{"id":"https://openalex.org/W2884912619","doi":"https://doi.org/10.1007/978-3-030-00856-7_1","title":"Data Science with Vadalog: Bridging Machine Learning and Reasoning","display_name":"Data Science with Vadalog: Bridging Machine Learning and Reasoning","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2884912619","doi":"https://doi.org/10.1007/978-3-030-00856-7_1","mag":"2884912619"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-00856-7_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-00856-7_1","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/A5049287242","display_name":"Luigi Bellomarini","orcid":"https://orcid.org/0000-0001-6863-0162"},"institutions":[{"id":"https://openalex.org/I103737770","display_name":"Bank of Italy","ror":"https://ror.org/03v2nbx43","country_code":"IT","type":"funder","lineage":["https://openalex.org/I103737770"]},{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB","IT"],"is_corresponding":false,"raw_author_name":"Luigi Bellomarini","raw_affiliation_strings":["Banca d\u2019Italia, Rome, Italy","University of Oxford, Oxford, UK"],"affiliations":[{"raw_affiliation_string":"Banca d\u2019Italia, Rome, Italy","institution_ids":["https://openalex.org/I103737770"]},{"raw_affiliation_string":"University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008812580","display_name":"Ruslan R. Fayzrakhmanov","orcid":null},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ruslan R. Fayzrakhmanov","raw_affiliation_strings":["University of Oxford, Oxford, UK"],"affiliations":[{"raw_affiliation_string":"University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050151740","display_name":"Georg Gottlob","orcid":"https://orcid.org/0000-0002-2353-5230"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]},{"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","GB"],"is_corresponding":true,"raw_author_name":"Georg Gottlob","raw_affiliation_strings":["TU Wien, Vienna, Austria","University of Oxford, Oxford, UK"],"affiliations":[{"raw_affiliation_string":"TU Wien, Vienna, Austria","institution_ids":["https://openalex.org/I145847075"]},{"raw_affiliation_string":"University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065777566","display_name":"Andrey Kravchenko","orcid":"https://orcid.org/0000-0002-9066-7743"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Andrey Kravchenko","raw_affiliation_strings":["University of Oxford, Oxford, UK"],"affiliations":[{"raw_affiliation_string":"University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013115060","display_name":"Eleonora Laurenza","orcid":"https://orcid.org/0000-0002-2786-8163"},"institutions":[{"id":"https://openalex.org/I103737770","display_name":"Bank of Italy","ror":"https://ror.org/03v2nbx43","country_code":"IT","type":"funder","lineage":["https://openalex.org/I103737770"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Eleonora Laurenza","raw_affiliation_strings":["Banca d\u2019Italia, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Banca d\u2019Italia, Rome, Italy","institution_ids":["https://openalex.org/I103737770"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082856719","display_name":"Yavor Nenov","orcid":null},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yavor Nenov","raw_affiliation_strings":["University of Oxford, Oxford, UK"],"affiliations":[{"raw_affiliation_string":"University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078679591","display_name":"St\u00e9phane Reissfelder","orcid":"https://orcid.org/0009-0003-1171-2994"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"St\u00e9phane Reissfelder","raw_affiliation_strings":["University of Oxford, Oxford, UK"],"affiliations":[{"raw_affiliation_string":"University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012243761","display_name":"Emanuel Sallinger","orcid":"https://orcid.org/0000-0001-7441-129X"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Emanuel Sallinger","raw_affiliation_strings":["University of Oxford, Oxford, UK"],"affiliations":[{"raw_affiliation_string":"University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000114117","display_name":"Evgeny Sherkhonov","orcid":null},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Evgeny Sherkhonov","raw_affiliation_strings":["University of Oxford, Oxford, UK"],"affiliations":[{"raw_affiliation_string":"University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005697407","display_name":"Lianlong Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Lianlong Wu","raw_affiliation_strings":["University of Oxford, Oxford, UK"],"affiliations":[{"raw_affiliation_string":"University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I40120149"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5050151740"],"corresponding_institution_ids":["https://openalex.org/I145847075","https://openalex.org/I40120149"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.3594,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.84601691,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"3","last_page":"21"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9990000128746033,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9990000128746033,"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/T11719","display_name":"Data Quality and Management","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9943000078201294,"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":0.8115880489349365},{"id":"https://openalex.org/keywords/bridging","display_name":"Bridging (networking)","score":0.6114696264266968},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5715101957321167},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5699398517608643},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.5646745562553406},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.4735618829727173},{"id":"https://openalex.org/keywords/logical-reasoning","display_name":"Logical reasoning","score":0.45145097374916077},{"id":"https://openalex.org/keywords/reasoning-system","display_name":"Reasoning system","score":0.41903746128082275},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.39115381240844727},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3504854440689087}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8115880489349365},{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.6114696264266968},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5715101957321167},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5699398517608643},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.5646745562553406},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.4735618829727173},{"id":"https://openalex.org/C43971567","wikidata":"https://www.wikidata.org/wiki/Q3142865","display_name":"Logical reasoning","level":2,"score":0.45145097374916077},{"id":"https://openalex.org/C89288958","wikidata":"https://www.wikidata.org/wiki/Q7301504","display_name":"Reasoning system","level":2,"score":0.41903746128082275},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39115381240844727},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3504854440689087},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-00856-7_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-00856-7_1","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"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.4300000071525574,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G5508754757","display_name":null,"funder_award_id":"2370505","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8400180575","display_name":null,"funder_award_id":"EP/M025268/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W136734405","https://openalex.org/W805460309","https://openalex.org/W1511011071","https://openalex.org/W1553296127","https://openalex.org/W1558832481","https://openalex.org/W1585529040","https://openalex.org/W1673310716","https://openalex.org/W1824207140","https://openalex.org/W1860880244","https://openalex.org/W1977970897","https://openalex.org/W1988045490","https://openalex.org/W1993042845","https://openalex.org/W2001399171","https://openalex.org/W2042252689","https://openalex.org/W2049506335","https://openalex.org/W2052532675","https://openalex.org/W2076839769","https://openalex.org/W2077518845","https://openalex.org/W2080133951","https://openalex.org/W2114541504","https://openalex.org/W2125399128","https://openalex.org/W2135209143","https://openalex.org/W2148096737","https://openalex.org/W2152956989","https://openalex.org/W2153225416","https://openalex.org/W2171472464","https://openalex.org/W2255085205","https://openalex.org/W2301141256","https://openalex.org/W2345893317","https://openalex.org/W2574187470","https://openalex.org/W2605191286","https://openalex.org/W2612069656","https://openalex.org/W2725469321","https://openalex.org/W2741216218","https://openalex.org/W2759067747","https://openalex.org/W2780545631","https://openalex.org/W2805431892","https://openalex.org/W2808240130","https://openalex.org/W2902713252","https://openalex.org/W2913389685","https://openalex.org/W2963572185","https://openalex.org/W3104376605","https://openalex.org/W3121961986","https://openalex.org/W4210596830","https://openalex.org/W4210702584","https://openalex.org/W4234185770","https://openalex.org/W4241523655","https://openalex.org/W4242744113","https://openalex.org/W4293249558"],"related_works":["https://openalex.org/W4292070284","https://openalex.org/W4312933959","https://openalex.org/W4386298164","https://openalex.org/W4229080059","https://openalex.org/W4286257253","https://openalex.org/W2916853871","https://openalex.org/W2389872472","https://openalex.org/W2798664319","https://openalex.org/W2311306072","https://openalex.org/W4226458493"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}