{"id":"https://openalex.org/W3134258215","doi":"https://doi.org/10.1007/s13278-021-00728-0","title":"National happiness index monitoring using Twitter for bilanguages","display_name":"National happiness index monitoring using Twitter for bilanguages","publication_year":2021,"publication_date":"2021-02-26","ids":{"openalex":"https://openalex.org/W3134258215","doi":"https://doi.org/10.1007/s13278-021-00728-0","mag":"3134258215"},"language":"en","primary_location":{"id":"doi:10.1007/s13278-021-00728-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13278-021-00728-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13278-021-00728-0.pdf","source":{"id":"https://openalex.org/S2764891196","display_name":"Social Network Analysis and Mining","issn_l":"1869-5450","issn":["1869-5450","1869-5469"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Social Network Analysis and Mining","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s13278-021-00728-0.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100401482","display_name":"Di Wang","orcid":"https://orcid.org/0000-0003-4908-0243"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]},{"id":"https://openalex.org/I4210141355","display_name":"EBTIC","ror":"https://ror.org/050mver74","country_code":"AE","type":"other","lineage":["https://openalex.org/I4210141355"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"Di Wang","raw_affiliation_strings":["EBTIC, Khalifa University, Abu Dhabi, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EBTIC, Khalifa University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375","https://openalex.org/I4210141355"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110287206","display_name":"Ahmad Alrubaie","orcid":null},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]},{"id":"https://openalex.org/I4210141355","display_name":"EBTIC","ror":"https://ror.org/050mver74","country_code":"AE","type":"other","lineage":["https://openalex.org/I4210141355"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Ahmad Al-Rubaie","raw_affiliation_strings":["EBTIC, Khalifa University, Abu Dhabi, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EBTIC, Khalifa University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375","https://openalex.org/I4210141355"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082113952","display_name":"Benjamin Hirsch","orcid":"https://orcid.org/0000-0003-3893-1591"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]},{"id":"https://openalex.org/I4210141355","display_name":"EBTIC","ror":"https://ror.org/050mver74","country_code":"AE","type":"other","lineage":["https://openalex.org/I4210141355"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Benjamin Hirsch","raw_affiliation_strings":["EBTIC, Khalifa University, Abu Dhabi, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EBTIC, Khalifa University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375","https://openalex.org/I4210141355"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049805732","display_name":"Gregory Cameron Pole","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gregory Cameron Pole","raw_affiliation_strings":["Federal Competitiveness and Statistics Authority, Dubai, UAE","Statistic Centre Abu Dhabi, Abu Dhabi, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal Competitiveness and Statistics Authority, Dubai, UAE","institution_ids":[]},{"raw_affiliation_string":"Statistic Centre Abu Dhabi, Abu Dhabi, UAE","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100401482"],"corresponding_institution_ids":["https://openalex.org/I176601375","https://openalex.org/I4210141355"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":2.7983,"has_fulltext":true,"cited_by_count":21,"citation_normalized_percentile":{"value":0.91870879,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"11","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9998999834060669,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9998999834060669,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9959999918937683,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9936000108718872,"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/sentiment-analysis","display_name":"Sentiment analysis","score":0.8051642179489136},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.7731565237045288},{"id":"https://openalex.org/keywords/latent-dirichlet-allocation","display_name":"Latent Dirichlet allocation","score":0.7131343483924866},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6890414357185364},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5538305044174194},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4653208255767822},{"id":"https://openalex.org/keywords/vocabulary","display_name":"Vocabulary","score":0.4596014618873596},{"id":"https://openalex.org/keywords/index","display_name":"Index (typography)","score":0.4585459232330322},{"id":"https://openalex.org/keywords/topic-model","display_name":"Topic model","score":0.4373144507408142},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.41600337624549866},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.41407260298728943},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3257834017276764},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.32210230827331543},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.08838590979576111}],"concepts":[{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.8051642179489136},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7731565237045288},{"id":"https://openalex.org/C500882744","wikidata":"https://www.wikidata.org/wiki/Q269236","display_name":"Latent Dirichlet allocation","level":3,"score":0.7131343483924866},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6890414357185364},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5538305044174194},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4653208255767822},{"id":"https://openalex.org/C2777601683","wikidata":"https://www.wikidata.org/wiki/Q6499736","display_name":"Vocabulary","level":2,"score":0.4596014618873596},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.4585459232330322},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.4373144507408142},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.41600337624549866},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.41407260298728943},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3257834017276764},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.32210230827331543},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.08838590979576111},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13278-021-00728-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13278-021-00728-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13278-021-00728-0.pdf","source":{"id":"https://openalex.org/S2764891196","display_name":"Social Network Analysis and Mining","issn_l":"1869-5450","issn":["1869-5450","1869-5469"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Social Network Analysis and Mining","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s13278-021-00728-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13278-021-00728-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13278-021-00728-0.pdf","source":{"id":"https://openalex.org/S2764891196","display_name":"Social Network Analysis and Mining","issn_l":"1869-5450","issn":["1869-5450","1869-5469"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Social Network Analysis and Mining","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.5699999928474426,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3134258215.pdf","grobid_xml":"https://content.openalex.org/works/W3134258215.grobid-xml"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W1880262756","https://openalex.org/W1975428268","https://openalex.org/W1979432867","https://openalex.org/W2006724638","https://openalex.org/W2026724722","https://openalex.org/W2029053829","https://openalex.org/W2062913298","https://openalex.org/W2078309899","https://openalex.org/W2091420895","https://openalex.org/W2262929809","https://openalex.org/W2287044641","https://openalex.org/W2291000931","https://openalex.org/W2292978603","https://openalex.org/W2294363208","https://openalex.org/W2294668030","https://openalex.org/W2326709869","https://openalex.org/W2340205943","https://openalex.org/W2392063577","https://openalex.org/W2410553363","https://openalex.org/W2464821035","https://openalex.org/W2509661335","https://openalex.org/W2510315408","https://openalex.org/W2512317583","https://openalex.org/W2515313226","https://openalex.org/W2547080381","https://openalex.org/W2550706273","https://openalex.org/W2554028040","https://openalex.org/W2558388832","https://openalex.org/W2562617836","https://openalex.org/W2565436997","https://openalex.org/W2565640548","https://openalex.org/W2575143348","https://openalex.org/W2584783213","https://openalex.org/W2587898581","https://openalex.org/W2590061102","https://openalex.org/W2594000919","https://openalex.org/W2594056497","https://openalex.org/W2752201871","https://openalex.org/W2767603490","https://openalex.org/W2773764778","https://openalex.org/W2810665353","https://openalex.org/W2963341956","https://openalex.org/W2979826702","https://openalex.org/W3098824823","https://openalex.org/W4247144487"],"related_works":["https://openalex.org/W2769501189","https://openalex.org/W4315588616","https://openalex.org/W4312773271","https://openalex.org/W2888805565","https://openalex.org/W2962686197","https://openalex.org/W2207653751","https://openalex.org/W3005513013","https://openalex.org/W2611137333","https://openalex.org/W4317422773","https://openalex.org/W2122605835"],"abstract_inverted_index":{"Abstract":[0],"Nowadays,":[1],"social":[2,52,100,146],"media":[3,101,147],"have":[4],"become":[5],"one":[6],"of":[7,12,21,43,61,71,110,115],"the":[8,26,56,59,62,91,98,108,127,197],"most":[9],"important":[10],"methods":[11],"communication":[13],"that":[14,188],"provide":[15],"a":[16,30,41,67,137,145],"real-time":[17],"and":[18,35,87,126,154,173,200],"rich":[19],"source":[20],"information,":[22,113],"including":[23],"sentiments.":[24],"Understanding":[25],"population":[27,141],"sentiment":[28,49,74,93,142,184,194,208],"is":[29,64,103],"key":[31],"goal":[32],"for":[33,81,129,139,183,193,206],"organisations":[34],"governments.":[36],"In":[37],"recent":[38],"years,":[39],"quite":[40],"lot":[42],"research":[44],"has":[45],"been":[46],"done":[47,105],"on":[48,66],"analysis":[50,75,195],"from":[51,79,144],"media.":[53],"However,":[54],"all":[55],"work":[57],"in":[58,118,165,175,210],"state":[60],"art":[63],"focused":[65],"specific":[68],"pre-defined":[69],"subset":[70],"tweets,":[72],"e.g.":[73],"via":[76],"keywords":[77],"search":[78],"tweets":[80,120],"relevant":[82],"brands,":[83],"products,":[84],"services,":[85],"events":[86],"so":[88],"forth.":[89],"Monitoring":[90],"general":[92,119,140],"at":[94],"national":[95,207],"level":[96],"through":[97,150],"whole":[99],"stream":[102,148],"not":[104],"due":[106],"to":[107],"challenges":[109],"filtering":[111],"sentiment-irrelevant":[112],"diversity":[114],"vocabulary":[116],"usage":[117],"across":[121],"topics":[122],"causing":[123],"low":[124],"accuracy":[125],"need":[128],"bilingual":[130],"or":[131],"multilingual":[132],"models.":[133],"This":[134],"paper":[135],"proposes":[136],"system":[138,205],"monitoring":[143,209],"(Twitter),":[149],"comprehensive":[151],"multi-level":[152],"filters,":[153],"our":[155,189,203],"proposed":[156,190,204],"improved":[157,191],"latent":[158],"Dirichlet":[159],"allocation":[160],"(LDA)":[161],"(Wang":[162],"et":[163],"al.":[164],"ACM":[166],"Trans":[167],"Internet":[168],"Technol":[169],"18(1):1\u201323,":[170],"2017;":[171],"Wang":[172],"Al-Rubaie":[174],"Appl":[176],"Soft":[177],"Comput":[178],"33:250\u2013262,":[179],"2015;":[180],"https://patents.google.com/patent/US20170293597A1/en)":[181],"method":[182],"classification.":[185],"Experiments":[186],"show":[187],"LDA":[192],"yields":[196],"best":[198],"results,":[199],"also":[201],"validate":[202],"Abu":[211],"Dhabi":[212],"using":[213],"twitter.":[214]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":4}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}