{"id":"https://openalex.org/W3094139661","doi":"https://doi.org/10.1109/icccnt49239.2020.9225349","title":"A Time Series Analysis of Trends With Twitter Hashtags Using LSTM","display_name":"A Time Series Analysis of Trends With Twitter Hashtags Using LSTM","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3094139661","doi":"https://doi.org/10.1109/icccnt49239.2020.9225349","mag":"3094139661"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt49239.2020.9225349","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt49239.2020.9225349","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT)","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/A5067795141","display_name":"Monjur Bin Shams","orcid":null},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Monjur Bin Shams","raw_affiliation_strings":["Daffodil International University, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Daffodil International University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023283785","display_name":"Md Junaed Al Hossain","orcid":null},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Junaed Hossain","raw_affiliation_strings":["Daffodil International University, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Daffodil International University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065063929","display_name":"Sheak Rashid Haider Noori","orcid":null},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Sheak Rashid Haider Noori","raw_affiliation_strings":["Daffodil International University, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Daffodil International University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5067795141"],"corresponding_institution_ids":["https://openalex.org/I200606013"],"apc_list":null,"apc_paid":null,"fwci":0.5311,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.64302177,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9922000169754028,"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.988099992275238,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7173916101455688},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6982070803642273},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5293717384338379},{"id":"https://openalex.org/keywords/everyday-life","display_name":"Everyday life","score":0.46865975856781006},{"id":"https://openalex.org/keywords/mood","display_name":"Mood","score":0.450151652097702},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.44317159056663513},{"id":"https://openalex.org/keywords/mode","display_name":"Mode (computer interface)","score":0.43603166937828064},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4160436689853668},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3874083161354065},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2107250690460205},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.12271156907081604},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.08808311820030212},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.08432132005691528}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7173916101455688},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6982070803642273},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5293717384338379},{"id":"https://openalex.org/C2779018934","wikidata":"https://www.wikidata.org/wiki/Q1129653","display_name":"Everyday life","level":2,"score":0.46865975856781006},{"id":"https://openalex.org/C2780733359","wikidata":"https://www.wikidata.org/wiki/Q331769","display_name":"Mood","level":2,"score":0.450151652097702},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.44317159056663513},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.43603166937828064},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4160436689853668},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3874083161354065},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2107250690460205},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.12271156907081604},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.08808311820030212},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.08432132005691528},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt49239.2020.9225349","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt49239.2020.9225349","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT)","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":9,"referenced_works":["https://openalex.org/W2017539838","https://openalex.org/W2018165284","https://openalex.org/W2121001699","https://openalex.org/W2186120071","https://openalex.org/W2366853720","https://openalex.org/W2724633414","https://openalex.org/W2894868452","https://openalex.org/W2900296094","https://openalex.org/W6740495017"],"related_works":["https://openalex.org/W599445171","https://openalex.org/W2371503857","https://openalex.org/W2802914149","https://openalex.org/W2065457896","https://openalex.org/W2911845291","https://openalex.org/W3173234801","https://openalex.org/W1919101720","https://openalex.org/W2167984027","https://openalex.org/W3021302227","https://openalex.org/W590958188"],"abstract_inverted_index":{"Social":[0],"media":[1,22,28,38],"has":[2],"converged":[3],"into":[4],"our":[5,16,148],"everyday":[6],"life":[7],"in":[8,36,115,191,201],"such":[9],"a":[10,96,169,202],"way":[11],"that":[12,136],"from":[13],"lifestyle":[14],"to":[15,46,53,73,128,151,187],"behaviors,":[17],"we":[18,41],"follow":[19,47],"the":[20,44,59,63,71,132,155,180,188,193,217],"social":[21,27,37],"immensely.":[23],"The":[24,144],"influence":[25],"of":[26,83,131,135,147,160,175,182,196,214,220],"is":[29,93,150,168,207],"easily":[30],"observable":[31],"whenever":[32],"any":[33,183],"`TREND'":[34],"occurs":[35],"platforms":[39],"and":[40,78,89,105,153,210],"stumble":[42],"over":[43],"internet":[45,64],"that.":[48],"Detecting":[49],"trends":[50,157],"can":[51],"help":[52],"get":[54],"notified":[55],"about":[56],"not":[57],"only":[58],"ongoing":[60,156],"topics":[61],"around":[62,158],"as":[65,67],"well":[66],"it":[68,92],"gives":[69],"us":[70],"chance":[72],"understand":[74],"people's":[75],"choices,":[76],"emotions":[77],"so":[79],"on.":[80],"This":[81],"study":[82],"trend":[84,133],"analysis":[85],"becomes":[86],"more":[87,208],"specific":[88,97,119,162],"invaluable":[90],"when":[91],"targeted":[94],"for":[95,117],"genre":[98,141],"or":[99,126,179],"community.":[100],"As":[101],"such-":[102],"Gaming,":[103],"Movies":[104],"Tv":[106],"series":[107,204,224],"viewers,":[108],"etc.":[109],"There":[110],"are":[111],"very":[112],"few":[113],"assets":[114],"twitter":[116],"those":[118],"genres":[120],"which":[121,167,206],"could":[122],"assist":[123],"its":[124],"audiences":[125],"consumers":[127],"keep":[129],"track":[130],"list":[134],"particular":[137],"genre.":[138],"Our":[139,185],"chosen":[140],"was":[142],"Gaming.":[143],"primary":[145],"purpose":[146],"research":[149,189,215],"analyze":[152],"predict":[154],"Twitter":[159,165],"this":[161],"community":[163],"using":[164],"Hashtags,":[166],"short":[170],"yet":[171],"quite":[172],"stronger":[173],"mode":[174],"expressing":[176],"one's":[177],"mood":[178],"gist":[181],"topic.":[184],"contribution":[186],"reflects":[190],"applying":[192],"LSTM":[194],"model":[195,200],"Recurrent":[197],"Neural":[198],"Network":[199],"time":[203,223],"dataset":[205],"convoluted":[209],"less":[211],"explored":[212],"area":[213],"than":[216],"existing":[218],"methods":[219],"analyzing":[221],"regular":[222],"models.":[225]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
