{"id":"https://openalex.org/W2955032745","doi":"https://doi.org/10.1145/3328529.3328545","title":"Assessing the Stability of Tweet Corpora for Hurricane Events Over Time","display_name":"Assessing the Stability of Tweet Corpora for Hurricane Events Over Time","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2955032745","doi":"https://doi.org/10.1145/3328529.3328545","mag":"2955032745"},"language":"en","primary_location":{"id":"doi:10.1145/3328529.3328545","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3328529.3328545","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3328529.3328545","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th International Conference on Social Media and Society","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3328529.3328545","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044984076","display_name":"Estella Z. Xin","orcid":null},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Estella Z. Xin","raw_affiliation_strings":["University of Texas at Austin, Department of Computer Science, Austin, TX U.S.A"],"affiliations":[{"raw_affiliation_string":"University of Texas at Austin, Department of Computer Science, Austin, TX U.S.A","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031969977","display_name":"Dhiraj Murthy","orcid":"https://orcid.org/0000-0001-9734-1124"},"institutions":[{"id":"https://openalex.org/I12138139","display_name":"Austin College","ror":"https://ror.org/052k56z27","country_code":"US","type":"education","lineage":["https://openalex.org/I12138139"]},{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dhiraj Murthy","raw_affiliation_strings":["University of Texas at Austin, Moody College of Communication, Austin, TX U.S.A"],"affiliations":[{"raw_affiliation_string":"University of Texas at Austin, Moody College of Communication, Austin, TX U.S.A","institution_ids":["https://openalex.org/I12138139","https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062736561","display_name":"Nandhini Lakuduva","orcid":null},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nandhini S. Lakuduva","raw_affiliation_strings":["University of Texas at Austin, Department of Computer Science, Austin, TX U.S.A"],"affiliations":[{"raw_affiliation_string":"University of Texas at Austin, Department of Computer Science, Austin, TX U.S.A","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050650331","display_name":"Keri K. Stephens","orcid":null},"institutions":[{"id":"https://openalex.org/I12138139","display_name":"Austin College","ror":"https://ror.org/052k56z27","country_code":"US","type":"education","lineage":["https://openalex.org/I12138139"]},{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Keri K. Stephens","raw_affiliation_strings":["University of Texas at Austin, Moody College of Communication, Austin, TX U.S.A"],"affiliations":[{"raw_affiliation_string":"University of Texas at Austin, Moody College of Communication, Austin, TX U.S.A","institution_ids":["https://openalex.org/I12138139","https://openalex.org/I86519309"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5044984076"],"corresponding_institution_ids":["https://openalex.org/I86519309"],"apc_list":null,"apc_paid":null,"fwci":0.3638,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.70598473,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"59","last_page":"66"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11121","display_name":"Public Relations and Crisis Communication","score":0.9896000027656555,"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/T11121","display_name":"Public Relations and Crisis Communication","score":0.9896000027656555,"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/T11483","display_name":"Tropical and Extratropical Cyclones Research","score":0.9254999756813049,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13910","display_name":"Computational and Text Analysis Methods","score":0.9038000106811523,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"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/computer-science","display_name":"Computer science","score":0.6031062006950378},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.5310856103897095},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1643504500389099}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6031062006950378},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.5310856103897095},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1643504500389099}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3328529.3328545","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3328529.3328545","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3328529.3328545","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th International Conference on Social Media and Society","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3328529.3328545","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3328529.3328545","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3328529.3328545","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th International Conference on Social Media and Society","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.7200000286102295,"display_name":"Climate action"}],"awards":[{"id":"https://openalex.org/G3933114365","display_name":null,"funder_award_id":"RAPID","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4824762907","display_name":null,"funder_award_id":"1760453","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320325536","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2955032745.pdf","grobid_xml":"https://content.openalex.org/works/W2955032745.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W168564468","https://openalex.org/W1967792166","https://openalex.org/W1987252308","https://openalex.org/W2004192095","https://openalex.org/W2038463256","https://openalex.org/W2084238990","https://openalex.org/W2092537995","https://openalex.org/W2108557656","https://openalex.org/W2163659824","https://openalex.org/W2186589590","https://openalex.org/W2250734828","https://openalex.org/W2300297719","https://openalex.org/W2406594196","https://openalex.org/W2493475353","https://openalex.org/W2579353374","https://openalex.org/W2800375675","https://openalex.org/W2909072963","https://openalex.org/W2928504903","https://openalex.org/W6750304902"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"When":[0],"natural":[1,111],"disasters":[2],"occur,":[3],"various":[4],"organizations":[5],"and":[6,17,41,145,158,168],"agencies":[7,160],"turn":[8],"to":[9,12,31,49,119],"social":[10,52,107],"media":[11,53,108],"understand":[13],"who":[14],"needs":[15],"help":[16,155],"how":[18],"they":[19],"have":[20,36],"been":[21],"affected.":[22],"The":[23],"purpose":[24],"of":[25,59,80,90,106,172],"this":[26],"study":[27],"is":[28,46,87,132],"twofold:":[29],"first,":[30],"evaluate":[32],"whether":[33,43],"hurricane-related":[34,93],"tweets":[35,165],"some":[37,88,141],"consistency":[38],"over":[39,96],"time,":[40],"second,":[42],"Twitter-derived":[44],"content":[45,95,163],"thematically":[47],"similar":[48],"other":[50],"private":[51,69],"data.":[54],"Through":[55],"a":[56,127,133],"unique":[57],"method":[58],"using":[60,123],"Twitter":[61],"data":[62,70,109],"gathered":[63],"from":[64,72],"six":[65],"different":[66],"hurricanes,":[67],"alongside":[68],"collected":[71],"qualitative":[73],"interviews":[74],"conducted":[75],"in":[76,147,164],"the":[77,170],"immediate":[78],"aftermath":[79],"Hurricane":[81],"Harvey,":[82],"we":[83,150],"hypothesize":[84],"that":[85,98,130],"there":[86,131],"level":[89],"stability":[91],"across":[92],"tweet":[94],"time":[97],"could":[99],"be":[100],"used":[101],"for":[102],"better":[103],"real-time":[104],"processing":[105],"during":[110],"disasters.":[112],"We":[113],"use":[114],"latent":[115],"Dirichlet":[116],"allocation":[117],"(LDA)":[118],"derive":[120],"topics,":[121],"and,":[122],"Hellinger":[124],"distance":[125],"as":[126],"metric,":[128],"find":[129],"detectable":[134],"connection":[135],"among":[136],"hurricane":[137],"topics.":[138],"By":[139],"uncovering":[140],"persistent":[142],"thematic":[143],"areas":[144],"topics":[146],"disaster-related":[148],"tweets,":[149],"hope":[151],"these":[152],"findings":[153],"can":[154],"first":[156],"responders":[157],"government":[159],"discover":[161],"urgent":[162],"more":[166],"quickly":[167],"reduce":[169],"amount":[171],"human":[173],"intervention":[174],"needed.":[175]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}