{"id":"https://openalex.org/W4318148378","doi":"https://doi.org/10.1109/bigdata55660.2022.10020918","title":"Patentopia: A multi-stage patent extraction platform with disambiguation for certain semantic challenges","display_name":"Patentopia: A multi-stage patent extraction platform with disambiguation for certain semantic challenges","publication_year":2022,"publication_date":"2022-12-17","ids":{"openalex":"https://openalex.org/W4318148378","doi":"https://doi.org/10.1109/bigdata55660.2022.10020918"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata55660.2022.10020918","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata55660.2022.10020918","pdf_url":null,"source":{"id":"https://openalex.org/S4363607709","display_name":"2022 IEEE International Conference on Big Data (Big Data)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"},"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/A5019905319","display_name":"Andrea Belz","orcid":"https://orcid.org/0000-0003-4919-8428"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]},{"id":"https://openalex.org/I144571360","display_name":"Viterbo University","ror":"https://ror.org/039p8pn96","country_code":"US","type":"education","lineage":["https://openalex.org/I144571360"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrea Belz","raw_affiliation_strings":["University of Southern California,Viterbi School of Engineering,Los Angeles,California,USA","Viterbi School of Engineering, University of Southern California, Los Angeles, California, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California,Viterbi School of Engineering,Los Angeles,California,USA","institution_ids":["https://openalex.org/I1174212","https://openalex.org/I144571360"]},{"raw_affiliation_string":"Viterbi School of Engineering, University of Southern California, Los Angeles, California, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004068099","display_name":"Alexandra Graddy\u2010Reed","orcid":"https://orcid.org/0000-0002-0883-7548"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexandra Graddy-Reed","raw_affiliation_strings":["University of Southern California,Sol Price School of Public Policy,Los Angeles,USA","Sol Price School of Public Policy, University of Southern California, Los Angeles, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California,Sol Price School of Public Policy,Los Angeles,USA","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"Sol Price School of Public Policy, University of Southern California, Los Angeles, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077545231","display_name":"FNU Shweta","orcid":null},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]},{"id":"https://openalex.org/I144571360","display_name":"Viterbo University","ror":"https://ror.org/039p8pn96","country_code":"US","type":"education","lineage":["https://openalex.org/I144571360"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fnu Shweta","raw_affiliation_strings":["University of Southern California,Viterbi School of Engineering,Los Angeles,California,USA","Viterbi School of Engineering, University of Southern California, Los Angeles, California, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California,Viterbi School of Engineering,Los Angeles,California,USA","institution_ids":["https://openalex.org/I1174212","https://openalex.org/I144571360"]},{"raw_affiliation_string":"Viterbi School of Engineering, University of Southern California, Los Angeles, California, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057450790","display_name":"Aleksandar Giga","orcid":"https://orcid.org/0000-0001-5890-0552"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Aleksandar Giga","raw_affiliation_strings":["Delft University of Technology,Faculty of Technology, Policy and Management,Delft,the Netherlands","Faculty of Technology, Policy and Management, Delft University of Technology, Delft, the Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delft University of Technology,Faculty of Technology, Policy and Management,Delft,the Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"Faculty of Technology, Policy and Management, Delft University of Technology, Delft, the Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036605135","display_name":"Shivesh Meenakshi Murali","orcid":null},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]},{"id":"https://openalex.org/I144571360","display_name":"Viterbo University","ror":"https://ror.org/039p8pn96","country_code":"US","type":"education","lineage":["https://openalex.org/I144571360"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shivesh Meenakshi Murali","raw_affiliation_strings":["University of Southern California,Viterbi School of Engineering,Los Angeles,California,USA","Viterbi School of Engineering, University of Southern California, Los Angeles, California, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California,Viterbi School of Engineering,Los Angeles,California,USA","institution_ids":["https://openalex.org/I1174212","https://openalex.org/I144571360"]},{"raw_affiliation_string":"Viterbi School of Engineering, University of Southern California, Los Angeles, California, USA","institution_ids":["https://openalex.org/I1174212"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.577,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.96174445,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"3478","last_page":"3485"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10856","display_name":"Intellectual Property and Patents","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10856","display_name":"Intellectual Property and Patents","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9627000093460083,"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"}},{"id":"https://openalex.org/T10102","display_name":"scientometrics and bibliometrics research","score":0.929099977016449,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"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":0.7623264789581299},{"id":"https://openalex.org/keywords/trademark","display_name":"Trademark","score":0.5708977580070496},{"id":"https://openalex.org/keywords/synonym","display_name":"Synonym (taxonomy)","score":0.5563967227935791},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.5522267818450928},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5385791659355164},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5252178311347961},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.509591817855835},{"id":"https://openalex.org/keywords/patent-visualisation","display_name":"Patent visualisation","score":0.507569432258606},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4228464961051941},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.41353774070739746},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22081813216209412}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7623264789581299},{"id":"https://openalex.org/C2779027411","wikidata":"https://www.wikidata.org/wiki/Q167270","display_name":"Trademark","level":2,"score":0.5708977580070496},{"id":"https://openalex.org/C173483453","wikidata":"https://www.wikidata.org/wiki/Q1040689","display_name":"Synonym (taxonomy)","level":3,"score":0.5563967227935791},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.5522267818450928},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5385791659355164},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5252178311347961},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.509591817855835},{"id":"https://openalex.org/C114419676","wikidata":"https://www.wikidata.org/wiki/Q6505871","display_name":"Patent visualisation","level":2,"score":0.507569432258606},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4228464961051941},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.41353774070739746},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22081813216209412},{"id":"https://openalex.org/C157369684","wikidata":"https://www.wikidata.org/wiki/Q34740","display_name":"Genus","level":2,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/bigdata55660.2022.10020918","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata55660.2022.10020918","pdf_url":null,"source":{"id":"https://openalex.org/S4363607709","display_name":"2022 IEEE International Conference on Big Data (Big Data)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"},{"id":"pmh:oai:tudelft.nl:uuid:b404b864-ff94-4948-8817-48562774efc8","is_oa":false,"landing_page_url":"http://resolver.tudelft.nl/uuid:b404b864-ff94-4948-8817-48562774efc8","pdf_url":null,"source":{"id":"https://openalex.org/S4306400906","display_name":"Research Repository (Delft University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98358874","host_organization_name":"Delft University of Technology","host_organization_lineage":["https://openalex.org/I98358874"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference paper"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6700000166893005,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W837517583","https://openalex.org/W1964879903","https://openalex.org/W1966279025","https://openalex.org/W1995623254","https://openalex.org/W2006153666","https://openalex.org/W2013413947","https://openalex.org/W2013744378","https://openalex.org/W2023321841","https://openalex.org/W2078348966","https://openalex.org/W2081104858","https://openalex.org/W2092986219","https://openalex.org/W2095525739","https://openalex.org/W2124298085","https://openalex.org/W2154326262","https://openalex.org/W2212947330","https://openalex.org/W2281464557","https://openalex.org/W2304735822","https://openalex.org/W2885390500","https://openalex.org/W2936032879","https://openalex.org/W2948032604","https://openalex.org/W2949436541","https://openalex.org/W2989757146","https://openalex.org/W3009584470","https://openalex.org/W3036125006","https://openalex.org/W3095837292","https://openalex.org/W3105029140","https://openalex.org/W3121275856","https://openalex.org/W3122640307","https://openalex.org/W3126465279","https://openalex.org/W3153945221","https://openalex.org/W3165540576","https://openalex.org/W4229332220","https://openalex.org/W4231120032","https://openalex.org/W4233230695","https://openalex.org/W4240491954","https://openalex.org/W6632975386","https://openalex.org/W6756647811"],"related_works":["https://openalex.org/W3177062893","https://openalex.org/W3125143773","https://openalex.org/W803550684","https://openalex.org/W2007032764","https://openalex.org/W2483226803","https://openalex.org/W3143937874","https://openalex.org/W2067280619","https://openalex.org/W4251343851","https://openalex.org/W4352977312","https://openalex.org/W2041180560"],"abstract_inverted_index":{"Bibliographic":[0],"name":[1,44],"disambiguation":[2,89],"is":[3],"an":[4,61],"major":[5],"semantic":[6,84],"challenge,":[7],"but":[8,47],"critical":[9],"to":[10,21,56,135],"social":[11],"sciences":[12],"studies":[13],"of":[14,71,77,172],"important":[15,153],"intellectual":[16],"assets.":[17],"Here":[18,65],"we":[19,66,144,165],"contribute":[20],"innovation":[22,155],"research":[23],"in":[24,33,60,80,125],"several":[25],"ways.":[26],"We":[27,92],"show":[28],"a":[29,39,68],"significant":[30],"synonym":[31],"problem":[32],"author":[34],"names":[35,52,82],"and":[36,58,110,114,132,158,164],"discuss":[37],"how":[38],"pre-processing":[40],"heuristic":[41],"step":[42],"standardizing":[43],"variants":[45],"helps,":[46],"homonyms":[48],"generated":[49],"with":[50,96,127,148,167],"Chinese":[51],"are":[53],"particularly":[54],"difficult":[55],"resolve":[57],"manifest":[59],"associated":[62],"location":[63],"list.":[64],"identify":[67],"new":[69],"phenomenon":[70],"\"onomastic":[72],"profusion,\"":[73],"the":[74,102,106,128],"frequent":[75],"use":[76,142],"certain":[78],"words":[79],"firm":[81],"for":[83,105,116,169],"reasons":[85],"that":[86],"can":[87],"confound":[88],"clustering":[90,130],"algorithms.":[91],"illustrate":[93,145],"these":[94],"concerns":[95],"Patentopia,":[97],"our":[98],"customized":[99],"platform":[100],"accessing":[101],"PatentsView":[103,129],"portal":[104],"United":[107],"States":[108],"Patent":[109],"Trademark":[111],"Office":[112],"database":[113],"available":[115],"free":[117],"academic":[118],"use.":[119],"This":[120],"multi-stage":[121],"system":[122,146],"uses":[123],"heuristics":[124],"concert":[126],"process":[131],"reports":[133],"meta-data":[134],"further":[136],"assist":[137],"analysis.":[138],"As":[139],"highly":[140],"relevant":[141],"cases,":[143],"performance":[147],"data":[149],"derived":[150],"from":[151],"two":[152],"public":[154],"programs,":[156],"I-Corps":[157],"Small":[159],"Business":[160],"Innovation":[161],"Research":[162],"(SBIR),":[163],"close":[166],"implications":[168],"bibliometric":[170],"analysis":[171],"current":[173],"patent":[174],"data.":[175]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
