[1] [J]. CNNIC. http://www.cac.gov.cn/2019-08/30/c_1124938750.htm

[2] Huang S, Hu H[J]. Proceedings International Symposium on Multimedia Software Engineering, 411(2002).

[3] Abdous M, Yoshimura M[J]. Comput. Educ., 55, 733(2010).

[4] Cao M X[J]. Mod. Mark., (10), 82(2019).

[5] Lu Z, Xia H, Heo S, Wigdor D[J]. Proceedings of the 2018 CHI conference on human factors in computing systems, 1(2018).

[6] Yan M[J]. Southeast. Commun., (5), 66(2019).

[7] Dong D L[J]. Course Educ. Res., (41), 24(2019).

[8] Bao X[J]. Gov. Leg. Inst., (22), 51(2009).

[9] Guo B, Zhang H Y[J]. Inherit, (22), 18(2008).

[10] Borges A, Gomes P, Nacif J, Mantini R, Almeida J M, Campos S[J]. Comput. Commmun., 35, 1004(2012).

[11] Veloso E, Almeida V, Meira W, Bestavros A, Jin S[J]. Proceedings of the 2 nd ACM SIGCOMM Workshop on Internet measurment, 117(2002).

[12] Deng J, Cuadrado F, Tyson G, Uhlig S[J]. 2015 International Workshop on Network and Systems Support for Games NetGames, 1(2015).

[13] Haimson O L, Tang J C[J]. Proceedings of the 2017 CHI conference on human factors in computing systems, 48(2017).

[14] Jia A L, Shen S, Epema D H, Iosup A[J]. Acm T. Multim. Comput., 12, 47(2016).

[15] Bonald T, Massoulié L, Mathieu F, Perino D, Twigg A[J]. ACM SIGMETRICS Performance Evaluation Review, 325(2008).

[16] Chang H, Jamin S, Wang W[J]. Proceedings of the 9th ACM SIGCOMM conference on Internet measurement, 417(2009).

[17] Fallica B, Lu Y, Kuipers F, Kooij R, Mieghem P V[J]. The Second International Conference on Next Generation Mobile Applications, Services, and Technologies, 501(2008).

[18] Yang T W, Shih W Y, Huang J L, Ting W C, Liu P C[J]. Conference on Technologies and Applications of Artificial Intelligence, 188(2013).

[19] Liu Y W, Lin C Y, Huang J L[J]. 2015 IEEE International Conference on Consumer Electronics-Taiwan, 118(2015).

[20] Lin C Y, Chen H S[J]. Multimedia Tools Appl., 78, 1999(2019).

[21] Zhang L[J]. Mark. China, (Z2), 56(2019).

[22] Zhou Y Q[J]. M.S. Thesis(2018).

[23] Han D, Wang C, Yue H Y[J]. Beijing Hangkong Hangtian Daxue Xuebao, 5(2006).

[24] Pink D H[J]. When: The Scientific Secrets of Perfect Timing, 15-20(2019).

[25] Hines C B[J]. J. Cathol. Educ., 7, 390(2004).

[26] Bernard T, Giacomoni M, Gavarry O, Seymat M, Falgairette G[J]. Eur. J. Appl. Physiol. Occup. Physiol., 77, 133(1997).

[27] Chen X B, Zhang Z C[J]. Chin. J. Manage. Sci., (4), 44(2008).

[28] Kaytoue M, Silva A, , Raïssi C[J]. Proceedings of the 21st International Conference on World Wide Web, 1181(2012).

[29] Farrington D J, Muesch N M[J]. https://web.wpi.edu/Pubs/E-project/Available/E-project-031915-220004/unrestricted/Analysis_of_the_Characteristics_and_Content_of_Twitch.tv_Live-streaming.pdf

[30] Claypool M, Farrington D, Muesch N[J]. 2015 IEEE GamesEntertainment Media Conference (GEM), 1-77220(2015).

[31] Pires K, Simon G[J]. Proceedings of the 6th ACM multimedia systems conference, 225(2015).

[32] Zhu Z H, Yang Z, Dai Y F[J]. International Conference on Social Computing and Social Media, 274(2017).

[33] Wang X, Tian Y, Lan R, Yang W, Zhang X[J]. IEEE T. Circ. Syst. Vid., 29, 3454(2018).

[34] Peng S L, Wu N N, Zhao G Q[J]. AMM, 675–677, 1810(2014).

[35] Stohr D, Li T, Wilk S, Santini S, Effelsberg W[J]. 2015 IEEE 40 th Local Computer Networks Conference Workshops LCN Workshops, 673(2015).

[36] Newman M E J[J]. Contemp. Phys., 46, 323(2005).

[37] Li Z Y, Kaafar M A, Salamatian K, Xie G G[J]. IEEE Trans. Circuits. Syst. Video, 27, 2675(2016).

[38] Deng J, Tyson G, Cuadrado F, Uhlig S[J]. International Conference on Passive and Active Network Measurement, 60(2017).

[39] Yan H, Lin T H, Zeng M, Wu J, Huang J X, Li Y, Jin D P[J]. GLOBECOM 2017 : IEEE Global Communications Conference (GLOBECOM), 1(2017).

[40] Sripanidkulchai K, Maggs B, Zhang H[J]. Proceedings of the 4th ACM SIGCOMM Conference on Internet Measurement, 41(2004).

[41] Tang Y, Sun L, Luo J, Zhong Y[J]. 7th Pacific-Rim Conference on Multimedia, 175(2006).

[42] Nascimento G, Ribeiro M, Cerf L, Cesário N, Kaytoue M, Raïssi C, Vasconcelos T, Meira W[J]. 9th Latin American Web Congress, 1(2014).

[43] Zhao J, Ma M, Gong W, Zhang L, Zhu Y, Liu J[J]. 2017 IEEE/ACM 25 th International Symposium on Quality of Service IWQoS, 1(2017).

[44] Lan R H, Zhu G, Yang W, Tian Y, Zhu M[J]. Comput. Syst. Appl., 28, 69(2019).

[45] Poyane R[J]. Proceedings of the 22nd International Academic Mindtrek Conference, 262(2018).

[46] Nematzadeh A, Ciampaglia G L, Ahn Y Y, Flammini A[J]. R. Soc. Open Sci., 6, 191412(2016).

[47] Olejniczak J[J]. Redefining Community in Intercultural Context, 329(2018).

[48] Lan R H, Hu Y H, Zhu G, Tian Y, Zhu M[J]. Comput. Syst. Appl., 28, 219(2019).

[49] Zhang C, Liu J[J]. Proceedings of the 25 th ACM Workshop on Network and Operating Systems Support for Digital Audio and Video, 55(2015).

[50] Pires K, Simon G[J]. Proceedings of the 2014 Workshop on Design, Quality and Deployment of Adaptive Video Streaming, 13(2014).

[51] Arnett L, Netzorg R, Chaintreau A, Wu E[J]. Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems, LBW1211(2019).

[52] Netzorg R, Arnett L, Chaintreau A, Wu E[J]. arXiv:1812.03379 cs.SI(2018).

[53] Szabo G, Huberman B A[J]. Commun. ACM, 53, 80(2008).

[54] Clauset A, Newman M E J, Moore C[J]. Phys. Rev. E, 70, 6(2004).

[55] Churchill B C, Xu W[J]. 2016 IEEE International Conferences on Big data and Cloud Computing BDCloud,Social Computing and Networking SocialCom, Sustainable Computing and Communications SustainCom BDCloud-SocialCom-SustainCom, 223(2016).

[56] Smith T, Obrist M, Wright P[J]. Proceedings of the 11th European Conference on Interactive TV and Video, 131(2013).

[57] Lykousas N, Gómez V, Patsakis C[J]. 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining ASONAM, 375(2018).

[58] [J].

[59] Zhuang Q L, Zhou L[J]. J. News Res., 10, 32(2018).

[60] Newman M E J[J]. SIAM Rev., 45, 167(2003).