{"id":"https://openalex.org/W4220975176","doi":"https://doi.org/10.3103/s0146411622010023","title":"Hot News Prediction Method Based on Natural Language Processing Technology and Its Application","display_name":"Hot News Prediction Method Based on Natural Language Processing Technology and Its Application","publication_year":2022,"publication_date":"2022-02-01","ids":{"openalex":"https://openalex.org/W4220975176","doi":"https://doi.org/10.3103/s0146411622010023"},"language":"en","primary_location":{"id":"doi:10.3103/s0146411622010023","is_oa":false,"landing_page_url":"https://doi.org/10.3103/s0146411622010023","pdf_url":null,"source":{"id":"https://openalex.org/S17203304","display_name":"Automatic Control and Computer Sciences","issn_l":"0146-4116","issn":["0146-4116","1558-108X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320267","host_organization_name":"Pleiades Publishing","host_organization_lineage":["https://openalex.org/P4310320267","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Pleiades Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Automatic Control and Computer 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/A5044284636","display_name":"Yiqin Bao","orcid":"https://orcid.org/0000-0002-2407-0535"},"institutions":[{"id":"https://openalex.org/I4210128418","display_name":"Nanjing Xiaozhuang University","ror":"https://ror.org/03fnv7n42","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210128418"]},{"id":"https://openalex.org/I4210148486","display_name":"Jiangsu Industry Technology Research Institute","ror":"https://ror.org/044a9d018","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210148486"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yiqin Bao","raw_affiliation_strings":["College of Information Engineering, Nanjing XiaoZhuang University, 211171, Jiangsu, China","Nanjing Suta Intelligent Technology Co., LTD, 210003, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Nanjing XiaoZhuang University, 211171, Jiangsu, China","institution_ids":["https://openalex.org/I4210128418"]},{"raw_affiliation_string":"Nanjing Suta Intelligent Technology Co., LTD, 210003, Jiangsu, China","institution_ids":["https://openalex.org/I4210148486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039281701","display_name":"Zhengtang Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I1300757298","display_name":"Heilongjiang University of Science and Technology","ror":"https://ror.org/030xwyx96","country_code":"CN","type":"education","lineage":["https://openalex.org/I1300757298"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengtang Sun","raw_affiliation_strings":["School of Computer Science and Technology, Heilongjiang University, 150080, Harbin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Heilongjiang University, 150080, Harbin, China","institution_ids":["https://openalex.org/I1300757298"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084046714","display_name":"Qiang Zhao","orcid":"https://orcid.org/0000-0003-2004-1769"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiang Zhao","raw_affiliation_strings":["Alibaba Cloud University, 310001, Zhejiang, China","Schulich School of Business, 416647, Toronto, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alibaba Cloud University, 310001, Zhejiang, China","institution_ids":["https://openalex.org/I45928872"]},{"raw_affiliation_string":"Schulich School of Business, 416647, Toronto, Canada","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085626911","display_name":"Tianya Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianya Lin","raw_affiliation_strings":["College of Optical Engineering, Zhejiang University of Technology, 321006, Zhejiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Optical Engineering, Zhejiang University of Technology, 321006, Zhejiang, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085132445","display_name":"Hao Zheng","orcid":"https://orcid.org/0000-0003-0829-9660"},"institutions":[{"id":"https://openalex.org/I4210128418","display_name":"Nanjing Xiaozhuang University","ror":"https://ror.org/03fnv7n42","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210128418"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Zheng","raw_affiliation_strings":["College of Information Engineering, Nanjing XiaoZhuang University, 211171, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Nanjing XiaoZhuang University, 211171, Jiangsu, China","institution_ids":["https://openalex.org/I4210128418"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5044284636"],"corresponding_institution_ids":["https://openalex.org/I4210128418","https://openalex.org/I4210148486"],"apc_list":null,"apc_paid":null,"fwci":0.4648,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.67363197,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"56","issue":"1","first_page":"83","last_page":"94"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.994700014591217,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.994700014591217,"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":0.9939000010490417,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.9095759391784668},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.7363783717155457},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6759722828865051},{"id":"https://openalex.org/keywords/data-pre-processing","display_name":"Data pre-processing","score":0.5355470180511475},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.48444226384162903},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4381404221057892},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4292718768119812},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.4131298065185547},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41040918231010437}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9095759391784668},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.7363783717155457},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6759722828865051},{"id":"https://openalex.org/C10551718","wikidata":"https://www.wikidata.org/wiki/Q5227332","display_name":"Data pre-processing","level":2,"score":0.5355470180511475},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.48444226384162903},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4381404221057892},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4292718768119812},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.4131298065185547},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41040918231010437}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3103/s0146411622010023","is_oa":false,"landing_page_url":"https://doi.org/10.3103/s0146411622010023","pdf_url":null,"source":{"id":"https://openalex.org/S17203304","display_name":"Automatic Control and Computer Sciences","issn_l":"0146-4116","issn":["0146-4116","1558-108X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320267","host_organization_name":"Pleiades Publishing","host_organization_lineage":["https://openalex.org/P4310320267","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Pleiades Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Automatic Control and Computer Sciences","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.5099999904632568,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1832693441","https://openalex.org/W2112796928","https://openalex.org/W2125838338","https://openalex.org/W2507324087","https://openalex.org/W2531409750","https://openalex.org/W2556605533","https://openalex.org/W2800869061","https://openalex.org/W2953596346","https://openalex.org/W2962946486","https://openalex.org/W2977540023"],"related_works":["https://openalex.org/W2989490741","https://openalex.org/W2367545121","https://openalex.org/W4248881655","https://openalex.org/W2482165163","https://openalex.org/W3092506759","https://openalex.org/W138569904","https://openalex.org/W3010890513","https://openalex.org/W2390914021","https://openalex.org/W2389417819","https://openalex.org/W2368524271"],"abstract_inverted_index":{"Abstract":[0],"In":[1,157],"today\u2019s":[2],"era":[3],"of":[4,11,53,96],"information":[5],"expansion,":[6],"there":[7,17],"exist":[8],"a":[9,20,94,128],"lot":[10],"real-time":[12,25,40],"news":[13,41,55,75,89],"every":[14],"day,":[15],"and":[16,27,42,76,99,132,150,171,192],"will":[18],"be":[19,137],"time":[21,185],"difference":[22],"between":[23],"potential":[24],"hotspots":[26],"hot":[28,45,54,74,85,88,190],"news.":[29,86],"It":[30],"is":[31,56],"time-consuming":[32],"for":[33,59,140,186],"IT":[34],"operators":[35,79],"to":[36,66,72,77,80,123,167],"read":[37],"all":[38],"the":[39,44,51,84,161,172,183],"find":[43],"spots":[46],"by":[47,153],"human":[48],"effort.":[49],"Therefore,":[50,62],"prediction":[52],"particularly":[57],"important":[58],"we-media":[60],"operation.":[61],"this":[63,91,165],"paper":[64,92,166],"attempts":[65],"use":[67],"natural":[68],"language":[69],"processing":[70],"technology":[71],"predict":[73],"assist":[78],"create":[81],"articles":[82,188],"about":[83,189],"For":[87],"prediction,":[90],"proposes":[93],"method":[95,162],"data":[97],"preprocessing":[98],"uses":[100],"several":[101,147],"models":[102,149],"based":[103],"on":[104],"convolutional":[105,110],"neural":[106,111],"networks":[107,112],"(CNNs),":[108],"text":[109],"(TextCNNs),":[113],"long-short":[114],"term":[115],"memory":[116,121],"(LSTM),":[117],"bi-directional":[118],"long":[119],"short-term":[120],"(BiLSTM)":[122],"train.":[124],"We":[125,145],"also":[126],"build":[127],"new":[129],"model\u2014CNN":[130],"Distinct":[131],"BiLSTM":[133],"Extract,":[134],"which":[135],"can":[136,177],"called":[138],"CDBE":[139],"short\u2014to":[141],"obtain":[142],"better":[143],"performance.":[144],"evaluate":[146],"training":[148],"analyze":[151],"them":[152],"multiple":[154],"evaluation":[155],"indexes.":[156],"addition,":[158],"we":[159],"apply":[160],"proposed":[163],"in":[164],"actual":[168],"operation":[169],"work,":[170],"result":[173],"shows":[174],"that":[175],"such":[176],"greatly":[178,193],"reduce":[179],"operators\u2019":[180],"pressure,":[181],"save":[182],"working":[184],"creating":[187],"news,":[191],"improve":[194],"their":[195],"work":[196],"efficiency.":[197]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-08-02T14:50:37.381335","created_date":"2025-10-10T00:00:00"}
