{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,24]],"date-time":"2026-03-24T12:21:06Z","timestamp":1774354866947,"version":"3.50.1"},"reference-count":32,"publisher":"Springer Science and Business Media LLC","issue":"5","license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Wireless Netw"],"published-print":{"date-parts":[[2021,7]]},"DOI":"10.1007\/s11276-019-02233-x","type":"journal-article","created":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T05:41:06Z","timestamp":1577857266000},"page":"3613-3619","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":11,"title":["User behavior and user experience analysis for social network services"],"prefix":"10.1007","volume":"27","author":[{"given":"Rong","family":"Bao","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lei","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ping","family":"Cui","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2020,1,1]]},"reference":[{"issue":"1","key":"2233_CR1","doi-asserted-by":"publisher","first-page":"102","DOI":"10.1109\/MWC.2016.1500184WC","volume":"24","author":"Y Wang","year":"2017","unstructured":"Wang, Y., Li, P. L., Jiao, L., et al. (2017). A data-driven architecture for personalized QoE management in 5G wireless networks. IEEE Wireless Communications, 24(1), 102\u2013110.","journal-title":"IEEE Wireless Communications"},{"key":"2233_CR2","doi-asserted-by":"publisher","DOI":"10.1109\/tnse.2018.2877597","author":"D Jiang","year":"2018","unstructured":"Jiang, D., Wang, W., Shi, L., & Song, H. (2018). A compressive sensing-based approach to end-to-end network traffic reconstruction. IEEE Transactions on Network Science and Engineering.. https:\/\/doi.org\/10.1109\/tnse.2018.2877597.","journal-title":"IEEE Transactions on Network Science and Engineering."},{"issue":"2","key":"2233_CR3","first-page":"1","volume":"1","author":"D Jiang","year":"2018","unstructured":"Jiang, D., Huo, L., & Song, H. (2018). Rethinking behaviors and activities of base stations in mobile cellular networks based on big data analysis. IEEE Transactions on Network Science and Engineering, 1(2), 1\u201312.","journal-title":"IEEE Transactions on Network Science and Engineering"},{"issue":"4","key":"2233_CR4","doi-asserted-by":"publisher","first-page":"2375","DOI":"10.1109\/JIOT.2017.2759728","volume":"5","author":"J Zhu","year":"2018","unstructured":"Zhu, J., Song, Y., Jiang, D., & Song, H. (2018). A new deep-Q-learning-based transmission scheduling mechanism for the cognitive Internet of Things. IEEE Internet of Things Journal, 5(4), 2375\u20132385.","journal-title":"IEEE Internet of Things Journal"},{"issue":"4","key":"2233_CR5","doi-asserted-by":"publisher","first-page":"C65","DOI":"10.1364\/JOCN.9.000C65","volume":"9","author":"X Cao","year":"2017","unstructured":"Cao, X., Yoshikane, N., Popescu, I., et al. (2017). Software-defined optical networks and network abstraction with functional service design. IEEE\/OSA Journal of Optical Communications and Networking, 9(4), C65\u2013C75.","journal-title":"IEEE\/OSA Journal of Optical Communications and Networking"},{"issue":"10","key":"2233_CR6","doi-asserted-by":"publisher","first-page":"3305","DOI":"10.1109\/TITS.2017.2778939","volume":"19","author":"D Jiang","year":"2018","unstructured":"Jiang, D., Huo, L., Lv, Z., Song, H., & Qin, W. (2018). A joint multi-criteria utility-based network selection approach for vehicle-to-infrastructure networking. IEEE Transactions on Intelligent Transportation Systems, 19(10), 3305\u20133319.","journal-title":"IEEE Transactions on Intelligent Transportation Systems"},{"issue":"2","key":"2233_CR7","doi-asserted-by":"publisher","first-page":"97","DOI":"10.1109\/MCOM.2014.6736749","volume":"52","author":"G Wunder","year":"2014","unstructured":"Wunder, G., Jung, P., Kasparick, M., et al. (2014). 5GNOW: Non-orthogonal, asynchronous waveforms for future mobile applications. IEEE Communications Magazine, 52(2), 97\u2013105.","journal-title":"IEEE Communications Magazine"},{"issue":"8","key":"2233_CR8","doi-asserted-by":"publisher","first-page":"1754","DOI":"10.1109\/JSAC.2017.2710023","volume":"35","author":"Q Cui","year":"2017","unstructured":"Cui, Q., Gu, Y., Ni, W., & Liu, R. P. (2017). Effective capacity of licensed-assisted access in unlicensed spectrum for 5G: From theory to application. IEEE Journal on Selected Areas in Communications, 35(8), 1754\u20131767.","journal-title":"IEEE Journal on Selected Areas in Communications"},{"issue":"220","key":"2233_CR9","doi-asserted-by":"publisher","first-page":"160","DOI":"10.1016\/j.neucom.2016.07.056","volume":"2017","author":"D Jiang","year":"2017","unstructured":"Jiang, D., Li, W., & Lv, H. (2017). An energy-efficient cooperative multicast routing in multi-hop wireless networks for smart medical applications. Neurocomputing, 2017(220), 160\u2013169.","journal-title":"Neurocomputing"},{"issue":"4","key":"2233_CR10","first-page":"1","volume":"23","author":"L Huo","year":"2019","unstructured":"Huo, L., & Jiang, D. (2019). Stackelberg game-based energy-efficient resource allocation for 5G cellular networks. Telecommunication Systems, 23(4), 1\u201311.","journal-title":"Telecommunication Systems"},{"issue":"2","key":"2233_CR11","doi-asserted-by":"publisher","first-page":"316","DOI":"10.1016\/j.compeleceng.2017.09.009","volume":"66","author":"L Huo","year":"2018","unstructured":"Huo, L., Jiang, D., & Lv, Z. (2018). Soft frequency reuse-based optimization algorithm for energy efficiency of multi-cell networks. Computers & Electrical Engineering, 66(2), 316\u2013331.","journal-title":"Computers & Electrical Engineering"},{"issue":"6","key":"2233_CR12","doi-asserted-by":"publisher","first-page":"1437","DOI":"10.1109\/JIOT.2016.2613111","volume":"3","author":"D Jiang","year":"2016","unstructured":"Jiang, D., Zhang, P., Lv, Z., et al. (2016). Energy-efficient multi-constraint routing algorithm with load balancing for smart city applications. IEEE Internet of Things Journal, 3(6), 1437\u20131447.","journal-title":"IEEE Internet of Things Journal"},{"issue":"1","key":"2233_CR13","first-page":"196","volume":"7","author":"F Wang","year":"2019","unstructured":"Wang, F., Jiang, D., & Qi, S. (2019). An adaptive routing algorithm for integrated information networks. China Communications, 7(1), 196\u2013207.","journal-title":"China Communications"},{"key":"2233_CR14","doi-asserted-by":"publisher","DOI":"10.1109\/tii.2019.2914339","author":"Z Lv","year":"2019","unstructured":"Lv, Z., Kong, W., Zhang, X., Jiang, D., Lv, H., & Lu, X. (2019). Intelligent security planning for regional distributed energy internet. IEEE Transactions on Industrial Informatics. https:\/\/doi.org\/10.1109\/tii.2019.2914339.","journal-title":"IEEE Transactions on Industrial Informatics."},{"key":"2233_CR15","doi-asserted-by":"publisher","first-page":"15408","DOI":"10.1109\/ACCESS.2018.2794354","volume":"6","author":"L Chen","year":"2018","unstructured":"Chen, L., Jiang, D., Song, H., et al. (2018). A lightweight end-side user experience data collection system for quality evaluation of multimedia communications. IEEE Access, 6, 15408\u201315419.","journal-title":"IEEE Access"},{"issue":"4","key":"2233_CR16","first-page":"630","volume":"2","author":"D Wu","year":"2003","unstructured":"Wu, D., & Negi, R. (2003). Effective capacity: A wireless link model for support of quality of service. IEEE Transactions on Wireless Communications, 2(4), 630\u2013643.","journal-title":"IEEE Transactions on Wireless Communications"},{"issue":"4","key":"2233_CR17","doi-asserted-by":"publisher","first-page":"4098","DOI":"10.1109\/TVT.2019.2900580","volume":"68","author":"M Shehab","year":"2019","unstructured":"Shehab, M., Alves, H., & Latva-aho, M. (2019). Effective capacity and power allocation for machine-type communication. IEEE Transactions on Vehicular Technology, 68(4), 4098\u20134102.","journal-title":"IEEE Transactions on Vehicular Technology"},{"issue":"4","key":"2233_CR18","doi-asserted-by":"publisher","first-page":"905","DOI":"10.1109\/JSAC.2019.2898743","volume":"37","author":"C Guo","year":"2019","unstructured":"Guo, C., Liang, L., & Li, G. Y. (2019). Resource allocation for low-latency vehicular communications: An effective capacity perspective. IEEE Journal on Selected Areas in Communications, 37(4), 905\u2013917.","journal-title":"IEEE Journal on Selected Areas in Communications"},{"issue":"3","key":"2233_CR19","doi-asserted-by":"publisher","first-page":"508","DOI":"10.1109\/JSTSP.2019.2900938","volume":"13","author":"C Xiao","year":"2019","unstructured":"Xiao, C., Zeng, J., Ni, W., Liu, R. P., Su, X., & Wang, J. (2019). Delay guarantee and effective capacity of downlink NOMA fading channels. IEEE Journal of Selected Topics in Signal Processing, 13(3), 508\u2013523.","journal-title":"IEEE Journal of Selected Topics in Signal Processing"},{"issue":"5","key":"2233_CR20","first-page":"1","volume":"13","author":"D Jiang","year":"2018","unstructured":"Jiang, D., Huo, L., & Li, Y. (2018). Fine-granularity inference and estimations to network traffic for SDN. PLoS ONE, 13(5), 1\u201323.","journal-title":"PLoS ONE"},{"issue":"1","key":"2233_CR21","doi-asserted-by":"publisher","first-page":"24","DOI":"10.1364\/jocn.10.000024","volume":"10","author":"Y Xiong","year":"2018","unstructured":"Xiong, Y., Li, Y., Zhou, B., et al. (2018). SDN enabled restoration with triggered precomputation in elastic optical inter-datacenter networks. IEEE\/OSA Journal of Optical Communications and Networking, 10(1), 24\u201334. https:\/\/doi.org\/10.1364\/jocn.10.000024.","journal-title":"IEEE\/OSA Journal of Optical Communications and Networking"},{"issue":"7","key":"2233_CR22","doi-asserted-by":"publisher","first-page":"A45","DOI":"10.1364\/JOCN.8.000A45","volume":"8","author":"M Filer","year":"2016","unstructured":"Filer, M., Gaudette, J., Ghobadi, M., et al. (2016). Elastic optical networking in the microsoft cloud. Journal of Optical Communications and Networking, 8(7), A45\u2013A54.","journal-title":"Journal of Optical Communications and Networking"},{"issue":"7","key":"2233_CR23","doi-asserted-by":"publisher","first-page":"A180","DOI":"10.1364\/JOCN.8.00A180","volume":"8","author":"T Tanaka","year":"2016","unstructured":"Tanaka, T., Inui, T., Kadohata, A., et al. (2016). Multiperiod IP-over-elastic network reconfiguration with adaptive bandwidth resizing and modulation. Journal of Optical Communications and Networking, 8(7), A180\u2013A190.","journal-title":"Journal of Optical Communications and Networking"},{"key":"2233_CR24","doi-asserted-by":"publisher","first-page":"22013","DOI":"10.1109\/ACCESS.2017.2760885","volume":"5","author":"M Sun","year":"2017","unstructured":"Sun, M., Jiang, D., Song, H., et al. (2017). Statistical resolution limit analysis of two closely-spaced signal sources using Rao test. IEEE Access, 5, 22013\u201322022.","journal-title":"IEEE Access"},{"issue":"233","key":"2233_CR25","first-page":"1","volume":"18","author":"M Jiang","year":"2018","unstructured":"Jiang, M., Jiang, L., Jiang, D., Li, F., & Song, H. (2018). A sensor dynamic measurement errors prediction model of sensors based on NAPSO-SVM. Sensors, 18(233), 1\u201314.","journal-title":"Sensors"},{"issue":"7","key":"2233_CR26","doi-asserted-by":"publisher","first-page":"371","DOI":"10.1364\/JOCN.11.000371","volume":"11","author":"SK Patri","year":"2019","unstructured":"Patri, S. K., Grigoreva, E., Kellerer, W., et al. (2019). Rational agent-based decision algorithm for strategic converged network migration planning. IEEE\/OSA Journal of Optical Communications and Networking, 11(7), 371\u2013382.","journal-title":"IEEE\/OSA Journal of Optical Communications and Networking"},{"key":"2233_CR27","doi-asserted-by":"publisher","unstructured":"Zhang, H., Wang, Y., Qiu, X., et al. (2015). Network operation simulation platform for network virtualization environment. In 17th Asia-Pacific network operations and management symposium (APNOMS). https:\/\/doi.org\/10.1109\/apnoms.2015.7275351.","DOI":"10.1109\/apnoms.2015.7275351"},{"issue":"9","key":"2233_CR28","doi-asserted-by":"publisher","first-page":"427","DOI":"10.1007\/s12243-015-0465-8","volume":"70","author":"D Jiang","year":"2015","unstructured":"Jiang, D., Xu, Z., & Xu, H. (2015). A novel hybrid prediction algorithm to network traffic. Annals of Telecommunications, 70(9), 427\u2013439.","journal-title":"Annals of Telecommunications"},{"key":"2233_CR29","unstructured":"China social networking application\u00a0user behavior research report. China Internet network information center (2014) (in Chinese)."},{"key":"2233_CR30","unstructured":"Jin, Y., Duffield, N., Haffner, P., et al. (2011). Can\u2019t see forest through the trees. In\u00a0Proceedings of 9th workshop on mining and learning with graphs. San Diego, USA."},{"key":"2233_CR31","doi-asserted-by":"crossref","unstructured":"Schneider, F., Feldmann, A., Krishnamurthy, B., et al. (2009). Understanding online social network usage from a network perspective. In\u00a0Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference. Chicago, USA.","DOI":"10.1145\/1644893.1644899"},{"issue":"6","key":"2233_CR32","doi-asserted-by":"publisher","first-page":"e3117","DOI":"10.1002\/dac.3117","volume":"30","author":"S Zhang","year":"2017","unstructured":"Zhang, S., Zhao, Z., Guan, H., & Yang, H. (2017). A modified poisson distribution for smartphone background traffic in cellular networks. International Journal of Communication Systems, 30(6), e3117.","journal-title":"International Journal of Communication Systems"}],"container-title":["Wireless Networks"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11276-019-02233-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11276-019-02233-x\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11276-019-02233-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,7,3]],"date-time":"2021-07-03T06:28:35Z","timestamp":1625293715000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11276-019-02233-x"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,1,1]]},"references-count":32,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2021,7]]}},"alternative-id":["2233"],"URL":"https:\/\/doi.org\/10.1007\/s11276-019-02233-x","relation":{},"ISSN":["1022-0038","1572-8196"],"issn-type":[{"value":"1022-0038","type":"print"},{"value":"1572-8196","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,1,1]]},"assertion":[{"value":"1 January 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}