{"id":"https://openalex.org/W4390548152","doi":"https://doi.org/10.1145/3632410.3632466","title":"Document structure aware Relation Extraction for Semantic Automation","display_name":"Document structure aware Relation Extraction for Semantic Automation","publication_year":2024,"publication_date":"2024-01-03","ids":{"openalex":"https://openalex.org/W4390548152","doi":"https://doi.org/10.1145/3632410.3632466"},"language":"en","primary_location":{"id":"doi:10.1145/3632410.3632466","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3632410.3632466","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3632410.3632466","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3632410.3632466","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074726480","display_name":"Ayush Kumar","orcid":"https://orcid.org/0000-0002-9859-6425"},"institutions":[{"id":"https://openalex.org/I4389425378","display_name":"R.V. College of Engineering","ror":"https://ror.org/041re0e60","country_code":null,"type":"education","lineage":["https://openalex.org/I4389425378"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Ayush Kumar","raw_affiliation_strings":["RV College of Engineering, India"],"raw_orcid":"https://orcid.org/0000-0002-9859-6425","affiliations":[{"raw_affiliation_string":"RV College of Engineering, India","institution_ids":["https://openalex.org/I4389425378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020054874","display_name":"Abhay M. Shalghar","orcid":null},"institutions":[{"id":"https://openalex.org/I4389425378","display_name":"R.V. College of Engineering","ror":"https://ror.org/041re0e60","country_code":null,"type":"education","lineage":["https://openalex.org/I4389425378"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Abhay M Shalghar","raw_affiliation_strings":["RV College of Engineering, India"],"raw_orcid":"https://orcid.org/0000-0002-5183-7367","affiliations":[{"raw_affiliation_string":"RV College of Engineering, India","institution_ids":["https://openalex.org/I4389425378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045952978","display_name":"Harsh Chauhan","orcid":"https://orcid.org/0009-0007-2632-1055"},"institutions":[{"id":"https://openalex.org/I154851008","display_name":"Indian Institute of Technology Roorkee","ror":"https://ror.org/00582g326","country_code":"IN","type":"education","lineage":["https://openalex.org/I154851008"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Harsh Chauhan","raw_affiliation_strings":["IIT Roorkee, India"],"raw_orcid":"https://orcid.org/0009-0007-2632-1055","affiliations":[{"raw_affiliation_string":"IIT Roorkee, India","institution_ids":["https://openalex.org/I154851008"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004415373","display_name":"Balaji Ganesan","orcid":"https://orcid.org/0000-0003-4604-1329"},"institutions":[{"id":"https://openalex.org/I4210103279","display_name":"IBM Research - India","ror":"https://ror.org/014wt7r80","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210103279","https://openalex.org/I4210114115"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Balaji Ganesan","raw_affiliation_strings":["IBM Research, India"],"raw_orcid":"https://orcid.org/0000-0003-4604-1329","affiliations":[{"raw_affiliation_string":"IBM Research, India","institution_ids":["https://openalex.org/I4210103279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043508272","display_name":"Ritwik Chaudhuri","orcid":"https://orcid.org/0000-0002-1912-1721"},"institutions":[{"id":"https://openalex.org/I4210103279","display_name":"IBM Research - India","ror":"https://ror.org/014wt7r80","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210103279","https://openalex.org/I4210114115"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ritwik Chaudhuri","raw_affiliation_strings":["IBM Research, India"],"raw_orcid":"https://orcid.org/0000-0002-1912-1721","affiliations":[{"raw_affiliation_string":"IBM Research, India","institution_ids":["https://openalex.org/I4210103279"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101868568","display_name":"Aswin Kannan","orcid":null},"institutions":[{"id":"https://openalex.org/I39343248","display_name":"Humboldt-Universit\u00e4t zu Berlin","ror":"https://ror.org/01hcx6992","country_code":"DE","type":"education","lineage":["https://openalex.org/I39343248"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Aswin Kannan","raw_affiliation_strings":["Humboldt University of Berlin, Germany"],"raw_orcid":"https://orcid.org/0000-0002-4698-7678","affiliations":[{"raw_affiliation_string":"Humboldt University of Berlin, Germany","institution_ids":["https://openalex.org/I39343248"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5074726480"],"corresponding_institution_ids":["https://openalex.org/I4389425378"],"apc_list":null,"apc_paid":null,"fwci":0.3311,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.60035262,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"232","last_page":"236"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9986000061035156,"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":0.9986000061035156,"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":0.9973999857902527,"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":0.9968000054359436,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7805795669555664},{"id":"https://openalex.org/keywords/relationship-extraction","display_name":"Relationship extraction","score":0.6764593720436096},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.6208176016807556},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.5910710692405701},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4757083058357239},{"id":"https://openalex.org/keywords/semantic-relation","display_name":"Semantic relation","score":0.4713432490825653},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4678999185562134},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45263445377349854},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2045435607433319},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10982578992843628},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.05886140465736389}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7805795669555664},{"id":"https://openalex.org/C153604712","wikidata":"https://www.wikidata.org/wiki/Q7310755","display_name":"Relationship extraction","level":3,"score":0.6764593720436096},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.6208176016807556},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.5910710692405701},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4757083058357239},{"id":"https://openalex.org/C2988080768","wikidata":"https://www.wikidata.org/wiki/Q7095057","display_name":"Semantic relation","level":3,"score":0.4713432490825653},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4678999185562134},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45263445377349854},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2045435607433319},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10982578992843628},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.05886140465736389},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3632410.3632466","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3632410.3632466","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3632410.3632466","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3632410.3632466","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3632410.3632466","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3632410.3632466","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.4000000059604645,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4390548152.pdf","grobid_xml":"https://content.openalex.org/works/W4390548152.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W2143017621","https://openalex.org/W2593403028","https://openalex.org/W2604314403","https://openalex.org/W2619332275","https://openalex.org/W2733628661","https://openalex.org/W2748402820","https://openalex.org/W2802433760","https://openalex.org/W2914812111","https://openalex.org/W2945266622","https://openalex.org/W3012615229","https://openalex.org/W3102777254","https://openalex.org/W3157333265","https://openalex.org/W3159924169"],"related_works":["https://openalex.org/W2609844752","https://openalex.org/W2981341912","https://openalex.org/W4285246823","https://openalex.org/W4226278302","https://openalex.org/W4385734297","https://openalex.org/W2547211086","https://openalex.org/W4221160509","https://openalex.org/W4380551175","https://openalex.org/W2976808399","https://openalex.org/W2888033806"],"abstract_inverted_index":{"Relational":[0],"Graph":[1,9],"Convolutional":[2],"Network":[3,11],"models":[4,12],"are":[5],"a":[6,24,34,41,50],"class":[7],"of":[8,26],"Neural":[10],"used":[13,22],"for":[14],"link":[15],"prediction":[16],"in":[17,23,33],"heterogeneous":[18],"graphs.":[19],"They\u2019re":[20],"being":[21],"variety":[25],"industrial":[27],"applications":[28],"including":[29],"semantic":[30,70],"automation":[31],"tasks":[32,71],"Lakehouse.":[35],"In":[36],"this":[37,66],"work,":[38],"we":[39,64],"propose":[40],"novel":[42],"way":[43],"to":[44,69],"incorporate":[45],"document":[46,67],"specific":[47],"features":[48],"into":[49],"RGCN":[51],"model":[52],"that":[53],"helps":[54],"improve":[55],"relation":[56],"extraction":[57],"accuracy":[58],"by":[59],"about":[60],"15":[61],"points.":[62],"Further,":[63],"extend":[65],"awareness":[68],"on":[72],"tabular":[73],"data":[74],"and":[75],"discuss":[76],"our":[77],"results.":[78]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}