{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,7]],"date-time":"2026-03-07T15:16:18Z","timestamp":1772896578205,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":41,"publisher":"ACM","license":[{"start":{"date-parts":[[2020,10,19]],"date-time":"2020-10-19T00:00:00Z","timestamp":1603065600000},"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":[[2020,10,19]]},"DOI":"10.1145\/3340531.3411959","type":"proceedings-article","created":{"date-parts":[[2020,10,19]],"date-time":"2020-10-19T05:31:04Z","timestamp":1603085464000},"page":"1105-1114","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":9,"title":["CSNE: Conditional Signed Network Embedding"],"prefix":"10.1145","author":[{"given":"Alexandru","family":"Mara","sequence":"first","affiliation":[{"name":"Ghent University, Ghent, Belgium"}]},{"given":"Yoosof","family":"Mashayekhi","sequence":"additional","affiliation":[{"name":"Ghent University, Ghent, Belgium"}]},{"given":"Jefrey","family":"Lijffijt","sequence":"additional","affiliation":[{"name":"Ghent University, Ghent, Belgium"}]},{"given":"Tijl","family":"de Bie","sequence":"additional","affiliation":[{"name":"Ghent University, Ghent, Belgium"}]}],"member":"320","published-online":{"date-parts":[[2020,10,19]]},"reference":[{"key":"e_1_3_2_2_1_1","unstructured":"Florian Adriaens Alexandru Mara Jefrey Lijffijt and Tijl De Bie. 2020. Scalable Dyadic Independence Models with Local and Global Constraints. arxiv: cs.SI\/2002.07076  Florian Adriaens Alexandru Mara Jefrey Lijffijt and Tijl De Bie. 2020. Scalable Dyadic Independence Models with Local and Global Constraints. arxiv: cs.SI\/2002.07076"},{"key":"e_1_3_2_2_2_1","volume-title":"Proc. of NIPS.","author":"Belkin Mikhail","unstructured":"Mikhail Belkin and Partha Niyogi . 2002. Laplacian Eigenmaps and Spectral Techniques for Embedding and Clustering . In Proc. of NIPS. Vol. 14 . MIT Press , Massachusetts, MA, USA , 585--591. Mikhail Belkin and Partha Niyogi. 2002. Laplacian Eigenmaps and Spectral Techniques for Embedding and Clustering. In Proc. of NIPS. Vol. 14. MIT Press, Massachusetts, MA, USA, 585--591."},{"key":"e_1_3_2_2_3_1","volume-title":"Social network data analytics","author":"Bhagat Smriti","unstructured":"Smriti Bhagat , Graham Cormode , and S Muthukrishnan . 2011. Node classification in social networks . In Social network data analytics . Springer , New York, NY, USA , 115--148. Smriti Bhagat, Graham Cormode, and S Muthukrishnan. 2011. Node classification in social networks. In Social network data analytics. Springer, New York, NY, USA, 115--148."},{"key":"e_1_3_2_2_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/2835776.2835817"},{"key":"e_1_3_2_2_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/2806416.2806512"},{"key":"e_1_3_2_2_6_1","volume-title":"Proc","author":"Cygan Marek","unstructured":"Marek Cygan , Marcin Pilipczuk , Micha\u0142 Pilipczuk , and Jakub Onufry Wojtaszczyk . 2012. Sitting Closer to Friends Than Enemies , Revisited. In Proc . of MFCS. Springer Berlin Heidelberg , Berlin, Heidelberg , 296--307. Marek Cygan, Marcin Pilipczuk, Micha\u0142 Pilipczuk, and Jakub Onufry Wojtaszczyk. 2012. Sitting Closer to Friends Than Enemies, Revisited. In Proc. of MFCS. Springer Berlin Heidelberg, Berlin, Heidelberg, 296--307."},{"key":"e_1_3_2_2_7_1","first-page":"3","article-title":"Maximum Entropy Models and Subjective Interestingness: An Application to Tiles in Binary Databases","volume":"23","author":"Bie Tijl De","year":"2011","unstructured":"Tijl De Bie . 2011 . Maximum Entropy Models and Subjective Interestingness: An Application to Tiles in Binary Databases . Data Min. Knowl. Discov. , Vol. 23 , 3 (Nov. 2011), 407--446. Tijl De Bie. 2011. Maximum Entropy Models and Subjective Interestingness: An Application to Tiles in Binary Databases. Data Min. Knowl. Discov., Vol. 23, 3 (Nov. 2011), 407--446.","journal-title":"Data Min. Knowl. Discov."},{"key":"e_1_3_2_2_8_1","volume-title":"Social Networks","volume":"31","author":"Duijn Marijtje","year":"2009","unstructured":"Marijtje Duijn , Krista Gile , and Mark Handcock . 2009 . A Framework for the Comparison of Maximum Pseudo Likelihood and Maximum Likelihood Estimation of Exponential Family Random Graph Models . Social Networks , Vol. 31 (01 2009), 52--62. Marijtje Duijn, Krista Gile, and Mark Handcock. 2009. A Framework for the Comparison of Maximum Pseudo Likelihood and Maximum Likelihood Estimation of Exponential Family Random Graph Models. Social Networks, Vol. 31 (01 2009), 52--62."},{"key":"e_1_3_2_2_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2017.2684160"},{"key":"e_1_3_2_2_10_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.socnet.2006.08.001"},{"key":"e_1_3_2_2_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939754"},{"key":"e_1_3_2_2_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/988672.988727"},{"key":"e_1_3_2_2_13_1","volume-title":"Network Representation Learning: Consolidation and Renewed Bearing. CoRR","author":"Gurukar Saket","year":"2019","unstructured":"Saket Gurukar , Priyesh Vijayan , Aakash Srinivasan , Goonmeet Bajaj , Chen Cai , Moniba Keymanesh , Saravana Kumar , Pranav Maneriker , Anasua Mitra , Vedang Patel , Balaraman Ravindran , and Srinivasan Parthasarathy . 2019. Network Representation Learning: Consolidation and Renewed Bearing. CoRR , Vol. abs\/ 1905 .00987 ( 2019 ). arxiv: 1905.00987 Saket Gurukar, Priyesh Vijayan, Aakash Srinivasan, Goonmeet Bajaj, Chen Cai, Moniba Keymanesh, Saravana Kumar, Pranav Maneriker, Anasua Mitra, Vedang Patel, Balaraman Ravindran, and Srinivasan Parthasarathy. 2019. Network Representation Learning: Consolidation and Renewed Bearing. CoRR, Vol. abs\/1905.00987 (2019). arxiv: 1905.00987"},{"key":"e_1_3_2_2_14_1","doi-asserted-by":"publisher","DOI":"10.1080\/00223980.1946.9917275"},{"key":"e_1_3_2_2_15_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-93037-4_13"},{"key":"e_1_3_2_2_16_1","article-title":"Information Theory and Statistical","volume":"106","author":"Jaynes E. T.","year":"1957","unstructured":"E. T. Jaynes . 1957 . Information Theory and Statistical Mechanics. Phys. Rev. , Vol. 106 ( May 1957), 620--630. Issue 4. E. T. Jaynes. 1957. Information Theory and Statistical Mechanics. Phys. Rev., Vol. 106 (May 1957), 620--630. Issue 4.","journal-title":"Mechanics. Phys. Rev."},{"key":"e_1_3_2_2_17_1","volume-title":"Conditional Network Embeddings. To appear in Proc. of ICLR","author":"Kang Bo","unstructured":"Bo Kang , Jefrey Lijffijt , and Tijl De Bie . 2019. Conditional Network Embeddings. To appear in Proc. of ICLR . Bo Kang, Jefrey Lijffijt, and Tijl De Bie. 2019. Conditional Network Embeddings. To appear in Proc. of ICLR."},{"key":"e_1_3_2_2_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/3178876.3186117"},{"key":"e_1_3_2_2_19_1","volume-title":"Proc. of ICDM. IEEE, IEEE","author":"Kumar S.","unstructured":"S. Kumar , F. Spezzano , V. S. Subrahmanian , and C. Faloutsos . 2016. Edge Weight Prediction in Weighted Signed Networks . In Proc. of ICDM. IEEE, IEEE , New York, NY, USA, 221--230. S. Kumar, F. Spezzano, V. S. Subrahmanian, and C. Faloutsos. 2016. Edge Weight Prediction in Weighted Signed Networks. In Proc. of ICDM. IEEE, IEEE, New York, NY, USA, 221--230."},{"key":"e_1_3_2_2_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/1526709.1526809"},{"key":"e_1_3_2_2_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/1772690.1772756"},{"key":"e_1_3_2_2_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/1753326.1753532"},{"key":"e_1_3_2_2_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052643"},{"key":"e_1_3_2_2_24_1","doi-asserted-by":"publisher","DOI":"10.5555\/1241540.1241551"},{"key":"e_1_3_2_2_25_1","volume-title":"SSNE: Status Signed Network Embedding. In Proc of PAKDD (LNCS)","author":"Lu Chunyu","year":"2019","unstructured":"Chunyu Lu , Pengfei Jiao , Hongtao Liu , Yaping Wang , Hongyan Xu , and Wenjun Wang . 2019 . SSNE: Status Signed Network Embedding. In Proc of PAKDD (LNCS) , Vol. 11441 . Springer , New York, NY, USA , 81--93. Chunyu Lu, Pengfei Jiao, Hongtao Liu, Yaping Wang, Hongyan Xu, and Wenjun Wang. 2019. SSNE: Status Signed Network Embedding. In Proc of PAKDD (LNCS), Vol. 11441. Springer, New York, NY, USA, 81--93."},{"key":"e_1_3_2_2_26_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2017.11.004"},{"key":"e_1_3_2_2_27_1","unstructured":"Alexandru Mara Jefrey Lijffijt and Tijl De Bie. 2020. Network Representation Learning for Link Prediction: Are we improving upon simple heuristics?arxiv: cs.SI\/2002.11522  Alexandru Mara Jefrey Lijffijt and Tijl De Bie. 2020. Network Representation Learning for Link Prediction: Are we improving upon simple heuristics?arxiv: cs.SI\/2002.11522"},{"key":"e_1_3_2_2_28_1","unstructured":"Alexandru Mara Jefrey Lijffijt and Tijl De Bie. 2019. EvalNE: A Framework for Evaluating Network Embeddings on Link Prediction.  Alexandru Mara Jefrey Lijffijt and Tijl De Bie. 2019. EvalNE: A Framework for Evaluating Network Embeddings on Link Prediction."},{"key":"e_1_3_2_2_29_1","volume-title":"Proc. of NIPS","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 Proc. of NIPS ( Lake Tahoe, Nevada) (NIPS'13). Curran Associates Inc., Red Hook, NY, USA, 3111--3119. Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean. 2013. Distributed Representations of Words and Phrases and Their Compositionality. In Proc. of NIPS (Lake Tahoe, Nevada) (NIPS'13). Curran Associates Inc., Red Hook, NY, USA, 3111--3119."},{"key":"e_1_3_2_2_30_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-011-0224-z"},{"key":"e_1_3_2_2_31_1","volume-title":"Newman","author":"Park Juyong","year":"2005","unstructured":"Juyong Park and Mark E. J . Newman . 2005 . Statistical mechanics of networks. Physical review. E, Statistical , nonlinear, and soft matter physics, Vol. 70 (01 2005), 066117. Juyong Park and Mark E. J. Newman. 2005. Statistical mechanics of networks. Physical review. E, Statistical, nonlinear, and soft matter physics, Vol. 70 (01 2005), 066117."},{"key":"e_1_3_2_2_32_1","doi-asserted-by":"publisher","DOI":"10.1145\/2623330.2623732"},{"key":"e_1_3_2_2_33_1","doi-asserted-by":"publisher","DOI":"10.1126\/science.290.5500.2323"},{"key":"e_1_3_2_2_34_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2018.08.072"},{"key":"e_1_3_2_2_35_1","doi-asserted-by":"publisher","DOI":"10.1145\/2736277.2741093"},{"key":"e_1_3_2_2_36_1","volume-title":"SHINE: Signed Heterogeneous Information Network Embedding for Sentiment Link Prediction. In Proc. of WSDM (Marina Del Rey, CA, USA) (WSDM '18)","author":"Wang Hongwei","year":"2018","unstructured":"Hongwei Wang , Fuzheng Zhang , Min Hou , Xing Xie , Minyi Guo , and Qi Liu . 2018 a. SHINE: Signed Heterogeneous Information Network Embedding for Sentiment Link Prediction. In Proc. of WSDM (Marina Del Rey, CA, USA) (WSDM '18) . Association for Computing Machinery , New York, NY, USA , 592--600. Hongwei Wang, Fuzheng Zhang, Min Hou, Xing Xie, Minyi Guo, and Qi Liu. 2018a. SHINE: Signed Heterogeneous Information Network Embedding for Sentiment Link Prediction. In Proc. of WSDM (Marina Del Rey, CA, USA) (WSDM '18). Association for Computing Machinery, New York, NY, USA, 592--600."},{"key":"e_1_3_2_2_37_1","volume-title":"SHINE: Signed Heterogeneous Information Network Embedding for Sentiment Link Prediction. In Proc. of WSDM (Marina Del Rey, CA, USA) (WSDM '18)","author":"Wang Hongwei","year":"2018","unstructured":"Hongwei Wang , Fuzheng Zhang , Min Hou , Xing Xie , Minyi Guo , and Qi Liu . 2018 b. SHINE: Signed Heterogeneous Information Network Embedding for Sentiment Link Prediction. In Proc. of WSDM (Marina Del Rey, CA, USA) (WSDM '18) . Association for Computing Machinery , New York, NY, USA , 592--600. Hongwei Wang, Fuzheng Zhang, Min Hou, Xing Xie, Minyi Guo, and Qi Liu. 2018b. SHINE: Signed Heterogeneous Information Network Embedding for Sentiment Link Prediction. In Proc. of WSDM (Marina Del Rey, CA, USA) (WSDM '18). Association for Computing Machinery, New York, NY, USA, 592--600."},{"key":"e_1_3_2_2_38_1","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611974973.37"},{"key":"e_1_3_2_2_39_1","doi-asserted-by":"publisher","DOI":"10.1162\/tacl_a_00184"},{"key":"e_1_3_2_2_40_1","volume-title":"SNE: signed network embedding","author":"Yuan Shuhan","unstructured":"Shuhan Yuan , Xintao Wu , and Yang Xiang . 2017. SNE: signed network embedding . In Proc of PAKDD. Springer, Springer , New York, NY, USA , 183--195. Shuhan Yuan, Xintao Wu, and Yang Xiang. 2017. SNE: signed network embedding. In Proc of PAKDD. Springer, Springer, New York, NY, USA, 183--195."},{"key":"e_1_3_2_2_41_1","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3219969"}],"event":{"name":"CIKM '20: The 29th ACM International Conference on Information and Knowledge Management","location":"Virtual Event Ireland","acronym":"CIKM '20","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGIR ACM Special Interest Group on Information Retrieval"]},"container-title":["Proceedings of the 29th ACM International Conference on Information &amp; Knowledge Management"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3340531.3411959","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3340531.3411959","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T22:01:22Z","timestamp":1750197682000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3340531.3411959"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,10,19]]},"references-count":41,"alternative-id":["10.1145\/3340531.3411959","10.1145\/3340531"],"URL":"https:\/\/doi.org\/10.1145\/3340531.3411959","relation":{},"subject":[],"published":{"date-parts":[[2020,10,19]]},"assertion":[{"value":"2020-10-19","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}