{"id":"https://openalex.org/W2898020484","doi":"https://doi.org/10.1142/s2529737618500193","title":"Automatic analysis of microblogging data to aid in emergency management","display_name":"Automatic analysis of microblogging data to aid in emergency management","publication_year":2018,"publication_date":"2018-10-11","ids":{"openalex":"https://openalex.org/W2898020484","doi":"https://doi.org/10.1142/s2529737618500193","mag":"2898020484"},"language":"en","primary_location":{"id":"doi:10.1142/s2529737618500193","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s2529737618500193","pdf_url":null,"source":{"id":"https://openalex.org/S4210216749","display_name":"Encyclopedia with Semantic Computing and Robotic Intelligence","issn_l":"2529-7376","issn":["2529-7376","2529-7392"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Encyclopedia with Semantic Computing and Robotic Intelligence","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/A5111957273","display_name":"Sukanya Manna","orcid":null},"institutions":[{"id":"https://openalex.org/I16269868","display_name":"Santa Clara University","ror":"https://ror.org/03ypqe447","country_code":"US","type":"education","lineage":["https://openalex.org/I16269868"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sukanya Manna","raw_affiliation_strings":["Department of Mathematics and Computer Science, Santa Clara University, Santa Clara, CA 95053, USA"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, Santa Clara University, Santa Clara, CA 95053, USA","institution_ids":["https://openalex.org/I16269868"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5111957273"],"corresponding_institution_ids":["https://openalex.org/I16269868"],"apc_list":null,"apc_paid":null,"fwci":0.3927,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.71947876,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"02","issue":"02","first_page":"1850019","last_page":"1850019"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.9909999966621399,"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":0.9854999780654907,"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/microblogging","display_name":"Microblogging","score":0.8568459749221802},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.7650371789932251},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7382531762123108},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6291804909706116},{"id":"https://openalex.org/keywords/emergency-management","display_name":"Emergency management","score":0.5990488529205322},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5884896516799927},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.45279204845428467},{"id":"https://openalex.org/keywords/plot","display_name":"Plot (graphics)","score":0.4391731917858124},{"id":"https://openalex.org/keywords/crisis-management","display_name":"Crisis management","score":0.42430388927459717},{"id":"https://openalex.org/keywords/exploratory-data-analysis","display_name":"Exploratory data analysis","score":0.41541358828544617},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.33058810234069824},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.25805842876434326}],"concepts":[{"id":"https://openalex.org/C143275388","wikidata":"https://www.wikidata.org/wiki/Q92438","display_name":"Microblogging","level":3,"score":0.8568459749221802},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7650371789932251},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7382531762123108},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6291804909706116},{"id":"https://openalex.org/C62555980","wikidata":"https://www.wikidata.org/wiki/Q1460420","display_name":"Emergency management","level":2,"score":0.5990488529205322},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5884896516799927},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.45279204845428467},{"id":"https://openalex.org/C167651023","wikidata":"https://www.wikidata.org/wiki/Q1474611","display_name":"Plot (graphics)","level":2,"score":0.4391731917858124},{"id":"https://openalex.org/C2780851881","wikidata":"https://www.wikidata.org/wiki/Q1141276","display_name":"Crisis management","level":2,"score":0.42430388927459717},{"id":"https://openalex.org/C120894424","wikidata":"https://www.wikidata.org/wiki/Q1322871","display_name":"Exploratory data analysis","level":2,"score":0.41541358828544617},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.33058810234069824},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.25805842876434326},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s2529737618500193","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s2529737618500193","pdf_url":null,"source":{"id":"https://openalex.org/S4210216749","display_name":"Encyclopedia with Semantic Computing and Robotic Intelligence","issn_l":"2529-7376","issn":["2529-7376","2529-7392"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Encyclopedia with Semantic Computing and Robotic Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1507434893","https://openalex.org/W1593015955","https://openalex.org/W1661536979","https://openalex.org/W1880262756","https://openalex.org/W1937356215","https://openalex.org/W2020278455","https://openalex.org/W2032115636","https://openalex.org/W2041565863","https://openalex.org/W2101234009","https://openalex.org/W2118020653","https://openalex.org/W2123402141","https://openalex.org/W2149684865","https://openalex.org/W2155194165","https://openalex.org/W2238545866"],"related_works":["https://openalex.org/W2053241453","https://openalex.org/W2275433313","https://openalex.org/W2978974359","https://openalex.org/W1805578373","https://openalex.org/W2728430307","https://openalex.org/W2036556872","https://openalex.org/W2294826400","https://openalex.org/W629388792","https://openalex.org/W2374540688","https://openalex.org/W1483655505"],"abstract_inverted_index":{"Microblogging":[0],"platforms":[1,27],"like":[2],"Twitter,":[3,157],"in":[4,87,107,202],"the":[5,12,165,192],"recent":[6],"years,":[7],"have":[8,28],"become":[9,29],"one":[10],"of":[11,15,21,50,58,67,78,100,103,118,126,180],"important":[13],"sources":[14],"information":[16,63],"for":[17,35,91,182],"a":[18,24,47,55,84,178,203],"wide":[19],"spectrum":[20],"users.":[22],"As":[23],"result,":[25],"these":[26,81],"great":[30],"resources":[31],"to":[32,44,60,105,153,163,198],"provide":[33],"support":[34],"emergency":[36,92],"management.":[37,93],"During":[38],"any":[39],"crisis,":[40],"it":[41,113],"is":[42],"necessary":[43],"sieve":[45],"through":[46],"huge":[48],"amount":[49],"social":[51],"media":[52],"texts":[53,82,151],"within":[54],"short":[56,136,139,150],"span":[57],"time":[59],"extract":[61],"meaningful":[62],"from":[64,80,156,188,195],"them.":[65],"Extraction":[66],"emergency-specific":[68],"information,":[69],"such":[70,109],"as":[71,140],"topic":[72,127],"keywords":[73],"or":[74,76],"landmarks":[75],"geo-locations":[77,187],"sites,":[79],"plays":[83],"significant":[85],"role":[86],"building":[88],"an":[89,110,145],"application":[90],"This":[94],"paper":[95],"thus":[96],"highlights":[97],"different":[98,161,172,186],"aspects":[99],"automatic":[101],"analysis":[102,148],"tweets":[104,120,189],"help":[106],"developing":[108],"application.":[111],"Hence,":[112],"focuses":[114],"on:":[115],"(1)":[116],"identification":[117],"crisis-related":[119,173],"using":[121],"machine":[122],"learning,":[123],"(2)":[124],"exploration":[125],"model":[128],"implementations":[129],"and":[130,143,158,167,171,175,184,190],"looking":[131,159],"at":[132,160],"its":[133],"effectiveness":[134],"on":[135,149],"messages":[137],"(as":[138],"140":[141],"characters);":[142],"performing":[144],"exploratory":[146],"data":[147,197],"related":[152],"crises":[154],"collected":[155],"visualizations":[162],"understand":[164],"commonality":[166],"differences":[168],"between":[169],"topics":[170],"data,":[174],"(3)":[176],"providing":[177],"proof":[179],"concept":[181],"identifying":[183],"retrieving":[185],"extracting":[191],"GPS":[193],"coordinates":[194],"this":[196],"approximately":[199],"plot":[200],"them":[201],"map.":[204]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}