• Acta Physica Sinica
  • Vol. 69, Issue 16, 168901-1 (2020)
Zhong-Ming Han1、2、*, Sheng-Nan Li1, Chen-Ye Zheng1, Da-Gao Duan1, and Wei-Jie Yang1
Author Affiliations
  • 1College of Computer and Information Engineering, Beijing Technology and Business University, Beijing 100048, China
  • 2Beijing Key Laboratory of Food Safety Big Data Technology, Beijing Technology and Business University, Beijing 100048, China
  • show less
    DOI: 10.7498/aps.69.20191162 Cite this Article
    Zhong-Ming Han, Sheng-Nan Li, Chen-Ye Zheng, Da-Gao Duan, Wei-Jie Yang. Link prediction model based on dynamic network representation[J]. Acta Physica Sinica, 2020, 69(16): 168901-1 Copy Citation Text show less
    References

    [1] Borgatti S P, Mehra A, Brass D J, Labianca G[J]. Science, 323, 892(2009).

    [2] Senator T E[J]. SIGKDD Explor. Newsl., 7, 76(2005).

    [3] Newman M E[J]. Physical review E, 64, 025102(2001).

    [4] Adamic L A, Adar E[J]. Social Networks, 25, 211(2003).

    [5] Fouss F, Pirotte A, Renders J M, Saerens M[J]. IEEE Transactions on Knowledge and Data Engineering, 19, 355(2007).

    [6] Al Hasan M, Zaki M J[J]. Social Network Data Analytics, 243(2011).

    [7] Burges C J[J]. Data Mining and Knowledge Discovery, 2, 121(1998).

    [8] Freno A, Garriga G, Keller M[J]. Proceedings of the 25th Neural Information Processing Systems Workshop on Choice Models and Preference Learning, 1(2011).

    [9] Hoseini E, Hashemi S, Hamzeh A[J]. Proceedings of the 26th International Conference on Advanced Information Networking and Applications Workshops, 795(2012).

    [10] Xu Z, Pu C, Sharafat R R, Li L, Yang J[J]. Chin. Phys. B, 26, 018902(2017).

    [11] Lai D R, Shu X, Nardini C[J]. Chin. Phys. B, 26, 038902(2017).

    [12] Kovacs I A, Luck K, Spirohn K, Wang Y, Pollis C, Schlabach S, Bian W T, Kim D K, Kishore N, Hao T, Calderwood M A, Vidal M, Barabasi A L[J]. Nat. Commun., 10, 1240(2019).

    [13] Pech R, Hao D, Lee Y L, Yuan Y, Zhou T[J]. Physica A: Statistical Mechanics and its Applications, 528, 121319(2019).

    [14] Zhang M H, Chen Y X[J]. Proceedings of the 32nd Advances in Neural Information Processing Systems, 5165(2018).

    [15] Scarselli F, Gori M, Tsoi A C, Hagenbuchner M, Monfardini G[J]. IEEE Transactions on Neural Networks, 20, 61(2008).

    [16] Ostapuk N, Yang J, Cudré-Mauroux P[J]. Proceedings of the 28th The World Wide Web Conference, 1398(2019).

    [17] Gal Y, Islam R, Ghahramani Z[J]. Proceedings of the 34th International Conference on Machine Learning, 1183(2017).

    [18] Gal Y, Ghahramani Z[J]. Proceedings of the 33rd International Conference on Machine Learning, 1050(2016).

    [19] Finn C, Abbeel P, Levine S[J]. Proceedings of the 34th International Conference on Machine Learning, 1126(2017).

    [20] Cui P, Wang X, Pei J, Zhu W W[J]. IEEE Transactions on Knowledge and Data Engineering, 31, 833(2018).

    [21] Perozzi B, Al-Rfou R, Skiena S[J]. Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining, 701(2014).

    [22] Tang J, Qu M, Wang M Z, Zhang M, Yan J, Mei Q Z[J]. Proceedings of the 24th international conference on world wide web, 1067(2015).

    [23] Grover A, Leskovec J[J]. Proceedings of the 22nd ACM SIGKDD international conference on Knowledge discovery and data mining, 855(2016).

    [24] Wang D X, Cui P, Zhu W W[J]. Proceedings of the 22nd ACM SIGKDD international conference on Knowledge discovery and data mining, 1225(2016).

    [25] Kipf T N, Welling M[J]. arXiv: 1609.02907 cs.LG(2016).

    [26] Will H, Ying Z T, Jure L[J]. Proceedings of the 31st Conference and Workshop on Neural Information Processing Systems, 1024(2017).

    [27] Schaub M T, Delvenne J-C, Lambiotte R, Barahona M[J]. Physical Review E, 99, 062308(2019).

    [28] Srijan Kumar, Zhang X K, Jure Leskovec[J]. arXiv:1812.02289 cs.SI(2018).

    [29] LI Z Y, Liang X, Xu Z M, Qi J S, Chen Y F[J]. Chinese Journal of Computers, 40, 805(2017).

    [30] Goyal P, Kamra N, He X R, Liu Y[J]. arXiv:  1805.11273 cs.SI(2018).

    [31] Chen J Y, Zhang J, Xu X H, Fu C B, Zhang D, Zhang Q P, Xuan Q[J]. IEEE T SYST MAN CY-S1, 49, 1(2019).

    [32] Hochreiter S, Schmidhuber J[J]. Neural computation, 9, 1735(1997).

    [33] Li T S, Zhang J W, Yu P S, Zhang Y, Yan Y H[J]. IEEE Access, 6, 29219(2018).

    [34] Dey R, Salemt F M[J]. Proceedings of the 60th International Midwest Symposium on Circuits and Systems MWSCAS, 1597(2017).

    [35] [J].

    [36] Goodfellow I J, Pouget-Abadie J, Mirza M, Bing X, Warde-Farley D, Ozair S, Courville A, Bengio Y[J]. Proceedings of the 28th Conference on Neural Information Processing Systems, 2672(2014).

    [37] Chang S Y, Zhang Y, Tang J L, Yin D W, Chang Y, Hasegawa-Johnson M A, Huang T S[J]. Proceedings of the 26th International Conference on World Wide Web, 381(2017).

    [38] Opsahl T, Panzarasa P[J]. Social Networks, 31, 155(2009).

    [39] Sun J, Kunegis J, Staab S[J]. Proceedings of the 16th International Conference on Data Mining Workshops, 128(2016).

    [40] Klimt B, Yang Y M[J]. Proceedings of the 15th European Conference on Machine Learning, 3201(2004).

    Zhong-Ming Han, Sheng-Nan Li, Chen-Ye Zheng, Da-Gao Duan, Wei-Jie Yang. Link prediction model based on dynamic network representation[J]. Acta Physica Sinica, 2020, 69(16): 168901-1
    Download Citation