{"id":"https://openalex.org/W7161957021","doi":"https://doi.org/10.1016/j.ins.2026.123643","title":"Adaptive multi-hop reasoning with type-aware calibration for process knowledge graph completion","display_name":"Adaptive multi-hop reasoning with type-aware calibration for process knowledge graph completion","publication_year":2026,"publication_date":"2026-05-21","ids":{"openalex":"https://openalex.org/W7161957021","doi":"https://doi.org/10.1016/j.ins.2026.123643"},"language":"en","primary_location":{"id":"doi:10.1016/j.ins.2026.123643","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ins.2026.123643","pdf_url":null,"source":{"id":"https://openalex.org/S192650101","display_name":"Information Sciences","issn_l":"0020-0255","issn":["0020-0255","1872-6291"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Sciences","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/A5136716499","display_name":"Jiamei Feng","orcid":null},"institutions":[{"id":"https://openalex.org/I167383011","display_name":"Henan University of Science and Technology","ror":"https://ror.org/05d80kz58","country_code":"CN","type":"education","lineage":["https://openalex.org/I167383011"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiamei Feng","raw_affiliation_strings":["School of Information Engineering, Henan University of Science and Technology, Luoyang, 471023, Henan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Henan University of Science and Technology, Luoyang, 471023, Henan, China","institution_ids":["https://openalex.org/I167383011"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136716739","display_name":"Wenbo Li","orcid":null},"institutions":[{"id":"https://openalex.org/I167383011","display_name":"Henan University of Science and Technology","ror":"https://ror.org/05d80kz58","country_code":"CN","type":"education","lineage":["https://openalex.org/I167383011"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenbo Li","raw_affiliation_strings":["School of Information Engineering, Henan University of Science and Technology, Luoyang, 471023, Henan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Henan University of Science and Technology, Luoyang, 471023, Henan, China","institution_ids":["https://openalex.org/I167383011"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136688743","display_name":"Xiaolong Zhao","orcid":"https://orcid.org/0009-0001-4560-6263"},"institutions":[{"id":"https://openalex.org/I167383011","display_name":"Henan University of Science and Technology","ror":"https://ror.org/05d80kz58","country_code":"CN","type":"education","lineage":["https://openalex.org/I167383011"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaolong Zhao","raw_affiliation_strings":["School of Information Engineering, Henan University of Science and Technology, Luoyang, 471023, Henan, China"],"raw_orcid":"https://orcid.org/0009-0001-4560-6263","affiliations":[{"raw_affiliation_string":"School of Information Engineering, Henan University of Science and Technology, Luoyang, 471023, Henan, China","institution_ids":["https://openalex.org/I167383011"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136668846","display_name":"Lei Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210124246","display_name":"CITIC Group (China)","ror":"https://ror.org/037b6wy35","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210124246"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Yang","raw_affiliation_strings":["CITIC Heavy Industries Co., Ltd, Luoyang, 471003, Henan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CITIC Heavy Industries Co., Ltd, Luoyang, 471003, Henan, China","institution_ids":["https://openalex.org/I4210124246"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136676842","display_name":"Bo Liu","orcid":"https://orcid.org/0000-0002-8497-8772"},"institutions":[{"id":"https://openalex.org/I4210100011","display_name":"Henan Energy & Chemical Industry Group (China)","ror":"https://ror.org/0149mnh61","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210100011"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Liu","raw_affiliation_strings":["SIPPR Engineering Group Co., Ltd, Zhengzhou, 450007, Henan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SIPPR Engineering Group Co., Ltd, Zhengzhou, 450007, Henan, China","institution_ids":["https://openalex.org/I4210100011"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136724292","display_name":"Muhua Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I167383011","display_name":"Henan University of Science and Technology","ror":"https://ror.org/05d80kz58","country_code":"CN","type":"education","lineage":["https://openalex.org/I167383011"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Muhua Liu","raw_affiliation_strings":["School of Information Engineering, Henan University of Science and Technology, Luoyang, 471023, Henan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Henan University of Science and Technology, Luoyang, 471023, Henan, China","institution_ids":["https://openalex.org/I167383011"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5136637916","display_name":"Mingchuan Zhang","orcid":"https://orcid.org/0000-0002-2523-1089"},"institutions":[{"id":"https://openalex.org/I167383011","display_name":"Henan University of Science and Technology","ror":"https://ror.org/05d80kz58","country_code":"CN","type":"education","lineage":["https://openalex.org/I167383011"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mingchuan Zhang","raw_affiliation_strings":["School of Information Engineering, Henan University of Science and Technology, Luoyang, 471023, Henan, China"],"raw_orcid":"https://orcid.org/0000-0002-2523-1089","affiliations":[{"raw_affiliation_string":"School of Information Engineering, Henan University of Science and Technology, Luoyang, 471023, Henan, China","institution_ids":["https://openalex.org/I167383011"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5136637916"],"corresponding_institution_ids":["https://openalex.org/I167383011"],"apc_list":{"value":3330,"currency":"USD","value_usd":3330},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.74214922,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"754","issue":null,"first_page":"123643","last_page":"123643"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.23829999566078186,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"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/T10703","display_name":"Business Process Modeling and Analysis","score":0.23829999566078186,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.16279999911785126,"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.10100000351667404,"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/graph","display_name":"Graph","score":0.5436000227928162},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5317999720573425},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.5169000029563904},{"id":"https://openalex.org/keywords/calibration","display_name":"Calibration","score":0.47119998931884766},{"id":"https://openalex.org/keywords/knowledge-representation-and-reasoning","display_name":"Knowledge representation and reasoning","score":0.3749000132083893},{"id":"https://openalex.org/keywords/completion","display_name":"Completion (oil and gas wells)","score":0.31949999928474426}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7179999947547913},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5436000227928162},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5317999720573425},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.5169000029563904},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47999998927116394},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.47119998931884766},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3919999897480011},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.3749000132083893},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3273000121116638},{"id":"https://openalex.org/C2779538338","wikidata":"https://www.wikidata.org/wiki/Q2990590","display_name":"Completion (oil and gas wells)","level":2,"score":0.31949999928474426},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3109999895095825},{"id":"https://openalex.org/C115925183","wikidata":"https://www.wikidata.org/wiki/Q1412694","display_name":"Knowledge-based systems","level":2,"score":0.2773999869823456},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.26840001344680786},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2669000029563904},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.2615000009536743},{"id":"https://openalex.org/C2777220311","wikidata":"https://www.wikidata.org/wiki/Q6423340","display_name":"Knowledge acquisition","level":2,"score":0.25429999828338623},{"id":"https://openalex.org/C20162079","wikidata":"https://www.wikidata.org/wiki/Q1151406","display_name":"Case-based reasoning","level":2,"score":0.2517000138759613}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.ins.2026.123643","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ins.2026.123643","pdf_url":null,"source":{"id":"https://openalex.org/S192650101","display_name":"Information Sciences","issn_l":"0020-0255","issn":["0020-0255","1872-6291"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Sciences","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2022551085","https://openalex.org/W2081580037","https://openalex.org/W2759136286","https://openalex.org/W3123899295","https://openalex.org/W3201503287","https://openalex.org/W4386126398","https://openalex.org/W4391350701","https://openalex.org/W4397002064","https://openalex.org/W4399146358","https://openalex.org/W4399362697","https://openalex.org/W4399525892","https://openalex.org/W4401069694","https://openalex.org/W4405253182","https://openalex.org/W4406781892","https://openalex.org/W4413142687"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2026-05-22T00:00:00"}