{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,12]],"date-time":"2025-12-12T13:09:37Z","timestamp":1765544977894,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":44,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,10,21]],"date-time":"2024-10-21T00:00:00Z","timestamp":1729468800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-sa\/4.0\/"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,10,21]]},"DOI":"10.1145\/3627673.3679819","type":"proceedings-article","created":{"date-parts":[[2024,10,20]],"date-time":"2024-10-20T19:34:11Z","timestamp":1729452851000},"page":"1070-1079","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["Embedding Knowledge Graphs in Function Spaces"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7975-8794","authenticated-orcid":false,"given":"Louis Mozart","family":"Kamdem Teyou","sequence":"first","affiliation":[{"name":"Electronic, Informatic and Mathematic, Paderborn University, Paderborn, North Rhine-Westphalia, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8970-3850","authenticated-orcid":false,"given":"Caglar","family":"Demir","sequence":"additional","affiliation":[{"name":"Electronic, Informatic and Mathematic, Paderborn University, Paderborn, North Rhine-Westphalia, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7112-3516","authenticated-orcid":false,"given":"Axel-Cyrille","family":"Ngonga Ngomo","sequence":"additional","affiliation":[{"name":"Electronic, Informatic and Mathematic, Paderborn University, Paderborn, North Rhine-Westphalia, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2024,10,21]]},"reference":[{"key":"e_1_3_2_1_1_1","first-page":"32","article-title":"Multi-relational poincar\u00e9 graph embeddings","author":"Balazevic Ivana","year":"2019","unstructured":"Ivana Balazevic, Carl Allen, and Timothy Hospedales. Multi-relational poincar\u00e9 graph embeddings. Advances in Neural Information Processing Systems, 32, 2019.","journal-title":"Advances in Neural Information Processing Systems"},{"key":"e_1_3_2_1_2_1","volume-title":"Tucker: Tensor factorization for knowledge graph completion. arXiv preprint arXiv:1901.09590","author":"Allen Carl","year":"2019","unstructured":"Carl Allen, and Timothy M Hospedales. Tucker: Tensor factorization for knowledge graph completion. arXiv preprint arXiv:1901.09590, 2019."},{"key":"e_1_3_2_1_3_1","volume-title":"Translating embeddings for modeling multi-relational data. Advances in neural information processing systems, 26","author":"Bordes Antoine","year":"2013","unstructured":"Antoine Bordes, Nicolas Usunier, Alberto Garcia-Duran, Jason Weston, and Oksana Yakhnenko. Translating embeddings for modeling multi-relational data. Advances in neural information processing systems, 26, 2013."},{"key":"e_1_3_2_1_4_1","volume-title":"Brooks Cole","author":"Burden Richard L","year":"1997","unstructured":"Richard L Burden and J Douglas Faires. Numerical analysis. Brooks Cole, 1997."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i8.16850"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1142\/S0219530506000838"},{"key":"e_1_3_2_1_7_1","volume-title":"Low-dimensional hyperbolic knowledge graph embeddings. arXiv preprint arXiv:2005.00545","author":"Chami Ines","year":"2020","unstructured":"Ines Chami, Adva Wolf, Da-Cheng Juan, Frederic Sala, Sujith Ravi, and Christopher R\u00e9. Low-dimensional hyperbolic knowledge graph embeddings. arXiv preprint arXiv:2005.00545, 2020."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3030076"},{"key":"e_1_3_2_1_9_1","volume-title":"L2 regularization for learning kernels. arXiv preprint arXiv:1205.2653","author":"Cortes Corinna","year":"2012","unstructured":"Corinna Cortes, Mehryar Mohri, and Afshin Rostamizadeh. L2 regularization for learning kernels. arXiv preprint arXiv:1205.2653, 2012."},{"key":"e_1_3_2_1_10_1","first-page":"656","volume-title":"Asian Conference on Machine Learning","author":"Demir Caglar","year":"2021","unstructured":"Caglar Demir, Diego Moussallem, Stefan Heindorf, and Axel-Cyrille Ngonga Ngomo. Convolutional hypercomplex embeddings for link prediction. In Asian Conference on Machine Learning, pages 656--671. PMLR, 2021."},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-43418-1_34"},{"key":"e_1_3_2_1_12_1","volume-title":"Proceedings of the AAAI conference on artificial intelligence","volume":"32","author":"Dettmers Tim","year":"2018","unstructured":"Tim Dettmers, Pasquale Minervini, Pontus Stenetorp, and Sebastian Riedel. Convolutional 2d knowledge graph embeddings. In Proceedings of the AAAI conference on artificial intelligence, volume 32, 2018."},{"key":"e_1_3_2_1_13_1","volume-title":"International Journal of Engineering and Innovative Technology (IJEIT), 2(1):189--194","author":"Dongare AD","year":"2012","unstructured":"AD Dongare, RR Kharde, Amit D Kachare, et al. Introduction to artificial neural network. International Journal of Engineering and Innovative Technology (IJEIT), 2(1):189--194, 2012."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2013.6738614"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.3386\/w20970"},{"key":"e_1_3_2_1_16_1","volume-title":"Elena Georgievna Glagoleva, and Emmanuil Elevich Shnol. Functions and graphs","author":"Gelfand Izrail Moiseevich","year":"1990","unstructured":"Izrail Moiseevich Gelfand, Elena Georgievna Glagoleva, and Emmanuil Elevich Shnol. Functions and graphs, volume 1. Springer Science & Business Media, 1990."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1090\/S0025-5718-69-99647-1"},{"issue":"390","key":"e_1_3_2_1_18_1","doi-asserted-by":"crossref","first-page":"418","DOI":"10.2307\/3613897","article-title":"Functions and graphs. by im gelfand, eg glagoleva, and ee shnol. pp. v, 105. 56s. 1969.(massachusetts institute of technology; great russell street, london, wci)","volume":"54","author":"Hesselgreaves JW","year":"1970","unstructured":"JW Hesselgreaves. Functions and graphs. by im gelfand, eg glagoleva, and ee shnol. pp. v, 105. 56s. 1969.(massachusetts institute of technology; great russell street, london, wci). The Mathematical Gazette, 54(390):418--418, 1970.","journal-title":"The Mathematical Gazette"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/3447772"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/P15-1067"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v30i1.10089"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3070843"},{"key":"e_1_3_2_1_24_1","volume-title":"Dual quaternions","author":"Jia Yan-Bin","year":"2013","unstructured":"Yan-Bin Jia. Dual quaternions. Iowa State University: Ames, IA, USA, 2013."},{"key":"e_1_3_2_1_25_1","volume-title":"Simple embedding for link prediction in knowledge graphs. Advances in neural information processing systems, 31","author":"Kazemi Seyed Mehran","year":"2018","unstructured":"Seyed Mehran Kazemi and David Poole. Simple embedding for link prediction in knowledge graphs. Advances in neural information processing systems, 31, 2018."},{"key":"e_1_3_2_1_26_1","volume-title":"Function spaces","author":"Kufner Alois","year":"1977","unstructured":"Alois Kufner, Oldrich John, and Svatopluk Fucik. Function spaces, volume 3. Springer Science & Business Media, 1977."},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/3340531.3412028"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1109\/CAC59555.2023.10450693"},{"key":"e_1_3_2_1_29_1","volume-title":"Multi-hop knowledge graph reasoning with reward shaping. arXiv preprint arXiv:1808.10568","author":"Lin Xi Victoria","year":"2018","unstructured":"Xi Victoria Lin, Richard Socher, and Caiming Xiong. Multi-hop knowledge graph reasoning with reward shaping. arXiv preprint arXiv:1808.10568, 2018."},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v29i1.9491"},{"key":"e_1_3_2_1_31_1","first-page":"3104482","volume-title":"Icml","volume":"11","author":"Nickel Maximilian","year":"2011","unstructured":"Maximilian Nickel, Volker Tresp, Hans-Peter Kriegel, et al. A three-way model for collective learning on multi-relational data. In Icml, volume 11, pages 3104482-- 3104584, 2011."},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4614-6271-2"},{"key":"e_1_3_2_1_33_1","volume-title":"Principles of mathematical analysis","author":"Walter Rudin","year":"1964","unstructured":"Walter Rudin et al. Principles of mathematical analysis, volume 3. McGraw-hill New York, 1964."},{"key":"e_1_3_2_1_34_1","volume-title":"You can teach an old dog new tricks! on training knowledge graph embeddings","author":"Ruffinelli Daniel","year":"2020","unstructured":"Daniel Ruffinelli, Samuel Broscheit, and Rainer Gemulla. You can teach an old dog new tricks! on training knowledge graph embeddings. 2020."},{"key":"e_1_3_2_1_35_1","volume-title":"Google Blog","author":"Singhal A.","year":"2012","unstructured":"A. Singhal. Introducing the knowledge graph: Things, not strings. Google Blog, 2012. Retrieved from https:\/\/www.blog.google\/products\/search\/introducingknowledge- graph-things-not\/."},{"key":"e_1_3_2_1_36_1","volume-title":"Rotate: Knowledge graph embedding by relational rotation in complex space. arXiv preprint arXiv:1902.10197","author":"Sun Zhiqing","year":"2019","unstructured":"Zhiqing Sun, Zhi-Hong Deng, Jian-Yun Nie, and Jian Tang. Rotate: Knowledge graph embedding by relational rotation in complex space. arXiv preprint arXiv:1902.10197, 2019."},{"issue":"130","key":"e_1_3_2_1_37_1","first-page":"1","article-title":"Knowledge graph completion via complex tensor factorization","volume":"18","author":"Trouillon Th\u00e9o","year":"2017","unstructured":"Th\u00e9o Trouillon, Christopher R Dance, \u00c9ric Gaussier, Johannes Welbl, Sebastian Riedel, and Guillaume Bouchard. Knowledge graph completion via complex tensor factorization. Journal of Machine Learning Research, 18(130):1--38, 2017.","journal-title":"Journal of Machine Learning Research"},{"key":"e_1_3_2_1_38_1","first-page":"2071","volume-title":"International conference on machine learning","author":"Trouillon Th\u00e9o","year":"2016","unstructured":"Th\u00e9o Trouillon, Johannes Welbl, Sebastian Riedel, \u00c9ric Gaussier, and Guillaume Bouchard. Complex embeddings for simple link prediction. In International conference on machine learning, pages 2071--2080. PMLR, 2016."},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2017.2754499"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330989"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v28i1.8870"},{"key":"e_1_3_2_1_42_1","volume-title":"Knowledge semantic representation: a generative model for interpretable knowledge graph embedding. arXiv preprint arXiv:1608.07685","author":"Xiao Han","year":"2016","unstructured":"Han Xiao, Minlie Huang, and Xiaoyan Zhu. Knowledge semantic representation: a generative model for interpretable knowledge graph embedding. arXiv preprint arXiv:1608.07685, 2016."},{"key":"e_1_3_2_1_43_1","volume-title":"Embedding entities and relations for learning and inference in knowledge bases. arXiv preprint arXiv:1412.6575","author":"Yang Bishan","year":"2014","unstructured":"Bishan Yang, Wen-tau Yih, Xiaodong He, Jianfeng Gao, and Li Deng. Embedding entities and relations for learning and inference in knowledge bases. arXiv preprint arXiv:1412.6575, 2014."},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9781139172011"},{"key":"e_1_3_2_1_45_1","volume-title":"Quaternion knowledge graph embeddings. Advances in neural information processing systems, 32","author":"Zhang Shuai","year":"2019","unstructured":"Shuai Zhang, Yi Tay, Lina Yao, and Qi Liu. Quaternion knowledge graph embeddings. Advances in neural information processing systems, 32, 2019."}],"event":{"name":"CIKM '24: The 33rd ACM International Conference on Information and Knowledge Management","sponsor":["SIGIR ACM Special Interest Group on Information Retrieval"],"location":"Boise ID USA","acronym":"CIKM '24"},"container-title":["Proceedings of the 33rd ACM International Conference on Information and Knowledge Management"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3627673.3679819","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3627673.3679819","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T00:58:07Z","timestamp":1750294687000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3627673.3679819"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,10,21]]},"references-count":44,"alternative-id":["10.1145\/3627673.3679819","10.1145\/3627673"],"URL":"https:\/\/doi.org\/10.1145\/3627673.3679819","relation":{},"subject":[],"published":{"date-parts":[[2024,10,21]]},"assertion":[{"value":"2024-10-21","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}