{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,11]],"date-time":"2026-01-11T05:34:23Z","timestamp":1768109663198,"version":"3.49.0"},"publisher-location":"New York, NY, USA","reference-count":34,"publisher":"ACM","license":[{"start":{"date-parts":[[2021,10,26]],"date-time":"2021-10-26T00:00:00Z","timestamp":1635206400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-sa\/4.0\/"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2021,10,26]]},"DOI":"10.1145\/3459637.3482377","type":"proceedings-article","created":{"date-parts":[[2021,10,30]],"date-time":"2021-10-30T18:34:11Z","timestamp":1635618851000},"page":"2111-2118","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":5,"title":["Predicting Instance Type Assertions in Knowledge Graphs Using Stochastic Neural Networks"],"prefix":"10.1145","author":[{"given":"Tobias","family":"Weller","sequence":"first","affiliation":[{"name":"University of Mannheim, Mannheim, Germany"}]},{"given":"Maribel","family":"Acosta","sequence":"additional","affiliation":[{"name":"Ruhr University Bochum, Bochum, Germany"}]}],"member":"320","published-online":{"date-parts":[[2021,10,30]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Ilyas","author":"Azmy Michael","year":"2019","unstructured":"Michael Azmy , Peng Shi , Jimmy Lin , and Ihab F . Ilyas . 2019 . Matching Entities Across Different Knowledge Graphs with Graph Embeddings. CoRR , Vol. abs\/ 1903 .06607 (2019). Michael Azmy, Peng Shi, Jimmy Lin, and Ihab F. Ilyas. 2019. Matching Entities Across Different Knowledge Graphs with Graph Embeddings. CoRR, Vol. abs\/1903.06607 (2019)."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/1345448.1345465"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1162\/neco.2008.11-07-647"},{"key":"e_1_3_2_1_4_1","unstructured":"Russa Biswas Rima T\u00fcrker F. B. Moghaddam Maria Koutraki and H. Sack. 2018. Wikipedia Infobox Type Prediction Using Embeddings. In DL4KGS@ESWC.  Russa Biswas Rima T\u00fcrker F. B. Moghaddam Maria Koutraki and H. Sack. 2018. Wikipedia Infobox Type Prediction Using Embeddings. In DL4KGS@ESWC."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.5555\/2999792.2999923"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/3102254.3102279"},{"key":"e_1_3_2_1_7_1","volume-title":"BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. CoRR","author":"Devlin Jacob","year":"2018","unstructured":"Jacob Devlin , Ming-Wei Chang , Kenton Lee , and Kristina Toutanova . 2018 . BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. CoRR , Vol. abs\/ 1810 .04805 (2018). Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2018. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. CoRR, Vol. abs\/1810.04805 (2018)."},{"key":"e_1_3_2_1_8_1","volume-title":"Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications","author":"Fischer Asja","unstructured":"Asja Fischer and Christian Igel . 2012. An Introduction to Restricted Boltzmann Machines . In Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications . Springer Berlin Heidelberg , 14--36. Asja Fischer and Christian Igel. 2012. An Introduction to Restricted Boltzmann Machines. In Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications. Springer Berlin Heidelberg, 14--36."},{"key":"e_1_3_2_1_9_1","unstructured":"Ramanathan Guha and Dan Brickley. 2014. RDF Schema 1.1. W3C Recommendation. W3C. https:\/\/www.w3.org\/TR\/2014\/REC-rdf-schema-20140225\/.  Ramanathan Guha and Dan Brickley. 2014. RDF Schema 1.1. W3C Recommendation. W3C. https:\/\/www.w3.org\/TR\/2014\/REC-rdf-schema-20140225\/."},{"key":"e_1_3_2_1_10_1","volume-title":"Bridging Nonlinearities and Stochastic Regularizers with Gaussian Error Linear Units. CoRR","author":"Hendrycks Dan","year":"2016","unstructured":"Dan Hendrycks and Kevin Gimpel . 2016. Bridging Nonlinearities and Stochastic Regularizers with Gaussian Error Linear Units. CoRR , Vol. abs\/ 1606 .08415 ( 2016 ). Dan Hendrycks and Kevin Gimpel. 2016. Bridging Nonlinearities and Stochastic Regularizers with Gaussian Error Linear Units. CoRR, Vol. abs\/1606.08415 (2016)."},{"key":"e_1_3_2_1_11_1","volume-title":"Reducing the Dimensionality of Data with Neural Networks. Science","volume":"313","author":"Hinton G. E.","year":"2006","unstructured":"G. E. Hinton and R. R. Salakhutdinov . 2006 . Reducing the Dimensionality of Data with Neural Networks. Science , Vol. 313 , 5786 ( 2006 ), 504--507. G. E. Hinton and R. R. Salakhutdinov. 2006. Reducing the Dimensionality of Data with Neural Networks. Science, Vol. 313, 5786 (2006), 504--507."},{"key":"e_1_3_2_1_12_1","volume-title":"ESWC 2021, Virtual Event, June 6-10, 2021, Proceedings (Lecture Notes in Computer Science","volume":"159","author":"Jain Nitisha","year":"2021","unstructured":"Nitisha Jain , Jan-Christoph Kalo , Wolf-Tilo Balke , and Ralf Krestel . 2021 . Do Embeddings Actually Capture Knowledge Graph Semantics?. In The Semantic Web - 18th International Conference , ESWC 2021, Virtual Event, June 6-10, 2021, Proceedings (Lecture Notes in Computer Science , Vol. 12731). Springer, 143-- 159 . https:\/\/doi.org\/10.1007\/978-3-030-77385-4_9 10.1007\/978-3-030-77385-4_9 Nitisha Jain, Jan-Christoph Kalo, Wolf-Tilo Balke, and Ralf Krestel. 2021. Do Embeddings Actually Capture Knowledge Graph Semantics?. In The Semantic Web - 18th International Conference, ESWC 2021, Virtual Event, June 6-10, 2021, Proceedings (Lecture Notes in Computer Science, Vol. 12731). Springer, 143--159. https:\/\/doi.org\/10.1007\/978-3-030-77385-4_9"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.5555\/2017936.2017985"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/3066911.3066918"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/1390156.1390224"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-42042-9_53"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/2912845.2912861"},{"key":"e_1_3_2_1_18_1","volume-title":"Current Trends in Web Engineering","author":"Mihindukulasooriya Nandana","unstructured":"Nandana Mihindukulasooriya and Mariano Rico . 2018. Type Prediction of RDF Knowledge Graphs Using Binary Classifiers with Structural Data . In Current Trends in Web Engineering . Springer International Publishing , 279--287. Nandana Mihindukulasooriya and Mariano Rico. 2018. Type Prediction of RDF Knowledge Graphs Using Binary Classifiers with Structural Data. In Current Trends in Web Engineering. Springer International Publishing, 279--287."},{"key":"e_1_3_2_1_19_1","volume-title":"1st International Conference on Learning Representations, ICLR","author":"Mikolov Thomas","year":"2013","unstructured":"Thomas Mikolov , Kai Chen , Greg Corrado , and Jeffrey Dean . 2013a. Efficient Estimation of Word Representations in Vector Space . In 1st International Conference on Learning Representations, ICLR 2013 , Scottsdale, Arizona, USA , May 2-4, 2013, Workshop Track Proceedings . Thomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. 2013a. Efficient Estimation of Word Representations in Vector Space. In 1st International Conference on Learning Representations, ICLR 2013, Scottsdale, Arizona, USA, May 2-4, 2013, Workshop Track Proceedings."},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.5555\/2999792.2999959"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/3132847.3133095"},{"key":"e_1_3_2_1_22_1","volume-title":"Advances in Knowledge Discovery and Data Mining","author":"Nguyen Tu Dinh","unstructured":"Tu Dinh Nguyen , Truyen Tran , Dinh Phung , and Svetha Venkatesh . 2013. Latent Patient Profile Modelling and Applications with Mixed-Variate Restricted Boltzmann Machine . In Advances in Knowledge Discovery and Data Mining . Springer Berlin Heidelberg , 123--135. Tu Dinh Nguyen, Truyen Tran, Dinh Phung, and Svetha Venkatesh. 2013. Latent Patient Profile Modelling and Applications with Mixed-Variate Restricted Boltzmann Machine. In Advances in Knowledge Discovery and Data Mining. Springer Berlin Heidelberg, 123--135."},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.5555\/3104482.3104584"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-41335-3_32"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.5555\/1953048.2078195"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.5555\/2019445.2019461"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.5555\/2981562.2981711"},{"key":"e_1_3_2_1_28_1","volume-title":"Proceedings, Part I. Lecture Notes in Computer Science","volume":"9981","author":"Ristoski Petar","year":"2016","unstructured":"Petar Ristoski and Heiko Paulheim . 2016 . RDF2Vec: RDF graph embeddings for data mining, In The Semantic Web - ISWC 2016: 15th International Semantic Web Conference, Kobe, Japan, October 17--21, 2016 , Proceedings, Part I. Lecture Notes in Computer Science , Vol. 9981 , 498--514. Petar Ristoski and Heiko Paulheim. 2016. RDF2Vec: RDF graph embeddings for data mining, In The Semantic Web - ISWC 2016: 15th International Semantic Web Conference, Kobe, Japan, October 17--21, 2016, Proceedings, Part I. Lecture Notes in Computer Science, Vol. 9981, 498--514."},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.3233\/SW-180317"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1145\/1273496.1273596"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"crossref","unstructured":"Radina Sofronova M. Alam and H. Sack. 2020. Entity Typing based on RDF2Vec using Supervised and Unsupervised Methods.  Radina Sofronova M. Alam and H. Sack. 2020. Entity Typing based on RDF2Vec using Supervised and Unsupervised Methods.","DOI":"10.1007\/978-3-030-62327-2_35"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i03.5694"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"crossref","unstructured":"Yuhao Wang and Jianyang Zeng. 2013. Predicting drug-target interactions using restricted Boltzmann machines. In Bioinform.  Yuhao Wang and Jianyang Zeng. 2013. Predicting drug-target interactions using restricted Boltzmann machines. In Bioinform.","DOI":"10.1093\/bioinformatics\/btt234"},{"key":"e_1_3_2_1_34_1","unstructured":"David Wood Richard Cyganiak and Markus Lanthaler. 2014. RDF 1.1 Concepts and Abstract Syntax. W3C Recommendation. W3C. https:\/\/www.w3.org\/TR\/2014\/REC-rdf11-concepts-20140225\/.  David Wood Richard Cyganiak and Markus Lanthaler. 2014. RDF 1.1 Concepts and Abstract Syntax. W3C Recommendation. W3C. https:\/\/www.w3.org\/TR\/2014\/REC-rdf11-concepts-20140225\/."}],"event":{"name":"CIKM '21: The 30th ACM International Conference on Information and Knowledge Management","location":"Virtual Event Queensland Australia","acronym":"CIKM '21","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGIR ACM Special Interest Group on Information Retrieval"]},"container-title":["Proceedings of the 30th ACM International Conference on Information &amp; Knowledge Management"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3459637.3482377","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3459637.3482377","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T20:12:23Z","timestamp":1750191143000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3459637.3482377"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,10,26]]},"references-count":34,"alternative-id":["10.1145\/3459637.3482377","10.1145\/3459637"],"URL":"https:\/\/doi.org\/10.1145\/3459637.3482377","relation":{},"subject":[],"published":{"date-parts":[[2021,10,26]]},"assertion":[{"value":"2021-10-30","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}