{"id":"https://openalex.org/W1981266974","doi":"https://doi.org/10.1145/2556195.2556202","title":"Integration of large scale knowledge bases using probabilistic graphical models","display_name":"Integration of large scale knowledge bases using probabilistic graphical models","publication_year":2014,"publication_date":"2014-02-18","ids":{"openalex":"https://openalex.org/W1981266974","doi":"https://doi.org/10.1145/2556195.2556202","mag":"1981266974"},"language":"en","primary_location":{"id":"doi:10.1145/2556195.2556202","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2556195.2556202","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th ACM international conference on Web search and data mining","raw_type":"proceedings-article"},"type":"article","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/A5078445397","display_name":"Arnab Dutta","orcid":"https://orcid.org/0000-0001-8596-0112"},"institutions":[{"id":"https://openalex.org/I177802217","display_name":"University of Mannheim","ror":"https://ror.org/031bsb921","country_code":"DE","type":"education","lineage":["https://openalex.org/I177802217"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Arnab Kumar Dutta","raw_affiliation_strings":["University of Mannheim, Mannheim, Germany","University of Mannheim , Mannheim, Germany"],"affiliations":[{"raw_affiliation_string":"University of Mannheim, Mannheim, Germany","institution_ids":["https://openalex.org/I177802217"]},{"raw_affiliation_string":"University of Mannheim , Mannheim, Germany","institution_ids":["https://openalex.org/I177802217"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5078445397"],"corresponding_institution_ids":["https://openalex.org/I177802217"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05889492,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"643","last_page":"648"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9997000098228455,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9997000098228455,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9997000098228455,"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/T10028","display_name":"Topic Modeling","score":0.9987000226974487,"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/schema","display_name":"Schema (genetic algorithms)","score":0.8442202806472778},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8107140064239502},{"id":"https://openalex.org/keywords/ambiguity","display_name":"Ambiguity","score":0.7566334009170532},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6445898413658142},{"id":"https://openalex.org/keywords/identifier","display_name":"Identifier","score":0.6034755110740662},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5291029810905457},{"id":"https://openalex.org/keywords/knowledge-base","display_name":"Knowledge base","score":0.4752483367919922},{"id":"https://openalex.org/keywords/information-extraction","display_name":"Information extraction","score":0.4466783404350281},{"id":"https://openalex.org/keywords/data-integration","display_name":"Data integration","score":0.41887378692626953},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3958756625652313},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.341402143239975},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2286691665649414},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21451589465141296}],"concepts":[{"id":"https://openalex.org/C52146309","wikidata":"https://www.wikidata.org/wiki/Q7431116","display_name":"Schema (genetic algorithms)","level":2,"score":0.8442202806472778},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8107140064239502},{"id":"https://openalex.org/C2780522230","wikidata":"https://www.wikidata.org/wiki/Q1140419","display_name":"Ambiguity","level":2,"score":0.7566334009170532},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6445898413658142},{"id":"https://openalex.org/C154504017","wikidata":"https://www.wikidata.org/wiki/Q853614","display_name":"Identifier","level":2,"score":0.6034755110740662},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5291029810905457},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.4752483367919922},{"id":"https://openalex.org/C195807954","wikidata":"https://www.wikidata.org/wiki/Q1662562","display_name":"Information extraction","level":2,"score":0.4466783404350281},{"id":"https://openalex.org/C72634772","wikidata":"https://www.wikidata.org/wiki/Q386824","display_name":"Data integration","level":2,"score":0.41887378692626953},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3958756625652313},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.341402143239975},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2286691665649414},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21451589465141296},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2556195.2556202","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2556195.2556202","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th ACM international conference on Web search and data mining","raw_type":"proceedings-article"},{"id":"pmh:oai:ub-madoc.bib.uni-mannheim.de:35518","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196315","display_name":"MADOC (University of Mannheim)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177802217","host_organization_name":"University of Mannheim","host_organization_lineage":["https://openalex.org/I177802217"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Konferenzver\u00f6ffentlichung"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4300000071525574,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W32398813","https://openalex.org/W66673523","https://openalex.org/W102708294","https://openalex.org/W1493490255","https://openalex.org/W1512387364","https://openalex.org/W1535439311","https://openalex.org/W1548663377","https://openalex.org/W1597082186","https://openalex.org/W1795988145","https://openalex.org/W1907086563","https://openalex.org/W1977970897","https://openalex.org/W2020280480","https://openalex.org/W2022166150","https://openalex.org/W2045495924","https://openalex.org/W2100335205","https://openalex.org/W2120779048","https://openalex.org/W2125972432","https://openalex.org/W2153225416","https://openalex.org/W2161494021","https://openalex.org/W2167187514","https://openalex.org/W2250728538","https://openalex.org/W2250750514","https://openalex.org/W2251958415","https://openalex.org/W2271333323"],"related_works":["https://openalex.org/W4378651134","https://openalex.org/W4252684102","https://openalex.org/W2352307597","https://openalex.org/W1979633005","https://openalex.org/W2163724607","https://openalex.org/W3135403405","https://openalex.org/W2023227762","https://openalex.org/W2608983118","https://openalex.org/W1980092392","https://openalex.org/W37347591"],"abstract_inverted_index":{"Over":[0],"the":[1,85,91,95,100,104,108],"recent":[2],"past,":[3],"information":[4,32,106],"extraction":[5],"(IE)":[6],"systems":[7],"such":[8],"as":[9],"Nell":[10],"and":[11,33,53,63,99],"ReVerb":[12],"have":[13,57],"attained":[14],"much":[15],"success":[16],"in":[17,28],"creating":[18],"large":[19],"knowledge":[20,87],"resources":[21,27],"with":[22,36,60],"minimal":[23],"supervision.":[24],"But,":[25],"these":[26,78],"general,":[29],"lack":[30],"schema":[31,105],"contain":[34],"facts":[35,59],"high":[37],"degree":[38],"of":[39,81,94,107],"ambiguity":[40],"which":[41],"are":[42,55],"often":[43],"difficult":[44],"to":[45,76],"interpret.":[46],"Whereas,":[47],"Wikipedia-based":[48],"IE":[49,82,97],"projects":[50,83,98],"like":[51],"DBpedia":[52],"Yago":[54],"structured,":[56],"disambiguated":[58],"unique":[61],"identifiers":[62],"maintain":[64],"a":[65,73],"well-defined":[66],"schema.":[67],"In":[68],"this":[69],"work,":[70],"we":[71],"propose":[72],"probabilistic":[74],"method":[75],"integrate":[77],"two":[79],"types":[80],"where":[84],"structured":[86],"bases":[88],"benefit":[89],"from":[90,103],"wide":[92],"coverage":[93],"semi-supervised":[96],"latter":[101],"benefits":[102],"former.":[109]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}