{"id":"https://openalex.org/W3212931664","doi":"https://doi.org/10.1109/iciscae52414.2021.9590765","title":"Study on the Construction Method of Requirement Knowledge Atlas Based on Graph Neural Network","display_name":"Study on the Construction Method of Requirement Knowledge Atlas Based on Graph Neural Network","publication_year":2021,"publication_date":"2021-09-24","ids":{"openalex":"https://openalex.org/W3212931664","doi":"https://doi.org/10.1109/iciscae52414.2021.9590765","mag":"3212931664"},"language":"en","primary_location":{"id":"doi:10.1109/iciscae52414.2021.9590765","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iciscae52414.2021.9590765","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 4th International Conference on Information Systems and Computer Aided Education (ICISCAE)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100455820","display_name":"Fei Wang","orcid":"https://orcid.org/0000-0002-3456-3157"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Wang","raw_affiliation_strings":["Renmin University of China, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Renmin University of China, Beijing, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100400143","display_name":"Shuo Wang","orcid":"https://orcid.org/0000-0002-1679-4824"},"institutions":[{"id":"https://openalex.org/I43337087","display_name":"Hebei University","ror":"https://ror.org/01p884a79","country_code":"CN","type":"education","lineage":["https://openalex.org/I43337087"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuo Wang","raw_affiliation_strings":["Key Laboratory of Machine Learning and Computational Intelligence, Hebei University, Baoding, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Machine Learning and Computational Intelligence, Hebei University, Baoding, China","institution_ids":["https://openalex.org/I43337087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080796190","display_name":"Qing Song Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210128910","display_name":"Group Sense (China)","ror":"https://ror.org/036wd5777","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210128910"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing Tang","raw_affiliation_strings":["Sense Time, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sense Time, Beijing, China","institution_ids":["https://openalex.org/I4210128910"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101194830","display_name":"Yongjie Du","orcid":null},"institutions":[{"id":"https://openalex.org/I187380120","display_name":"Agricultural Bank of China","ror":"https://ror.org/015g9sa94","country_code":"CN","type":"other","lineage":["https://openalex.org/I187380120"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongjie Du","raw_affiliation_strings":["Agricultural Bank of China, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Agricultural Bank of China, Beijing, China","institution_ids":["https://openalex.org/I187380120"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13062","display_name":"Cognitive Computing and Networks","score":0.9330000281333923,"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"}},"topics":[{"id":"https://openalex.org/T13062","display_name":"Cognitive Computing and Networks","score":0.9330000281333923,"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/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.9089999794960022,"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/computer-science","display_name":"Computer science","score":0.7168647646903992},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.5724163055419922},{"id":"https://openalex.org/keywords/knowledge-representation-and-reasoning","display_name":"Knowledge representation and reasoning","score":0.5622649788856506},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5347413420677185},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.46857428550720215},{"id":"https://openalex.org/keywords/graph-theory","display_name":"Graph theory","score":0.43047115206718445},{"id":"https://openalex.org/keywords/graph-database","display_name":"Graph database","score":0.41884875297546387},{"id":"https://openalex.org/keywords/knowledge-engineering","display_name":"Knowledge engineering","score":0.41763097047805786},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33921515941619873},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14837923645973206}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7168647646903992},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.5724163055419922},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.5622649788856506},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5347413420677185},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.46857428550720215},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.43047115206718445},{"id":"https://openalex.org/C176225458","wikidata":"https://www.wikidata.org/wiki/Q595971","display_name":"Graph database","level":3,"score":0.41884875297546387},{"id":"https://openalex.org/C84685590","wikidata":"https://www.wikidata.org/wiki/Q1540472","display_name":"Knowledge engineering","level":2,"score":0.41763097047805786},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33921515941619873},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14837923645973206},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iciscae52414.2021.9590765","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iciscae52414.2021.9590765","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 4th International Conference on Information Systems and Computer Aided Education (ICISCAE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":1,"referenced_works":["https://openalex.org/W4234128687"],"related_works":["https://openalex.org/W2912859789","https://openalex.org/W4319431024","https://openalex.org/W3001062969","https://openalex.org/W3080107865","https://openalex.org/W3103476451","https://openalex.org/W3154803703","https://openalex.org/W4205426038","https://openalex.org/W4241357246","https://openalex.org/W116602806","https://openalex.org/W2983766888"],"abstract_inverted_index":{"As":[0],"a":[1,36],"structured":[2],"semantic":[3],"knowledge":[4,6,42,51,70,84],"system,":[5],"graph":[7,43,52],"mainly":[8],"uses":[9],"symbols":[10],"to":[11],"present":[12],"physical":[13],"concepts":[14],"in":[15,53],"real":[16],"life,":[17],"which":[18],"involves":[19],"three":[20],"aspects:":[21],"triples,":[22],"entities":[23],"and":[24,80,95,102,105],"the":[25,48,61,65,76,88,99,107],"network":[26],"structure":[27],"connected":[28],"with":[29],"related":[30],"number":[31],"structures.":[32],"Although":[33],"there":[34],"is":[35,55],"wide":[37],"range":[38],"of":[39,47,56,63,68,83,92],"research":[40,49],"on":[41,50,60],"at":[44,75],"present,":[45],"most":[46],"China":[54],"general":[57],"type.":[58],"Therefore,":[59],"basis":[62],"clarifying":[64],"construction":[66,81],"method":[67],"required":[69],"graph,":[71,85],"this":[72],"paper,":[73],"aiming":[74],"overall":[77],"formal":[78],"representation":[79,90],"framework":[82],"makes":[86],"clear":[87],"specific":[89],"mode":[91],"pattern":[93],"layer":[94,97],"data":[96],"from":[98],"logical":[100],"perspective,":[101],"then":[103],"verifies":[104],"analyzes":[106],"proposed":[108],"method.":[109]},"counts_by_year":[{"year":2024,"cited_by_count":4}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}