{"id":"https://openalex.org/W4401014689","doi":"https://doi.org/10.1080/1206212x.2024.2380655","title":"A comprehensive study on social networks analysis and mining to detect opinion leaders","display_name":"A comprehensive study on social networks analysis and mining to detect opinion leaders","publication_year":2024,"publication_date":"2024-07-26","ids":{"openalex":"https://openalex.org/W4401014689","doi":"https://doi.org/10.1080/1206212x.2024.2380655"},"language":"en","primary_location":{"id":"doi:10.1080/1206212x.2024.2380655","doi":"https://doi.org/10.1080/1206212x.2024.2380655","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1080/1206212x.2024.2380655","pdf_url":null,"source":{"id":"https://openalex.org/S87797848","display_name":"International Journal of Computers and Applications","issn_l":"1206-212X","issn":["1206-212X","1925-7074"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1","poland-20","russia-white-list-2"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computers and Applications","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5053659011","display_name":"Wided Oueslati","orcid":"https://orcid.org/0000-0002-2298-6718","observed_orcids":["https://orcid.org/0000-0002-2298-6718"]},"institutions":[{"id":"https://openalex.org/I83259278","display_name":"Manouba University","ror":"https://ror.org/0503ejf32","country_code":"TN","type":"education","lineage":["https://openalex.org/I83259278"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Wided Oueslati","raw_affiliation_strings":["Ecole Sup\u00e9rieure de Commerce de Tunis, BESTMOD Laboratory, Univesit\u00e9 de la Manouba, Tunisia"],"raw_orcid":"https://orcid.org/0000-0002-2298-6718","affiliations":[{"raw_affiliation_string":"Ecole Sup\u00e9rieure de Commerce de Tunis, BESTMOD Laboratory, Univesit\u00e9 de la Manouba, Tunisia","institution_ids":["https://openalex.org/I83259278"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071497815","display_name":"Siwar Mejri","orcid":"https://orcid.org/0009-0009-0062-4984","observed_orcids":["https://orcid.org/0009-0009-0062-4984"]},"institutions":[{"id":"https://openalex.org/I4210140729","display_name":"Institut Sup\u00e9rieur de Gestion de Tunis","ror":"https://ror.org/04w9mdw91","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496","https://openalex.org/I4210140729"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Siwar Mejri","raw_affiliation_strings":["Institut Sup\u00e9rieur de Gestion de Tunis, SMART Laboratory, Le Bardo, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut Sup\u00e9rieur de Gestion de Tunis, SMART Laboratory, Le Bardo, Tunisia","institution_ids":["https://openalex.org/I4210140729"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050082020","display_name":"Jalel Akaichi","orcid":"https://orcid.org/0000-0001-8849-8664","observed_orcids":["https://orcid.org/0000-0001-8849-8664"]},"institutions":[{"id":"https://openalex.org/I4210136004","display_name":"University of Bisha","ror":"https://ror.org/040548g92","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210136004"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Jalel Akaichi","raw_affiliation_strings":["BESTMOD Laboratory, Le Bardo, Tunisia","Bisha University, Bisha, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BESTMOD Laboratory, Le Bardo, Tunisia","institution_ids":[]},{"raw_affiliation_string":"Bisha University, Bisha, Saudi Arabia","institution_ids":["https://openalex.org/I4210136004"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5053659011"],"corresponding_institution_ids":["https://openalex.org/I83259278"],"apc_list":null,"apc_paid":null,"fwci":0.5906,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.57877192,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":"46","issue":"8","first_page":"641","last_page":"650"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.7250999808311462,"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":0.7250999808311462,"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/T10609","display_name":"Digital Marketing and Social Media","score":0.08299999684095383,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14435","display_name":"Information Retrieval and Data Mining","score":0.048900000751018524,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/influential-users","display_name":"influential users","score":0.7260000109672546},{"id":"https://openalex.org/keywords/social-networks","display_name":"social networks","score":0.9279999732971191},{"id":"https://openalex.org/keywords/social-media-influence","display_name":"social media influence","score":0.49900001287460327},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"sentiment analysis","score":0.703000009059906},{"id":"https://openalex.org/keywords/marketing-strategy","display_name":"marketing strategy","score":0.5460000038146973}],"concepts":[{"id":"https://openalex.org/C139268390","wikidata":"https://www.wikidata.org/wiki/Q1850904","display_name":"Opinion leadership","level":2,"score":0.759201169013977},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6504303812980652},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6011294722557068},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5209797024726868},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.5067995190620422},{"id":"https://openalex.org/C63882131","wikidata":"https://www.wikidata.org/wiki/Q17122954","display_name":"Strengths and weaknesses","level":2,"score":0.46082791686058044},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4334900379180908},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.42165204882621765},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.40840187668800354},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39581018686294556},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.35342755913734436},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.23357558250427246},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.13386404514312744},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1299208402633667},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11796998977661133},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/1206212x.2024.2380655","doi":"https://doi.org/10.1080/1206212x.2024.2380655","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1080/1206212x.2024.2380655","pdf_url":null,"source":{"id":"https://openalex.org/S87797848","display_name":"International Journal of Computers and Applications","issn_l":"1206-212X","issn":["1206-212X","1925-7074"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1","poland-20","russia-white-list-2"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computers and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1977326384","https://openalex.org/W1993313254","https://openalex.org/W1998753427","https://openalex.org/W2047190409","https://openalex.org/W2051500139","https://openalex.org/W2061820396","https://openalex.org/W2085225888","https://openalex.org/W2108278206","https://openalex.org/W2140986872","https://openalex.org/W2141403143","https://openalex.org/W2406826025","https://openalex.org/W2411562388","https://openalex.org/W2464079214","https://openalex.org/W2566945439","https://openalex.org/W2572991303","https://openalex.org/W2589874615","https://openalex.org/W2601269931","https://openalex.org/W2612628297","https://openalex.org/W2617447208","https://openalex.org/W2732467058","https://openalex.org/W2788404627","https://openalex.org/W2807374657","https://openalex.org/W2886322674","https://openalex.org/W2954058846","https://openalex.org/W3035528655","https://openalex.org/W3136032213","https://openalex.org/W3196324893","https://openalex.org/W4221047790","https://openalex.org/W4235656270","https://openalex.org/W4241469273","https://openalex.org/W4250685322","https://openalex.org/W4388145498"],"related_works":["https://openalex.org/W7201848673","https://openalex.org/W2531918497","https://openalex.org/W2886322674","https://openalex.org/W2617447208","https://openalex.org/W4288754641","https://openalex.org/W4409187363","https://openalex.org/W4307192838","https://openalex.org/W2808789992","https://openalex.org/W4240437278","https://openalex.org/W2612628297"],"abstract_inverted_index":{"In":[0],"today's":[1],"society,":[2],"social":[3,53,98,180],"networks":[4,54],"are":[5],"vital":[6],"for":[7,96,130,158],"communication,":[8],"allowing":[9],"individuals":[10],"to":[11,34,44,61,90,116,123,164],"influence":[12],"each":[13],"other":[14],"significantly.":[15],"Opinion":[16],"leaders":[17,51,129],"play":[18],"a":[19,63,73,142],"crucial":[20],"role":[21],"in":[22,52,82,109,155],"shaping":[23],"opinions,":[24],"attitudes,":[25],"beliefs,":[26],"motivations,":[27],"and":[28,79,88,106,133,152,173],"behaviors.":[29],"Recognizing":[30],"this,":[31],"companies":[32,118],"seek":[33],"identify":[35,91],"influential":[36],"users":[37],"who":[38],"resonate":[39],"with":[40,119],"their":[41,46,86],"target":[42],"audience":[43],"leverage":[45],"impact.":[47],"Consequently,":[48],"detecting":[49],"opinion":[50,68,110,128,170],"has":[55],"become":[56],"essential.":[57],"This":[58],"paper":[59,139],"aims":[60],"provide":[62],"comprehensive":[64],"literature":[65,157],"review":[66],"on":[67],"leader":[69,111,171],"detection.":[70,112],"We":[71],"present":[72],"detailed":[74],"overview":[75],"of":[76,127,149,168,179],"various":[77],"methods":[78],"approaches":[80],"developed":[81],"this":[83,138],"field,":[84],"examining":[85],"strengths":[87],"weaknesses":[89],"the":[92,120,125,146,150,156,166,176],"most":[93],"effective":[94,169],"strategies":[95],"different":[97],"networks.":[99,181],"Additionally,":[100],"we":[101,162],"highlight":[102],"key":[103],"trends,":[104],"challenges,":[105],"future":[107,159],"directions":[108],"Our":[113],"goal":[114],"is":[115],"equip":[117],"necessary":[121],"knowledge":[122],"harness":[124],"power":[126],"enhancing":[131],"marketing":[132],"communication":[134],"strategies.":[135],"For":[136],"researchers,":[137],"serves":[140],"as":[141],"foundational":[143],"resource,":[144],"outlining":[145],"current":[147],"state":[148],"art":[151],"identifying":[153],"gaps":[154],"studies.":[160],"Ultimately,":[161],"strive":[163],"advance":[165],"understanding":[167],"detection":[172],"utilization":[174],"within":[175],"dynamic":[177],"landscape":[178]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2024-07-27T00:00:00"}
