{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,17]],"date-time":"2026-04-17T02:52:38Z","timestamp":1776394358912,"version":"3.51.2"},"publisher-location":"New York, NY, USA","reference-count":64,"publisher":"ACM","license":[{"start":{"date-parts":[[2019,1,30]],"date-time":"2019-01-30T00:00:00Z","timestamp":1548806400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"New Energy and Industrial Technology Development Organization"},{"name":"JSPS Grant-in-Aid for Scientific Research(B)","award":["17H01785"],"award-info":[{"award-number":["17H01785"]}]},{"name":"JST CREST","award":["JPMJCR1687"],"award-info":[{"award-number":["JPMJCR1687"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2019,1,30]]},"DOI":"10.1145\/3289600.3291029","type":"proceedings-article","created":{"date-parts":[[2019,3,11]],"date-time":"2019-03-11T12:33:01Z","timestamp":1552307581000},"page":"375-383","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":40,"title":["A General View for Network Embedding as Matrix Factorization"],"prefix":"10.1145","author":[{"given":"Xin","family":"Liu","sequence":"first","affiliation":[{"name":"National Institute of Advanced Industrial Science and Technology, Tokyo, Japan"}]},{"given":"Tsuyoshi","family":"Murata","sequence":"additional","affiliation":[{"name":"Tokyo Institute of Technology, Tokyo, Japan"}]},{"given":"Kyoung-Sook","family":"Kim","sequence":"additional","affiliation":[{"name":"National Institute of Advanced Industrial Science and Technology, Tokyo, Japan"}]},{"given":"Chatchawan","family":"Kotarasu","sequence":"additional","affiliation":[{"name":"Mahidol University, Bangkok, Thailand"}]},{"given":"Chenyi","family":"Zhuang","sequence":"additional","affiliation":[{"name":"National Institute of Advanced Industrial Science and Technology, Tokyo, Japan"}]}],"member":"320","published-online":{"date-parts":[[2019,1,30]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/2488388.2488393"},{"key":"e_1_3_2_1_2_1","volume-title":"Advances in Neural Information Processing Systems.","author":"Belkin Mikhail","unstructured":"Mikhail Belkin and Partha Niyogi . 2002. Laplacian eigenmaps and spectral techniques for embedding and clustering . In Advances in Neural Information Processing Systems. Vol. 14 . 585--591. Mikhail Belkin and Partha Niyogi. 2002. Laplacian eigenmaps and spectral techniques for embedding and clustering. In Advances in Neural Information Processing Systems. Vol. 14. 585--591."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2018.2807452"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/2806416.2806512"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.5555\/3015812.3015982"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/3132847.3132925"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/2783258.2783296"},{"key":"e_1_3_2_1_8_1","volume-title":"Jelena Kovavc evi\u0107, and Christos Faloutsos","author":"Chen Siheng","year":"2017","unstructured":"Siheng Chen , Sufeng Niu , Leman Akoglu , Jelena Kovavc evi\u0107, and Christos Faloutsos . 2017 . Fast, warped graph embedding: Unifying framework and one-click algorithm. arXiv preprint arXiv:1702.05764 (2017). Siheng Chen, Sufeng Niu, Leman Akoglu, Jelena Kovavc evi\u0107, and Christos Faloutsos. 2017. Fast, warped graph embedding: Unifying framework and one-click algorithm. arXiv preprint arXiv:1702.05764 (2017)."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/3097983.3098106"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2018.00022"},{"key":"e_1_3_2_1_11_1","volume-title":"A survey on network embedding","author":"Cui Peng","year":"2018","unstructured":"Peng Cui , Xiao Wang , Jian Pei , and Wenwu Zhu . 2018. A survey on network embedding . IEEE Transactions on Knowledge and Data Engineering ( 2018 ). Peng Cui, Xiao Wang, Jian Pei, and Wenwu Zhu. 2018. A survey on network embedding. IEEE Transactions on Knowledge and Data Engineering (2018)."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11865"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/3097983.3098036"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11256"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2018.03.022"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939754"},{"key":"e_1_3_2_1_17_1","volume-title":"Proceedings of NIPS . 1025--1035","author":"Hamilton William L","year":"2017","unstructured":"William L Hamilton , Rex Ying , and Jure Leskovec . 2017 a. Inductive representation learning on large graphs . In Proceedings of NIPS . 1025--1035 . William L Hamilton, Rex Ying, and Jure Leskovec. 2017a. Inductive representation learning on large graphs. In Proceedings of NIPS . 1025--1035."},{"key":"e_1_3_2_1_18_1","first-page":"52","article-title":"Representation learning on graphs: methods and applications","volume":"40","author":"Hamilton William L","year":"2017","unstructured":"William L Hamilton , Rex Ying , and Jure Leskovec . 2017 b. Representation learning on graphs: methods and applications . IEEE Data Engineering Bulletin , Vol. 40 (2017), 52 -- 74 . William L Hamilton, Rex Ying, and Jure Leskovec. 2017b. Representation learning on graphs: methods and applications. IEEE Data Engineering Bulletin, Vol. 40 (2017), 52--74.","journal-title":"IEEE Data Engineering Bulletin"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/3018661.3018667"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/2556195.2556225"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/775047.775126"},{"key":"e_1_3_2_1_22_1","volume-title":"Proceedings of ICLR .","author":"Kipf Thomas N","year":"2017","unstructured":"Thomas N Kipf and Max Welling . 2017 . Semi-supervised classification with graph convolutional networks . In Proceedings of ICLR . Thomas N Kipf and Max Welling. 2017. Semi-supervised classification with graph convolutional networks. In Proceedings of ICLR ."},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.73.026120"},{"key":"e_1_3_2_1_24_1","volume-title":"Proceedings of NIPS . 2177--2185","author":"Levy Omer","year":"2014","unstructured":"Omer Levy and Yoav Goldberg . 2014 . Neural word embedding as implicit matrix factorization . In Proceedings of NIPS . 2177--2185 . Omer Levy and Yoav Goldberg. 2014. Neural word embedding as implicit matrix factorization. In Proceedings of NIPS . 2177--2185."},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/3132847.3132919"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.5555\/1241540.1241551"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-97304-3_33"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/3227609.3227673"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.physa.2010.11.027"},{"key":"e_1_3_2_1_30_1","volume-title":"Proceedings of ICML. 553--560","author":"Luo Dijun","year":"2011","unstructured":"Dijun Luo , Chris Ding , Feiping Nie , and Heng Huang . 2011 . Cauchy graph embedding . In Proceedings of ICML. 553--560 . Dijun Luo, Chris Ding, Feiping Nie, and Heng Huang. 2011. Cauchy graph embedding. In Proceedings of ICML. 553--560."},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1145\/3132847.3132900"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11271"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/3159652.3159680"},{"key":"e_1_3_2_1_34_1","volume-title":"Proceedings of NIPS. 3111--3119","author":"Mikolov Tomas","year":"2013","unstructured":"Tomas Mikolov , Ilya Sutskever , Kai Chen , Greg Corrado , and Jeffrey Dean . 2013 . Distributed representations of words and phrases and their compositionality . In Proceedings of NIPS. 3111--3119 . Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean. 2013. Distributed representations of words and phrases and their compositionality. In Proceedings of NIPS. 3111--3119."},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939751"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1145\/2623330.2623732"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1145\/3159652.3159706"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1145\/3132847.3133021"},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1145\/3097983.3098061"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1126\/science.290.5500.2323"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1145\/2783258.2783307"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1145\/2736277.2741093"},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1145\/1557019.1557109"},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1145\/1645953.1646094"},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-010-0210-x"},{"key":"e_1_3_2_1_46_1","doi-asserted-by":"publisher","DOI":"10.1126\/science.290.5500.2319"},{"key":"e_1_3_2_1_47_1","doi-asserted-by":"publisher","DOI":"10.1145\/3178876.3186120"},{"key":"e_1_3_2_1_48_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P17-1158"},{"key":"e_1_3_2_1_49_1","volume-title":"Proceedings of IJCAI . 3889--3895","author":"Tu Cunchao","year":"2016","unstructured":"Cunchao Tu , Weicheng Zhang , Zhiyuan Liu , and Maosong Sun . 2016 . Max-margin DeepWalk: discriminative learning of network representation . In Proceedings of IJCAI . 3889--3895 . Cunchao Tu, Weicheng Zhang, Zhiyuan Liu, and Maosong Sun. 2016. Max-margin DeepWalk: discriminative learning of network representation. In Proceedings of IJCAI . 3889--3895."},{"key":"e_1_3_2_1_50_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11266"},{"key":"e_1_3_2_1_51_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939753"},{"key":"e_1_3_2_1_52_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11872"},{"key":"e_1_3_2_1_53_1","doi-asserted-by":"publisher","DOI":"10.1145\/3159652.3159666"},{"key":"e_1_3_2_1_54_1","doi-asserted-by":"publisher","DOI":"10.1145\/3132847.3132905"},{"key":"e_1_3_2_1_55_1","doi-asserted-by":"publisher","DOI":"10.5555\/3298239.3298270"},{"key":"e_1_3_2_1_56_1","doi-asserted-by":"publisher","DOI":"10.1145\/3178876.3186114"},{"key":"e_1_3_2_1_57_1","volume-title":"Proceedings of IJCAI . 2111--2117","author":"Yang Cheng","year":"2015","unstructured":"Cheng Yang , Zhiyuan Liu , Deli Zhao , Maosong Sun , and Edward Chang . 2015 . Network representation learning with rich text information . In Proceedings of IJCAI . 2111--2117 . Cheng Yang, Zhiyuan Liu, Deli Zhao, Maosong Sun, and Edward Chang. 2015. Network representation learning with rich text information. In Proceedings of IJCAI . 2111--2117."},{"key":"e_1_3_2_1_58_1","doi-asserted-by":"publisher","DOI":"10.5555\/3172077.3172433"},{"key":"e_1_3_2_1_59_1","volume-title":"Proceedings of ICML . 40--48","author":"Yang Zhilin","year":"2016","unstructured":"Zhilin Yang , William Cohen , and Ruslan Salakhudinov . 2016 . Revisiting semi-Supervised learning with graph embeddings . In Proceedings of ICML . 40--48 . Zhilin Yang, William Cohen, and Ruslan Salakhudinov. 2016. Revisiting semi-Supervised learning with graph embeddings. In Proceedings of ICML . 40--48."},{"key":"e_1_3_2_1_60_1","volume-title":"Network representation learning: a survey","author":"Zhang Daokun","year":"2018","unstructured":"Daokun Zhang , Jie Yin , Xingquan Zhu , and Chengqi Zhang . 2018c. Network representation learning: a survey . IEEE Transactions on Big Data ( 2018 ). Daokun Zhang, Jie Yin, Xingquan Zhu, and Chengqi Zhang. 2018c. Network representation learning: a survey. IEEE Transactions on Big Data (2018)."},{"key":"e_1_3_2_1_61_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2017.70"},{"key":"e_1_3_2_1_62_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11856"},{"key":"e_1_3_2_1_63_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11299"},{"key":"e_1_3_2_1_64_1","doi-asserted-by":"publisher","DOI":"10.1140\/epjb\/e2009-00335-8"}],"event":{"name":"WSDM '19: The Twelfth ACM International Conference on Web Search and Data Mining","location":"Melbourne VIC Australia","acronym":"WSDM '19","sponsor":["SIGMOD ACM Special Interest Group on Management of Data","SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data","SIGIR ACM Special Interest Group on Information Retrieval"]},"container-title":["Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3289600.3291029","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3289600.3291029","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T01:02:21Z","timestamp":1750208541000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3289600.3291029"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,1,30]]},"references-count":64,"alternative-id":["10.1145\/3289600.3291029","10.1145\/3289600"],"URL":"https:\/\/doi.org\/10.1145\/3289600.3291029","relation":{},"subject":[],"published":{"date-parts":[[2019,1,30]]},"assertion":[{"value":"2019-01-30","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}