{"id":"https://openalex.org/W2957559647","doi":"https://doi.org/10.1109/icc.2019.8761288","title":"Dynamic Slide Window-Based Feature Scoring and Extraction for On-Line Rumor Detection with CNN","display_name":"Dynamic Slide Window-Based Feature Scoring and Extraction for On-Line Rumor Detection with CNN","publication_year":2019,"publication_date":"2019-05-01","ids":{"openalex":"https://openalex.org/W2957559647","doi":"https://doi.org/10.1109/icc.2019.8761288","mag":"2957559647"},"language":"en","primary_location":{"id":"doi:10.1109/icc.2019.8761288","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc.2019.8761288","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2019 - 2019 IEEE International Conference on Communications (ICC)","raw_type":"proceedings-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/A5101698326","display_name":"Haolin Yang","orcid":"https://orcid.org/0000-0002-5927-9005"},"institutions":[{"id":"https://openalex.org/I55654194","display_name":"Inner Mongolia University of Technology","ror":"https://ror.org/05564e019","country_code":"CN","type":"education","lineage":["https://openalex.org/I55654194"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haolin Yang","raw_affiliation_strings":["College of Data Science and Application, Inner Mongolia University of Technology, Hohhot, China"],"affiliations":[{"raw_affiliation_string":"College of Data Science and Application, Inner Mongolia University of Technology, Hohhot, China","institution_ids":["https://openalex.org/I55654194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101756701","display_name":"Zhiwei Xu","orcid":"https://orcid.org/0000-0001-7733-8219"},"institutions":[{"id":"https://openalex.org/I55654194","display_name":"Inner Mongolia University of Technology","ror":"https://ror.org/05564e019","country_code":"CN","type":"education","lineage":["https://openalex.org/I55654194"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiwei Xu","raw_affiliation_strings":["College of Data Science and Application, Inner Mongolia University of Technology, Hohhot, China"],"affiliations":[{"raw_affiliation_string":"College of Data Science and Application, Inner Mongolia University of Technology, Hohhot, China","institution_ids":["https://openalex.org/I55654194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100388518","display_name":"Limin Liu","orcid":"https://orcid.org/0000-0001-5610-6443"},"institutions":[{"id":"https://openalex.org/I55654194","display_name":"Inner Mongolia University of Technology","ror":"https://ror.org/05564e019","country_code":"CN","type":"education","lineage":["https://openalex.org/I55654194"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Limin Liu","raw_affiliation_strings":["College of Data Science and Application, Inner Mongolia University of Technology, Hohhot, China"],"affiliations":[{"raw_affiliation_string":"College of Data Science and Application, Inner Mongolia University of Technology, Hohhot, China","institution_ids":["https://openalex.org/I55654194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101466995","display_name":"Mengjie Guo","orcid":"https://orcid.org/0000-0003-2598-2656"},"institutions":[{"id":"https://openalex.org/I55654194","display_name":"Inner Mongolia University of Technology","ror":"https://ror.org/05564e019","country_code":"CN","type":"education","lineage":["https://openalex.org/I55654194"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengjie Guo","raw_affiliation_strings":["College of Data Science and Application, Inner Mongolia University of Technology, Hohhot, China"],"affiliations":[{"raw_affiliation_string":"College of Data Science and Application, Inner Mongolia University of Technology, Hohhot, China","institution_ids":["https://openalex.org/I55654194"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100751750","display_name":"Yujun Zhang","orcid":"https://orcid.org/0000-0002-6151-7519"},"institutions":[{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yujun Zhang","raw_affiliation_strings":["Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210090176","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101698326"],"corresponding_institution_ids":["https://openalex.org/I55654194"],"apc_list":null,"apc_paid":null,"fwci":2.0402,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.90016877,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.987500011920929,"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":0.8373711705207825},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.7693369388580322},{"id":"https://openalex.org/keywords/rumor","display_name":"Rumor","score":0.7139659523963928},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.606509804725647},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5650015473365784},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5394865274429321},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5349449515342712},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.47327470779418945},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4512341618537903},{"id":"https://openalex.org/keywords/sliding-window-protocol","display_name":"Sliding window protocol","score":0.4489891529083252},{"id":"https://openalex.org/keywords/window","display_name":"Window (computing)","score":0.43939611315727234},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34000352025032043}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8373711705207825},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.7693369388580322},{"id":"https://openalex.org/C2780469804","wikidata":"https://www.wikidata.org/wiki/Q878352","display_name":"Rumor","level":2,"score":0.7139659523963928},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.606509804725647},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5650015473365784},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5394865274429321},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5349449515342712},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.47327470779418945},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4512341618537903},{"id":"https://openalex.org/C102392041","wikidata":"https://www.wikidata.org/wiki/Q592860","display_name":"Sliding window protocol","level":3,"score":0.4489891529083252},{"id":"https://openalex.org/C2778751112","wikidata":"https://www.wikidata.org/wiki/Q835016","display_name":"Window (computing)","level":2,"score":0.43939611315727234},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34000352025032043},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icc.2019.8761288","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc.2019.8761288","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2019 - 2019 IEEE International Conference on Communications (ICC)","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":31,"referenced_works":["https://openalex.org/W1522734439","https://openalex.org/W1546111015","https://openalex.org/W1638051351","https://openalex.org/W1912236669","https://openalex.org/W1993220166","https://openalex.org/W2047756776","https://openalex.org/W2051405935","https://openalex.org/W2053834199","https://openalex.org/W2084591134","https://openalex.org/W2170240176","https://openalex.org/W2251030241","https://openalex.org/W2265846598","https://openalex.org/W2292978603","https://openalex.org/W2424495361","https://openalex.org/W2462365838","https://openalex.org/W2540896251","https://openalex.org/W2577888896","https://openalex.org/W2579280245","https://openalex.org/W2582558662","https://openalex.org/W2748209393","https://openalex.org/W2763572884","https://openalex.org/W2766462585","https://openalex.org/W2964046515","https://openalex.org/W4293355737","https://openalex.org/W6684043126","https://openalex.org/W6685053522","https://openalex.org/W6691103430","https://openalex.org/W6717585163","https://openalex.org/W6732213310","https://openalex.org/W6732431570","https://openalex.org/W6732491067"],"related_works":["https://openalex.org/W2372853429","https://openalex.org/W2793319716","https://openalex.org/W3110636174","https://openalex.org/W4210503589","https://openalex.org/W2908713064","https://openalex.org/W2810386322","https://openalex.org/W2801267666","https://openalex.org/W3014558862","https://openalex.org/W4400976415","https://openalex.org/W2770255720"],"abstract_inverted_index":{"User-generated":[0],"content":[1,22],"on":[2,46,55,124],"social":[3,36],"media":[4],"platforms":[5],"are":[6],"major":[7],"forces":[8],"in":[9,34,78,146],"the":[10,28,35,51,114,129,138,150,157],"shaping":[11],"and":[12,26,72,94,118,133,149,155],"diffusion":[13,29],"of":[14,30,80,152],"popular":[15,32],"topics.":[16],"Online":[17],"rumors":[18,162],"among":[19,41],"regular":[20,164],"user-generated":[21],"have":[23],"increased":[24],"considerablely,":[25],"stimulate":[27],"fake":[31],"topics":[33],"network":[37],"or":[38,60],"even":[39],"panic":[40],"people.":[42],"The":[43],"existing":[44],"researches":[45],"rumor":[47,109],"detection,":[48],"such":[49],"as":[50],"detection":[52,110,158],"mechanisms":[53],"based":[54,90],"Convolutional":[56],"Neural":[57],"Network":[58],"(CNN)":[59],"Long":[61],"Short-Term":[62],"Memory":[63],"(LSTM),":[64],"suffer":[65],"from":[66,163],"their":[67,144],"rough":[68],"feature":[69,82,92,116,131],"extraction":[70,95,119,134],"processes,":[71],"thus":[73,156],"need":[74],"to":[75],"be":[76],"improved":[77],"terms":[79],"contextual":[81],"extraction.":[83],"This":[84],"paper":[85],"proposes":[86],"a":[87],"dynamic":[88],"slide-window":[89],"text":[91,140],"scoring":[93,117,132],"mechanism,":[96],"which":[97],"facilitates":[98],"accurate":[99],"semantic":[100],"structure":[101],"representation.":[102],"In":[103],"addition,":[104],"we":[105],"design":[106],"an":[107],"effective":[108],"scheme":[111,159],"by":[112,142],"incorporating":[113],"proposed":[115,130],"with":[120],"CNN.":[121],"Extensive":[122],"experiments":[123],"real-world":[125],"datasets":[126],"demonstrate":[127],"that":[128],"mechanism":[135],"can":[136,160],"extract":[137],"important":[139],"features":[141],"considering":[143],"roles":[145],"on-line":[147],"texts":[148],"relations":[151],"these":[153],"features,":[154],"distinguish":[161],"messages":[165],"more":[166],"accurately.":[167]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}