{"id":"https://openalex.org/W3215257571","doi":"https://doi.org/10.1007/978-3-030-91669-5_11","title":"Automatic Cause-Effect Relation Extraction from Dental Textbooks Using BERT","display_name":"Automatic Cause-Effect Relation Extraction from Dental Textbooks Using BERT","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3215257571","doi":"https://doi.org/10.1007/978-3-030-91669-5_11","mag":"3215257571"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-91669-5_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-91669-5_11","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":"conference-paper","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/A5020735553","display_name":"Terapat Chansai","orcid":null},"institutions":[{"id":"https://openalex.org/I25399158","display_name":"Mahidol University","ror":"https://ror.org/01znkr924","country_code":"TH","type":"education","lineage":["https://openalex.org/I25399158"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Terapat Chansai","raw_affiliation_strings":["Faculty of Information and Communication Technology, Mahidol University, Nakhon Pathom, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information and Communication Technology, Mahidol University, Nakhon Pathom, Thailand","institution_ids":["https://openalex.org/I25399158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064943164","display_name":"Ruksit Rojpaisarnkit","orcid":"https://orcid.org/0000-0003-1263-5903"},"institutions":[{"id":"https://openalex.org/I25399158","display_name":"Mahidol University","ror":"https://ror.org/01znkr924","country_code":"TH","type":"education","lineage":["https://openalex.org/I25399158"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Ruksit Rojpaisarnkit","raw_affiliation_strings":["Faculty of Information and Communication Technology, Mahidol University, Nakhon Pathom, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information and Communication Technology, Mahidol University, Nakhon Pathom, Thailand","institution_ids":["https://openalex.org/I25399158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001727735","display_name":"Teerakarn Boriboonsub","orcid":null},"institutions":[{"id":"https://openalex.org/I25399158","display_name":"Mahidol University","ror":"https://ror.org/01znkr924","country_code":"TH","type":"education","lineage":["https://openalex.org/I25399158"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Teerakarn Boriboonsub","raw_affiliation_strings":["Faculty of Information and Communication Technology, Mahidol University, Nakhon Pathom, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information and Communication Technology, Mahidol University, Nakhon Pathom, Thailand","institution_ids":["https://openalex.org/I25399158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023506216","display_name":"Suppawong Tuarob","orcid":"https://orcid.org/0000-0002-5201-5699"},"institutions":[{"id":"https://openalex.org/I25399158","display_name":"Mahidol University","ror":"https://ror.org/01znkr924","country_code":"TH","type":"education","lineage":["https://openalex.org/I25399158"]}],"countries":["TH"],"is_corresponding":true,"raw_author_name":"Suppawong Tuarob","raw_affiliation_strings":["Faculty of Information and Communication Technology, Mahidol University, Nakhon Pathom, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information and Communication Technology, Mahidol University, Nakhon Pathom, Thailand","institution_ids":["https://openalex.org/I25399158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062956899","display_name":"Myat Su Yin","orcid":"https://orcid.org/0000-0001-6483-7393"},"institutions":[{"id":"https://openalex.org/I25399158","display_name":"Mahidol University","ror":"https://ror.org/01znkr924","country_code":"TH","type":"education","lineage":["https://openalex.org/I25399158"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Myat Su Yin","raw_affiliation_strings":["Faculty of Information and Communication Technology, Mahidol University, Nakhon Pathom, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information and Communication Technology, Mahidol University, Nakhon Pathom, Thailand","institution_ids":["https://openalex.org/I25399158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023456047","display_name":"Peter Haddawy","orcid":"https://orcid.org/0000-0003-2203-006X"},"institutions":[{"id":"https://openalex.org/I180437899","display_name":"University of Bremen","ror":"https://ror.org/04ers2y35","country_code":"DE","type":"education","lineage":["https://openalex.org/I180437899"]},{"id":"https://openalex.org/I25399158","display_name":"Mahidol University","ror":"https://ror.org/01znkr924","country_code":"TH","type":"education","lineage":["https://openalex.org/I25399158"]}],"countries":["DE","TH"],"is_corresponding":false,"raw_author_name":"Peter Haddawy","raw_affiliation_strings":["Bremen Spatial Cognition Center, University of Bremen, Bremen, Germany","Faculty of Information and Communication Technology, Mahidol University, Nakhon Pathom, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bremen Spatial Cognition Center, University of Bremen, Bremen, Germany","institution_ids":["https://openalex.org/I180437899"]},{"raw_affiliation_string":"Faculty of Information and Communication Technology, Mahidol University, Nakhon Pathom, Thailand","institution_ids":["https://openalex.org/I25399158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072423562","display_name":"Saeed\u2010Ul Hassan","orcid":"https://orcid.org/0000-0002-6509-9190"},"institutions":[{"id":"https://openalex.org/I11983389","display_name":"Manchester Metropolitan University","ror":"https://ror.org/02hstj355","country_code":"GB","type":"education","lineage":["https://openalex.org/I11983389"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Saeed-Ul Hassan","raw_affiliation_strings":["Department of Computing and Mathematics, Manchester Metropolitan University, Manchester, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing and Mathematics, Manchester Metropolitan University, Manchester, UK","institution_ids":["https://openalex.org/I11983389"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041742195","display_name":"Mihai Pomarlan","orcid":"https://orcid.org/0000-0002-1304-581X"},"institutions":[{"id":"https://openalex.org/I180437899","display_name":"University of Bremen","ror":"https://ror.org/04ers2y35","country_code":"DE","type":"education","lineage":["https://openalex.org/I180437899"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mihai Pomarlan","raw_affiliation_strings":["Faculty of Linguistics, University of Bremen, Bremen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Linguistics, University of Bremen, Bremen, Germany","institution_ids":["https://openalex.org/I180437899"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5023506216"],"corresponding_institution_ids":["https://openalex.org/I25399158"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.2931,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.55150099,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"127","last_page":"138"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","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/T10028","display_name":"Topic Modeling","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/T10181","display_name":"Natural Language Processing Techniques","score":0.9991999864578247,"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":0.9975000023841858,"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":0.8645304441452026},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.6777217388153076},{"id":"https://openalex.org/keywords/relationship-extraction","display_name":"Relationship extraction","score":0.6755369901657104},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.596409261226654},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5826839804649353},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5287301540374756},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4857676327228546},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.47775211930274963},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.43662557005882263},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.4363752603530884},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.41183972358703613},{"id":"https://openalex.org/keywords/information-extraction","display_name":"Information extraction","score":0.29228174686431885},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1967175304889679},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1152673065662384}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8645304441452026},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.6777217388153076},{"id":"https://openalex.org/C153604712","wikidata":"https://www.wikidata.org/wiki/Q7310755","display_name":"Relationship extraction","level":3,"score":0.6755369901657104},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.596409261226654},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5826839804649353},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5287301540374756},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4857676327228546},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.47775211930274963},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.43662557005882263},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.4363752603530884},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.41183972358703613},{"id":"https://openalex.org/C195807954","wikidata":"https://www.wikidata.org/wiki/Q1662562","display_name":"Information extraction","level":2,"score":0.29228174686431885},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1967175304889679},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1152673065662384},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-91669-5_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-91669-5_11","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":"Quality Education","score":0.8299999833106995,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1501335041","https://openalex.org/W1832693441","https://openalex.org/W1940872118","https://openalex.org/W1964940342","https://openalex.org/W2030623877","https://openalex.org/W2142584642","https://openalex.org/W2765981264","https://openalex.org/W2766167385","https://openalex.org/W2804712828","https://openalex.org/W2888296742","https://openalex.org/W2889363461","https://openalex.org/W2911964244","https://openalex.org/W2963341956","https://openalex.org/W3003266211","https://openalex.org/W3039695075","https://openalex.org/W3109435212","https://openalex.org/W3137999633","https://openalex.org/W3178576742","https://openalex.org/W3202216058","https://openalex.org/W4251934827","https://openalex.org/W6600502394","https://openalex.org/W6600654476","https://openalex.org/W6702248584"],"related_works":["https://openalex.org/W3185518029","https://openalex.org/W4221160509","https://openalex.org/W4285246823","https://openalex.org/W4226278302","https://openalex.org/W4379517534","https://openalex.org/W2368651715","https://openalex.org/W2981341912","https://openalex.org/W1978971213","https://openalex.org/W159132833","https://openalex.org/W4293160416"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}
