{"id":"https://openalex.org/W1589856949","doi":null,"title":"Location Prediction of Twitter Users using Wikipedia","display_name":"Location Prediction of Twitter Users using Wikipedia","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W1589856949","mag":"1589856949"},"language":"en","primary_location":{"id":"pmh:oai:corescholar.libraries.wright.edu:knoesis-2238","doi":null,"is_oa":true,"landing_page_url":"https://corescholar.libraries.wright.edu/knoesis/862","pdf_url":"https://corescholar.libraries.wright.edu/cgi/viewcontent.cgi?article=2238&context=knoesis","source":{"id":"https://openalex.org/S4306400146","display_name":"CORE Scholar (Wright State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I19648265","host_organization_name":"Wright State University","host_organization_lineage":["https://openalex.org/I19648265"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Kno.e.sis Publications","raw_type":"text"},"volume":null,"type":"article","indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://corescholar.libraries.wright.edu/cgi/viewcontent.cgi?article=2238&context=knoesis","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Revathy Krishnamurthy","orcid":"https://orcid.org/0000-0003-2273-6847","observed_orcids":["https://orcid.org/0000-0003-2273-6847"]},"institutions":[{"id":"https://openalex.org/I19648265","display_name":"Wright State University","ror":"https://ror.org/04qk6pt94","country_code":"US","type":"education","lineage":["https://openalex.org/I19648265"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Revathy Krishnamurthy","raw_affiliation_strings":["Wright State University;"],"raw_orcid":"https://orcid.org/0000-0003-2273-6847","affiliations":[{"raw_affiliation_string":"Wright State University;","institution_ids":["https://openalex.org/I19648265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003720552","display_name":"Pavan Kapanipathi","orcid":"https://orcid.org/0000-0003-0494-3279","observed_orcids":["https://orcid.org/0000-0003-0494-3279"]},"institutions":[{"id":"https://openalex.org/I19648265","display_name":"Wright State University","ror":"https://ror.org/04qk6pt94","country_code":"US","type":"education","lineage":["https://openalex.org/I19648265"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pavan Kapanipathi","raw_affiliation_strings":["Wright State University;"],"raw_orcid":"https://orcid.org/0000-0003-0494-3279","affiliations":[{"raw_affiliation_string":"Wright State University;","institution_ids":["https://openalex.org/I19648265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028772801","display_name":"Amit Sheth","orcid":"https://orcid.org/0000-0002-0021-5293","observed_orcids":["https://orcid.org/0000-0002-0021-5293"]},"institutions":[{"id":"https://openalex.org/I19648265","display_name":"Wright State University","ror":"https://ror.org/04qk6pt94","country_code":"US","type":"education","lineage":["https://openalex.org/I19648265"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amit Sheth","raw_affiliation_strings":["Wright State University;"],"raw_orcid":"https://orcid.org/0000-0002-0021-5293","affiliations":[{"raw_affiliation_string":"Wright State University;","institution_ids":["https://openalex.org/I19648265"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060617658","display_name":"Krishnaprasad Thirunarayan","orcid":"https://orcid.org/0000-0002-7041-6963","observed_orcids":["https://orcid.org/0000-0002-7041-6963"]},"institutions":[{"id":"https://openalex.org/I19648265","display_name":"Wright State University","ror":"https://ror.org/04qk6pt94","country_code":"US","type":"education","lineage":["https://openalex.org/I19648265"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Krishnaprasad Thirunarayan","raw_affiliation_strings":["Wright State University;"],"raw_orcid":"https://orcid.org/0000-0002-7041-6963","affiliations":[{"raw_affiliation_string":"Wright State University;","institution_ids":["https://openalex.org/I19648265"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I19648265"],"apc_list":null,"apc_paid":null,"fwci":0.6684,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.80872019,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9038000106811523,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9038000106811523,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"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/T12380","display_name":"Authorship Attribution and Profiling","score":0.04270000010728836,"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/T11106","display_name":"Data Management and Algorithms","score":0.007300000172108412,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/location-prediction","display_name":"location prediction","score":0.7960000038146973},{"id":"https://openalex.org/keywords/twitter-users","display_name":"Twitter users","score":0.906000018119812},{"id":"https://openalex.org/keywords/wikipedia","display_name":"Wikipedia","score":0.609000027179718},{"id":"https://openalex.org/keywords/knowledge-based-approach","display_name":"knowledge-based approach","score":0.8119999766349792},{"id":"https://openalex.org/keywords/semantic-matching","display_name":"semantic matching","score":0.7369999885559082},{"id":"https://openalex.org/keywords/geotagged-tweets","display_name":"geo-tagged tweets","score":0.7450000047683716},{"id":"https://openalex.org/keywords/user-generated-content","display_name":"user-generated content","score":0.625},{"id":"https://openalex.org/keywords/social-media","display_name":"social media","score":0.6209999918937683}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.790515661239624},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.6569972634315491},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6297454833984375},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5608214139938354},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5005273818969727},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.4941850006580353},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4937356412410736},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.46618789434432983},{"id":"https://openalex.org/C101293273","wikidata":"https://www.wikidata.org/wiki/Q579716","display_name":"User-generated content","level":3,"score":0.4199081063270569},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4184311628341675},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3948614001274109},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37780115008354187},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11534613370895386},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"pmh:oai:corescholar.libraries.wright.edu:knoesis-2238","doi":null,"is_oa":true,"landing_page_url":"https://corescholar.libraries.wright.edu/knoesis/862","pdf_url":"https://corescholar.libraries.wright.edu/cgi/viewcontent.cgi?article=2238&context=knoesis","source":{"id":"https://openalex.org/S4306400146","display_name":"CORE Scholar (Wright State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I19648265","host_organization_name":"Wright State University","host_organization_lineage":["https://openalex.org/I19648265"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Kno.e.sis Publications","raw_type":"text"},{"id":"pmh:oai:scholarcommons.sc.edu:aii_fac_pub-1104","doi":null,"is_oa":true,"landing_page_url":"https://scholarcommons.sc.edu/aii_fac_pub/104","pdf_url":"https://corescholar.libraries.wright.edu/knoesis/862","source":{"id":"https://openalex.org/S4306401386","display_name":"Scholar Commons (University of South Carolina)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I155781252","host_organization_name":"University of South Carolina","host_organization_lineage":["https://openalex.org/I155781252"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Publications","raw_type":"text"},{"id":"pmh:oai:works.bepress.com:amit_sheth-1489","doi":null,"is_oa":true,"landing_page_url":"https://works.bepress.com/amit_sheth/490","pdf_url":"https://works.bepress.com/amit_sheth/490","source":{"id":"https://openalex.org/S2737205702","display_name":"Journal of Bioresource Management","issn_l":"2309-3854","issn":["2309-3854"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","erih-plus"],"host_organization":"https://openalex.org/P4310316536","host_organization_name":"Bioresource Research Center (BRC), Islamabad","host_organization_lineage":["https://openalex.org/P4310316536"],"host_organization_lineage_names":["Bioresource Research Center (BRC), Islamabad"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Amit P. Sheth","raw_type":"text"},{"id":"pmh:oai:works.bepress.com:tk_prasad-1073","doi":null,"is_oa":true,"landing_page_url":"https://works.bepress.com/tk_prasad/74","pdf_url":"https://works.bepress.com/tk_prasad/74","source":{"id":"https://openalex.org/S2737205702","display_name":"Journal of Bioresource Management","issn_l":"2309-3854","issn":["2309-3854"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","erih-plus"],"host_organization":"https://openalex.org/P4310316536","host_organization_name":"Bioresource Research Center (BRC), Islamabad","host_organization_lineage":["https://openalex.org/P4310316536"],"host_organization_lineage_names":["Bioresource Research Center (BRC), Islamabad"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Krishnaprasad Thirunarayan","raw_type":"text"},{"id":"mag:1589856949","doi":null,"is_oa":false,"landing_page_url":"https://corescholar.libraries.wright.edu/cgi/viewcontent.cgi?article=2238&context=knoesis","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:corescholar.libraries.wright.edu:knoesis-2238","doi":null,"is_oa":true,"landing_page_url":"https://corescholar.libraries.wright.edu/knoesis/862","pdf_url":"https://corescholar.libraries.wright.edu/cgi/viewcontent.cgi?article=2238&context=knoesis","source":{"id":"https://openalex.org/S4306400146","display_name":"CORE Scholar (Wright State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I19648265","host_organization_name":"Wright State University","host_organization_lineage":["https://openalex.org/I19648265"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Kno.e.sis Publications","raw_type":"text"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"score":0.5899999737739563,"display_name":"Quality education","id":"https://metadata.un.org/sdg/4"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1589856949.pdf","grobid_xml":"https://content.openalex.org/works/W1589856949.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W1533642089","https://openalex.org/W1593045043","https://openalex.org/W1970544520","https://openalex.org/W1971937094","https://openalex.org/W1976146430","https://openalex.org/W1979987551","https://openalex.org/W1989134410","https://openalex.org/W2007791237","https://openalex.org/W2018277822","https://openalex.org/W2020278455","https://openalex.org/W2022166150","https://openalex.org/W2057817918","https://openalex.org/W2059975159","https://openalex.org/W2088314245","https://openalex.org/W2091802992","https://openalex.org/W2104583100","https://openalex.org/W2109734180","https://openalex.org/W2120779048","https://openalex.org/W2123171175","https://openalex.org/W2133581916","https://openalex.org/W2135408592","https://openalex.org/W2140535046","https://openalex.org/W2142889507","https://openalex.org/W2153848201","https://openalex.org/W2156468487","https://openalex.org/W2162362997","https://openalex.org/W2341381586"],"related_works":["https://openalex.org/W2278395588","https://openalex.org/W6959545831","https://openalex.org/W2888988679","https://openalex.org/W2612301670","https://openalex.org/W2018277822","https://openalex.org/W2980282234","https://openalex.org/W2908841270","https://openalex.org/W2296740734","https://openalex.org/W338894975","https://openalex.org/W4284885762"],"abstract_inverted_index":{"The":[0,24,63],"mining":[1],"of":[2,26,48,60,68,104,121,140],"user":[3,130],"generated":[4],"content":[5],"in":[6,13,96,100,131,153,159],"social":[7],"media":[8],"has":[9],"proven":[10],"very":[11],"effective":[12],"domains":[14],"ranging":[15],"from":[16],"personalization":[17],"and":[18,35,54,65,124,155],"recommendation":[19],"systems":[20],"to":[21,39,44,107,112,166],"crisis":[22],"management.":[23],"knowledge":[25,82],"online":[27],"users":[28,50],"locations":[29],"makes":[30],"their":[31,40],"tweets":[32,69],"more":[33],"informative":[34],"adds":[36],"another":[37],"dimension":[38],"analysis.":[41],"Existing":[42],"approaches":[43],"predict":[45,135],"the":[46,101,118,125,129,136,141,160,167],"location":[47,139],"Twitter":[49],"are":[51],"purely":[52],"data-driven":[53],"require":[55,88],"large":[56],"training":[57,90],"data":[58],"sets":[59],"geo-tagged":[61],"tweets.":[62],"collection":[64],"modelling":[66],"process":[67],"can":[70],"be":[71],"time":[72],"intensive.":[73],"To":[74],"overcome":[75],"this":[76],"drawback,":[77],"we":[78,134,149],"propose":[79],"a":[80,113,122,144],"novel":[81],"based":[83],"approach":[84,93],"that":[85],"does":[86],"not":[87],"any":[89],"data.":[91],"Our":[92],"uses":[94],"information":[95],"Wikipedia,":[97],"about":[98],"cities":[99],"geographical":[102],"area":[103],"our":[105],"interest,":[106],"score":[108],"entities":[109,120,126],"most":[110,137],"relevant":[111],"city.":[114],"By":[115],"semantically":[116],"matching":[117],"scored":[119],"city":[123],"mentioned":[127],"by":[128],"his/her":[132],"tweets,":[133],"likely":[138],"user.":[142],"Using":[143],"publicly":[145],"available":[146],"benchmark":[147],"dataset,":[148],"achieve":[150],"3%":[151],"increase":[152],"accuracy":[154],"80":[156],"miles":[157],"drop":[158],"average":[161],"error":[162],"distance":[163],"with":[164],"respect":[165],"state-of-the-art":[168],"approaches.":[169]},"counts_by_year":[{"year":2020,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-10-27T15:51:10.671819","created_date":"2016-06-24T00:00:00"}