{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,23]],"date-time":"2026-04-23T20:06:48Z","timestamp":1776974808552,"version":"3.51.4"},"reference-count":67,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"project Speaker","award":["BMWi FKZ 01MK20011A"],"award-info":[{"award-number":["BMWi FKZ 01MK20011A"]}]},{"name":"project Joseph (Fraunhofer Zukunftsstiftung)\u2013Cleopatra","award":["GA 812997"],"award-info":[{"award-number":["GA 812997"]}]},{"name":"project Excellence Clusters ML2R","award":["BmBF FKZ 01 15 18038 A\/B\/C"],"award-info":[{"award-number":["BmBF FKZ 01 15 18038 A\/B\/C"]}]},{"name":"project MLwin","award":["01IS18050"],"award-info":[{"award-number":["01IS18050"]}]},{"name":"ScaDS.AI","award":["IS18026A-F"],"award-info":[{"award-number":["IS18026A-F"]}]},{"name":"project Tailor","award":["EU GA 952215"],"award-info":[{"award-number":["EU GA 952215"]}]},{"name":"project H2020-EU PLATOON","award":["872592"],"award-info":[{"award-number":["872592"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2021]]},"DOI":"10.1109\/access.2021.3105183","type":"journal-article","created":{"date-parts":[[2021,8,16]],"date-time":"2021-08-16T20:21:44Z","timestamp":1629145304000},"page":"116002-116014","source":"Crossref","is-referenced-by-count":15,"title":["Link Prediction of Weighted Triples for Knowledge Graph Completion Within the Scholarly Domain"],"prefix":"10.1109","volume":"9","author":[{"given":"Mojtaba","family":"Nayyeri","sequence":"first","affiliation":[{"name":"SDA Research Group, University of Bonn, Bonn, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gokce Muge","family":"Cil","sequence":"additional","affiliation":[{"name":"SDA Research Group, University of Bonn, Bonn, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sahar","family":"Vahdati","sequence":"additional","affiliation":[{"name":"Nature-Inspired Machine Intelligence, Institute for Applied Informatics (InfAI), Dresden, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6557-3131","authenticated-orcid":false,"given":"Francesco","family":"Osborne","sequence":"additional","affiliation":[{"name":"Knowledge Media Institute, The Open University, Milton Keynes, U.K"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Andrey","family":"Kravchenko","sequence":"additional","affiliation":[{"name":"Christ Church, University of Oxford, Oxford, U.K"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6682-3419","authenticated-orcid":false,"given":"Simone","family":"Angioni","sequence":"additional","affiliation":[{"name":"Department of Mathematics and Computer Science, University of Cagliari, Cagliari, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4763-3943","authenticated-orcid":false,"given":"Angelo","family":"Salatino","sequence":"additional","affiliation":[{"name":"Knowledge Media Institute, The Open University, Milton Keynes, U.K"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8646-6183","authenticated-orcid":false,"given":"Diego","family":"Reforgiato Recupero","sequence":"additional","affiliation":[{"name":"Department of Mathematics and Computer Science, University of Cagliari, Cagliari, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0015-1952","authenticated-orcid":false,"given":"Enrico","family":"Motta","sequence":"additional","affiliation":[{"name":"Knowledge Media Institute, The Open University, Milton Keynes, U.K"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9108-4278","authenticated-orcid":false,"given":"Jens","family":"Lehmann","sequence":"additional","affiliation":[{"name":"SDA Research Group, University of Bonn, Bonn, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1162\/qss_a_00023"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-00668-6_8"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-49461-2_15"},{"key":"ref32","article-title":"Soft marginal TransE for scholarly knowledge graph completion","author":"nayyeri","year":"2019","journal-title":"arXiv 1904 12211"},{"key":"ref31","article-title":"5* knowledge graph embeddings with projective transformations","author":"nayyeri","year":"2021","journal-title":"Proc AAAI Conf Artif Intell"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2021.02.100"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-47602-5_18"},{"key":"ref36","first-page":"809","article-title":"A three-way model for collective learning on multi-relational data","volume":"11","author":"nickel","year":"2011","journal-title":"Proc ICML"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN48605.2020.9207513"},{"key":"ref34","article-title":"LogicENN: A neural based knowledge graphs embedding model with logical rules","author":"nayyeri","year":"2019","journal-title":"arXiv 1908 07141"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1145\/3386252"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.coling-main.46"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.2978386"},{"key":"ref63","article-title":"Embedding entities and relations for learning and inference in knowledge bases","author":"yang","year":"2014","journal-title":"arXiv 1412 6575"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/3191513"},{"key":"ref64","first-page":"3119","article-title":"Incorporating knowledge graph embeddings into topic modeling","author":"yao","year":"2017","journal-title":"Proc 31st AAAI Conf Artif Intell (AAAI)"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.3233\/DS-190015"},{"key":"ref65","article-title":"Quaternion knowledge graph embeddings","author":"zhang","year":"2019","journal-title":"arXiv 1904 10281"},{"key":"ref66","article-title":"Graph neural networks: A review of methods and applications","author":"zhou","year":"2018","journal-title":"arXiv 1812 08434"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/s11192-012-0783-9"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1145\/3132847.3132939"},{"key":"ref2","first-page":"387","article-title":"Universities-industry collaboration: A systematic review","volume":"31","author":"ankrah","year":"2015","journal-title":"SSRN Electron J"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-55814-7_18"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/s11192-018-2824-5"},{"key":"ref22","first-page":"2863","article-title":"Canonical tensor decomposition for knowledge base completion","author":"lacroix","year":"2018","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.7717\/peerj-cs.78"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2012.134"},{"key":"ref23","article-title":"A method to learn embedding of a probabilistic medical knowledge graph: Algorithm development","author":"li","year":"2019","journal-title":"arXiv 1909 00672"},{"key":"ref26","doi-asserted-by":"crossref","first-page":"1150","DOI":"10.1016\/j.physa.2010.11.027","article-title":"Link prediction in complex networks: A survey","volume":"390","author":"l\u00fc","year":"2011","journal-title":"Phys A Statist Mech Appl"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1209\/0295-5075\/89\/18001"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/E17-1014"},{"key":"ref51","article-title":"Rotate: Knowledge graph embedding by relational rotation in complex space","author":"sun","year":"2019","journal-title":"Proc Int Conf Learn Represent"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1162\/qss_a_00021"},{"key":"ref58","article-title":"Unveiling scholarly communities over knowledge graphs","volume":"11057","author":"vahdati","year":"2018","journal-title":"Digital Libraries for Open Knowledge"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-49004-5_50"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1145\/1656242.1656245"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1007\/11762256_36"},{"key":"ref54","first-page":"2071","article-title":"Complex embeddings for simple link prediction","author":"trouillon","year":"2016","journal-title":"Proc ICML"},{"key":"ref53","article-title":"WiSP: Weighted shortest paths for RDF graphs","author":"tartari","year":"2018","journal-title":"Proc VOILA ISWC"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gkw937"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.3390\/electronics9050750"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-62466-8_9"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-61244-3_16"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1126\/science.aao0185"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/s00778-015-0394-1"},{"key":"ref14","doi-asserted-by":"crossref","first-page":"51","DOI":"10.3233\/ISU-2010-0613","article-title":"The anatomy of a nanopublication","volume":"30","author":"groth","year":"2010","journal-title":"Inform Services Use"},{"key":"ref15","first-page":"2935","article-title":"A survey of accuracy evaluation metrics of recommendation tasks","volume":"10","author":"gunawardana","year":"2009","journal-title":"J Mach Learn Res"},{"key":"ref16","article-title":"Metaresearch recommendations using knowledge graph embeddings","author":"henk","year":"2019","journal-title":"Proc RecNLP Workshop AAAI Conf"},{"key":"ref17","article-title":"Knowledge graphs","author":"hogan","year":"2020","journal-title":"arXiv 2003 02320 [cs]"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/3360901.3364435"},{"key":"ref19","article-title":"A survey on knowledge graphs: Representation, acquisition and applications","author":"ji","year":"2020","journal-title":"arXiv 2002 00388"},{"key":"ref4","first-page":"2787","article-title":"Translating embeddings for modeling multi-relational data","volume":"2","author":"bordes","year":"2013","journal-title":"Proc 26th Int Conf Neural Inf Process Syst (NIPS)"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4302-5990-9_4"},{"key":"ref6","first-page":"1","article-title":"R2DF framework for ranked path queries over weighted RDF graphs","author":"cede\u00f1o","year":"2011","journal-title":"Proc Int Conf Web Intell Mining Semantics (WIMS)"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1126\/science.abc7839"},{"key":"ref8","first-page":"88","article-title":"Marrying uncertainty and time in knowledge graphs","author":"chekol","year":"2017","journal-title":"Proc 31st AAAI Conf Artif Intell"},{"key":"ref7","article-title":"A framework for top-K queries over weighted RDF graphs","author":"cedeno","year":"2010"},{"key":"ref49","first-page":"4444","article-title":"ConceptNet 5.5: An open multilingual graph of general knowledge","author":"speer","year":"2017","journal-title":"Proc 31st AAAI Conf Artif Intell (AAAI)"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33013363"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1209\/0295-5075\/117\/28002"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.physa.2017.01.066"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1087\/2009202"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1209\/0295-5075\/127\/48002"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1162\/dint_a_00055"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-30760-8_26"},{"key":"ref44","first-page":"60","article-title":"Using the micropublications ontology and the open annotation data model to represent evidence within a drug-drug interaction knowledge base","volume":"1282","author":"schneider","year":"2014","journal-title":"Proc 4th Int Conf Linked Sci"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-00668-6_12"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/9312710\/09514834.pdf?arnumber=9514834","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,14]],"date-time":"2022-01-14T20:45:13Z","timestamp":1642193113000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9514834\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"references-count":67,"URL":"https:\/\/doi.org\/10.1109\/access.2021.3105183","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021]]}}}