{"id":"https://openalex.org/W4321108607","doi":"https://doi.org/10.1142/s0218194023500055","title":"Person Event Detection Method in Computer Discipline Domain Based on BiGRU and CNN in Series","display_name":"Person Event Detection Method in Computer Discipline Domain Based on BiGRU and CNN in Series","publication_year":2023,"publication_date":"2023-02-16","ids":{"openalex":"https://openalex.org/W4321108607","doi":"https://doi.org/10.1142/s0218194023500055"},"language":"en","primary_location":{"id":"doi:10.1142/s0218194023500055","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218194023500055","pdf_url":null,"source":{"id":"https://openalex.org/S131442419","display_name":"International Journal of Software Engineering and Knowledge Engineering","issn_l":"0218-1940","issn":["0218-1940","1793-6403"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Software Engineering and Knowledge Engineering","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/A5100462592","display_name":"Xiaoming Zhang","orcid":"https://orcid.org/0000-0002-7091-1155"},"institutions":[{"id":"https://openalex.org/I34155123","display_name":"Hebei University of Science and Technology","ror":"https://ror.org/05h3pkk68","country_code":"CN","type":"education","lineage":["https://openalex.org/I34155123"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoming Zhang","raw_affiliation_strings":["School of Information Science and Engineering, Hebei University of Science and Technology, Shijiazhuang, P. R. China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Hebei University of Science and Technology, Shijiazhuang, P. R. China","institution_ids":["https://openalex.org/I34155123"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100754082","display_name":"Xin Yang","orcid":"https://orcid.org/0000-0002-4617-5733"},"institutions":[{"id":"https://openalex.org/I34155123","display_name":"Hebei University of Science and Technology","ror":"https://ror.org/05h3pkk68","country_code":"CN","type":"education","lineage":["https://openalex.org/I34155123"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Yang","raw_affiliation_strings":["School of Information Science and Engineering, Hebei University of Science and Technology, Shijiazhuang, P. R. China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Hebei University of Science and Technology, Shijiazhuang, P. R. China","institution_ids":["https://openalex.org/I34155123"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032802508","display_name":"Huiyong Wang","orcid":"https://orcid.org/0000-0003-3107-729X"},"institutions":[{"id":"https://openalex.org/I34155123","display_name":"Hebei University of Science and Technology","ror":"https://ror.org/05h3pkk68","country_code":"CN","type":"education","lineage":["https://openalex.org/I34155123"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Huiyong Wang","raw_affiliation_strings":["School of Information Science and Engineering, Hebei University of Science and Technology, Shijiazhuang, P. R. China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Hebei University of Science and Technology, Shijiazhuang, P. R. China","institution_ids":["https://openalex.org/I34155123"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5032802508"],"corresponding_institution_ids":["https://openalex.org/I34155123"],"apc_list":null,"apc_paid":null,"fwci":0.3479,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.62862137,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"33","issue":"04","first_page":"487","last_page":"512"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.989799976348877,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.989799976348877,"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":0.9765999913215637,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9516000151634216,"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":0.7125969529151917},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6196475028991699},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.6067492365837097},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.604775071144104},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5985530614852905},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.5681055784225464},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5076190233230591},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4285367727279663},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4102644920349121},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3536757826805115},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.33334237337112427},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12283182144165039},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.11834359169006348}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7125969529151917},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6196475028991699},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.6067492365837097},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.604775071144104},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5985530614852905},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.5681055784225464},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5076190233230591},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4285367727279663},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4102644920349121},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3536757826805115},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.33334237337112427},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12283182144165039},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.11834359169006348},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218194023500055","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218194023500055","pdf_url":null,"source":{"id":"https://openalex.org/S131442419","display_name":"International Journal of Software Engineering and Knowledge Engineering","issn_l":"0218-1940","issn":["0218-1940","1793-6403"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Software Engineering and Knowledge Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.8600000143051147}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2064675550","https://openalex.org/W2146864948","https://openalex.org/W2952437275","https://openalex.org/W2974174128","https://openalex.org/W3045635329","https://openalex.org/W3156354351","https://openalex.org/W3192679085","https://openalex.org/W4210334699","https://openalex.org/W4210510439","https://openalex.org/W4210746245","https://openalex.org/W4290791210"],"related_works":["https://openalex.org/W4293226380","https://openalex.org/W4313906399","https://openalex.org/W4321487865","https://openalex.org/W2811106690","https://openalex.org/W4239306820","https://openalex.org/W2947043951","https://openalex.org/W1583422155","https://openalex.org/W3213252596","https://openalex.org/W1649619740","https://openalex.org/W1534006406"],"abstract_inverted_index":{"The":[0,50,183],"knowledge":[1,25,37,59],"graph":[2,32,38,60],"of":[3,22,46,64,78,102,130],"computer":[4,12,94,157],"discipline":[5,24,36,95,158],"domain":[6,159,179,205],"plays":[7],"a":[8,71,148],"critical":[9],"role":[10],"in":[11,54,92,155],"education,":[13],"and":[14,40,43,83,114,166,177],"the":[15,23,31,35,56,62,75,93,99,103,106,111,116,121,127,131,135,142,156,173,178,193,200,204],"person":[16,28,57,89,107,152],"event":[17,58,90,108,143,153],"is":[18,61,160],"an":[19],"important":[20],"part":[21],"graph.":[26],"Adding":[27],"events":[29],"to":[30,124,140,162],"will":[33],"make":[34],"richer":[39],"more":[41],"interesting,":[42],"enhance":[44],"enthusiasm":[45],"students":[47],"for":[48,88,151],"learning.":[49],"most":[51],"crucial":[52],"step":[53],"building":[55],"extraction":[63],"trigger":[65,144,164],"words.":[66,145],"Therefore,":[67],"this":[68],"paper":[69],"proposes":[70],"method":[72],"based":[73],"on":[74,172,203],"serial":[76],"fusion":[77],"gated":[79],"recurrent":[80],"neural":[81,85],"network":[82,86],"convolutional":[84],"(SC-BiGRU-CNN)":[87],"detection":[91,154],"domain.":[96],"We":[97,169],"extract":[98,126],"global":[100,118],"features":[101,119,129,137],"text":[104],"from":[105],"sentences":[109],"through":[110],"BiGRU":[112],"model,":[113],"input":[115],"extracted":[117,136],"into":[120],"CNN":[122],"model":[123,202],"further":[125],"fine-grained":[128],"text.":[132],"And":[133],"then":[134],"are":[138],"used":[139],"classify":[141],"In":[146],"addition,":[147],"dataset":[149,175,180,206],"(CD-PED)":[150],"constructed":[161],"obtain":[163],"words":[165],"their":[167],"types.":[168],"perform":[170],"experiments":[171],"public":[174],"MAVEN":[176],"CD-PED,":[181],"respectively.":[182],"experimental":[184],"results":[185],"show":[186],"that":[187],"our":[188],"approach":[189],"has":[190],"significantly":[191],"improved":[192],"[Formula:":[194],"see":[195],"text]":[196],"value":[197],"compared":[198],"with":[199],"baseline":[201],"CD-PED.":[207]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}