{"id":"https://openalex.org/W3208602255","doi":"https://doi.org/10.2139/ssrn.3838687","title":"Opinion to Emotion Mining: A Sentiment Analysis towards Super Typhoon Ompong","display_name":"Opinion to Emotion Mining: A Sentiment Analysis towards Super Typhoon Ompong","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3208602255","doi":"https://doi.org/10.2139/ssrn.3838687","mag":"3208602255"},"language":"en","primary_location":{"id":"doi:10.2139/ssrn.3838687","doi":"https://doi.org/10.2139/ssrn.3838687","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.3838687","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.2139/ssrn.3838687","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010018203","display_name":"Albert Alcause Vinluan","orcid":"https://orcid.org/0009-0001-4570-1391","observed_orcids":["https://orcid.org/0009-0001-4570-1391"]},"institutions":[{"id":"https://openalex.org/I134037030","display_name":"University of the East","ror":"https://ror.org/03mjcd737","country_code":"PH","type":"education","lineage":["https://openalex.org/I134037030"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Albert Vinluan","raw_affiliation_strings":["University of the East, 2219 C.M Recto Avenue, manila, metro manila, Philippines","University of the East"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of the East, 2219 C.M Recto Avenue, manila, metro manila, Philippines","institution_ids":["https://openalex.org/I134037030"]},{"raw_affiliation_string":"University of the East","institution_ids":["https://openalex.org/I134037030"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082244854","display_name":"Mamerto T. GONEDA","orcid":"https://orcid.org/0000-0002-5850-4901","observed_orcids":["https://orcid.org/0000-0002-5850-4901"]},"institutions":[{"id":"https://openalex.org/I4210118924","display_name":"Department of Education","ror":"https://ror.org/029705428","country_code":"PH","type":"government","lineage":["https://openalex.org/I4210117550","https://openalex.org/I4210118924"]}],"countries":["PH"],"is_corresponding":true,"raw_author_name":"Mamerto Goneda","raw_affiliation_strings":["Lagro High School, Department of Education, Philippines, 949 FRANVILLE II AREA A. CAMARIN CALOOCAN CITY, manila, metro manila 1400, Philippines","Lagro High School, Department of Education, Philippines"],"raw_orcid":"https://orcid.org/0000-0002-5850-4901","affiliations":[{"raw_affiliation_string":"Lagro High School, Department of Education, Philippines, 949 FRANVILLE II AREA A. CAMARIN CALOOCAN CITY, manila, metro manila 1400, Philippines","institution_ids":["https://openalex.org/I4210118924"]},{"raw_affiliation_string":"Lagro High School, Department of Education, Philippines","institution_ids":["https://openalex.org/I4210118924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053829574","display_name":"Francis Arlando L. Atienza","orcid":"https://orcid.org/0000-0002-7350-3018","observed_orcids":["https://orcid.org/0000-0002-7350-3018"]},"institutions":[{"id":"https://openalex.org/I134037030","display_name":"University of the East","ror":"https://ror.org/03mjcd737","country_code":"PH","type":"education","lineage":["https://openalex.org/I134037030"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Francis Arlando L. Atienza","raw_affiliation_strings":["University of the East, 2219 C.M Recto Avenue, manila, metro manila, Philippines","University of the East"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of the East, 2219 C.M Recto Avenue, manila, metro manila, Philippines","institution_ids":["https://openalex.org/I134037030"]},{"raw_affiliation_string":"University of the East","institution_ids":["https://openalex.org/I134037030"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102939159","display_name":"John Paul P. Miranda","orcid":"https://orcid.org/0000-0003-2059-972X","observed_orcids":["https://orcid.org/0000-0003-2059-972X"]},"institutions":[{"id":"https://openalex.org/I134037030","display_name":"University of the East","ror":"https://ror.org/03mjcd737","country_code":"PH","type":"education","lineage":["https://openalex.org/I134037030"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"John Paul P. Miranda","raw_affiliation_strings":["University of the East, 2219 C.M Recto Avenue, manila, metro manila, Philippines","University of the East"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of the East, 2219 C.M Recto Avenue, manila, metro manila, Philippines","institution_ids":["https://openalex.org/I134037030"]},{"raw_affiliation_string":"University of the East","institution_ids":["https://openalex.org/I134037030"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048045356","display_name":"Rolando R. Fajardo","orcid":"https://orcid.org/0000-0003-3890-9423","observed_orcids":["https://orcid.org/0000-0003-3890-9423"]},"institutions":[{"id":"https://openalex.org/I134037030","display_name":"University of the East","ror":"https://ror.org/03mjcd737","country_code":"PH","type":"education","lineage":["https://openalex.org/I134037030"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Rolando R. Fajardo","raw_affiliation_strings":["University of the East, 2219 C.M Recto Avenue, manila, metro manila, Philippines","University of the East"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of the East, 2219 C.M Recto Avenue, manila, metro manila, Philippines","institution_ids":["https://openalex.org/I134037030"]},{"raw_affiliation_string":"University of the East","institution_ids":["https://openalex.org/I134037030"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055435430","display_name":"Dominic C. Cabauatan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I134037030","display_name":"University of the East","ror":"https://ror.org/03mjcd737","country_code":"PH","type":"education","lineage":["https://openalex.org/I134037030"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Dominic C. Cabauatan","raw_affiliation_strings":["University of the East, 2219 C.M Recto Avenue, manila, metro manila, Philippines","University of the East"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of the East, 2219 C.M Recto Avenue, manila, metro manila, Philippines","institution_ids":["https://openalex.org/I134037030"]},{"raw_affiliation_string":"University of the East","institution_ids":["https://openalex.org/I134037030"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5082244854"],"corresponding_institution_ids":["https://openalex.org/I4210118924"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"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":1.0,"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":1.0,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.0,"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/T11121","display_name":"Public Relations and Crisis Communication","score":0.0,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"sentiment analysis","score":0.9819999933242798},{"id":"https://openalex.org/keywords/emotion-analysis","display_name":"emotion analysis","score":0.9440000057220459},{"id":"https://openalex.org/keywords/twitter","display_name":"Twitter","score":0.7229999899864197},{"id":"https://openalex.org/keywords/social-media-reactions","display_name":"social media reactions","score":0.6909999847412109},{"id":"https://openalex.org/keywords/typhoon-landfall","display_name":"typhoon landfall","score":0.7559999823570251},{"id":"https://openalex.org/keywords/luzon","display_name":"Luzon","score":0.7250000238418579},{"id":"https://openalex.org/keywords/word-cloud-visualization","display_name":"word cloud visualization","score":0.6510000228881836}],"concepts":[{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.7860809564590454},{"id":"https://openalex.org/C181654704","wikidata":"https://www.wikidata.org/wiki/Q140588","display_name":"Typhoon","level":2,"score":0.7054030895233154},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.3833281397819519},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3798920512199402},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.2760504484176636},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.27105003595352173},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2638604938983917},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.21935498714447021}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.2139/ssrn.3838687","doi":"https://doi.org/10.2139/ssrn.3838687","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.3838687","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},{"id":"pmh:oai:journals.researchparks.org:article/1779","doi":null,"is_oa":true,"landing_page_url":"https://journals.researchparks.org/index.php/IJOT/article/view/1779","pdf_url":"https://journals.researchparks.org/index.php/IJOT/article/download/1779/1740","source":{"id":"https://openalex.org/S5407013075","display_name":"International Journal on Orange Technologies","issn_l":"2615-7071","issn":["2615-7071","2615-8140"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"10.31149/ijot.v3i5","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.2139/ssrn.3838687","doi":"https://doi.org/10.2139/ssrn.3838687","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.3838687","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3208602255.pdf","grobid_xml":"https://content.openalex.org/works/W3208602255.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4226033423","https://openalex.org/W7130958266","https://openalex.org/W3045970354","https://openalex.org/W2184126968","https://openalex.org/W4386309492","https://openalex.org/W2965407220","https://openalex.org/W3158533974","https://openalex.org/W7127334971","https://openalex.org/W2430045141","https://openalex.org/W3198876489"],"abstract_inverted_index":{"Twitter":[0],"as":[1],"one":[2],"of":[3,15,42,60,111,114],"the":[4,58,69,105,123,142,149,156,181,187],"microblogging":[5],"websites":[6],"has":[7,50,67],"gained":[8],"its":[9],"popularity":[10],"dues":[11],"to":[12,72,104,147,151,179],"ease":[13],"sharing":[14],"contents":[16],"in":[17,78,138],"various":[18],"forms,":[19],"which":[20],"include":[21],"text,":[22],"images,":[23],"and":[24,30,91,109,119,167,172,185,189],"links.":[25],"Social":[26],"media":[27,131],"users":[28],"post":[29,171],"share":[31],"real-time":[32,89],"messages":[33],"about":[34],"their":[35,45,120],"opinions":[36,92,113],"or":[37,98],"comments":[38],"on":[39,62,116,155,174],"a":[40,53,170,194],"variety":[41],"topics,":[43],"express":[44],"typhoon.":[46],"The":[47],"Supertyphoon":[48],"Ompong":[49],"been":[51,68,85],"considered":[52],"powerful":[54],"typhoon":[55,71,125,161],"that":[56,141],"struck":[57],"island":[59],"Luzon":[61,74],"September":[63],"15,":[64],"2018.":[65],"It":[66,136],"strongest":[70],"strike":[73],"since":[75],"Typhoon":[76],"Megi":[77],"2010.":[79],"With":[80],"this,":[81],"many":[82],"tweets":[83],"have":[84],"generated":[86,166],"expressing":[87],"people\u2019s":[88],"reactions":[90],"whether":[93],"it":[94,177],"is":[95,137],"positive,":[96],"negative,":[97],"neutral":[99],"regarding":[100],"this":[101,139,145],"phenomenon.":[102],"Owing":[103],"increasing":[106],"high":[107],"coverage":[108],"impact":[110],"Twitter,":[112],"people":[115],"some":[117],"issues":[118],"emotion":[121,152],"towards":[122,159],"super":[124,160],"ompong":[126,162],"were":[127,163],"shared":[128],"through":[129,169],"social":[130],"can":[132],"be":[133],"significantly":[134],"influenced.":[135],"context,":[140],"researchers":[143],"conducted":[144],"study":[146],"perform":[148,190],"opinion":[150],"mining":[153],"based":[154],"sentiment":[157],"analysis":[158],"data":[164,191],"was":[165],"collected":[168],"message":[173],"Twitter.":[175],"Specifically,":[176],"sought":[178],"determine":[180],"sentiments":[182],"before,":[183],"during,":[184],"after":[186],"landfall;":[188],"visualization":[192],"using":[193],"word":[195],"cloud.":[196]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-11-09T13:22:03.289127","created_date":"2021-11-08T00:00:00"}