{"id":"https://openalex.org/W2893685411","doi":"https://doi.org/10.1108/el-05-2017-0120","title":"Analysing the features of negative sentiment tweets","display_name":"Analysing the features of negative sentiment tweets","publication_year":2018,"publication_date":"2018-09-25","ids":{"openalex":"https://openalex.org/W2893685411","doi":"https://doi.org/10.1108/el-05-2017-0120","mag":"2893685411"},"language":"en","primary_location":{"id":"doi:10.1108/el-05-2017-0120","is_oa":false,"landing_page_url":"https://doi.org/10.1108/el-05-2017-0120","pdf_url":null,"source":{"id":"https://openalex.org/S902750600","display_name":"The Electronic Library","issn_l":"0264-0473","issn":["0264-0473","1758-616X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Electronic Library","raw_type":"journal-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/A5100668643","display_name":"Zhang Ling","orcid":"https://orcid.org/0000-0002-4454-5569"},"institutions":[{"id":"https://openalex.org/I43922553","display_name":"Wuhan University of Science and Technology","ror":"https://ror.org/00e4hrk88","country_code":"CN","type":"education","lineage":["https://openalex.org/I43922553"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ling Zhang","raw_affiliation_strings":["Department of Management, Wuhan University of Science and Technology, Wuhan, Hubei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Management, Wuhan University of Science and Technology, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I43922553"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100654382","display_name":"Wei Dong","orcid":"https://orcid.org/0000-0002-9636-9608"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Dong","raw_affiliation_strings":["Department of Education, Tianjin University, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Education, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009064531","display_name":"Xiangming Mu","orcid":"https://orcid.org/0000-0002-5770-6114"},"institutions":[{"id":"https://openalex.org/I43579087","display_name":"University of Wisconsin\u2013Milwaukee","ror":"https://ror.org/031q21x57","country_code":"US","type":"education","lineage":["https://openalex.org/I43579087"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiangming Mu","raw_affiliation_strings":["Department of Information Studies, University of Wisconsin-Milwaukee, Milwaukee, Wisconsin, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Studies, University of Wisconsin-Milwaukee, Milwaukee, Wisconsin, USA","institution_ids":["https://openalex.org/I43579087"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1827,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.84615385,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"36","issue":"5","first_page":"782","last_page":"799"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9973000288009644,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9954000115394592,"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/sentiment-analysis","display_name":"Sentiment analysis","score":0.7608513236045837},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6756021976470947},{"id":"https://openalex.org/keywords/zipfs-law","display_name":"Zipf's law","score":0.5997726917266846},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.569418728351593},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.5270212888717651},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.49915122985839844},{"id":"https://openalex.org/keywords/originality","display_name":"Originality","score":0.4829220473766327},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.469165176153183},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4239892065525055},{"id":"https://openalex.org/keywords/microblogging","display_name":"Microblogging","score":0.41697120666503906},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39690864086151123},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.21075567603111267},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.20788809657096863},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.13806310296058655},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13387766480445862},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11822769045829773},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.1085297167301178}],"concepts":[{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.7608513236045837},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6756021976470947},{"id":"https://openalex.org/C125932096","wikidata":"https://www.wikidata.org/wiki/Q205472","display_name":"Zipf's law","level":2,"score":0.5997726917266846},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.569418728351593},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.5270212888717651},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.49915122985839844},{"id":"https://openalex.org/C2776950860","wikidata":"https://www.wikidata.org/wiki/Q2914681","display_name":"Originality","level":3,"score":0.4829220473766327},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.469165176153183},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4239892065525055},{"id":"https://openalex.org/C143275388","wikidata":"https://www.wikidata.org/wiki/Q92438","display_name":"Microblogging","level":3,"score":0.41697120666503906},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39690864086151123},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.21075567603111267},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.20788809657096863},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.13806310296058655},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13387766480445862},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11822769045829773},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.1085297167301178},{"id":"https://openalex.org/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/el-05-2017-0120","is_oa":false,"landing_page_url":"https://doi.org/10.1108/el-05-2017-0120","pdf_url":null,"source":{"id":"https://openalex.org/S902750600","display_name":"The Electronic Library","issn_l":"0264-0473","issn":["0264-0473","1758-616X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Electronic Library","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.46000000834465027,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W40549020","https://openalex.org/W155754185","https://openalex.org/W832361413","https://openalex.org/W860849146","https://openalex.org/W987543657","https://openalex.org/W1536516100","https://openalex.org/W1729960912","https://openalex.org/W1754293075","https://openalex.org/W1967807490","https://openalex.org/W1971302895","https://openalex.org/W1979432867","https://openalex.org/W1979459060","https://openalex.org/W1991224572","https://openalex.org/W2017342403","https://openalex.org/W2032013140","https://openalex.org/W2034120077","https://openalex.org/W2046677541","https://openalex.org/W2062913298","https://openalex.org/W2075456404","https://openalex.org/W2115023510","https://openalex.org/W2124156373","https://openalex.org/W2128279859","https://openalex.org/W2133952599","https://openalex.org/W2140173168","https://openalex.org/W2141063789","https://openalex.org/W2149537132","https://openalex.org/W2153848201","https://openalex.org/W2160250477","https://openalex.org/W2160660844","https://openalex.org/W2163302275","https://openalex.org/W2166706824","https://openalex.org/W2174152349","https://openalex.org/W2329395632","https://openalex.org/W2413123608","https://openalex.org/W2487464272","https://openalex.org/W2617029790","https://openalex.org/W2950879740","https://openalex.org/W2951278869","https://openalex.org/W4231856373","https://openalex.org/W6845764203","https://openalex.org/W7024756882"],"related_works":["https://openalex.org/W2593155302","https://openalex.org/W2041415459","https://openalex.org/W2072812638","https://openalex.org/W3126095231","https://openalex.org/W3123832408","https://openalex.org/W2352855287","https://openalex.org/W2137719806","https://openalex.org/W2378906650","https://openalex.org/W2384288445","https://openalex.org/W1540611520"],"abstract_inverted_index":{"Purpose":[0],"This":[1,42,112,225],"paper":[2,21],"aims":[3],"to":[4,81,143,175,231,248],"address":[5],"the":[6,10,23,31,79,90,102,167,177,200,208,217,228],"challenge":[7],"of":[8,12,25,36,73,88,94,104,120,131,147,162,169,179,192,210,219],"analysing":[9,207],"features":[11,168,209],"negative":[13,45,53,67,74,85,95,98,105,121,132,164,170,194,201,211,215,220],"sentiment":[14,34,133],"tweets.":[15,122],"The":[16,125,160,186],"method":[17,197],"adopted":[18],"in":[19,38,155],"this":[20],"elucidates":[22],"classification":[24,196],"social":[26,238],"network":[27],"documents":[28],"and":[29,47,66,92,97,198],"paves":[30],"way":[32],"for":[33],"analysis":[35,161,241],"tweets":[37,46,57,134,180,202],"further":[39],"research.":[40],"Design/methodology/approach":[41],"study":[43,113],"classifies":[44,199],"analyses":[48],"their":[49],"features.":[50],"Findings":[51],"Through":[52],"tweet":[54],"content":[55],"analysis,":[56],"are":[58,136,141,223],"divided":[59],"into":[60,203,237],"ten":[61,204],"topics.":[62,205],"Many":[63],"related":[64,213],"words":[65,68,96,106,140,165],"were":[69],"found.":[70],"Some":[71],"indicators":[72],"word":[75,99],"use":[76],"could":[77],"reflect":[78],"degree":[80],"which":[82,149,172],"users":[83],"release":[84],"emotions:":[86],"part":[87],"speech,":[89],"density":[91,218],"frequency":[93],"distribution.":[100],"Furthermore,":[101],"distribution":[103],"obeys":[107],"Zipf\u2019s":[108],"law.":[109],"Research":[110],"limitations/implications":[111],"manually":[114],"analysed":[115],"only":[116],"a":[117,156,193],"small":[118],"sample":[119],"Practical":[123],"implications":[124],"research":[126,158,187],"explored":[127],"how":[128],"many":[129],"categories":[130],"there":[135],"on":[137],"Twitter.":[138],"Related":[139],"helpful":[142],"construct":[144],"an":[145,189],"ontology":[146],"tweets,":[148,171,212],"helps":[150],"people":[151],"with":[152],"information":[153],"retrieval":[154],"fixed":[157],"area.":[159],"extracted":[163],"determined":[166],"is":[173,227],"useful":[174],"detect":[176],"polarity":[178],"by":[181,242],"machine":[182],"learning":[183],"method.":[184],"Originality/value":[185],"provides":[188],"initial":[190],"exploration":[191],"document":[195],"By":[206],"words,":[214,216,221],"etc.":[222],"presented.":[224],"work":[226],"first":[229],"step":[230],"extend":[232],"Plutchik\u2019s":[233],"emotion":[234],"wheel":[235],"theory":[236],"media":[239],"data":[240],"constructing":[243],"filed":[244],"specific":[245],"thesauri,":[246],"referred":[247],"as":[249],"local":[250],"sentimental":[251],"thesauri.":[252]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}