{"id":"https://openalex.org/W3182666116","doi":"https://doi.org/10.1007/s13740-021-00134-x","title":"DeepEx: A Robust Weak Supervision System for Knowledge Base Augmentation","display_name":"DeepEx: A Robust Weak Supervision System for Knowledge Base Augmentation","publication_year":2021,"publication_date":"2021-07-06","ids":{"openalex":"https://openalex.org/W3182666116","doi":"https://doi.org/10.1007/s13740-021-00134-x","mag":"3182666116"},"language":"en","primary_location":{"id":"doi:10.1007/s13740-021-00134-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13740-021-00134-x","pdf_url":null,"source":{"id":"https://openalex.org/S169174478","display_name":"Journal on Data Semantics","issn_l":"1861-2032","issn":["1861-2032","1861-2040"],"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":"Journal on Data Semantics","raw_type":"journal-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/A5112864967","display_name":"Johny Moreira","orcid":null},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Johny Moreira","raw_affiliation_strings":["Centro de Inform\u00e1tica, Universidade Federal de Pernambuco, Av. Prof. Moraes Rego, 1235 - Cidade Universit\u00e1ria, Recife - PE, 50670-901, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-4705-9766","affiliations":[{"raw_affiliation_string":"Centro de Inform\u00e1tica, Universidade Federal de Pernambuco, Av. Prof. Moraes Rego, 1235 - Cidade Universit\u00e1ria, Recife - PE, 50670-901, Brazil","institution_ids":["https://openalex.org/I25112270"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000683692","display_name":"Luciano Barbosa","orcid":"https://orcid.org/0000-0002-6858-4773"},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Luciano Barbosa","raw_affiliation_strings":["Centro de Inform\u00e1tica, Universidade Federal de Pernambuco, Av. Prof. Moraes Rego, 1235 - Cidade Universit\u00e1ria, Recife - PE, 50670-901, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro de Inform\u00e1tica, Universidade Federal de Pernambuco, Av. Prof. Moraes Rego, 1235 - Cidade Universit\u00e1ria, Recife - PE, 50670-901, Brazil","institution_ids":["https://openalex.org/I25112270"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5112864967"],"corresponding_institution_ids":["https://openalex.org/I25112270"],"apc_list":null,"apc_paid":null,"fwci":0.2799,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.63477441,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"10","issue":"3-4","first_page":"309","last_page":"325"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9998000264167786,"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/T10028","display_name":"Topic Modeling","score":0.9998000264167786,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9994999766349792,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.882102370262146},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6999751329421997},{"id":"https://openalex.org/keywords/extractor","display_name":"Extractor","score":0.6862478256225586},{"id":"https://openalex.org/keywords/knowledge-base","display_name":"Knowledge base","score":0.6639926433563232},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.5971924662590027},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.5582263469696045},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5400695204734802},{"id":"https://openalex.org/keywords/information-extraction","display_name":"Information extraction","score":0.5217398405075073},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5079260468482971},{"id":"https://openalex.org/keywords/relationship-extraction","display_name":"Relationship extraction","score":0.49252161383628845},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.45960262417793274},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4537633955478668},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3545934557914734},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3213256299495697}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.882102370262146},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6999751329421997},{"id":"https://openalex.org/C117978034","wikidata":"https://www.wikidata.org/wiki/Q5422192","display_name":"Extractor","level":2,"score":0.6862478256225586},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.6639926433563232},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.5971924662590027},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.5582263469696045},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5400695204734802},{"id":"https://openalex.org/C195807954","wikidata":"https://www.wikidata.org/wiki/Q1662562","display_name":"Information extraction","level":2,"score":0.5217398405075073},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5079260468482971},{"id":"https://openalex.org/C153604712","wikidata":"https://www.wikidata.org/wiki/Q7310755","display_name":"Relationship extraction","level":3,"score":0.49252161383628845},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.45960262417793274},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4537633955478668},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3545934557914734},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3213256299495697},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13740-021-00134-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13740-021-00134-x","pdf_url":null,"source":{"id":"https://openalex.org/S169174478","display_name":"Journal on Data Semantics","issn_l":"1861-2032","issn":["1861-2032","1861-2040"],"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":"Journal on Data Semantics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1352980577","display_name":null,"funder_award_id":"IBPG-1172-1.03/16","funder_id":"https://openalex.org/F4320323678","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Ci\u00eancia e Tecnologia do Estado de Pernambuco"}],"funders":[{"id":"https://openalex.org/F4320323678","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Ci\u00eancia e Tecnologia do Estado de Pernambuco","ror":"https://ror.org/02te5rf52"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W202389787","https://openalex.org/W1552847225","https://openalex.org/W1646278814","https://openalex.org/W1832693441","https://openalex.org/W1965398296","https://openalex.org/W2000359198","https://openalex.org/W2016753842","https://openalex.org/W2022166150","https://openalex.org/W2079735306","https://openalex.org/W2080133951","https://openalex.org/W2090634677","https://openalex.org/W2094728533","https://openalex.org/W2095705004","https://openalex.org/W2099752825","https://openalex.org/W2103018059","https://openalex.org/W2107598941","https://openalex.org/W2119821739","https://openalex.org/W2127315730","https://openalex.org/W2146304342","https://openalex.org/W2147880316","https://openalex.org/W2149713870","https://openalex.org/W2153635508","https://openalex.org/W2161098784","https://openalex.org/W2171278097","https://openalex.org/W2182014535","https://openalex.org/W2250539671","https://openalex.org/W2251960799","https://openalex.org/W2300469216","https://openalex.org/W2396241715","https://openalex.org/W2399481918","https://openalex.org/W2404161646","https://openalex.org/W2616383538","https://openalex.org/W2626778328","https://openalex.org/W2769041395","https://openalex.org/W2793816688","https://openalex.org/W2796778179","https://openalex.org/W2798869889","https://openalex.org/W2884001105","https://openalex.org/W2896457183","https://openalex.org/W2898256678","https://openalex.org/W2898339904","https://openalex.org/W2903382683","https://openalex.org/W2962739339","https://openalex.org/W2962982640","https://openalex.org/W2963625095","https://openalex.org/W2986266667","https://openalex.org/W2997836531","https://openalex.org/W3035131649","https://openalex.org/W4235216760","https://openalex.org/W4252684946"],"related_works":["https://openalex.org/W2250265269","https://openalex.org/W842810586","https://openalex.org/W4319940250","https://openalex.org/W2352298027","https://openalex.org/W2951954878","https://openalex.org/W3091683050","https://openalex.org/W2092919065","https://openalex.org/W3138801416","https://openalex.org/W4236762297","https://openalex.org/W2153199128"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2025-10-10T00:00:00"}
