{"id":"https://openalex.org/W4294068522","doi":"https://doi.org/10.1109/access.2022.3203735","title":"An Artificial Intelligence Technology Based Algorithm for Solving Mechanics Problems","display_name":"An Artificial Intelligence Technology Based Algorithm for Solving Mechanics Problems","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4294068522","doi":"https://doi.org/10.1109/access.2022.3203735"},"language":"en","primary_location":{"id":"doi:10.1109/access.2022.3203735","doi":"https://doi.org/10.1109/access.2022.3203735","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3203735","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","ki-jl-1","norway-1","oarl","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2022.3203735","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5115594903","display_name":"Jiarong Zhang","orcid":"https://orcid.org/0000-0002-7164-3236","observed_orcids":["https://orcid.org/0000-0002-7164-3236"]},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiarong Zhang","raw_affiliation_strings":["Department of Electronic and Communication Engineering, North China Electric Power University, Baoding, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic and Communication Engineering, North China Electric Power University, Baoding, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016499913","display_name":"Jinsha Yuan","orcid":"https://orcid.org/0000-0002-5112-7170","observed_orcids":["https://orcid.org/0000-0002-5112-7170"]},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinsha Yuan","raw_affiliation_strings":["Department of Electronic and Communication Engineering, North China Electric Power University, Baoding, China"],"raw_orcid":"https://orcid.org/0000-0002-5112-7170","affiliations":[{"raw_affiliation_string":"Department of Electronic and Communication Engineering, North China Electric Power University, Baoding, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049322807","display_name":"Jianing Xu","orcid":"https://orcid.org/0009-0003-4986-386X","observed_orcids":["https://orcid.org/0009-0003-4986-386X"]},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianing Xu","raw_affiliation_strings":["Power Dispatching Control Center, State Grid Fuxin Power Supply Company, Fuxin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Power Dispatching Control Center, State Grid Fuxin Power Supply Company, Fuxin, China","institution_ids":["https://openalex.org/I17442442"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.2461,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.80216629,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":"10","issue":null,"first_page":"92971","last_page":"92985"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14414","display_name":"Artificial Intelligence in Education","score":0.57669997215271,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T14414","display_name":"Artificial Intelligence in Education","score":0.57669997215271,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.2919999957084656,"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/T10028","display_name":"Topic Modeling","score":0.03310000151395798,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/mechanics-problem-solving","display_name":"mechanics problem solving","score":0.8980000019073486},{"id":"https://openalex.org/keywords/intelligent-tutoring-systems","display_name":"intelligent tutoring systems","score":0.8889999985694885},{"id":"https://openalex.org/keywords/physics-problem-solving","display_name":"physics problem solving","score":0.5640000104904175},{"id":"https://openalex.org/keywords/relation-extraction","display_name":"relation extraction","score":0.7889999747276306},{"id":"https://openalex.org/keywords/bert","display_name":"BERT","score":0.8450000286102295},{"id":"https://openalex.org/keywords/graph-attention-networks","display_name":"graph attention networks","score":0.9440000057220459},{"id":"https://openalex.org/keywords/first-order-logic","display_name":"first-order logic","score":0.824999988079071},{"id":"https://openalex.org/keywords/force-analysis","display_name":"force analysis","score":0.9950000047683716},{"id":"https://openalex.org/keywords/problem-understanding","display_name":"problem understanding","score":0.48899999260902405}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7123908400535583},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.7011704444885254},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5410183668136597},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4448452591896057},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.4376237690448761},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3737378716468811},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.28390026092529297},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2022.3203735","doi":"https://doi.org/10.1109/access.2022.3203735","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3203735","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","ki-jl-1","norway-1","oarl","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:133b947615794c1383392d691c70ae87","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/133b947615794c1383392d691c70ae87","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 10, Pp 92971-92985 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2022.3203735","doi":"https://doi.org/10.1109/access.2022.3203735","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3203735","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","ki-jl-1","norway-1","oarl","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G958712209","display_name":null,"funder_award_id":"2020JG006","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1505640990","https://openalex.org/W1522301498","https://openalex.org/W1528650841","https://openalex.org/W1530765221","https://openalex.org/W1539746312","https://openalex.org/W1940872118","https://openalex.org/W2062771085","https://openalex.org/W2064675550","https://openalex.org/W2077378514","https://openalex.org/W2090639711","https://openalex.org/W2105717194","https://openalex.org/W2147880316","https://openalex.org/W2251935656","https://openalex.org/W2276364082","https://openalex.org/W2510828927","https://openalex.org/W2626778328","https://openalex.org/W2757276219","https://openalex.org/W2758343314","https://openalex.org/W2766453196","https://openalex.org/W2788411903","https://openalex.org/W2896457183","https://openalex.org/W2898221429","https://openalex.org/W2899949015","https://openalex.org/W2952833450","https://openalex.org/W2962904552","https://openalex.org/W2963341956","https://openalex.org/W2964710271","https://openalex.org/W2970323499","https://openalex.org/W3003265726","https://openalex.org/W3010182406","https://openalex.org/W3035498813","https://openalex.org/W3152893301","https://openalex.org/W4220974424"],"related_works":["https://openalex.org/W2739800385","https://openalex.org/W4220974424","https://openalex.org/W1571879982","https://openalex.org/W2009887315","https://openalex.org/W1966674888","https://openalex.org/W1674257819","https://openalex.org/W135873494","https://openalex.org/W4206943419","https://openalex.org/W7096652064","https://openalex.org/W4206964506"],"abstract_inverted_index":{"As":[0],"an":[1],"indispensable":[2],"technology":[3],"of":[4,65,117,133,172],"intelligent":[5,7],"education,":[6],"tutorial":[8],"algorithms":[9],"for":[10,76,86,129,145,154],"solving":[11,25,41,77,150],"mathematical":[12],"or":[13],"physical":[14],"problems":[15,27,44,88],"have":[16],"attracted":[17],"much":[18],"attention":[19,107],"in":[20],"recent":[21],"years.":[22],"Nevertheless,":[23],"since":[24],"mechanics":[26,78,87,119],"requires":[28],"complex":[29],"force":[30,146],"analysis":[31,165],"and":[32,45,63,89,105,163],"motion":[33],"analysis,":[34],"current":[35],"researches":[36],"are":[37,50,166],"mainly":[38],"focus":[39],"on":[40,54],"geometry":[42],"proof":[43],"direct":[46,115],"circuit":[47],"problems.":[48,79,120],"There":[49],"some":[51],"inherent":[52],"challenges":[53],"developing":[55],"such":[56],"algorithms,":[57],"including":[58],"the":[59,66,114,131,134,159,170,173],"low":[60],"intelligence,":[61],"mobility":[62],"interpretability":[64],"comprehension":[67,84],"algorithm.":[68,175],"Therefore,":[69],"this":[70],"article":[71],"develops":[72],"a":[73,83,97,122,138,149],"novel":[74,98],"algorithm":[75,142,151],"First,":[80],"we":[81],"propose":[82],"model":[85,100,103],"convert":[90],"problem":[91],"understanding":[92],"into":[93],"relation":[94],"extraction.":[95],"Furthermore,":[96],"neural":[99],"combining":[101],"pretrained":[102],"BERT":[104],"graph":[106],"network":[108],"(GAT)":[109],"is":[110,127,143,152],"proposed":[111,128,144,174],"to":[112,157,168],"extract":[113],"conditions":[116,132],"input":[118,135],"Second,":[121],"hidden":[123],"information":[124],"mining":[125],"method":[126],"supplementing":[130],"problem.":[136],"Third,":[137],"predicate":[139],"logic":[140],"based":[141],"analysis.":[147],"Finally,":[148],"presented":[153],"choosing":[155],"equations":[156],"acquire":[158],"solutions.":[160],"Solving":[161],"experiments":[162],"sensitivity":[164],"provided":[167],"demonstrate":[169],"effectiveness":[171]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-10-29T09:56:32.521200","created_date":"2022-09-01T00:00:00"}