{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,9]],"date-time":"2026-06-09T15:35:27Z","timestamp":1781019327978,"version":"3.54.1"},"publisher-location":"Cham","reference-count":29,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319728223","type":"print"},{"value":"9783319728230","type":"electronic"}],"license":[{"start":{"date-parts":[[2017,12,31]],"date-time":"2017-12-31T00:00:00Z","timestamp":1514678400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-319-72823-0_11","type":"book-chapter","created":{"date-parts":[[2017,12,30]],"date-time":"2017-12-30T15:59:03Z","timestamp":1514649543000},"page":"99-109","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":39,"title":["Telecom Big Data Based User Analysis and Application in Telecom Industry"],"prefix":"10.1007","author":[{"given":"Guanglu","family":"Shao","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Weiwei","family":"Chen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xinzhou","family":"Cheng","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lexi","family":"Xu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tao","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chen","family":"Cheng","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2017,12,31]]},"reference":[{"issue":"7","key":"11_CR1","doi-asserted-by":"crossref","first-page":"4004","DOI":"10.1109\/JSEN.2015.2410297","volume":"15","author":"Y Cao","year":"2015","unstructured":"Cao, Y., Wang, N., Sun, Z., Cruickshank, H.: A reliable and efficient encounter-based routing framework for delay\/disruption tolerant networks. IEEE Sens. J. 15(7), 4004\u20134018 (2015)","journal-title":"IEEE Sens. J."},{"key":"11_CR2","doi-asserted-by":"crossref","unstructured":"Xu, L., Luan, Y., Cheng, X., Cao, X., Chao, K., Gao, J., Jia, Y., Wang, S.: WCDMA Data based LTE Site Selection Scheme in LTE Deployment. In: International Conference on Signal and Information Processing, Networking and Computers, pp. 249\u2013260. CRC Press, Taylor & Francis Group, Beijing (2015)","DOI":"10.1201\/b21308-34"},{"issue":"3","key":"11_CR3","doi-asserted-by":"crossref","first-page":"92","DOI":"10.1109\/MWC.2015.7143331","volume":"22","author":"H Zhang","year":"2015","unstructured":"Zhang, H., Dong, Y., Cheng, J., Hossain, M.J., Leung, V.C.M.: Cooperative interference mitigation and handover management for heterogeneous cloud small cell networks. IEEE Wirel. Commun. 22(3), 92\u201399 (2015)","journal-title":"IEEE Wirel. Commun."},{"issue":"7","key":"11_CR4","doi-asserted-by":"crossref","first-page":"1171","DOI":"10.1002\/wcm.2394","volume":"15","author":"L Xu","year":"2015","unstructured":"Xu, L., Chen, Y., Chai, K.K., Schormans, J., Cuthbert, L.: Self-organising cluster-based cooperative load balancing in OFDMA cellular networks. Wiley Wireless Commun. Mob. Comput. 15(7), 1171\u20131187 (2015)","journal-title":"Wiley Wireless Commun. Mob. Comput."},{"key":"11_CR5","doi-asserted-by":"publisher","first-page":"361","DOI":"10.1016\/j.compeleceng.2016.12.031","volume":"61","author":"L Zhao","year":"2017","unstructured":"Zhao, L., Al-Dubai, A.Y., Li, X., Chen, G.: A new efficient cross-layer relay node selection model for wireless community mesh networks. Comput. Electr. Eng. 61, 361\u2013372 (2017). https:\/\/doi.org\/10.1016\/j.compeleceng.2016.12.031","journal-title":"Comput. Electr. Eng."},{"issue":"4","key":"11_CR6","doi-asserted-by":"crossref","first-page":"1548","DOI":"10.1109\/TVT.2014.2331395","volume":"64","author":"Y Cao","year":"2015","unstructured":"Cao, Y., Sun, Z., Wang, N., Riaz, M., Cruickshank, H., Liu, X.: Geographic-based Spray-and-Relay (GSaR): an efficient routing scheme for DTNs. IEEE Trans. Veh. Technol. 64(4), 1548\u20131564 (2015)","journal-title":"IEEE Trans. Veh. Technol."},{"key":"11_CR7","doi-asserted-by":"crossref","unstructured":"Xu, L., Chen, Y., Gao, Y., Cuthbert, L.: A Self-Optimizing Load Balancing Scheme for Fixed Relay Cellular Networks. In: IET International Conference on Communication Technology and Application, pp. 306\u2013311. IET Press, Beijing (2011)","DOI":"10.1049\/cp.2011.0680"},{"key":"11_CR8","doi-asserted-by":"crossref","unstructured":"Wang, W., Xu, L., Zhang, Y., Zhong, J.: A novel cell-level resource allocation scheme for OFDMA system. In: International Conference on Communications and Mobile Computing, pp. 287\u2013292. IET Press, Kunming (2009)","DOI":"10.1109\/CMC.2009.126"},{"key":"11_CR9","doi-asserted-by":"crossref","unstructured":"Zhao, L.,\u00a0Li, Y.,\u00a0Meng, C.,\u00a0Gong, C.,\u00a0Tang, X.: A SVM based routing scheme in VANETs.\u00a0In: IEEE International Symposium on Communications and Information Technologies, pp. 380\u2013383. IEEE Press, Qingdao (2016)","DOI":"10.1109\/ISCIT.2016.7751655"},{"issue":"6","key":"11_CR10","doi-asserted-by":"crossref","first-page":"48","DOI":"10.1109\/MWC.2016.1600066WC","volume":"23","author":"H Zhang","year":"2016","unstructured":"Zhang, H., Dong, Y., Cheng, J., Hossain, M.J., Leung, V.C.M.: Fronthauling for 5G LTE-U ultra dense cloud small cell networks. IEEE Wirel. Commun. 23(6), 48\u201353 (2016)","journal-title":"IEEE Wirel. Commun."},{"issue":"5","key":"11_CR11","doi-asserted-by":"crossref","first-page":"2116","DOI":"10.1109\/TCOMM.2016.2544300","volume":"64","author":"Y Deng","year":"2016","unstructured":"Deng, Y., Wang, L., Zaidi, S.A.R., Yuan, J., Elkashlan, M.: Artificial-noise aided secure transmission in large scale spectrum sharing networks. IEEE Trans. Commun. 64(5), 2116\u20132129 (2016)","journal-title":"IEEE Trans. Commun."},{"key":"11_CR12","doi-asserted-by":"crossref","unstructured":"Xu, L., Cheng, X., Liu, Y., Chen, W., Luan, Y., Chao, K., Yuan, M., Xu, B.: Mobility load balancing aware radio resource allocation scheme for LTE-Advanced cellular networks. In: IEEE International Conference on Communication Technology, pp. 806\u2013812, IEEE Press, Hangzhou (2015)","DOI":"10.1109\/ICCT.2015.7399952"},{"key":"11_CR13","doi-asserted-by":"crossref","unstructured":"Xu, L., Chen, Y., Chai, K. K., Luan, Y., Liu, D.: Cooperative mobility load balancing in relay cellular networks. In: IEEE International Conference on Communication in China, pp. 141\u2013146. IEEE Press, Xi\u2019An (2013)","DOI":"10.1109\/ICCChina.2013.6671104"},{"key":"11_CR14","unstructured":"3GPP TR 36.814: Further Advancements for E-UTRA Physical Layer Aspects (2010)"},{"key":"11_CR15","doi-asserted-by":"crossref","unstructured":"Zhang, T., Cheng, X., Yuan, M., Xu, L., Cheng, C., Chao, K.: Mining target users for mobile advertising based on telecom big data. In: IEEE International Symposium on Communications and Information Technologies, pp. 296\u2013301. IEEE Press, Qingdao (2016)","DOI":"10.1109\/ISCIT.2016.7751639"},{"issue":"1","key":"11_CR16","doi-asserted-by":"crossref","first-page":"24","DOI":"10.1186\/s40537-015-0032-1","volume":"2","author":"S Landset","year":"2015","unstructured":"Landset, S., Khoshgoftaar, T.M., Richter, A.N., Hasanin, T.: A survey of open source tools for machine learning with big data in the Hadoop Ecosystem. J. Big Data 2(1), 24 (2015)","journal-title":"J. Big Data"},{"key":"11_CR17","doi-asserted-by":"crossref","unstructured":"Cheng, C., Cheng, X., Yuan, M., Song, C., Xu, L., Ye, H., Zhang, T.: A novel cluster algorithm for telecom customer segmentation. In: IEEE International Symposium on Communications and Information Technologies, pp. 324\u2013329. IEEE Press, Qingdao (2016)","DOI":"10.1109\/ISCIT.2016.7751644"},{"key":"11_CR18","doi-asserted-by":"crossref","unstructured":"Liu, Y., Xu, L., Chen, Y., Fan, Y., Xu, B., Nie, J.: A novel power control mechanism based on interference estimation in LTE cellular networks. In: IEEE International Symposium on Communications and Information Technologies, pp. 397\u2013401. IEEE Press, Qingdao (2016)","DOI":"10.1109\/ISCIT.2016.7751659"},{"key":"11_CR19","doi-asserted-by":"crossref","unstructured":"Xing, H., Xu, L., Qu, R., Qu, Z.: A quantum inspired evolutionary algorithm for dynamic multicast routing with network coding. In: IEEE International Symposium on Communications and Information Technologies, pp. 186\u2013190. IEEE Press, Qingdao (2016)","DOI":"10.1109\/ISCIT.2016.7751618"},{"issue":"3","key":"11_CR20","doi-asserted-by":"publisher","first-page":"1822","DOI":"10.1109\/JSYST.2015.2449893","volume":"11","author":"Y Cao","year":"2015","unstructured":"Cao, Y., Wang, N., Kamel, G., Kim, Y.J.: An electric vehicle charging management scheme based on publish\/subscribe communication framework. IEEE Syst. J. 11(3), 1822\u20131835 (2015). https:\/\/doi.org\/10.1109\/JSYST.2015.2449893","journal-title":"IEEE Syst. J."},{"issue":"2","key":"11_CR21","doi-asserted-by":"crossref","first-page":"27","DOI":"10.4018\/IJDST.2017040103","volume":"8","author":"L Xu","year":"2017","unstructured":"Xu, L., Luan, Y., Cheng, X., Fan, Y., Zhang, H., Wang, W., He, A.: Telecom big data based user offloading self-optimisation in heterogeneous relay cellular systems. Int. J. Distrib. Syst. Technol. 8(2), 27\u201346 (2017)","journal-title":"Int. J. Distrib. Syst. Technol."},{"key":"11_CR22","doi-asserted-by":"crossref","unstructured":"Xu, L., Chen, Y., Chai, K.K., Liu, D., Yang, S., Schormans, J.: User relay assisted traffic shifting in LTE-Advanced systems. In: IEEE Vehicular Technology Conference, pp. 1\u20137. IEEE Press, Dresden (2013)","DOI":"10.1109\/VTCSpring.2013.6692800"},{"key":"11_CR23","doi-asserted-by":"crossref","unstructured":"Cheng, X., Xu, L., Zhang, T., Jia, Y., Yuan, M., Chao, K.: A novel big data based telecom operation architecture. In: International Conference on Signal and Information Processing, Networking and Computers, pp. 385\u2013396. CRC Press Taylor & Francis Group, Beijing (2015)","DOI":"10.1201\/b21308-48"},{"key":"11_CR24","doi-asserted-by":"crossref","unstructured":"Xu, L., Luan, Y., Cheng, X., Xing, H., Liu, Y., Jiang, X., Chen, W., Chao, K.: Self-optimised joint traffic offloading in heterogeneous cellular networks. In: IEEE International Symposium on Communications and Information Technologies, pp. 263\u2013267. IEEE Press, Qingdao (2016)","DOI":"10.1109\/ISCIT.2016.7751633"},{"key":"11_CR25","doi-asserted-by":"crossref","unstructured":"Cao, Y., Wang, N., Kamel, G.: A publish\/subscribe communication framework for managing electric vehicle charging. In: IEEE International Conference on Connected Vehicles and Expo, pp. 318\u2013324. IEEE Press, Vienna (2014)","DOI":"10.1109\/ICCVE.2014.7297564"},{"key":"11_CR26","doi-asserted-by":"crossref","unstructured":"Cheng, X., Yuan, M., Xu, L., Zhang, T., Jia, Y., Cheng, C., Chen, W.: Big data assisted customer analysis and advertising architecture for real estate. In: IEEE International Symposium on Communications and Information Technologies, pp. 312\u2013317. IEEE Press, Qingdao (2016)","DOI":"10.1109\/ISCIT.2016.7751642"},{"key":"11_CR27","doi-asserted-by":"crossref","unstructured":"Cui, G., Lu, S., Wang, W., Zhang, Y., Wang, C., Li, X.: Uplink coordinated scheduling based on resource sorting. In: IEEE Vehicular Technology Conference, pp. 1\u20135. IEEE Press, Quebec (2012)","DOI":"10.1109\/VTCFall.2012.6399126"},{"key":"11_CR28","doi-asserted-by":"crossref","unstructured":"Cui, G., Lu S., Wang, W., Wang, C., Zhang, Y.: Decentralized antenna selection with no CSI sharing for multi-cell MU-MIMO systems. In: IEEE International Symposium on Personal and Indoor, Mobile Radio Communications, pp. 2319\u20132323. IEEE Press, Sydney (2012)","DOI":"10.1109\/PIMRC.2012.6362743"},{"key":"11_CR29","unstructured":"Xie, L., Pan, D.: On customer segmentation and retention of telecom broadband in Pearl River Delta. Chinese Control Conference, pp. 5564\u20135568 (2010)"}],"container-title":["Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","5G for Future Wireless Networks"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-72823-0_11","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,29]],"date-time":"2025-06-29T09:32:06Z","timestamp":1751189526000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-72823-0_11"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,12,31]]},"ISBN":["9783319728223","9783319728230"],"references-count":29,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-72823-0_11","relation":{},"ISSN":["1867-8211","1867-822X"],"issn-type":[{"value":"1867-8211","type":"print"},{"value":"1867-822X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,12,31]]}}}