{"id":"https://openalex.org/W4402364243","doi":"https://doi.org/10.1007/978-3-031-71167-1_15","title":"Enhancing Machine Learning Predictions Through Knowledge Graph Embeddings","display_name":"Enhancing Machine Learning Predictions Through Knowledge Graph Embeddings","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402364243","doi":"https://doi.org/10.1007/978-3-031-71167-1_15"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-71167-1_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-71167-1_15","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015625551","display_name":"Majlinda Llugiqi","orcid":"https://orcid.org/0000-0002-5008-6856"},"institutions":[{"id":"https://openalex.org/I102248843","display_name":"Vienna University of Economics and Business","ror":"https://ror.org/03yn8s215","country_code":"AT","type":"education","lineage":["https://openalex.org/I102248843"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Majlinda Llugiqi","raw_affiliation_strings":["Vienna University of Economics and Business, Vienna, Austria"],"raw_orcid":"https://orcid.org/0000-0002-5008-6856","affiliations":[{"raw_affiliation_string":"Vienna University of Economics and Business, Vienna, Austria","institution_ids":["https://openalex.org/I102248843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012198006","display_name":"Fajar J. Ekaputra","orcid":"https://orcid.org/0000-0003-4569-2496"},"institutions":[{"id":"https://openalex.org/I102248843","display_name":"Vienna University of Economics and Business","ror":"https://ror.org/03yn8s215","country_code":"AT","type":"education","lineage":["https://openalex.org/I102248843"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Fajar J. Ekaputra","raw_affiliation_strings":["Vienna University of Economics and Business, Vienna, Austria"],"raw_orcid":"https://orcid.org/0000-0003-4569-2496","affiliations":[{"raw_affiliation_string":"Vienna University of Economics and Business, Vienna, Austria","institution_ids":["https://openalex.org/I102248843"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002849767","display_name":"Marta Sabou","orcid":"https://orcid.org/0000-0001-9301-8418"},"institutions":[{"id":"https://openalex.org/I102248843","display_name":"Vienna University of Economics and Business","ror":"https://ror.org/03yn8s215","country_code":"AT","type":"education","lineage":["https://openalex.org/I102248843"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Marta Sabou","raw_affiliation_strings":["Vienna University of Economics and Business, Vienna, Austria"],"raw_orcid":"https://orcid.org/0000-0001-9301-8418","affiliations":[{"raw_affiliation_string":"Vienna University of Economics and Business, Vienna, Austria","institution_ids":["https://openalex.org/I102248843"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5015625551"],"corresponding_institution_ids":["https://openalex.org/I102248843"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":3.4959,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.94629557,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"279","last_page":"295"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9905999898910522,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8535671830177307},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.5797303915023804},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5188190340995789},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4624069035053253},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.39868101477622986},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3361886739730835}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8535671830177307},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.5797303915023804},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5188190340995789},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4624069035053253},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.39868101477622986},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3361886739730835}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-71167-1_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-71167-1_15","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:research.wu.ac.at:openaire_cris_publications/fe93f6ec-f3f8-4588-93b7-a87d06802ec0","is_oa":false,"landing_page_url":"https://research.wu.ac.at/de/publications/fe93f6ec-f3f8-4588-93b7-a87d06802ec0","pdf_url":null,"source":{"id":"https://openalex.org/S7407055123","display_name":"WU Research","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Llugiqi, M, Ekaputra, F J & Sabou, M 2024, Enhancing Machine Learning Predictions Through Knowledge Graph Embeddings. in T R Besold, A d\u2019Avila Garcez, E Jimenez-Ruiz, R Confalonieri, P Madhyastha & B Wagner (eds), Neural-Symbolic Learning and Reasoning - 18th International Conference, NeSy 2024, Proceedings : Barcelona, Spain, September 9-12, 2024. vol. 1, Springer Nature Switzerland AG, Cham, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 14979, pp. 279-295, 18th International Conference on Neural-Symbolic Learning and Reasoning, NeSy 2024, Barcelona, Spain, 9/09/24. https://doi.org/10.1007/978-3-031-71167-1_15","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1552847225","https://openalex.org/W1984067176","https://openalex.org/W2113312215","https://openalex.org/W2523679382","https://openalex.org/W2743187225","https://openalex.org/W2754799147","https://openalex.org/W2810240994","https://openalex.org/W2888828233","https://openalex.org/W2897232984","https://openalex.org/W2919200815","https://openalex.org/W2922163622","https://openalex.org/W2933013505","https://openalex.org/W2943511409","https://openalex.org/W2945712752","https://openalex.org/W2949767632","https://openalex.org/W2962756421","https://openalex.org/W2985144581","https://openalex.org/W3003504112","https://openalex.org/W3023173615","https://openalex.org/W3092745004","https://openalex.org/W3099560096","https://openalex.org/W3113149630","https://openalex.org/W3121644786","https://openalex.org/W3122398862","https://openalex.org/W3125584267","https://openalex.org/W3132091045","https://openalex.org/W3200351420","https://openalex.org/W4205511145","https://openalex.org/W4213454368","https://openalex.org/W4313573052","https://openalex.org/W4385764391","https://openalex.org/W4388951045"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
