{"id":"https://openalex.org/W4407343878","doi":"https://doi.org/10.3389/fdata.2024.1546850","title":"Edge-level multi-constranint graph pattern matching with lung cancer knowledge graph","display_name":"Edge-level multi-constranint graph pattern matching with lung cancer knowledge graph","publication_year":2025,"publication_date":"2025-02-10","ids":{"openalex":"https://openalex.org/W4407343878","doi":"https://doi.org/10.3389/fdata.2024.1546850"},"language":"en","primary_location":{"id":"doi:10.3389/fdata.2024.1546850","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fdata.2024.1546850","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/big-data/articles/10.3389/fdata.2025.1546850/pdf","source":{"id":"https://openalex.org/S4210201220","display_name":"Frontiers in Big Data","issn_l":"2624-909X","issn":["2624-909X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Big Data","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://public-pages-files-2025.frontiersin.org/journals/big-data/articles/10.3389/fdata.2025.1546850/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089243657","display_name":"Houdie Tu","orcid":"https://orcid.org/0009-0002-3258-8120"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Houdie Tu","raw_affiliation_strings":["School of Artificial Intelligence, Hefei University of Technology, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100440326","display_name":"Lei Li","orcid":"https://orcid.org/0000-0002-5374-7293"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lei Li","raw_affiliation_strings":["Key Laboratory of Knowledge Engineering with Big Data (the Ministry of Education of China), Hefei University of Technology, Hefei, China","School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Knowledge Engineering with Big Data (the Ministry of Education of China), Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]},{"raw_affiliation_string":"School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024389645","display_name":"Zhenchao Tao","orcid":"https://orcid.org/0000-0001-8142-9164"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210129412","display_name":"Anhui Provincial Hospital","ror":"https://ror.org/03n5gdd09","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210129412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenchao Tao","raw_affiliation_strings":["Department of Radiation Oncology, Anhui Provincial Cancer Hospital, Hefei, China","Department of Radiation Oncology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, Anhui Provincial Cancer Hospital, Hefei, China","institution_ids":["https://openalex.org/I4210129412"]},{"raw_affiliation_string":"Department of Radiation Oncology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100687436","display_name":"Zan Zhang","orcid":"https://orcid.org/0000-0002-6383-1683"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zan Zhang","raw_affiliation_strings":["Key Laboratory of Knowledge Engineering with Big Data (the Ministry of Education of China), Hefei University of Technology, Hefei, China","School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Knowledge Engineering with Big Data (the Ministry of Education of China), Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]},{"raw_affiliation_string":"School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100440326"],"corresponding_institution_ids":["https://openalex.org/I16365422"],"apc_list":{"value":1150,"currency":"USD","value_usd":1150},"apc_paid":{"value":1150,"currency":"USD","value_usd":1150},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01508048,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"8","issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":0.9994999766349792,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9940000176429749,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9842000007629395,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5203380584716797},{"id":"https://openalex.org/keywords/lung-cancer","display_name":"Lung cancer","score":0.4319424033164978},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.41871944069862366},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.36667633056640625},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.3408587872982025},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3312247395515442},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2837965190410614},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.17745578289031982},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.08225539326667786}],"concepts":[{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5203380584716797},{"id":"https://openalex.org/C2776256026","wikidata":"https://www.wikidata.org/wiki/Q47912","display_name":"Lung cancer","level":2,"score":0.4319424033164978},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41871944069862366},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.36667633056640625},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.3408587872982025},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3312247395515442},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2837965190410614},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.17745578289031982},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.08225539326667786}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3389/fdata.2024.1546850","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fdata.2024.1546850","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/big-data/articles/10.3389/fdata.2025.1546850/pdf","source":{"id":"https://openalex.org/S4210201220","display_name":"Frontiers in Big Data","issn_l":"2624-909X","issn":["2624-909X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Big Data","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:38c529326ba24a3da52d3e6f29ea45d0","is_oa":true,"landing_page_url":"https://doaj.org/article/38c529326ba24a3da52d3e6f29ea45d0","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Big Data, Vol 8 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3389/fdata.2024.1546850","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fdata.2024.1546850","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/big-data/articles/10.3389/fdata.2025.1546850/pdf","source":{"id":"https://openalex.org/S4210201220","display_name":"Frontiers in Big Data","issn_l":"2624-909X","issn":["2624-909X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Big Data","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1128271767","display_name":null,"funder_award_id":"62120106008","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1477739550","display_name":null,"funder_award_id":"21201060","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3413395446","display_name":null,"funder_award_id":"6212010600","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4020255992","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","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"},{"id":"https://openalex.org/F4320325599","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4407343878.pdf","grobid_xml":"https://content.openalex.org/works/W4407343878.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W135031542","https://openalex.org/W1421378112","https://openalex.org/W2048653843","https://openalex.org/W2123966888","https://openalex.org/W2147913014","https://openalex.org/W2287248044","https://openalex.org/W2344816337","https://openalex.org/W2573274161","https://openalex.org/W2608355501","https://openalex.org/W2951813287","https://openalex.org/W3052865306","https://openalex.org/W3082323634","https://openalex.org/W3164338400","https://openalex.org/W3210940033","https://openalex.org/W4244071313","https://openalex.org/W4244851570","https://openalex.org/W4401076350","https://openalex.org/W6638132796","https://openalex.org/W6664520180","https://openalex.org/W6675021282","https://openalex.org/W6786069116"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W1979597421","https://openalex.org/W2007980826","https://openalex.org/W2061531152","https://openalex.org/W3002753104","https://openalex.org/W2077600819","https://openalex.org/W2142036596","https://openalex.org/W2072657027","https://openalex.org/W2962838298","https://openalex.org/W2600246793"],"abstract_inverted_index":{"Introduction":[0],"Traditional":[1],"Graph":[2],"Pattern":[3],"Matching":[4],"(GPM)":[5],"research":[6,54],"mainly":[7],"focuses":[8],"on":[9,51,55,144],"improving":[10],"the":[11,52,58,66,115,127,141],"accuracy":[12],"and":[13,19,30,70,94,96,117,136],"efficiency":[14,118],"of":[15,119,129],"complex":[16],"network":[17],"analysis":[18],"fast":[20],"subgraph":[21],"retrieval.":[22],"Despite":[23],"their":[24,37],"ability":[25],"to":[26,36,46,91],"return":[27],"subgraphs":[28],"quickly":[29],"accurately,":[31],"these":[32],"methods":[33],"are":[34],"limited":[35],"applications":[38],"without":[39],"medical":[40],"data":[41],"research.":[42],"Methods":[43],"In":[44],"order":[45],"overcome":[47],"this":[48,63],"limitation,":[49],"based":[50],"existing":[53,142],"GPM":[56],"with":[57,80,105],"lung":[59,81,106,132],"cancer":[60,82,107,133],"knowledge":[61,83,108,134],"graph,":[62,135],"paper":[64],"introduces":[65],"Monte":[67,88],"Carlo":[68,89],"method":[69,90,124],"proposes":[71],"an":[72],"edge-level":[73],"multi-constraint":[74,99],"graph":[75],"pattern":[76,101],"matching":[77,102],"algorithm":[78,103],"TEM":[79,120],"graph.":[84,109],"Furthermore,":[85],"we":[86],"apply":[87],"both":[92],"nodes":[93],"edges,":[95],"propose":[97],"a":[98],"hologram":[100],"THM":[104],"Results":[110],"The":[111],"experiments":[112],"have":[113],"verified":[114],"effectiveness":[116],"algorithm.":[121],"Discussion":[122],"This":[123],"effectively":[125],"addresses":[126],"complexity":[128],"uncertainty":[130],"in":[131],"is":[137],"significantly":[138],"better":[139],"than":[140],"algorithms":[143],"efficiency.":[145]},"counts_by_year":[],"updated_date":"2026-03-22T08:09:32.410652","created_date":"2025-10-10T00:00:00"}
