{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,28]],"date-time":"2026-04-28T01:12:20Z","timestamp":1777338740507,"version":"3.51.4"},"publisher-location":"New York, NY, USA","reference-count":65,"publisher":"ACM","license":[{"start":{"date-parts":[[2021,4,19]],"date-time":"2021-04-19T00:00:00Z","timestamp":1618790400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2021,4,19]]},"DOI":"10.1145\/3442381.3449849","type":"proceedings-article","created":{"date-parts":[[2021,6,3]],"date-time":"2021-06-03T19:37:45Z","timestamp":1622749065000},"page":"3146-3157","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":32,"title":["Predicting Customer Value with Social Relationships via Motif-based Graph Attention Networks"],"prefix":"10.1145","author":[{"given":"Jinghua","family":"Piao","sequence":"first","affiliation":[{"name":"Beijing National Research Center for Information Science and Technology (BNRist), Department of Electronic Engineering, Tsinghua University, China"}]},{"given":"Guozhen","family":"Zhang","sequence":"additional","affiliation":[{"name":"Beijing National Research Center for Information Science and Technology (BNRist), Department of Electronic Engineering, Tsinghua University, China"}]},{"given":"Fengli","family":"Xu","sequence":"additional","affiliation":[{"name":"Beijing National Research Center for Information Science and Technology (BNRist), Department of Electronic Engineering, Tsinghua University, China"}]},{"given":"Zhilong","family":"Chen","sequence":"additional","affiliation":[{"name":"Beijing National Research Center for Information Science and Technology (BNRist), Department of Electronic Engineering, Tsinghua University, China"}]},{"given":"Yong","family":"Li","sequence":"additional","affiliation":[{"name":"Beijing National Research Center for Information Science and Technology (BNRist), Department of Electronic Engineering, Tsinghua University, China"}]}],"member":"320","published-online":{"date-parts":[[2021,6,3]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"crossref","unstructured":"Eman Aboelhamd Hamed Shamma and Mohamed Saleh. 2020. Dynamic Programming Models for Maximizing Customer Lifetime Value: An Overview. 419\u2013445.  Eman Aboelhamd Hamed Shamma and Mohamed Saleh. 2020. Dynamic Programming Models for Maximizing Customer Lifetime Value: An Overview. 419\u2013445.","DOI":"10.1007\/978-3-030-29516-5_34"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/1401890.1401897"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/1401890.1401897"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.0908800106"},{"key":"e_1_3_2_1_5_1","unstructured":"Qing Bao W. Cheung and J. Liu. 2016. Inferring Motif-Based Diffusion Models for Social Networks. In IJCAI.  Qing Bao W. Cheung and J. Liu. 2016. Inferring Motif-Based Diffusion Models for Social Networks. In IJCAI."},{"key":"e_1_3_2_1_6_1","volume-title":"CoRR cs.DS\/0310049 (10","author":"Batagelj Vladimir","year":"2003","unstructured":"Vladimir Batagelj and Matja\u017e Zaver\u0161nik . 2003. An O(m) Algorithm for Cores Decomposition of Networks . CoRR cs.DS\/0310049 (10 2003 ). Vladimir Batagelj and Matja\u017e Zaver\u0161nik. 2003. An O(m) Algorithm for Cores Decomposition of Networks. CoRR cs.DS\/0310049 (10 2003)."},{"key":"e_1_3_2_1_7_1","volume-title":"Higher-order organization of complex networks. Science 353, 6295","author":"Benson R.","year":"2016","unstructured":"Austin\u00a0 R. Benson , David\u00a0 F. Gleich , and Jure Leskovec . 2016. Higher-order organization of complex networks. Science 353, 6295 ( 2016 ), 163\u2013166. Austin\u00a0R. Benson, David\u00a0F. Gleich, and Jure Leskovec. 2016. Higher-order organization of complex networks. Science 353, 6295 (2016), 163\u2013166."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"crossref","unstructured":"Leonard Berkowitz and Richard\u00a0M Lundy. 1957. Personality characteristics related to susceptibility to influence by peers or authority figures.Journal of Personality(1957).  Leonard Berkowitz and Richard\u00a0M Lundy. 1957. Personality characteristics related to susceptibility to influence by peers or authority figures.Journal of Personality(1957).","DOI":"10.1111\/j.1467-6494.1957.tb01529.x"},{"key":"e_1_3_2_1_9_1","volume-title":"Manage marketing by the customer equity test. Harvard business review 74, 4","author":"Blattberg C","year":"1996","unstructured":"Robert\u00a0 C Blattberg , John Deighton , 1996. Manage marketing by the customer equity test. Harvard business review 74, 4 ( 1996 ), 136. Robert\u00a0C Blattberg, John Deighton, 1996. Manage marketing by the customer equity test. Harvard business review 74, 4 (1996), 136."},{"key":"e_1_3_2_1_10_1","volume-title":"Network analysis in the social sciences. science 323, 5916","author":"Borgatti P","year":"2009","unstructured":"Stephen\u00a0 P Borgatti , Ajay Mehra , Daniel\u00a0 J Brass , and Giuseppe Labianca . 2009. Network analysis in the social sciences. science 323, 5916 ( 2009 ), 892\u2013895. Stephen\u00a0P Borgatti, Ajay Mehra, Daniel\u00a0J Brass, and Giuseppe Labianca. 2009. Network analysis in the social sciences. science 323, 5916 (2009), 892\u2013895."},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.1070.0746"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0090-2616(96)90006-6"},{"key":"e_1_3_2_1_13_1","unstructured":"Hancheng Cao Zhilong Chen Mengjie Cheng Shuling Zhao Tao Wang and Yong Li. 2020. You Recommend I Buy: How and Why People Engage in Instant Messaging Based Social Commerce. arXiv preprint arXiv:2011.00191(2020).  Hancheng Cao Zhilong Chen Mengjie Cheng Shuling Zhao Tao Wang and Yong Li. 2020. You Recommend I Buy: How and Why People Engage in Instant Messaging Based Social Commerce. arXiv preprint arXiv:2011.00191(2020)."},{"key":"e_1_3_2_1_14_1","volume-title":"Proceedings of the International AAAI Conference on Web and Social Media, Vol.\u00a014","author":"Cao Hancheng","year":"2020","unstructured":"Hancheng Cao , Zhilong Chen , Fengli Xu , Tao Wang , Yujian Xu , Lianglun Zhang , and Yong Li . 2020 . When Your Friends Become Sellers: An Empirical Study of Social Commerce Site Beidian . In Proceedings of the International AAAI Conference on Web and Social Media, Vol.\u00a014 . 83\u201394. Hancheng Cao, Zhilong Chen, Fengli Xu, Tao Wang, Yujian Xu, Lianglun Zhang, and Yong Li. 2020. When Your Friends Become Sellers: An Empirical Study of Social Commerce Site Beidian. In Proceedings of the International AAAI Conference on Web and Social Media, Vol.\u00a014. 83\u201394."},{"key":"e_1_3_2_1_15_1","volume-title":"Modeling Customer Lifetime Value, Retention, and Churn","author":"Cast\u00e9ran Herbert","unstructured":"Herbert Cast\u00e9ran , Lars Meyer-Waarden , and Werner Reinartz . 2017. Modeling Customer Lifetime Value, Retention, and Churn . Springer International Publishing , Cham , 1\u201333. Herbert Cast\u00e9ran, Lars Meyer-Waarden, and Werner Reinartz. 2017. Modeling Customer Lifetime Value, Retention, and Churn. Springer International Publishing, Cham, 1\u201333."},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"crossref","unstructured":"Damon Centola. 2018. How Behavior Spreads: The Science of Complex Contagions.  Damon Centola. 2018. How Behavior Spreads: The Science of Complex Contagions.","DOI":"10.23943\/9781400890095"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/3097983.3098123"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/3298689.3346953"},{"key":"e_1_3_2_1_19_1","volume-title":"Customer Lifetime Value in Video Games Using Deep Learning and Parametric Models. In 2018 IEEE International Conference on Big Data (Big Data). 2134\u20132140","author":"Chen Pei\u00a0Pei","year":"2018","unstructured":"Pei\u00a0Pei Chen , Anna Guitart , Ana\u00a0Fern\u00e1ndez del R\u00edo , and Africa Peri\u00e1nez . 2018 . Customer Lifetime Value in Video Games Using Deep Learning and Parametric Models. In 2018 IEEE International Conference on Big Data (Big Data). 2134\u20132140 . Pei\u00a0Pei Chen, Anna Guitart, Ana\u00a0Fern\u00e1ndez del R\u00edo, and Africa Peri\u00e1nez. 2018. Customer Lifetime Value in Video Games Using Deep Learning and Parametric Models. In 2018 IEEE International Conference on Big Data (Big Data). 2134\u20132140."},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/3415185"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1002\/mar.10076"},{"key":"e_1_3_2_1_22_1","unstructured":"Junyoung Chung Caglar Gulcehre KyungHyun Cho and Yoshua Bengio. 2014. Empirical evaluation of gated recurrent neural networks on sequence modeling. arXiv preprint arXiv:1412.3555(2014).  Junyoung Chung Caglar Gulcehre KyungHyun Cho and Yoshua Bengio. 2014. Empirical evaluation of gated recurrent neural networks on sequence modeling. arXiv preprint arXiv:1412.3555(2014)."},{"key":"e_1_3_2_1_23_1","unstructured":"Harris Drucker Christopher\u00a0JC Burges Linda Kaufman Alex\u00a0J Smola and Vladimir Vapnik. 1997. Support vector regression machines. In Advances in neural information processing systems. 155\u2013161.  Harris Drucker Christopher\u00a0JC Burges Linda Kaufman Alex\u00a0J Smola and Vladimir Vapnik. 1997. Support vector regression machines. In Advances in neural information processing systems. 155\u2013161."},{"key":"e_1_3_2_1_24_1","volume-title":"Economic action and social structure: The problem of embeddedness. American journal of sociology 91, 3","author":"Granovetter Mark","year":"1985","unstructured":"Mark Granovetter . 1985. Economic action and social structure: The problem of embeddedness. American journal of sociology 91, 3 ( 1985 ), 481\u2013510. Mark Granovetter. 1985. Economic action and social structure: The problem of embeddedness. American journal of sociology 91, 3 (1985), 481\u2013510."},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1086\/225469"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1177\/1094670506293810"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbusres.2016.10.004"},{"key":"e_1_3_2_1_28_1","volume-title":"Holland and Samuel Leinhardt","author":"W.","year":"1977","unstructured":"Paul\u00a0 W. Holland and Samuel Leinhardt . 1977 . A Method for Detecting Structure in Sociometric Data. In Social Networks, Samuel Leinhardt (Ed.). Academic Press , 411 \u2013 432. Paul\u00a0W. Holland and Samuel Leinhardt. 1977. A Method for Detecting Structure in Sociometric Data. In Social Networks, Samuel Leinhardt (Ed.). Academic Press, 411 \u2013 432."},{"key":"e_1_3_2_1_29_1","volume-title":"Proceedings of the 31st International Conference on Neural Information Processing Systems","author":"Ke Guolin","year":"2017","unstructured":"Guolin Ke , Qi Meng , Thomas Finley , Taifeng Wang , Wei Chen , Weidong Ma , Qiwei Ye , and Tie-Yan Liu . 2017 . LightGBM: A Highly Efficient Gradient Boosting Decision Tree . In Proceedings of the 31st International Conference on Neural Information Processing Systems ( Long Beach, California, USA) (NIPS\u201917). Curran Associates Inc., Red Hook, NY, USA, 3149\u20133157. Guolin Ke, Qi Meng, Thomas Finley, Taifeng Wang, Wei Chen, Weidong Ma, Qiwei Ye, and Tie-Yan Liu. 2017. LightGBM: A Highly Efficient Gradient Boosting Decision Tree. In Proceedings of the 31st International Conference on Neural Information Processing Systems (Long Beach, California, USA) (NIPS\u201917). Curran Associates Inc., Red Hook, NY, USA, 3149\u20133157."},{"key":"e_1_3_2_1_30_1","volume-title":"Semi-Supervised Classification with Graph Convolutional Networks. In International Conference on Learning Representations (ICLR).","author":"N.","unstructured":"Thomas\u00a0 N. Kipf and Max Welling. 2017 . Semi-Supervised Classification with Graph Convolutional Networks. In International Conference on Learning Representations (ICLR). Thomas\u00a0N. Kipf and Max Welling. 2017. Semi-Supervised Classification with Graph Convolutional Networks. In International Conference on Learning Representations (ICLR)."},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1145\/324133.324140"},{"key":"e_1_3_2_1_32_1","volume-title":"Empirical Analysis of an Evolving Social Network. Science 311, 5757","author":"Kossinets Gueorgi","year":"2006","unstructured":"Gueorgi Kossinets and Duncan\u00a0 J. Watts . 2006. Empirical Analysis of an Evolving Social Network. Science 311, 5757 ( 2006 ), 88\u201390. Gueorgi Kossinets and Duncan\u00a0J. Watts. 2006. Empirical Analysis of an Evolving Social Network. Science 311, 5757 (2006), 88\u201390."},{"key":"e_1_3_2_1_33_1","volume-title":"Customer Lifetime Value: The Path to Profitability","author":"Kumar Vijaya","unstructured":"Vijaya Kumar . 2008. Customer Lifetime Value: The Path to Profitability . Now Publishers . Vijaya Kumar. 2008. Customer Lifetime Value: The Path to Profitability. Now Publishers."},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1145\/3357384.3357880"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00936"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330736"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1016\/0169-2070(93)90079-3"},{"key":"e_1_3_2_1_38_1","volume-title":"Network Motifs: Simple Building Blocks of Complex Networks. Science 298, 5594","author":"Milo Ron","year":"2002","unstructured":"Ron Milo , Shai Shen-Orr , Shalev Itzkovitz , Nadav Kashtan , Dmitri Chklovskii , and Uri Alon . 2002 . Network Motifs: Simple Building Blocks of Complex Networks. Science 298, 5594 (2002), 824\u2013827. Ron Milo, Shai Shen-Orr, Shalev Itzkovitz, Nadav Kashtan, Dmitri Chklovskii, and Uri Alon. 2002. Network Motifs: Simple Building Blocks of Complex Networks. Science 298, 5594 (2002), 824\u2013827."},{"key":"e_1_3_2_1_39_1","volume-title":"Affiliation with antisocial peers, susceptibility to peer influence, and antisocial behavior during the transition to adulthood.Developmental psychology 45, 6","author":"Monahan C","year":"2009","unstructured":"Kathryn\u00a0 C Monahan , Laurence Steinberg , and Elizabeth Cauffman . 2009. Affiliation with antisocial peers, susceptibility to peer influence, and antisocial behavior during the transition to adulthood.Developmental psychology 45, 6 ( 2009 ), 1520. Kathryn\u00a0C Monahan, Laurence Steinberg, and Elizabeth Cauffman. 2009. Affiliation with antisocial peers, susceptibility to peer influence, and antisocial behavior during the transition to adulthood.Developmental psychology 45, 6 (2009), 1520."},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1109\/DSW.2018.8439897"},{"key":"e_1_3_2_1_41_1","series-title":"SIAM review 45, 2","volume-title":"The structure and function of complex networks","author":"Newman EJ","year":"2003","unstructured":"Mark\u00a0 EJ Newman . 2003. The structure and function of complex networks . SIAM review 45, 2 ( 2003 ), 167\u2013256. Mark\u00a0EJ Newman. 2003. The structure and function of complex networks. SIAM review 45, 2 (2003), 167\u2013256."},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.2753\/JEC1086-4415160203"},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1145\/2623330.2623732"},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1145\/3110025.3110086"},{"key":"e_1_3_2_1_46_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pbio.0030343"},{"key":"e_1_3_2_1_47_1","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3220077"},{"key":"e_1_3_2_1_48_1","doi-asserted-by":"crossref","unstructured":"Ryan\u00a0A. Rossi Nesreen\u00a0K. Ahmed and Eunyee Koh. 2018. Higher-Order Network Representation Learning. In Companion Proceedings of the The Web Conference 2018 (Lyon France) (WWW \u201918). International World Wide Web Conferences Steering Committee Republic and Canton of Geneva CHE 3\u20134.  Ryan\u00a0A. Rossi Nesreen\u00a0K. Ahmed and Eunyee Koh. 2018. Higher-Order Network Representation Learning. In Companion Proceedings of the The Web Conference 2018 (Lyon France) (WWW \u201918). International World Wide Web Conferences Steering Committee Republic and Canton of Geneva CHE 3\u20134.","DOI":"10.1145\/3184558.3186900"},{"key":"e_1_3_2_1_49_1","doi-asserted-by":"crossref","unstructured":"Ryan\u00a0A. Rossi Rong Zhou and Nesreen\u00a0K. Ahmed. 2018. Deep Inductive Network Representation Learning. In Companion Proceedings of the The Web Conference 2018 (Lyon France) (WWW \u201918). International World Wide Web Conferences Steering Committee Republic and Canton of Geneva CHE 953\u2013960.  Ryan\u00a0A. Rossi Rong Zhou and Nesreen\u00a0K. Ahmed. 2018. Deep Inductive Network Representation Learning. In Companion Proceedings of the The Web Conference 2018 (Lyon France) (WWW \u201918). International World Wide Web Conferences Steering Committee Republic and Canton of Geneva CHE 953\u2013960.","DOI":"10.1145\/3184558.3191524"},{"key":"e_1_3_2_1_50_1","unstructured":"J.\u00a0Dan Rothwell. 1999. In the Company of Others: An Introduction to Communication. McGraw-Hill Higher Education.  J.\u00a0Dan Rothwell. 1999. In the Company of Others: An Introduction to Communication. McGraw-Hill Higher Education."},{"key":"e_1_3_2_1_51_1","doi-asserted-by":"publisher","DOI":"10.1145\/3341161.3342859"},{"key":"e_1_3_2_1_52_1","doi-asserted-by":"publisher","DOI":"10.1145\/2124295.2124309"},{"key":"e_1_3_2_1_53_1","doi-asserted-by":"publisher","DOI":"10.1145\/2339530.2339574"},{"key":"e_1_3_2_1_54_1","doi-asserted-by":"publisher","DOI":"10.1145\/2736277.2741093"},{"key":"e_1_3_2_1_55_1","volume-title":"Medical innovation revisited: Social contagion versus marketing effort. American journal of sociology 106, 5","author":"Bulte Christophe Van\u00a0den","year":"2001","unstructured":"Christophe Van\u00a0den Bulte and Gary\u00a0 L Lilien . 2001. Medical innovation revisited: Social contagion versus marketing effort. American journal of sociology 106, 5 ( 2001 ), 1409\u20131435. Christophe Van\u00a0den Bulte and Gary\u00a0L Lilien. 2001. Medical innovation revisited: Social contagion versus marketing effort. American journal of sociology 106, 5 (2001), 1409\u20131435."},{"key":"e_1_3_2_1_56_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939693"},{"key":"e_1_3_2_1_57_1","volume-title":"Graph Attention Networks. In International Conference on Learning Representations.","author":"Veli\u010dkovi\u0107 Petar","year":"2018","unstructured":"Petar Veli\u010dkovi\u0107 , Guillem Cucurull , Arantxa Casanova , Adriana Romero , Pietro Li\u00f2 , and Yoshua Bengio . 2018 . Graph Attention Networks. In International Conference on Learning Representations. Petar Veli\u010dkovi\u0107, Guillem Cucurull, Arantxa Casanova, Adriana Romero, Pietro Li\u00f2, and Yoshua Bengio. 2018. Graph Attention Networks. In International Conference on Learning Representations."},{"key":"e_1_3_2_1_58_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.intmar.2010.02.009"},{"key":"e_1_3_2_1_59_1","volume-title":"Collective dynamics of \u2018small-world\u2019networks. nature 393, 6684","author":"Watts J","year":"1998","unstructured":"Duncan\u00a0 J Watts and Steven\u00a0 H Strogatz . 1998. Collective dynamics of \u2018small-world\u2019networks. nature 393, 6684 ( 1998 ), 440. Duncan\u00a0J Watts and Steven\u00a0H Strogatz. 1998. Collective dynamics of \u2018small-world\u2019networks. nature 393, 6684 (1998), 440."},{"key":"e_1_3_2_1_60_1","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.2978386"},{"key":"e_1_3_2_1_61_1","doi-asserted-by":"publisher","DOI":"10.1145\/3359167"},{"key":"e_1_3_2_1_62_1","doi-asserted-by":"publisher","DOI":"10.1145\/3357384.3357924"},{"key":"e_1_3_2_1_63_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1721438116"},{"key":"e_1_3_2_1_64_1","volume-title":"Program Loyalty, and Brand Loyalty","author":"Yi Youjae","year":"2003","unstructured":"Youjae Yi and Hoseong Jeon . 2003. Effects of Loyalty Programs on Value Perception , Program Loyalty, and Brand Loyalty . Journal of The Academy of Marketing Science - J ACAD MARK SCI 31 (06 2003 ). Youjae Yi and Hoseong Jeon. 2003. Effects of Loyalty Programs on Value Perception, Program Loyalty, and Brand Loyalty. Journal of The Academy of Marketing Science - J ACAD MARK SCI 31 (06 2003)."},{"key":"e_1_3_2_1_65_1","unstructured":"Bing Yu Haoteng Yin and Zhanxing Zhu. 2017. Spatio-temporal graph convolutional networks: A deep learning framework for traffic forecasting. arXiv preprint arXiv:1709.04875(2017).  Bing Yu Haoteng Yin and Zhanxing Zhu. 2017. Spatio-temporal graph convolutional networks: A deep learning framework for traffic forecasting. arXiv preprint arXiv:1709.04875(2017)."},{"key":"e_1_3_2_1_66_1","unstructured":"Jie Zhou Ganqu Cui Zhengyan Zhang Cheng Yang Zhiyuan Liu Lifeng Wang Changcheng Li and Maosong Sun. 2018. Graph Neural Networks: A Review of Methods and Applications. arxiv:1812.08434\u00a0[cs.LG]  Jie Zhou Ganqu Cui Zhengyan Zhang Cheng Yang Zhiyuan Liu Lifeng Wang Changcheng Li and Maosong Sun. 2018. Graph Neural Networks: A Review of Methods and Applications. arxiv:1812.08434\u00a0[cs.LG]"}],"event":{"name":"WWW '21: The Web Conference 2021","location":"Ljubljana Slovenia","acronym":"WWW '21","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web"]},"container-title":["Proceedings of the Web Conference 2021"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3442381.3449849","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3442381.3449849","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T21:24:22Z","timestamp":1750195462000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3442381.3449849"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,4,19]]},"references-count":65,"alternative-id":["10.1145\/3442381.3449849","10.1145\/3442381"],"URL":"https:\/\/doi.org\/10.1145\/3442381.3449849","relation":{},"subject":[],"published":{"date-parts":[[2021,4,19]]},"assertion":[{"value":"2021-06-03","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}