"90","DOI":"10.1109\/TFUZZ.2020.3006520","volume":"29","author":"S Liu","year":"2021","unstructured":"Liu S, Wang S, Liu X et al (2021) Fuzzy detection aided real-time and robust visual tracking under complex environments. IEEE Trans Fuzzy Syst 29(1):90\u2013102","journal-title":"IEEE Trans Fuzzy Syst"},{"issue":"01","key":"2076_CR8","first-page":"64","volume":"49","author":"L Tang","year":"2021","unstructured":"Tang L, Ding B, He YJ (2021) Efficient 3D model retrieval method based on convolutional neural network. Acta Electron Sin 49(01):64\u201371","journal-title":"Acta Electron Sin"},{"issue":"12","key":"2076_CR9","first-page":"2089","volume":"51","author":"LC Chang","year":"2021","unstructured":"Chang LC, Li ZY, Fan XY, Shang ZY, Jing HT (2021) Large scale neuron morphological representation and retrieval method based on three-dimensional depth neural network. Chin Sci Inform Sci 51(12):2089\u20132101","journal-title":"Chin Sci Inform Sci"},{"issue":"12","key":"2076_CR10","doi-asserted-by":"publisher","first-page":"103029","DOI":"10.1016\/j.bspc.2021.103029","volume":"70","author":"Y Tan","year":"2021","unstructured":"Tan Y, Sun Z, Duan F, Sol\u00e9-Casals J, Caiafa CF (2021) A multimodal emotion recognition method based on facial expressions and electroencephalography. Biomed Signal Process Control 70(12):103029\u2013103035","journal-title":"Biomed Signal Process Control"},{"issue":"4","key":"2076_CR11","doi-asserted-by":"publisher","first-page":"1031","DOI":"10.3233\/IDA-205183","volume":"25","author":"H Lai","year":"2021","unstructured":"Lai H, Wu K, Li L (2021) Multimodal emotion recognition with hierarchical memory networks. Intelligent Data Anal 25(4):1031\u20131045","journal-title":"Intelligent Data Anal"},{"issue":"1","key":"2076_CR12","first-page":"12147","volume":"82","author":"Q Chen","year":"2021","unstructured":"Chen Q, Yi M, Man X (2021) Grey theory and AHP applied in performance evaluation of tactical communication network information system. J Phys: Conf Ser 82(1):12147\u201312153","journal-title":"J Phys: Conf Ser"},{"issue":"4","key":"2076_CR13","doi-asserted-by":"publisher","first-page":"1055","DOI":"10.1007\/s00521-020-05021-3","volume":"33","author":"L Shuai","year":"2021","unstructured":"Shuai L, Xinyu L, Shuai W et al (2021) Fuzzy-aided solution for out-of-view challenge in visual tracking under IoT assisted complex environment. Neural Comput Appl 33(4):1055\u20131065","journal-title":"Neural Comput Appl"},{"issue":"1","key":"2076_CR14","doi-asserted-by":"publisher","first-page":"12029","DOI":"10.1088\/1742-6596\/1856\/1\/012029","volume":"1856","author":"X Wang","year":"2021","unstructured":"Wang X, Li D (2021) Research on network information security penetration test based on IP port service technology. J Phys Conf Ser 1856(1):12029\u201312035","journal-title":"J Phys Conf Ser"},{"key":"2076_CR15","doi-asserted-by":"publisher","first-page":"1895","DOI":"10.1007\/s40747-020-00161-4","volume":"7","author":"S Liu","year":"2021","unstructured":"Liu S, Liu D, Gautam S et al (2021) Overview and methods of correlation filter algorithms in object tracking. Complex Intelligent Syst 7:1895\u20131917","journal-title":"Complex Intelligent Syst"},{"issue":"3","key":"2076_CR16","first-page":"32060","volume":"1915","author":"L Yang","year":"2021","unstructured":"Yang L (2021) Research on the utilization of computer network information resources and the reform of college physical education. J Phys: Conf Ser 1915(3):32060\u201332065","journal-title":"J Phys: Conf Ser"},{"issue":"3","key":"2076_CR17","first-page":"32","volume":"19","author":"J Ren","year":"2021","unstructured":"Ren J (2021) An empirical study of evaluation of library WeChat micro service by mobile information network technology[J]. J Phys: Conf Ser 19(3):32\u201338","journal-title":"J Phys: Conf Ser"},{"issue":"01","key":"2076_CR18","first-page":"336","volume":"38","author":"Z Fan","year":"2021","unstructured":"Fan Z, Wang YD (2021) Homologous retrieval of multi sensitive information in Internet of things based on BP neural network. Comput Simul 38(01):336\u2013339+ 365","journal-title":"Comput Simul"},{"issue":"3","key":"2076_CR19","doi-asserted-by":"publisher","first-page":"102185","DOI":"10.1016\/j.ipm.2019.102185","volume":"57","author":"C Li","year":"2020","unstructured":"Li C, Bao Z, Li L, Zhao Z (2020) Exploring temporal representations by leveraging attention-based bidirectional lstm-rnns for multi-modal emotion recognition. Inf Process Manage 57(3):102185\u2013102192","journal-title":"Inf Process Manage"},{"issue":"3","key":"2076_CR20","doi-asserted-by":"publisher","first-page":"363","DOI":"10.1007\/s00779-019-01232-1","volume":"23","author":"L Ma","year":"2019","unstructured":"Ma L, Ju F, Wan J, Shen X (2019) Emotional computing based on cross-modal fusion and edge network data incentive. Pers Ubiquit Comput 23(3):363\u2013372","journal-title":"Pers Ubiquit Comput"},{"issue":"7","key":"2076_CR21","first-page":"239","volume":"10","author":"R Ghoniem","year":"2019","unstructured":"Ghoniem R, Algarni A, Shaalan K (2019) Multi-modal emotion aware system based on fusion of speech and brain information. Information (Switzerland) 10(7):239\u2013246","journal-title":"Information (Switzerland)"}],"container-title":["Mobile Networks and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11036-022-02076-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11036-022-02076-5\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11036-022-02076-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,2,13]],"date-time":"2023-02-13T22:21:40Z","timestamp":1676326900000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11036-022-02076-5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,12]]},"references-count":21,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2022,12]]}},"alternative-id":["2076"],"URL":"https:\/\/doi.org\/10.1007\/s11036-022-02076-5","relation":{},"ISSN":["1383-469X","1572-8153"],"issn-type":[{"value":"1383-469X","type":"print"},{"value":"1572-8153","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,12]]},"assertion":[{"value":"16 June 2022","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"11 December 2022","order":2,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors have no relevant financial or non-financial interests to disclose. Yuli Liu provided the algorithm and experimental results, wrote the manuscript, Muhammad Fazal Ijaz revised the paper, supervised and analyzed the experiment. We also declare that data availability and ethics approval is not applicable in this paper.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of Interest"}}]}}