{"id":"https://openalex.org/W2805289586","doi":"https://doi.org/10.1145/3209281.3209313","title":"Analysis and visualization of subjectivity and polarity of Twitter location data","display_name":"Analysis and visualization of subjectivity and polarity of Twitter location data","publication_year":2018,"publication_date":"2018-05-30","ids":{"openalex":"https://openalex.org/W2805289586","doi":"https://doi.org/10.1145/3209281.3209313","mag":"2805289586"},"language":"en","primary_location":{"id":"doi:10.1145/3209281.3209313","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3209281.3209313","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th Annual International Conference on Digital Government Research: Governance in the Data Age","raw_type":"proceedings-article"},"type":"conference-paper","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/A5075685641","display_name":"Ussama Yaqub","orcid":"https://orcid.org/0000-0002-8452-2089"},"institutions":[{"id":"https://openalex.org/I4210096112","display_name":"Rutgers Sexual and Reproductive Health and Rights","ror":"https://ror.org/00rcvgx40","country_code":"NL","type":"other","lineage":["https://openalex.org/I4210096112"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Ussama Yaqub","raw_affiliation_strings":["Rutgers Business School"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rutgers Business School","institution_ids":["https://openalex.org/I4210096112"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011522828","display_name":"Nitesh Sharma","orcid":"https://orcid.org/0000-0002-6228-0488"},"institutions":[{"id":"https://openalex.org/I4210096112","display_name":"Rutgers Sexual and Reproductive Health and Rights","ror":"https://ror.org/00rcvgx40","country_code":"NL","type":"other","lineage":["https://openalex.org/I4210096112"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Nitesh Sharma","raw_affiliation_strings":["Rutgers Business School"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rutgers Business School","institution_ids":["https://openalex.org/I4210096112"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076140661","display_name":"Rachit Pabreja","orcid":null},"institutions":[{"id":"https://openalex.org/I4210096112","display_name":"Rutgers Sexual and Reproductive Health and Rights","ror":"https://ror.org/00rcvgx40","country_code":"NL","type":"other","lineage":["https://openalex.org/I4210096112"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Rachit Pabreja","raw_affiliation_strings":["Rutgers Business School"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rutgers Business School","institution_ids":["https://openalex.org/I4210096112"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036705478","display_name":"Soon Ae Chun","orcid":null},"institutions":[{"id":"https://openalex.org/I174216632","display_name":"City University of New York","ror":"https://ror.org/00453a208","country_code":"US","type":"education","lineage":["https://openalex.org/I174216632"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Soon Ae Chun","raw_affiliation_strings":["City University of New York"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"City University of New York","institution_ids":["https://openalex.org/I174216632"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084845728","display_name":"Vijayalakshmi Atluri","orcid":"https://orcid.org/0000-0003-2068-780X"},"institutions":[{"id":"https://openalex.org/I4210096112","display_name":"Rutgers Sexual and Reproductive Health and Rights","ror":"https://ror.org/00rcvgx40","country_code":"NL","type":"other","lineage":["https://openalex.org/I4210096112"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Vijayalakshmi Atluri","raw_affiliation_strings":["Rutgers Business School"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rutgers Business School","institution_ids":["https://openalex.org/I4210096112"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034878799","display_name":"Jaideep Vaidya","orcid":"https://orcid.org/0000-0002-7420-6947"},"institutions":[{"id":"https://openalex.org/I4210096112","display_name":"Rutgers Sexual and Reproductive Health and Rights","ror":"https://ror.org/00rcvgx40","country_code":"NL","type":"other","lineage":["https://openalex.org/I4210096112"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Jaideep Vaidya","raw_affiliation_strings":["Rutgers Business School"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rutgers Business School","institution_ids":["https://openalex.org/I4210096112"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":39,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10557","display_name":"Social Media and Politics","score":0.9983999729156494,"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"}},"topics":[{"id":"https://openalex.org/T10557","display_name":"Social Media and Politics","score":0.9983999729156494,"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"}},{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9976999759674072,"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":0.9973000288009644,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7358638048171997},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6745338439941406},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.6585193872451782},{"id":"https://openalex.org/keywords/polarity","display_name":"Polarity (international relations)","score":0.5941065549850464},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5743712186813354},{"id":"https://openalex.org/keywords/plot","display_name":"Plot (graphics)","score":0.5123332738876343},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.4963412880897522},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.48486003279685974},{"id":"https://openalex.org/keywords/subjectivity","display_name":"Subjectivity","score":0.45627254247665405},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4406556487083435},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.42258399724960327},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.35342735052108765},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.303503155708313},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16121330857276917}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7358638048171997},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6745338439941406},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.6585193872451782},{"id":"https://openalex.org/C2777361361","wikidata":"https://www.wikidata.org/wiki/Q1112585","display_name":"Polarity (international relations)","level":3,"score":0.5941065549850464},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5743712186813354},{"id":"https://openalex.org/C167651023","wikidata":"https://www.wikidata.org/wiki/Q1474611","display_name":"Plot (graphics)","level":2,"score":0.5123332738876343},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.4963412880897522},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.48486003279685974},{"id":"https://openalex.org/C202889954","wikidata":"https://www.wikidata.org/wiki/Q1139554","display_name":"Subjectivity","level":2,"score":0.45627254247665405},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4406556487083435},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.42258399724960327},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.35342735052108765},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.303503155708313},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16121330857276917},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C1491633281","wikidata":"https://www.wikidata.org/wiki/Q7868","display_name":"Cell","level":2,"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3209281.3209313","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3209281.3209313","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th Annual International Conference on Digital Government Research: Governance in the Data Age","raw_type":"proceedings-article"},{"id":"pmh:oai:alma.01RUT_INST:11663384810004646","is_oa":false,"landing_page_url":"https://scholarship.libraries.rutgers.edu/esploro/outputs/conferenceProceeding/Analysis-and-visualization-of-subjectivity-and/991031654023504646","pdf_url":null,"source":{"id":"https://openalex.org/S4210197018","display_name":"View","issn_l":"2688-268X","issn":["2688-268X","2688-3988"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference Proceedings"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W153654188","https://openalex.org/W1462139170","https://openalex.org/W1590495275","https://openalex.org/W1908686216","https://openalex.org/W1953503995","https://openalex.org/W2015186536","https://openalex.org/W2024614582","https://openalex.org/W2032461866","https://openalex.org/W2035316056","https://openalex.org/W2039897348","https://openalex.org/W2050285573","https://openalex.org/W2067767241","https://openalex.org/W2071580474","https://openalex.org/W2072715695","https://openalex.org/W2079373549","https://openalex.org/W2086037720","https://openalex.org/W2093588201","https://openalex.org/W2103615125","https://openalex.org/W2104144355","https://openalex.org/W2105247391","https://openalex.org/W2108775494","https://openalex.org/W2121071887","https://openalex.org/W2122369144","https://openalex.org/W2129185571","https://openalex.org/W2133341045","https://openalex.org/W2136322238","https://openalex.org/W2146418468","https://openalex.org/W2212154270","https://openalex.org/W2259382824","https://openalex.org/W2338548345","https://openalex.org/W2540795244","https://openalex.org/W2619555203","https://openalex.org/W2769000698","https://openalex.org/W2949731435","https://openalex.org/W3125866593","https://openalex.org/W4387556195"],"related_works":["https://openalex.org/W2392615731","https://openalex.org/W2380604072","https://openalex.org/W2376320687","https://openalex.org/W4383890670","https://openalex.org/W4256356876","https://openalex.org/W2394235543","https://openalex.org/W2373226572","https://openalex.org/W2343691239","https://openalex.org/W2912039559","https://openalex.org/W1984947604"],"abstract_inverted_index":{"Increased":[0],"use":[1,48],"of":[2,8,19,32,36,49,57,73,102,109,122,135,153,157,179],"Twitter":[3,50,86,103,123,154],"by":[4,125],"a":[5,144,169,182],"large":[6],"number":[7],"users":[9],"has":[10,54,81],"resulted":[11],"in":[12,16,29,46,59,84,150],"an":[13],"unprecedented":[14],"growth":[15],"the":[17,47,98,107,110,127,151,158],"generation":[18],"user":[20,37,136],"created":[21],"data.":[22,88],"This":[23,89],"data":[24,104,124,161,178],"is":[25],"now":[26],"being":[27],"analyzed":[28],"various":[30],"areas":[31],"research":[33,80,115,188],"including":[34],"that":[35],"sentiment":[38,70,137],"and":[39,71,100,138,163,190],"behavior":[40,139],"analysis":[41,121,162],"during":[42],"general":[43],"elections.":[44],"Rise":[45],"for":[51,131,171],"electoral":[52],"campaigning":[53],"increased":[55],"interest":[56],"researchers":[58],"this":[60,114,196],"area.":[61],"However":[62],"while":[63],"studies":[64,97],"have":[65],"utilized":[66],"factors":[67],"such":[68],"as":[69,181],"frequency":[72],"tweets":[74],"to":[75,165,185,191],"evaluate":[76],"candidate":[77],"favorability,":[78],"little":[79],"been":[82],"conducted":[83],"analyzing":[85],"location":[87,108,128],"paper":[90],"makes":[91],"two":[92],"major":[93],"contributions.":[94],"First,":[95],"it":[96],"subjectivity":[99],"polarity":[101],"based":[105],"on":[106,168],"tweets.":[111],"Findings":[112],"from":[113],"will":[116],"enable":[117,149],"further":[118],"fine":[119],"grained":[120],"using":[126],"variable,":[129],"allowing":[130],"more":[132],"accurate":[133],"results":[134,194],"analysis.":[140],"Second,":[141],"we":[142],"present":[143],"web-based":[145,197],"system":[146],"which":[147],"can":[148],"collection":[152],"data,":[155],"extraction":[156],"location,":[159],"perform":[160],"then":[164],"plot":[166],"them":[167],"maps":[170],"visualization.":[172],"We":[173],"employ":[174],"US":[175],"presidential":[176],"election":[177],"2016":[180],"case":[183],"study":[184],"test":[186],"our":[187,193],"questions":[189],"demonstrate":[192],"utilizing":[195],"system.":[198]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
