{"id":"https://openalex.org/W3038089794","doi":"https://doi.org/10.1080/0952813x.2020.1785019","title":"A review of approaches for topic detection in Twitter","display_name":"A review of approaches for topic detection in Twitter","publication_year":2020,"publication_date":"2020-06-28","ids":{"openalex":"https://openalex.org/W3038089794","doi":"https://doi.org/10.1080/0952813x.2020.1785019","mag":"3038089794"},"language":"en","primary_location":{"id":"doi:10.1080/0952813x.2020.1785019","is_oa":false,"landing_page_url":"https://doi.org/10.1080/0952813x.2020.1785019","pdf_url":null,"source":{"id":"https://openalex.org/S153467142","display_name":"Journal of Experimental & Theoretical Artificial Intelligence","issn_l":"0952-813X","issn":["0952-813X","1362-3079"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Experimental &amp; Theoretical Artificial Intelligence","raw_type":"journal-article"},"type":"review","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/A5020893566","display_name":"Zeynab Mottaghinia","orcid":"https://orcid.org/0000-0003-4440-6937"},"institutions":[{"id":"https://openalex.org/I41832843","display_name":"University of Tabriz","ror":"https://ror.org/01papkj44","country_code":"IR","type":"education","lineage":["https://openalex.org/I41832843"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Zeynab Mottaghinia","raw_affiliation_strings":["Faculty of Electrical and Computer Engineering,University of Tabriz, Tabriz, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electrical and Computer Engineering,University of Tabriz, Tabriz, Iran","institution_ids":["https://openalex.org/I41832843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056445813","display_name":"Mohammad\u2010Reza Feizi\u2010Derakhshi","orcid":"https://orcid.org/0000-0002-8548-976X"},"institutions":[{"id":"https://openalex.org/I41832843","display_name":"University of Tabriz","ror":"https://ror.org/01papkj44","country_code":"IR","type":"education","lineage":["https://openalex.org/I41832843"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mohammad-Reza Feizi-Derakhshi","raw_affiliation_strings":["Faculty of Electrical and Computer Engineering,University of Tabriz, Tabriz, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electrical and Computer Engineering,University of Tabriz, Tabriz, Iran","institution_ids":["https://openalex.org/I41832843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067813745","display_name":"Leili Farzinvash","orcid":"https://orcid.org/0000-0002-2369-9833"},"institutions":[{"id":"https://openalex.org/I41832843","display_name":"University of Tabriz","ror":"https://ror.org/01papkj44","country_code":"IR","type":"education","lineage":["https://openalex.org/I41832843"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Leili Farzinvash","raw_affiliation_strings":["Faculty of Electrical and Computer Engineering,University of Tabriz, Tabriz, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electrical and Computer Engineering,University of Tabriz, Tabriz, Iran","institution_ids":["https://openalex.org/I41832843"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081500332","display_name":"Pedram Salehpour","orcid":"https://orcid.org/0000-0002-1300-7848"},"institutions":[{"id":"https://openalex.org/I41832843","display_name":"University of Tabriz","ror":"https://ror.org/01papkj44","country_code":"IR","type":"education","lineage":["https://openalex.org/I41832843"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Pedram Salehpour","raw_affiliation_strings":["Faculty of Electrical and Computer Engineering,University of Tabriz, Tabriz, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electrical and Computer Engineering,University of Tabriz, Tabriz, Iran","institution_ids":["https://openalex.org/I41832843"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5020893566"],"corresponding_institution_ids":["https://openalex.org/I41832843"],"apc_list":null,"apc_paid":null,"fwci":2.8559,"has_fulltext":false,"cited_by_count":38,"citation_normalized_percentile":{"value":0.92518476,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"33","issue":"5","first_page":"747","last_page":"773"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9983999729156494,"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":0.9983999729156494,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9983000159263611,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9980999827384949,"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":0.8866043090820312},{"id":"https://openalex.org/keywords/microblogging","display_name":"Microblogging","score":0.788750171661377},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.7425119876861572},{"id":"https://openalex.org/keywords/word-embedding","display_name":"Word embedding","score":0.6577271223068237},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6492602825164795},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.5557456016540527},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.5255471467971802},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.4982631206512451},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.48765885829925537},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.39951807260513306},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3839462399482727},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3216252028942108}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8866043090820312},{"id":"https://openalex.org/C143275388","wikidata":"https://www.wikidata.org/wiki/Q92438","display_name":"Microblogging","level":3,"score":0.788750171661377},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7425119876861572},{"id":"https://openalex.org/C2777462759","wikidata":"https://www.wikidata.org/wiki/Q18395344","display_name":"Word embedding","level":3,"score":0.6577271223068237},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6492602825164795},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.5557456016540527},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.5255471467971802},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.4982631206512451},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.48765885829925537},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.39951807260513306},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3839462399482727},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3216252028942108},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/0952813x.2020.1785019","is_oa":false,"landing_page_url":"https://doi.org/10.1080/0952813x.2020.1785019","pdf_url":null,"source":{"id":"https://openalex.org/S153467142","display_name":"Journal of Experimental & Theoretical Artificial Intelligence","issn_l":"0952-813X","issn":["0952-813X","1362-3079"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Experimental &amp; Theoretical Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":115,"referenced_works":["https://openalex.org/W560073597","https://openalex.org/W1496393218","https://openalex.org/W1503729935","https://openalex.org/W1519039476","https://openalex.org/W1521478692","https://openalex.org/W1563088657","https://openalex.org/W1714665356","https://openalex.org/W1732828232","https://openalex.org/W1794961931","https://openalex.org/W1833977909","https://openalex.org/W1851672339","https://openalex.org/W1854214752","https://openalex.org/W1866050955","https://openalex.org/W1880262756","https://openalex.org/W1964090097","https://openalex.org/W1972567154","https://openalex.org/W1973897992","https://openalex.org/W1974288322","https://openalex.org/W1974548136","https://openalex.org/W1983012012","https://openalex.org/W1985469252","https://openalex.org/W1987680958","https://openalex.org/W1989894105","https://openalex.org/W1995672491","https://openalex.org/W1998224037","https://openalex.org/W1999093264","https://openalex.org/W2001474264","https://openalex.org/W2001653897","https://openalex.org/W2015186536","https://openalex.org/W2016053056","https://openalex.org/W2018218137","https://openalex.org/W2020360881","https://openalex.org/W2023260175","https://openalex.org/W2026295973","https://openalex.org/W2037311676","https://openalex.org/W2037450062","https://openalex.org/W2046210419","https://openalex.org/W2047298125","https://openalex.org/W2048101063","https://openalex.org/W2053968437","https://openalex.org/W2058028960","https://openalex.org/W2068979301","https://openalex.org/W2085487226","https://openalex.org/W2087946919","https://openalex.org/W2094043862","https://openalex.org/W2096110600","https://openalex.org/W2096765155","https://openalex.org/W2097089247","https://openalex.org/W2101196063","https://openalex.org/W2105724942","https://openalex.org/W2106393550","https://openalex.org/W2117130368","https://openalex.org/W2124499489","https://openalex.org/W2124649153","https://openalex.org/W2128521126","https://openalex.org/W2135909747","https://openalex.org/W2137256672","https://openalex.org/W2137268161","https://openalex.org/W2137349054","https://openalex.org/W2141807666","https://openalex.org/W2145131124","https://openalex.org/W2147717514","https://openalex.org/W2157082059","https://openalex.org/W2160654919","https://openalex.org/W2161552072","https://openalex.org/W2164107060","https://openalex.org/W2165232124","https://openalex.org/W2178725228","https://openalex.org/W2179548002","https://openalex.org/W2187303655","https://openalex.org/W2204944726","https://openalex.org/W2250539671","https://openalex.org/W2252193042","https://openalex.org/W2266473706","https://openalex.org/W2319660501","https://openalex.org/W2325227998","https://openalex.org/W2337150356","https://openalex.org/W2404243041","https://openalex.org/W2509065397","https://openalex.org/W2520925521","https://openalex.org/W2528222195","https://openalex.org/W2532357529","https://openalex.org/W2552338999","https://openalex.org/W2557700421","https://openalex.org/W2585709024","https://openalex.org/W2612708909","https://openalex.org/W2740144340","https://openalex.org/W2768921697","https://openalex.org/W2789429023","https://openalex.org/W2789641683","https://openalex.org/W2789643644","https://openalex.org/W2793955938","https://openalex.org/W2841402245","https://openalex.org/W2882319491","https://openalex.org/W2884606492","https://openalex.org/W2890047409","https://openalex.org/W2896457183","https://openalex.org/W2901347737","https://openalex.org/W2907303408","https://openalex.org/W2908173863","https://openalex.org/W2912961521","https://openalex.org/W2950577311","https://openalex.org/W2962739339","https://openalex.org/W2964250510","https://openalex.org/W3098357269","https://openalex.org/W3161192096","https://openalex.org/W4213221013","https://openalex.org/W4234917632","https://openalex.org/W4241122026","https://openalex.org/W4242509210","https://openalex.org/W4244238212","https://openalex.org/W4251519141","https://openalex.org/W4294170691","https://openalex.org/W4300359982","https://openalex.org/W4303105513"],"related_works":["https://openalex.org/W4288407670","https://openalex.org/W2950396480","https://openalex.org/W947140380","https://openalex.org/W2911655849","https://openalex.org/W4286432911","https://openalex.org/W4230884544","https://openalex.org/W4245453790","https://openalex.org/W3194985222","https://openalex.org/W3216571906","https://openalex.org/W4214830338"],"abstract_inverted_index":{"Online":[0],"social":[1],"media":[2],"such":[3],"as":[4],"Twitter":[5,11,50],"are":[6,62],"growing":[7],"so":[8],"rapidly.":[9],"Recently,":[10],"has":[12],"become":[13],"one":[14],"of":[15,26,36,44,89,102],"the":[16,21,47,58,73,128],"popular":[17],"microblogging":[18],"services":[19],"on":[20,71],"Internet.":[22],"It":[23],"lets":[24],"millions":[25],"users":[27],"to":[28,38,86,99],"communicate":[29],"and":[30,120],"interact":[31],"by":[32],"sending":[33],"short":[34],"messages":[35],"up":[37],"140":[39],"characters.":[40],"The":[41,65],"massive":[42],"amount":[43],"information":[45],"over":[46],"web":[48],"from":[49],"requires":[51],"an":[52],"automatic":[53],"tool":[54],"that":[55,60],"can":[56],"determine":[57],"topics":[59,75,88],"people":[61],"talking":[63],"about.":[64],"Topic":[66],"Detection":[67],"task":[68],"is":[69],"concentrated":[70],"discovering":[72],"main":[74],"automatically.":[76],"In":[77],"this":[78],"article":[79],"at":[80],"first,":[81],"we":[82,92,125],"explore":[83],"different":[84],"approaches":[85,98,130],"detect":[87],"tweets.":[90],"Then,":[91],"will":[93,126],"classify":[94],"these":[95],"topic":[96],"detection":[97],"four":[100],"classes":[101],"categories,":[103],"including":[104],"with":[105],"word":[106,110],"embedding":[107],"or":[108,113,117,122],"without":[109],"embedding,":[111],"speci\ufb01ed":[112],"unspeci\ufb01ed,":[114],"offline":[115],"(RED)":[116],"online":[118],"(NED),":[119],"supervised":[121],"unsupervised.":[123],"Finally,":[124],"discuss":[127],"studied":[129],"in":[131],"detail.":[132]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}
