{"id":"https://openalex.org/W4403578234","doi":"https://doi.org/10.1145/3627673.3679766","title":"Structural Representation Learning and Disentanglement for Evidential Chinese Patent Approval Prediction","display_name":"Structural Representation Learning and Disentanglement for Evidential Chinese Patent Approval Prediction","publication_year":2024,"publication_date":"2024-10-20","ids":{"openalex":"https://openalex.org/W4403578234","doi":"https://doi.org/10.1145/3627673.3679766"},"language":"en","primary_location":{"id":"doi:10.1145/3627673.3679766","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3627673.3679766","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 33rd ACM International Conference on Information and Knowledge Management","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/A5114230373","display_name":"Jinzhi Shan","orcid":"https://orcid.org/0009-0003-5402-0373"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jinzhi Shan","raw_affiliation_strings":["Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100784844","display_name":"Qi Zhang","orcid":"https://orcid.org/0000-0002-1037-1361"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Zhang","raw_affiliation_strings":["Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003673476","display_name":"Chongyang Shi","orcid":"https://orcid.org/0000-0003-4905-8994"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chongyang Shi","raw_affiliation_strings":["Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114230896","display_name":"M Gui","orcid":null},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengting Gui","raw_affiliation_strings":["Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082317196","display_name":"Shoujin Wang","orcid":"https://orcid.org/0000-0003-1133-9379"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Shoujin Wang","raw_affiliation_strings":["University of Technology Sydney, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"University of Technology Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077006200","display_name":"Usman Naseem","orcid":"https://orcid.org/0000-0003-0191-7171"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Usman Naseem","raw_affiliation_strings":["University of Sydney, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"University of Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5114230373"],"corresponding_institution_ids":["https://openalex.org/I125839683"],"apc_list":null,"apc_paid":null,"fwci":0.7591,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.78075734,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"2014","last_page":"2023"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10856","display_name":"Intellectual Property and Patents","score":0.9873999953269958,"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":0.9873999953269958,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5412566065788269},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5329633355140686},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43380624055862427},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40003275871276855},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.36422616243362427},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22800353169441223},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.10107666254043579},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.07316818833351135}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5412566065788269},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5329633355140686},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43380624055862427},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40003275871276855},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.36422616243362427},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22800353169441223},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.10107666254043579},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.07316818833351135},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3627673.3679766","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3627673.3679766","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 33rd ACM International Conference on Information and Knowledge Management","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.5699999928474426,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1832693441","https://openalex.org/W2064675550","https://openalex.org/W2183284677","https://openalex.org/W2753738274","https://openalex.org/W3044311607","https://openalex.org/W3100324210","https://openalex.org/W3111099392","https://openalex.org/W3116359349","https://openalex.org/W3128996980","https://openalex.org/W3174492648","https://openalex.org/W3174820758","https://openalex.org/W4285196749","https://openalex.org/W4361991106","https://openalex.org/W4385567505","https://openalex.org/W4389515668","https://openalex.org/W4391528859"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Automatic":[0],"Chinese":[1,98,169],"patent":[2,12,25,44,53,124,138,146,184],"approval":[3,96,185],"prediction":[4],"is":[5],"an":[6,153],"emerging":[7],"and":[8,19,27,33,49,91,100],"valuable":[9],"task":[10,72],"in":[11,132],"analysis.":[13],"However,":[14],"it":[15],"involves":[16],"a":[17,74,80,120,136,159],"rigorous":[18],"transparent":[20],"decision-making":[21,102,155],"process":[22],"that":[23,148],"includes":[24],"comparison":[26],"examination":[28],"to":[29,93,112,126,143],"assess":[30],"its":[31],"innovation":[32],"correctness.":[34],"This":[35,64],"resultant":[36],"necessity":[37],"of":[38,97,152,168],"decision":[39],"evidentiality,":[40],"coupled":[41],"with":[42],"intricate":[43],"comprehension":[45],"presents":[46,66],"significant":[47],"challenges":[48],"obstacles":[50],"for":[51,134],"the":[52,67,95,114,128,150],"analysis":[54],"community.":[55],"Consequently,":[56],"few":[57],"existing":[58],"studies":[59],"are":[60],"addressing":[61],"this":[62,71],"task.":[63],"paper":[65],"pioneering":[68],"effort":[69],"on":[70,87,173,183],"using":[73],"retrieval-based":[75],"classification":[76],"approach.":[77],"We":[78],"propose":[79],"novel":[81],"framework":[82],"called":[83],"DiSPat,":[84],"which":[85],"focuses":[86],"structural":[88,123,137],"representation":[89,125,141],"learning":[90,135,142],"disentanglement":[92],"predict":[94],"patents":[99,118,133],"offer":[101],"evidence.":[103],"DiSPat":[104,179],"comprises":[105],"three":[106,166],"main":[107],"components:":[108],"base":[109],"reference":[110,121],"retrieval":[111],"retrieve":[113],"Top-k":[115],"most":[116],"similar":[117],"as":[119],"base;":[122],"exploit":[127],"inherent":[129],"claim":[130],"hierarchy":[131],"representation;":[139],"disentangled":[140,145],"learn":[144],"representations":[147],"enable":[149],"establishment":[151],"evidential":[154],"process.":[156],"To":[157],"ensure":[158],"thorough":[160],"evaluation,":[161],"we":[162],"have":[163],"meticulously":[164],"constructed":[165],"datasets":[167,175],"patents.":[170],"Extensive":[171],"experiments":[172],"these":[174],"unequivocally":[176],"demonstrate":[177],"our":[178],"surpasses":[180],"state-of-the-art":[181],"baselines":[182],"prediction,":[186],"while":[187],"also":[188],"exhibiting":[189],"enhanced":[190],"evidentiality.":[191]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}