{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2023,9,26]],"date-time":"2023-09-26T05:30:35Z","timestamp":1695706235788},"reference-count":27,"publisher":"Springer Science and Business Media LLC","issue":"5","license":[{"start":{"date-parts":[[2022,12,4]],"date-time":"2022-12-04T00:00:00Z","timestamp":1670112000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2022,12,4]],"date-time":"2022-12-04T00:00:00Z","timestamp":1670112000000},"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":["Evol. Intel."],"published-print":{"date-parts":[[2023,10]]},"DOI":"10.1007\/s12065-022-00803-1","type":"journal-article","created":{"date-parts":[[2022,12,4]],"date-time":"2022-12-04T10:02:42Z","timestamp":1670148162000},"page":"1609-1617","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Refined education mechanism based on edge computing for college student management"],"prefix":"10.1007","volume":"16","author":[{"given":"Jianhua","family":"Li","sequence":"first","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2022,12,4]]},"reference":[{"key":"803_CR1","doi-asserted-by":"crossref","unstructured":"Varghese B, Wang N, Barbhuiya S, Kilpatrick P, Nikolopoulos DS (2016), November Challenges and opportunities in edge computing. In:\u00a02016 IEEE International Conference on Smart Cloud (SmartCloud) (pp.\u00a020\u201326). IEEE","DOI":"10.1109\/SmartCloud.2016.18"},{"issue":"5","key":"803_CR2","first-page":"907G924","volume":"54","author":"S Shiw","year":"2017","unstructured":"Shiw S, Sun H (2017) Edge computing: anew compuG ting model for the Internetera. J Comput ReG Search Dev 54(5):907G924","journal-title":"J Comput ReG Search Dev"},{"key":"803_CR3","doi-asserted-by":"crossref","unstructured":"Ren J, He Y, Yu G, Li GY (2019), April Joint communication and computation resource allocation for cloud-edge collaborative system. In:\u00a02019 IEEE Wireless Communications and Networking Conference (WCNC) (pp.\u00a01\u20136). IEEE","DOI":"10.1109\/WCNC.2019.8885877"},{"key":"803_CR4","unstructured":"Ding C, Zhou A, Liu Y, Chang R, Hsu CH, Wang S (2020) A cloud-edge collaboration framework for cognitive service. IEEE Trans Cloud Comput"},{"key":"803_CR5","doi-asserted-by":"crossref","unstructured":"Zhang H, Chen S, Zou P, Xiong G, Zhao H, Zhang Y (2019, November) Research and application of industrial equipment management service system based on cloud-edge collaboration. 2019 chinese automation Congress (CAC). IEEE, pp 5451\u20135456","DOI":"10.1109\/CAC48633.2019.8996876"},{"key":"803_CR6","doi-asserted-by":"publisher","first-page":"107446","DOI":"10.1016\/j.comnet.2020.107446","volume":"182","author":"N Zhang","year":"2020","unstructured":"Zhang N, Guo S, Dong Y, Liu D (2020) Joint task offloading and data caching in mobile edge computing networks. Comput Netw 182:107446","journal-title":"Comput Netw"},{"key":"803_CR7","doi-asserted-by":"publisher","first-page":"75","DOI":"10.1016\/j.jnca.2019.02.008","volume":"133","author":"X Xu","year":"2019","unstructured":"Xu X, Li Y, Huang T, Xue Y, Peng K, Qi L, Dou W (2019) An energy-aware computation offloading method for smart edge computing in wireless metropolitan area networks. J Netw Comput Appl 133:75\u201385","journal-title":"J Netw Comput Appl"},{"issue":"5","key":"803_CR8","doi-asserted-by":"publisher","first-page":"1907","DOI":"10.1109\/TMC.2020.2970698","volume":"20","author":"S Deng","year":"2020","unstructured":"Deng S, Xiang Z, Taheri J, Khoshkholghi MA, Yin J, Zomaya AY, Dustdar S (2020) Optimal application deployment in resource constrained distributed edges. IEEE Trans Mob Comput 20(5):1907\u20131923","journal-title":"IEEE Trans Mob Comput"},{"key":"803_CR9","doi-asserted-by":"crossref","unstructured":"Xiong Y, Sun Y, Xing L, Huang Y (2018), October Extend cloud to edge with kubeedge. In:\u00a02018 IEEE\/ACM Symposium on Edge Computing (SEC) (pp.\u00a0373\u2013377). IEEE","DOI":"10.1109\/SEC.2018.00048"},{"key":"803_CR10","doi-asserted-by":"publisher","first-page":"101794","DOI":"10.1016\/j.sysarc.2020.101794","volume":"111","author":"J Zhang","year":"2020","unstructured":"Zhang J, Ma M, He W, Wang P (2020) On-demand deployment for IoT applications. J Syst Architect 111:101794","journal-title":"J Syst Architect"},{"key":"803_CR11","doi-asserted-by":"publisher","first-page":"85714","DOI":"10.1109\/ACCESS.2020.2991734","volume":"8","author":"K Cao","year":"2020","unstructured":"Cao K, Liu Y, Meng G, Sun Q (2020) An overview on edge computing research. IEEE access 8:85714\u201385728","journal-title":"IEEE access"},{"key":"803_CR12","doi-asserted-by":"publisher","first-page":"705","DOI":"10.1007\/978-981-16-9605-3_47","volume-title":"Evolutionary Computing and Mobile Sustainable Networks","author":"H Fan","year":"2022","unstructured":"Fan H (2022) Cloud Resource Hadoop Cluster Scheduling Algorithm based on Evolutionary Artificial Bee colony model for Mobile Sustainable Networks. Evolutionary Computing and Mobile Sustainable Networks. Springer, Singapore, pp 705\u2013714"},{"key":"803_CR13","doi-asserted-by":"publisher","first-page":"495","DOI":"10.1007\/978-94-011-5014-9_18","volume-title":"Learning in graphical models","author":"M Kearns","year":"1998","unstructured":"Kearns M, Mansour Y, Ng AY (1998) An information-theoretic analysis of hard and soft assignment methods for clustering. Learning in graphical models. Springer, Dordrecht, pp 495\u2013520"},{"key":"803_CR14","doi-asserted-by":"crossref","unstructured":"Cleuziou G (2008), December An extended version of the k-means method for overlapping clustering. In:\u00a02008 19th International Conference on Pattern Recognition (pp.\u00a01\u20134). IEEE","DOI":"10.1109\/ICPR.2008.4761079"},{"key":"803_CR15","doi-asserted-by":"publisher","first-page":"234","DOI":"10.1016\/j.neucom.2013.04.025","volume":"121","author":"A P\u00e9rez-Su\u00e1rez","year":"2013","unstructured":"P\u00e9rez-Su\u00e1rez A, Mart\u00ednez-Trinidad JF, Carrasco-Ochoa JA, Medina-Pagola JE (2013) OClustR: a new graph-based algorithm for overlapping clustering. Neurocomputing 121:234\u2013247","journal-title":"Neurocomputing"},{"issue":"2","key":"803_CR16","doi-asserted-by":"publisher","first-page":"216","DOI":"10.1109\/TFUZZ.2004.840134","volume":"13","author":"YJ Horng","year":"2005","unstructured":"Horng YJ, Chen SM, Chang YC, Lee CH (2005) A new method for fuzzy information retrieval based on fuzzy hierarchical clustering and fuzzy inference techniques. IEEE Trans Fuzzy Syst 13(2):216\u2013228","journal-title":"IEEE Trans Fuzzy Syst"},{"issue":"2","key":"803_CR17","first-page":"375","volume":"2","author":"GP Kumari","year":"2017","unstructured":"Kumari GP, Rani MU (2017) A study of AdaBoost and bagging approaches on student dataset. J Adv Eng Sci 2(2):375\u2013380","journal-title":"J Adv Eng Sci"},{"key":"803_CR18","first-page":"427","volume-title":"Iberoamerican Congress on Pattern Recognition","author":"H Allende-Cid","year":"2007","unstructured":"Allende-Cid H, Salas R, Allende H, Nanculef R (2007) November). Robust alternating adaboost. Iberoamerican Congress on Pattern Recognition. Springer, Berlin, Heidelberg, pp 427\u2013436"},{"issue":"16\u201318","key":"803_CR19","doi-asserted-by":"publisher","first-page":"3079","DOI":"10.1016\/j.neucom.2010.06.024","volume":"73","author":"Y Gao","year":"2010","unstructured":"Gao Y, Gao F (2010) Edited AdaBoost by weighted kNN. Neurocomputing 73(16\u201318):3079\u20133088","journal-title":"Neurocomputing"},{"key":"803_CR20","doi-asserted-by":"crossref","unstructured":"Song J, Zhang M (2019) Design and Implementation of a Vue. js-Based College Teaching System. Int J Emerg Technol Learn\u00a014(13)","DOI":"10.3991\/ijet.v14i13.10709"},{"issue":"6","key":"803_CR21","doi-asserted-by":"publisher","first-page":"497","DOI":"10.1002\/wics.182","volume":"3","author":"T Hesterberg","year":"2011","unstructured":"Hesterberg T (2011) Bootstrap. Wiley Interdiscip Rev Comput Stat 3(6):497\u2013526","journal-title":"Wiley Interdiscip Rev Comput Stat"},{"issue":"6","key":"803_CR22","doi-asserted-by":"publisher","first-page":"745","DOI":"10.1016\/S1874-1029(13)60052-X","volume":"39","author":"C Ying","year":"2013","unstructured":"Ying C, Qi-Guang M, Jia-Chen L, Lin G (2013) Advance and prospects of AdaBoost algorithm. Acta Automatica Sinica 39(6):745\u2013758","journal-title":"Acta Automatica Sinica"},{"issue":"4","key":"803_CR23","doi-asserted-by":"publisher","first-page":"e1249","DOI":"10.1002\/widm.1249","volume":"8","author":"O Sagi","year":"2018","unstructured":"Sagi O, Rokach L (2018) Ensemble learning: a survey. Wiley Interdiscip Rev Data Min Knowl Discov 8(4):e1249","journal-title":"Wiley Interdiscip Rev Data Min Knowl Discov"},{"issue":"3","key":"803_CR24","doi-asserted-by":"publisher","first-page":"551","DOI":"10.1006\/jcss.1995.1044","volume":"50","author":"DP Helmbold","year":"1995","unstructured":"Helmbold DP, Warmuth MK (1995) On weak learning. J Comput Syst Sci 50(3):551\u2013573","journal-title":"J Comput Syst Sci"},{"key":"803_CR25","doi-asserted-by":"crossref","unstructured":"Qin L, Construction Of College Student Data Information Management System Based On Association Rule Algorithm (2019), September. In:\u00a02019 International Conference on Virtual Reality and Intelligent Systems (ICVRIS) (pp.\u00a0377\u2013381). IEEE","DOI":"10.1109\/ICVRIS.2019.00098"},{"key":"803_CR26","doi-asserted-by":"crossref","unstructured":"Kumar MA, Srinivas CM, Vardhan Reddy KV, Kumar KK (2018) College Activity Management System. In:\u00a02018 Second International Conference on Intelligent Computing and Control Systems (ICICCS) (pp.\u00a01\u20134). IEEE","DOI":"10.1109\/ICCONS.2018.8662930"},{"key":"803_CR27","doi-asserted-by":"crossref","unstructured":"Yi W, Fang F (2019), November The design and realization of the management system of college physical education under the network environment. In:\u00a0Journal of Physics: Conference Series (Vol.\u00a01345, No. 5, p.\u00a0052034). IOP Publishing","DOI":"10.1088\/1742-6596\/1345\/5\/052034"}],"container-title":["Evolutionary Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s12065-022-00803-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s12065-022-00803-1\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s12065-022-00803-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,25]],"date-time":"2023-09-25T09:31:46Z","timestamp":1695634306000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s12065-022-00803-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,12,4]]},"references-count":27,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2023,10]]}},"alternative-id":["803"],"URL":"https:\/\/doi.org\/10.1007\/s12065-022-00803-1","relation":{},"ISSN":["1864-5909","1864-5917"],"issn-type":[{"value":"1864-5909","type":"print"},{"value":"1864-5917","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,12,4]]},"assertion":[{"value":"5 July 2022","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"7 November 2022","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"20 November 2022","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"4 December 2022","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The author declares no conflicts of interest in this paper.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}