{"id":"https://openalex.org/W4292356781","doi":"https://doi.org/10.1080/0951192x.2022.2104460","title":"A novel graph neural networks approach for 3D product model retrieval","display_name":"A novel graph neural networks approach for 3D product model retrieval","publication_year":2022,"publication_date":"2022-08-08","ids":{"openalex":"https://openalex.org/W4292356781","doi":"https://doi.org/10.1080/0951192x.2022.2104460"},"language":"en","primary_location":{"id":"doi:10.1080/0951192x.2022.2104460","is_oa":false,"landing_page_url":"https://doi.org/10.1080/0951192x.2022.2104460","pdf_url":null,"source":{"id":"https://openalex.org/S57062392","display_name":"International Journal of Computer Integrated Manufacturing","issn_l":"0951-192X","issn":["0951-192X","1362-3052"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Integrated Manufacturing","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/A5084306215","display_name":"Chengfeng Jian","orcid":"https://orcid.org/0000-0002-5231-690X"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chengfeng Jian","raw_affiliation_strings":["Computer Science and Technology College, Zhejiang University of Technology, Hangzhou, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"Computer Science and Technology College, Zhejiang University of Technology, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009251843","display_name":"Yiqiang Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiqiang Lu","raw_affiliation_strings":["Computer Science and Technology College, Zhejiang University of Technology, Hangzhou, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"Computer Science and Technology College, Zhejiang University of Technology, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009769614","display_name":"Mingliang Lin","orcid":"https://orcid.org/0009-0000-9629-8435"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingliang Lin","raw_affiliation_strings":["Computer Science and Technology College, Zhejiang University of Technology, Hangzhou, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"Computer Science and Technology College, Zhejiang University of Technology, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034109008","display_name":"Meiyu Zhang","orcid":"https://orcid.org/0000-0003-4634-6800"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Meiyu Zhang","raw_affiliation_strings":["Computer Science and Technology College, Zhejiang University of Technology, Hangzhou, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"Computer Science and Technology College, Zhejiang University of Technology, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I55712492"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5034109008","https://openalex.org/A5084306215"],"corresponding_institution_ids":["https://openalex.org/I55712492"],"apc_list":null,"apc_paid":null,"fwci":1.1628,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.7323965,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"36","issue":"3","first_page":"381","last_page":"392"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.9879999756813049,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9822999835014343,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7524373531341553},{"id":"https://openalex.org/keywords/adjacency-list","display_name":"Adjacency list","score":0.6375820636749268},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5179554224014282},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5080420970916748},{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.4909358322620392},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43953731656074524},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4305436313152313},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3558575510978699},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.259799599647522},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12642136216163635},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.11559182405471802}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7524373531341553},{"id":"https://openalex.org/C110484373","wikidata":"https://www.wikidata.org/wiki/Q264398","display_name":"Adjacency list","level":2,"score":0.6375820636749268},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5179554224014282},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5080420970916748},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.4909358322620392},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43953731656074524},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4305436313152313},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3558575510978699},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.259799599647522},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12642136216163635},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.11559182405471802},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/0951192x.2022.2104460","is_oa":false,"landing_page_url":"https://doi.org/10.1080/0951192x.2022.2104460","pdf_url":null,"source":{"id":"https://openalex.org/S57062392","display_name":"International Journal of Computer Integrated Manufacturing","issn_l":"0951-192X","issn":["0951-192X","1362-3052"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Integrated Manufacturing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.4699999988079071,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G616813985","display_name":null,"funder_award_id":"61672461","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1995640397","https://openalex.org/W2046150577","https://openalex.org/W2116619863","https://openalex.org/W2534506352","https://openalex.org/W2574059391","https://openalex.org/W2587953898","https://openalex.org/W2610365245","https://openalex.org/W2759925776","https://openalex.org/W2767761422","https://openalex.org/W2788151339","https://openalex.org/W2800882103","https://openalex.org/W2903323471","https://openalex.org/W2940166390","https://openalex.org/W2962975498","https://openalex.org/W2976556099","https://openalex.org/W2992967961","https://openalex.org/W3011667710","https://openalex.org/W3031331881","https://openalex.org/W3081358009","https://openalex.org/W3134412663","https://openalex.org/W4232078476","https://openalex.org/W4394956715"],"related_works":["https://openalex.org/W2964604098","https://openalex.org/W2997512100","https://openalex.org/W2331043530","https://openalex.org/W2393933887","https://openalex.org/W1555721731","https://openalex.org/W2152018389","https://openalex.org/W228411881","https://openalex.org/W1853785581","https://openalex.org/W2374725260","https://openalex.org/W3045906651"],"abstract_inverted_index":{"With":[0],"the":[1,16,30,68,88,100,111,122,134,155,166,177,187],"quick":[2],"development":[3,75],"of":[4,9,71,121,176,189],"intelligent":[5],"manufacturing":[6,41,58,62],"technology,":[7],"increasing":[8],"3D":[10,46],"product":[11,19,61,112],"models":[12,20],"data":[13],"resource":[14],"raises":[15],"need":[17],"for":[18,73],"retrieval":[21,175],"method":[22],"that":[23],"can":[24,153],"fully":[25,109],"exploit":[26],"model":[27,167],"information,":[28,114,151],"whereas":[29],"existing":[31],"methods":[32],"only":[33],"concern":[34],"geometric":[35,117],"information":[36,120],"with":[37,96],"little":[38],"or":[39],"no":[40],"information.":[42,63],"Model-Based":[43],"Definition":[44],"(MBD)":[45],"engineering":[47,190],"has":[48],"gained":[49],"wide":[50],"popularity":[51],"in":[52],"recent":[53],"times":[54],"which":[55,115,152],"enables":[56],"smart":[57],"by":[59,159],"attaching":[60],"Its":[64],"tip":[65],"orientation":[66],"to":[67,108,132,145,170,185],"effective":[69],"reuse":[70],"MBD":[72,123,178],"reducing":[74],"time":[76],"and":[77,118,140,173],"creating":[78],"an":[79],"efficient":[80],"digital":[81],"thread.":[82],"In":[83],"this":[84],"paper,":[85],"we":[86],"proposed":[87],"MBD-based":[89,101],"attribute":[90,102],"adjacency":[91,103],"graph":[92,104,126],"neural":[93,127],"networks":[94],"(MAAGNN)":[95],"attention":[97,141],"mechanism.":[98],"Firstly,":[99],"(MAAG)":[105],"is":[106,130,143,168],"established":[107],"express":[110],"semantic":[113],"includes":[116],"non-geometric":[119],"model.":[124],"Then":[125],"network":[128],"(GNN)":[129],"employed":[131],"embed":[133],"MAAG":[135],"into":[136],"continuous":[137],"vector":[138],"spaces,":[139],"mechanism":[142],"introduced":[144],"adaptively":[146],"recognize":[147],"more":[148],"important":[149],"features":[150,161],"solve":[154],"ambiguity":[156],"problem":[157],"caused":[158],"blend":[160],"such":[162],"as":[163],"chamfer.":[164],"Finally,":[165],"trained":[169],"achieve":[171],"fast":[172],"accurate":[174],"models.":[179],"Experiments":[180],"demonstrate":[181],"its":[182],"potential":[183],"advantages":[184],"meet":[186],"requirements":[188],"applications.":[191]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}