{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,21]],"date-time":"2026-03-21T19:43:28Z","timestamp":1774122208789,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":52,"publisher":"ACM","license":[{"start":{"date-parts":[[2019,5,13]],"date-time":"2019-05-13T00:00:00Z","timestamp":1557705600000},"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":[[2019,5,13]]},"DOI":"10.1145\/3308558.3313715","type":"proceedings-article","created":{"date-parts":[[2019,5,13]],"date-time":"2019-05-13T12:17:59Z","timestamp":1557749879000},"page":"470-479","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":22,"title":["MARINE: Multi-relational Network Embeddings with Relational Proximity and Node Attributes"],"prefix":"10.1145","author":[{"given":"Ming-Han","family":"Feng","sequence":"first","affiliation":[{"name":"Graduate Institute of Networking and Multimedia National Taiwan University Taipei, Taiwan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chin-Chi","family":"Hsu","sequence":"additional","affiliation":[{"name":"Institute of Information Science Academia Sinica Taipei, Taiwan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Cheng-Te","family":"Li","sequence":"additional","affiliation":[{"name":"Institute of Data Science, Department of Statistics National Cheng Kung University Tainan, Taiwan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mi-Yen","family":"Yeh","sequence":"additional","affiliation":[{"name":"Institute of Information Science, Research Center for IT Innovation Academia Sinica Taipei, Taiwan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shou-De","family":"Lin","sequence":"additional","affiliation":[{"name":"Dept. of Computer Science and Information Engineering National Taiwan University Taipei, Taiwan"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2019,5,13]]},"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","doi-asserted-by":"publisher","DOI":"10.1145\/1376616.1376746"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-013-5363-6"},{"key":"e_1_3_2_1_4_1","unstructured":"Antoine Bordes Nicolas Usunier Alberto Garcia-Duran Jason Weston and Oksana Yakhnenko. {n. d.}. Translating embeddings for modeling multi-relational data(NIPS '13).   Antoine Bordes Nicolas Usunier Alberto Garcia-Duran Jason Weston and Oksana Yakhnenko. {n. d.}. Translating embeddings for modeling multi-relational data(NIPS '13)."},{"key":"e_1_3_2_1_5_1","unstructured":"Antoine Bordes Jason Weston Ronan Collobert and Yoshua Bengio. {n. d.}. Learning Structured Embeddings of Knowledge Bases(AAAI'11).   Antoine Bordes Jason Weston Ronan Collobert and Yoshua Bengio. {n. d.}. Learning Structured Embeddings of Knowledge Bases(AAAI'11)."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"crossref","unstructured":"Bobby-Joe Breitkreutz Chris Stark Teresa Reguly Lorrie Boucher Ashton Breitkreutz Michael Livstone Rose Oughtred Daniel H. Lackner J\u00fcrg B\u00e4hler Valerie Wood Kara Dolinski and Mike Tyers. 2008. The BioGRID Interaction Database: 2008 update. Nucleic Acids Research(2008) D637-D640.  Bobby-Joe Breitkreutz Chris Stark Teresa Reguly Lorrie Boucher Ashton Breitkreutz Michael Livstone Rose Oughtred Daniel H. Lackner J\u00fcrg B\u00e4hler Valerie Wood Kara Dolinski and Mike Tyers. 2008. The BioGRID Interaction Database: 2008 update. Nucleic Acids Research(2008) D637-D640.","DOI":"10.1093\/nar\/gkm1001"},{"key":"e_1_3_2_1_7_1","unstructured":"Shaosheng Cao Wei Lu and Qiongkai Xu. {n. d.}. Deep Neural Networks for Learning Graph Representations(AAAI'16).   Shaosheng Cao Wei Lu and Qiongkai Xu. {n. d.}. Deep Neural Networks for Learning Graph Representations(AAAI'16)."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/2806416.2806512"},{"key":"e_1_3_2_1_9_1","unstructured":"Miao Fan Qiang Zhou Emily Chang and Thomas Fang Zheng. {n. d.}. Transition-based Knowledge Graph Embedding with Relational Mapping Properties(PACLIC '14).  Miao Fan Qiang Zhou Emily Chang and Thomas Fang Zheng. {n. d.}. Transition-based Knowledge Graph Embedding with Relational Mapping Properties(PACLIC '14)."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939754"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/2806416.2806502"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/3018661.3018667"},{"key":"e_1_3_2_1_13_1","unstructured":"Rodolphe Jenatton Nicolas Le Roux Antoine Bordes and Guillaume Obozinski. {n. d.}. A Latent Factor Model for Highly Multi-relational Data(NIPS '12).   Rodolphe Jenatton Nicolas Le Roux Antoine Bordes and Guillaume Obozinski. {n. d.}. A Latent Factor Model for Highly Multi-relational Data(NIPS '12)."},{"key":"e_1_3_2_1_14_1","unstructured":"Guoliang Ji Shizhu He Liheng Xu Kang Liu and Jun Zhao. {n. d.}. Knowledge Graph Embedding via Dynamic Mapping Matrix.(ACL '15).  Guoliang Ji Shizhu He Liheng Xu Kang Liu and Jun Zhao. {n. d.}. Knowledge Graph Embedding via Dynamic Mapping Matrix.(ACL '15)."},{"key":"e_1_3_2_1_15_1","unstructured":"Guoliang Ji Kang Liu Shizhu He and Jun Zhao. {n. d.}. Knowledge Graph Completion with Adaptive Sparse Transfer Matrix(AAAI'16).   Guoliang Ji Kang Liu Shizhu He and Jun Zhao. {n. d.}. Knowledge Graph Completion with Adaptive Sparse Transfer Matrix(AAAI'16)."},{"key":"e_1_3_2_1_16_1","volume-title":"Adam: A method for stochastic optimization. arXiv","author":"Kingma Diederik","year":"2014","unstructured":"Diederik Kingma and Jimmy Ba . 2014 . Adam: A method for stochastic optimization. arXiv (2014). Diederik Kingma and Jimmy Ba. 2014. Adam: A method for stochastic optimization. arXiv (2014)."},{"key":"e_1_3_2_1_17_1","unstructured":"Thomas N. Kipf and Max Welling. {n. d.}. Semi-Supervised Classification with Graph Convolutional Networks(ICLR '17).  Thomas N. Kipf and Max Welling. {n. d.}. Semi-Supervised Classification with Graph Convolutional Networks(ICLR '17)."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-25007-6_37"},{"key":"e_1_3_2_1_19_1","unstructured":"Yankai Lin Zhiyuan Liu and Maosong Sun. {n. d.}. Knowledge Representation Learning with Entities Attributes and Relations(IJCAI'16).   Yankai Lin Zhiyuan Liu and Maosong Sun. {n. d.}. Knowledge Representation Learning with Entities Attributes and Relations(IJCAI'16)."},{"key":"e_1_3_2_1_20_1","unstructured":"Yankai Lin Zhiyuan Liu Maosong Sun Yang Liu and Xuan Zhu. {n. d.}. Learning Entity and Relation Embeddings for Knowledge Graph Completion(AAAI'15).   Yankai Lin Zhiyuan Liu Maosong Sun Yang Liu and Xuan Zhu. {n. d.}. Learning Entity and Relation Embeddings for Knowledge Graph Completion(AAAI'15)."},{"key":"e_1_3_2_1_21_1","unstructured":"Laurens van der Maaten and Geoffrey Hinton. {n. d.}. Visualizing data using t-SNE(JMLR '08).  Laurens van der Maaten and Geoffrey Hinton. {n. d.}. Visualizing data using t-SNE(JMLR '08)."},{"key":"e_1_3_2_1_22_1","unstructured":"Matt Mahoney. 2011. Large Text Compression Benchmark. http:\/\/www.mattmahoney.net\/dc\/textdata  Matt Mahoney. 2011. Large Text Compression Benchmark. http:\/\/www.mattmahoney.net\/dc\/textdata"},{"key":"e_1_3_2_1_23_1","unstructured":"Tomas Mikolov Ilya Sutskever Kai Chen Greg S Corrado and Jeff Dean. {n. d.}. Distributed Representations of Words and Phrases and their Compositionality(NIPS '13).   Tomas Mikolov Ilya Sutskever Kai Chen Greg S Corrado and Jeff Dean. {n. d.}. Distributed Representations of Words and Phrases and their Compositionality(NIPS '13)."},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/219717.219748"},{"key":"e_1_3_2_1_25_1","volume-title":"An overview of embedding models of entities and relationships for knowledge base completion. ArXiv","author":"Nguyen Dat Quoc","year":"2017","unstructured":"Dat Quoc Nguyen . 2017. An overview of embedding models of entities and relationships for knowledge base completion. ArXiv ( 2017 ). Dat Quoc Nguyen. 2017. An overview of embedding models of entities and relationships for knowledge base completion. ArXiv (2017)."},{"key":"e_1_3_2_1_26_1","unstructured":"Dat Quoc Nguyen Kairit Sirts Lizhen Qu and Mark Johnson. {n. d.}. STransE: a novel embedding model of entities and relationships in knowledge bases(NAACL '16).  Dat Quoc Nguyen Kairit Sirts Lizhen Qu and Mark Johnson. {n. d.}. STransE: a novel embedding model of entities and relationships in knowledge bases(NAACL '16)."},{"key":"e_1_3_2_1_27_1","unstructured":"Maximilian Nickel Lorenzo Rosasco and Tomaso Poggio. {n. d.}. Holographic Embeddings of Knowledge Graphs(AAAI'16).   Maximilian Nickel Lorenzo Rosasco and Tomaso Poggio. {n. d.}. Holographic Embeddings of Knowledge Graphs(AAAI'16)."},{"key":"e_1_3_2_1_28_1","unstructured":"Maximilian Nickel Volker Tresp and Hans-Peter Kriegel. {n. d.}. A Three-way Model for Collective Learning on Multi-relational Data(ICML'11).   Maximilian Nickel Volker Tresp and Hans-Peter Kriegel. {n. d.}. A Three-way Model for Collective Learning on Multi-relational Data(ICML'11)."},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939751"},{"key":"e_1_3_2_1_30_1","unstructured":"Shirui Pan Jia Wu Xingquan Zhu Chengqi Zhang and Yang Wang. {n. d.}. Tri-party Deep Network Representation(IJCAI'16).   Shirui Pan Jia Wu Xingquan Zhu Chengqi Zhang and Yang Wang. {n. d.}. Tri-party Deep Network Representation(IJCAI'16)."},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1145\/2623330.2623732"},{"key":"e_1_3_2_1_32_1","unstructured":"Steffen Rendle Christoph Freudenthaler Zeno Gantner and Lars Schmidt-Thieme. {n. d.}. BPR: Bayesian personalized ranking from implicit feedback(UAI '09).   Steffen Rendle Christoph Freudenthaler Zeno Gantner and Lars Schmidt-Thieme. {n. d.}. BPR: Bayesian personalized ranking from implicit feedback(UAI '09)."},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/3097983.3098061"},{"key":"e_1_3_2_1_34_1","unstructured":"Baoxu Shi and Tim Weninger. {n. d.}. ProjE: Embedding Projection for Knowledge Graph Completion(AAAI '17).   Baoxu Shi and Tim Weninger. {n. d.}. ProjE: Embedding Projection for Knowledge Graph Completion(AAAI '17)."},{"key":"e_1_3_2_1_35_1","unstructured":"Richard Socher Danqi Chen Christopher D Manning and Andrew Ng. {n. d.}. Reasoning With Neural Tensor Networks for Knowledge Base Completion.   Richard Socher Danqi Chen Christopher D Manning and Andrew Ng. {n. d.}. Reasoning With Neural Tensor Networks for Knowledge Base Completion."},{"key":"e_1_3_2_1_36_1","unstructured":"Han Hee Song Tae Won Cho Vacha Dave Yin Zhang and Lili Qiu. {n. d.}. Scalable Proximity Estimation and Link Prediction in Online Social Networks(IMC '09).  Han Hee Song Tae Won Cho Vacha Dave Yin Zhang and Lili Qiu. {n. d.}. Scalable Proximity Estimation and Link Prediction in Online Social Networks(IMC '09)."},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1145\/2736277.2741093"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1145\/1557019.1557109"},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1145\/3018661.3018695"},{"key":"e_1_3_2_1_40_1","unstructured":"Cunchao Tu Weicheng Zhang Zhiyuan Liu and Maosong Sun. {n. d.}. Max-margin Deepwalk: Discriminative Learning of Network Representation(IJCAI'16).   Cunchao Tu Weicheng Zhang Zhiyuan Liu and Maosong Sun. {n. d.}. Max-margin Deepwalk: Discriminative Learning of Network Representation(IJCAI'16)."},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939753"},{"key":"e_1_3_2_1_42_1","unstructured":"Xiao Wang Peng Cui Jing Wang Jian Pei Wenwu Zhu and Shiqiang Yang. {n. d.}. Community Preserving Network Embedding(AAAI'17).   Xiao Wang Peng Cui Jing Wang Jian Pei Wenwu Zhu and Shiqiang Yang. {n. d.}. Community Preserving Network Embedding(AAAI'17)."},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"crossref","unstructured":"Yujing Wang Yunhai Tong and Ming Zeng. 2013. Ranking Scientific Articles by Exploiting Citations Authors Journals and Time Information.   Yujing Wang Yunhai Tong and Ming Zeng. 2013. Ranking Scientific Articles by Exploiting Citations Authors Journals and Time Information.","DOI":"10.1609\/aaai.v27i1.8627"},{"key":"e_1_3_2_1_44_1","unstructured":"Zhen Wang Jianwen Zhang Jianlin Feng and Zheng Chen. {n. d.}. Knowledge Graph Embedding by Translating on Hyperplanes(AAAI '14).   Zhen Wang Jianwen Zhang Jianlin Feng and Zheng Chen. {n. d.}. Knowledge Graph Embedding by Translating on Hyperplanes(AAAI '14)."},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052575"},{"key":"e_1_3_2_1_46_1","unstructured":"Gio Wiederhold. 1999. Movies. https:\/\/kdd.ics.uci.edu\/databases\/movies\/movies.html  Gio Wiederhold. 1999. Movies. https:\/\/kdd.ics.uci.edu\/databases\/movies\/movies.html"},{"key":"e_1_3_2_1_47_1","unstructured":"Han Xiao Minlie Huang and Xiaoyan Zhu. {n. d.}. TransG : A Generative Model for Knowledge Graph Embedding(ACL '16).  Han Xiao Minlie Huang and Xiaoyan Zhu. {n. d.}. TransG : A Generative Model for Knowledge Graph Embedding(ACL '16)."},{"key":"e_1_3_2_1_48_1","unstructured":"Ruobing Xie Zhiyuan Liu and Maosong Sun. {n. d.}. Representation Learning of Knowledge Graphs with Hierarchical Types(IJCAI'16).   Ruobing Xie Zhiyuan Liu and Maosong Sun. {n. d.}. Representation Learning of Knowledge Graphs with Hierarchical Types(IJCAI'16)."},{"key":"e_1_3_2_1_49_1","unstructured":"Bishan Yang Wen-tau Yih Xiaodong He Jianfeng Gao and Li Deng. {n. d.}. Embedding Entities and Relations for Learning and Inference in Knowledge Bases(ICLR '15).  Bishan Yang Wen-tau Yih Xiaodong He Jianfeng Gao and Li Deng. {n. d.}. Embedding Entities and Relations for Learning and Inference in Knowledge Bases(ICLR '15)."},{"key":"e_1_3_2_1_50_1","unstructured":"Cheng Yang Zhiyuan Liu Deli Zhao Maosong Sun and Edward Y. Chang. {n. d.}. Network Representation Learning with Rich Text Information(IJCAI'15).   Cheng Yang Zhiyuan Liu Deli Zhao Maosong Sun and Edward Y. Chang. {n. d.}. Network Representation Learning with Rich Text Information(IJCAI'15)."},{"key":"e_1_3_2_1_51_1","unstructured":"D. Zhang J. Yin X. Zhu and C. Zhang. {n. d.}. Homophily Structure and Content Augmented Network Representation Learning(ICDM'16).  D. Zhang J. Yin X. Zhu and C. Zhang. {n. d.}. Homophily Structure and Content Augmented Network Representation Learning(ICDM'16)."},{"key":"e_1_3_2_1_52_1","unstructured":"Chang Zhou Yuqiong Liu Xiaofei Liu Zhongyi Liu and Jun Gao. {n. d.}. Scalable Graph Embedding for Asymmetric Proximity(AAAI'17).   Chang Zhou Yuqiong Liu Xiaofei Liu Zhongyi Liu and Jun Gao. {n. d.}. Scalable Graph Embedding for Asymmetric Proximity(AAAI'17)."}],"event":{"name":"WWW '19: The Web Conference","location":"San Francisco CA USA","acronym":"WWW '19","sponsor":["IW3C2 International World Wide Web Conference Committee"]},"container-title":["The World Wide Web Conference"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3308558.3313715","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3308558.3313715","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T23:53:31Z","timestamp":1750204411000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3308558.3313715"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,5,13]]},"references-count":52,"alternative-id":["10.1145\/3308558.3313715","10.1145\/3308558"],"URL":"https:\/\/doi.org\/10.1145\/3308558.3313715","relation":{},"subject":[],"published":{"date-parts":[[2019,5,13]]},"assertion":[{"value":"2019-05-13","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}