{"id":"https://openalex.org/W4243393140","doi":"https://doi.org/10.1007/978-3-030-57321-8","title":"Machine Learning and Knowledge Extraction","display_name":"Machine Learning and Knowledge Extraction","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W4243393140","doi":"https://doi.org/10.1007/978-3-030-57321-8"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-57321-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-57321-8","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"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/hal-03414737","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034657358","display_name":"Andreas Holzinger","orcid":"https://orcid.org/0000-0002-6786-5194"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]},{"id":"https://openalex.org/I202276237","display_name":"Medical University of Graz","ror":"https://ror.org/02n0bts35","country_code":"AT","type":"education","lineage":["https://openalex.org/I202276237"]}],"countries":["AT","CA"],"is_corresponding":false,"raw_author_name":"Andreas Holzinger","raw_affiliation_strings":["Human-Centered AI Lab, Institute for Medical Informatics, Statistics and Doumentation, Medical University Graz, Graz, Austria","Medical University of Graz = Medizinische Universit\u00e4t Graz (Auenbruggerpl. 2, 8036 Graz - Austria)","University of Alberta (116 St & 85 Ave, Edmonton, AB T6G 2R3 - Canada)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Human-Centered AI Lab, Institute for Medical Informatics, Statistics and Doumentation, Medical University Graz, Graz, Austria","institution_ids":["https://openalex.org/I202276237"]},{"raw_affiliation_string":"Medical University of Graz = Medizinische Universit\u00e4t Graz (Auenbruggerpl. 2, 8036 Graz - Austria)","institution_ids":["https://openalex.org/I202276237"]},{"raw_affiliation_string":"University of Alberta (116 St & 85 Ave, Edmonton, AB T6G 2R3 - Canada)","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064355276","display_name":"Peter Kieseberg","orcid":"https://orcid.org/0000-0002-2847-2152"},"institutions":[{"id":"https://openalex.org/I25485817","display_name":"University of Applied Sciences St P\u00f6lten","ror":"https://ror.org/039a2re55","country_code":"AT","type":"education","lineage":["https://openalex.org/I25485817"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Peter Kieseberg","raw_affiliation_strings":["UAS St. P\u00f6lten, St. P\u00f6lten, Austria","St. P\u00f6lten University of Applied Sciences (Austria)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UAS St. P\u00f6lten, St. P\u00f6lten, Austria","institution_ids":["https://openalex.org/I25485817"]},{"raw_affiliation_string":"St. P\u00f6lten University of Applied Sciences (Austria)","institution_ids":["https://openalex.org/I25485817"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043499130","display_name":"A Min Tjoa","orcid":"https://orcid.org/0000-0002-8295-9252"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"A Min Tjoa","raw_affiliation_strings":["Institute of Software Technology and  Interactive Systems, Technical University of Vienna, Vienna, Austria","TU Wien - Vienna University of Technology = Technische Universit\u00e4t Wien (Technische Universit\u00e4t Wien (TUW) - Karlsplatz 13, 1040 Vienna - Austria)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Software Technology and  Interactive Systems, Technical University of Vienna, Vienna, Austria","institution_ids":["https://openalex.org/I145847075"]},{"raw_affiliation_string":"TU Wien - Vienna University of Technology = Technische Universit\u00e4t Wien (Technische Universit\u00e4t Wien (TUW) - Karlsplatz 13, 1040 Vienna - Austria)","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083435816","display_name":"Edgar Weippl","orcid":"https://orcid.org/0000-0003-0665-6126"},"institutions":[{"id":"https://openalex.org/I4210167190","display_name":"SBA Research","ror":"https://ror.org/05nny6x17","country_code":"AT","type":"facility","lineage":["https://openalex.org/I4210167190"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Edgar Weippl","raw_affiliation_strings":["SBA Research, Vienna, Austria","SBA Research (Sommerpalais Harrach ; Favoritenstrasse 16, 2. Stock ; AT-1040 Vienna - Austria)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SBA Research, Vienna, Austria","institution_ids":["https://openalex.org/I4210167190"]},{"raw_affiliation_string":"SBA Research (Sommerpalais Harrach ; Favoritenstrasse 16, 2. Stock ; AT-1040 Vienna - Austria)","institution_ids":["https://openalex.org/I4210167190"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":51,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13650","display_name":"Computational Physics and Python Applications","score":0.0284000001847744,"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"}},"topics":[{"id":"https://openalex.org/T13650","display_name":"Computational Physics and Python Applications","score":0.0284000001847744,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.02250000089406967,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.019200000911951065,"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":0.872990608215332},{"id":"https://openalex.org/keywords/information-extraction","display_name":"Information extraction","score":0.5758482217788696},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5426351428031921},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.5237933397293091},{"id":"https://openalex.org/keywords/extraction","display_name":"Extraction (chemistry)","score":0.5116798877716064},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.47172966599464417},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.411484956741333}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.872990608215332},{"id":"https://openalex.org/C195807954","wikidata":"https://www.wikidata.org/wiki/Q1662562","display_name":"Information extraction","level":2,"score":0.5758482217788696},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5426351428031921},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.5237933397293091},{"id":"https://openalex.org/C4725764","wikidata":"https://www.wikidata.org/wiki/Q844704","display_name":"Extraction (chemistry)","level":2,"score":0.5116798877716064},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.47172966599464417},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.411484956741333},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-030-57321-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-57321-8","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"},{"id":"pmh:oai:HAL:hal-03414737v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-03414737","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Springer International Publishing, LNCS-12279, 2020, Lecture Notes in Computer Science, 978-3-030-57320-1. &#x27E8;10.1007/978-3-030-57321-8&#x27E9;","raw_type":"info:eu-repo/semantics/book"},{"id":"pmh:oai:cds.cern.ch:2744152","is_oa":false,"landing_page_url":"http://cds.cern.ch/record/2744152","pdf_url":null,"source":{"id":"https://openalex.org/S4306400735","display_name":"International Linear Collider","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":"","raw_type":null}],"best_oa_location":{"id":"pmh:oai:HAL:hal-03414737v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-03414737","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Springer International Publishing, LNCS-12279, 2020, Lecture Notes in Computer Science, 978-3-030-57320-1. &#x27E8;10.1007/978-3-030-57321-8&#x27E9;","raw_type":"info:eu-repo/semantics/book"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4292070284","https://openalex.org/W4319071221","https://openalex.org/W2016355461","https://openalex.org/W4313174091","https://openalex.org/W4383535523","https://openalex.org/W2386938185","https://openalex.org/W1986386500","https://openalex.org/W2068844411","https://openalex.org/W4313219769","https://openalex.org/W3006227201"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":2}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2022-05-12T00:00:00"}
