{"id":"https://openalex.org/W2009141112","doi":"https://doi.org/10.1007/s10994-008-5076-4","title":"Learning probabilistic logic models from probabilistic examples","display_name":"Learning probabilistic logic models from probabilistic examples","publication_year":2008,"publication_date":"2008-08-05","ids":{"openalex":"https://openalex.org/W2009141112","doi":"https://doi.org/10.1007/s10994-008-5076-4","mag":"2009141112","pmid":"https://pubmed.ncbi.nlm.nih.gov/19888348"},"language":"en","primary_location":{"id":"doi:10.1007/s10994-008-5076-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-008-5076-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-008-5076-4.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s10994-008-5076-4.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100709936","display_name":"Jianzhong Chen","orcid":"https://orcid.org/0000-0002-8232-7298"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Jianzhong Chen","raw_affiliation_strings":["Department of Computing, Imperial College London, London SW7 2AZ, UK","Dept. of Computing, Imperial College London, London, UK SW7 2AZ#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Imperial College London, London SW7 2AZ, UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Dept. of Computing, Imperial College London, London, UK SW7 2AZ#TAB#","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076917665","display_name":"Stephen Muggleton","orcid":"https://orcid.org/0000-0001-6061-6104"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Stephen Muggleton","raw_affiliation_strings":["Department of Computing, Imperial College London, London, SW7 2AZ, UK","Dept. of Computing, Imperial College London, London, UK SW7 2AZ#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Imperial College London, London, SW7 2AZ, UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Dept. of Computing, Imperial College London, London, UK SW7 2AZ#TAB#","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089427591","display_name":"Jos\u00e9 S\u00e1ntos","orcid":"https://orcid.org/0000-0002-4212-1367"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Santos","raw_affiliation_strings":["Department of Computing, Imperial College London, London, SW7 2AZ, UK","Dept. of Computing, Imperial College London, London, UK SW7 2AZ#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Imperial College London, London, SW7 2AZ, UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Dept. of Computing, Imperial College London, London, UK SW7 2AZ#TAB#","institution_ids":["https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100709936"],"corresponding_institution_ids":["https://openalex.org/I47508984"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":8.857,"has_fulltext":true,"cited_by_count":29,"citation_normalized_percentile":{"value":0.97434442,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"73","issue":"1","first_page":"55","last_page":"85"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.998199999332428,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.998199999332428,"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/T11010","display_name":"Logic, Reasoning, and Knowledge","score":0.9803000092506409,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9790999889373779,"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/probabilistic-logic","display_name":"Probabilistic logic","score":0.8763126134872437},{"id":"https://openalex.org/keywords/inductive-logic-programming","display_name":"Inductive logic programming","score":0.6577812433242798},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5705706477165222},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5290141105651855},{"id":"https://openalex.org/keywords/probabilistic-argumentation","display_name":"Probabilistic argumentation","score":0.5133870840072632},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4475904703140259},{"id":"https://openalex.org/keywords/statistical-model","display_name":"Statistical model","score":0.43619304895401},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3365280032157898}],"concepts":[{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.8763126134872437},{"id":"https://openalex.org/C2779382394","wikidata":"https://www.wikidata.org/wiki/Q1464197","display_name":"Inductive logic programming","level":2,"score":0.6577812433242798},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5705706477165222},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5290141105651855},{"id":"https://openalex.org/C128828806","wikidata":"https://www.wikidata.org/wiki/Q7246848","display_name":"Probabilistic argumentation","level":3,"score":0.5133870840072632},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4475904703140259},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.43619304895401},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3365280032157898}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s10994-008-5076-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-008-5076-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-008-5076-4.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},{"id":"pmid:19888348","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/19888348","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine learning","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:2771423","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/2771423","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Mach Learn","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s10994-008-5076-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-008-5076-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-008-5076-4.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320308943","display_name":"Microsoft Research","ror":"https://ror.org/00d0nc645"},{"id":"https://openalex.org/F4320320005","display_name":"Royal Academy of Engineering","ror":"https://ror.org/0526snb40"},{"id":"https://openalex.org/F4320334629","display_name":"Biotechnology and Biological Sciences Research Council","ror":"https://ror.org/00cwqg982"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2009141112.pdf","grobid_xml":"https://content.openalex.org/works/W2009141112.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W26772505","https://openalex.org/W129414309","https://openalex.org/W160274533","https://openalex.org/W391985582","https://openalex.org/W1487691575","https://openalex.org/W1509180139","https://openalex.org/W1530235063","https://openalex.org/W1562506262","https://openalex.org/W1566045017","https://openalex.org/W1579031323","https://openalex.org/W1585529040","https://openalex.org/W1723714545","https://openalex.org/W1860880244","https://openalex.org/W1965552673","https://openalex.org/W1977970897","https://openalex.org/W1987005090","https://openalex.org/W1987902506","https://openalex.org/W2038780961","https://openalex.org/W2045656233","https://openalex.org/W2084943080","https://openalex.org/W2090761873","https://openalex.org/W2106596127","https://openalex.org/W2111221376","https://openalex.org/W2133532264","https://openalex.org/W2135498576","https://openalex.org/W2137126099","https://openalex.org/W2149612380","https://openalex.org/W2159080219","https://openalex.org/W2283350629","https://openalex.org/W2478547901","https://openalex.org/W2497449838","https://openalex.org/W2557170273","https://openalex.org/W2561675875","https://openalex.org/W3090721158","https://openalex.org/W4206408472","https://openalex.org/W4255373292","https://openalex.org/W4256140420","https://openalex.org/W6629287044","https://openalex.org/W6633761756","https://openalex.org/W6634004255","https://openalex.org/W6637634800"],"related_works":["https://openalex.org/W4294533825","https://openalex.org/W2995415950","https://openalex.org/W4362598739","https://openalex.org/W4378221898","https://openalex.org/W3206245021","https://openalex.org/W2404949192","https://openalex.org/W4283579494","https://openalex.org/W2225666389","https://openalex.org/W2118775997","https://openalex.org/W2009141112"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}