{"id":"https://openalex.org/W1985856540","doi":"https://doi.org/10.1145/2619112.2619115","title":"On the Correlation Between Textual Content and Geospatial Locations in Microblogs","display_name":"On the Correlation Between Textual Content and Geospatial Locations in Microblogs","publication_year":2014,"publication_date":"2014-06-22","ids":{"openalex":"https://openalex.org/W1985856540","doi":"https://doi.org/10.1145/2619112.2619115","mag":"1985856540"},"language":"en","primary_location":{"id":"doi:10.1145/2619112.2619115","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2619112.2619115","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of Workshop on Managing and Mining Enriched Geo-Spatial Data","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/A5089913322","display_name":"Irena Grabovitch-Zuyev","orcid":null},"institutions":[{"id":"https://openalex.org/I174306211","display_name":"Technion \u2013 Israel Institute of Technology","ror":"https://ror.org/03qryx823","country_code":"IL","type":"education","lineage":["https://openalex.org/I174306211"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Irena Grabovitch-Zuyev","raw_affiliation_strings":["Technion -- Israel Institute of Technology, Haifa, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technion -- Israel Institute of Technology, Haifa, Israel","institution_ids":["https://openalex.org/I174306211"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003221932","display_name":"Yaron Kanza","orcid":"https://orcid.org/0000-0001-6056-595X"},"institutions":[{"id":"https://openalex.org/I174306211","display_name":"Technion \u2013 Israel Institute of Technology","ror":"https://ror.org/03qryx823","country_code":"IL","type":"education","lineage":["https://openalex.org/I174306211"]},{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]},{"id":"https://openalex.org/I4210149000","display_name":"Jacobs Institute","ror":"https://ror.org/04c00sd86","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210149000"]}],"countries":["IL","US"],"is_corresponding":false,"raw_author_name":"Yaron Kanza","raw_affiliation_strings":["Jacobs Technion-Cornell Innovation Institute, New York, USA","Jacobs Technion-Cornell Innovation Institute, New York, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jacobs Technion-Cornell Innovation Institute, New York, USA","institution_ids":["https://openalex.org/I4210149000","https://openalex.org/I205783295"]},{"raw_affiliation_string":"Jacobs Technion-Cornell Innovation Institute, New York, USA#TAB#","institution_ids":["https://openalex.org/I174306211","https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083826124","display_name":"Elad Kravi","orcid":null},"institutions":[{"id":"https://openalex.org/I174306211","display_name":"Technion \u2013 Israel Institute of Technology","ror":"https://ror.org/03qryx823","country_code":"IL","type":"education","lineage":["https://openalex.org/I174306211"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Elad Kravi","raw_affiliation_strings":["Technion -- Israel Institute of Technology, Haifa, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technion -- Israel Institute of Technology, Haifa, Israel","institution_ids":["https://openalex.org/I174306211"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034642436","display_name":"Barak Pat","orcid":null},"institutions":[{"id":"https://openalex.org/I174306211","display_name":"Technion \u2013 Israel Institute of Technology","ror":"https://ror.org/03qryx823","country_code":"IL","type":"education","lineage":["https://openalex.org/I174306211"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Barak Pat","raw_affiliation_strings":["Technion -- Israel Institute of Technology, Haifa, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technion -- Israel Institute of Technology, Haifa, Israel","institution_ids":["https://openalex.org/I174306211"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"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/T10757","display_name":"Geographic Information Systems Studies","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9979000091552734,"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/T11106","display_name":"Data Management and Algorithms","score":0.9951000213623047,"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/geospatial-analysis","display_name":"Geospatial analysis","score":0.8033180236816406},{"id":"https://openalex.org/keywords/microblogging","display_name":"Microblogging","score":0.7659913897514343},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6797197461128235},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6442644596099854},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6323670744895935},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5734789371490479},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5573058724403381},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.505770206451416},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.5026609897613525},{"id":"https://openalex.org/keywords/content","display_name":"Content (measure theory)","score":0.4713052213191986},{"id":"https://openalex.org/keywords/publication","display_name":"Publication","score":0.4672747850418091},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.43263334035873413},{"id":"https://openalex.org/keywords/user-generated-content","display_name":"User-generated content","score":0.4291863739490509},{"id":"https://openalex.org/keywords/geospatial-metadata","display_name":"Geospatial metadata","score":0.41370266675949097},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.410757452249527},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.263788640499115},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.2114461064338684},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1412406861782074},{"id":"https://openalex.org/keywords/advertising","display_name":"Advertising","score":0.1197400689125061},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10918188095092773},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.07887700200080872}],"concepts":[{"id":"https://openalex.org/C9770341","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geospatial analysis","level":2,"score":0.8033180236816406},{"id":"https://openalex.org/C143275388","wikidata":"https://www.wikidata.org/wiki/Q92438","display_name":"Microblogging","level":3,"score":0.7659913897514343},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6797197461128235},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6442644596099854},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6323670744895935},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5734789371490479},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5573058724403381},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.505770206451416},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.5026609897613525},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.4713052213191986},{"id":"https://openalex.org/C41458344","wikidata":"https://www.wikidata.org/wiki/Q732577","display_name":"Publication","level":2,"score":0.4672747850418091},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.43263334035873413},{"id":"https://openalex.org/C101293273","wikidata":"https://www.wikidata.org/wiki/Q579716","display_name":"User-generated content","level":3,"score":0.4291863739490509},{"id":"https://openalex.org/C193150823","wikidata":"https://www.wikidata.org/wiki/Q1477538","display_name":"Geospatial metadata","level":5,"score":0.41370266675949097},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.410757452249527},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.263788640499115},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2114461064338684},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1412406861782074},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.1197400689125061},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10918188095092773},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.07887700200080872},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C136976847","wikidata":"https://www.wikidata.org/wiki/Q6822297","display_name":"Meta Data Services","level":4,"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/C153048206","wikidata":"https://www.wikidata.org/wiki/Q3454922","display_name":"Metadata repository","level":3,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2619112.2619115","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2619112.2619115","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of Workshop on Managing and Mining Enriched Geo-Spatial Data","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.4399999976158142}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W94947298","https://openalex.org/W165616942","https://openalex.org/W1516801063","https://openalex.org/W1553682320","https://openalex.org/W1602506470","https://openalex.org/W1617266124","https://openalex.org/W1624912640","https://openalex.org/W1660390307","https://openalex.org/W1661536979","https://openalex.org/W1833217318","https://openalex.org/W1968194983","https://openalex.org/W1972489181","https://openalex.org/W1974468811","https://openalex.org/W1989750313","https://openalex.org/W1998032016","https://openalex.org/W2010048443","https://openalex.org/W2020360881","https://openalex.org/W2040313277","https://openalex.org/W2045526969","https://openalex.org/W2046100136","https://openalex.org/W2054560962","https://openalex.org/W2069557380","https://openalex.org/W2078483536","https://openalex.org/W2078821348","https://openalex.org/W2081605170","https://openalex.org/W2090334959","https://openalex.org/W2098162425","https://openalex.org/W2123171175","https://openalex.org/W2124499489","https://openalex.org/W2129211744","https://openalex.org/W2130951113","https://openalex.org/W2149510050","https://openalex.org/W2151967815","https://openalex.org/W4252684946","https://openalex.org/W6637101025","https://openalex.org/W6674809819"],"related_works":["https://openalex.org/W2357597986","https://openalex.org/W2389827836","https://openalex.org/W2083932745","https://openalex.org/W2390300598","https://openalex.org/W1982408565","https://openalex.org/W2368107790","https://openalex.org/W2367150931","https://openalex.org/W2387071087","https://openalex.org/W4299609937","https://openalex.org/W2371269901"],"abstract_inverted_index":{"Microblogs":[0],"allow":[1],"users":[2,76,173],"to":[3,10,35,55,114,135],"publish":[4],"geo-tagged":[5],"posts---short":[6],"textual":[7,42,95,102,140,158,187],"messages":[8,87,99],"assigned":[9],"a":[11,65,110,124],"geographic":[12],"location.":[13],"Users":[14],"send":[15,86,98],"posts":[16,45,71,105,176],"from":[17,80,88,93],"places":[18],"they":[19,160],"visit":[20],"and":[21,28,40,49,72,142,157,165],"discuss":[22],"an":[23],"idiosyncratic":[24],"mixture":[25],"of":[26,44,70,116,120,172],"personal":[27],"general":[29],"topics.":[30],"Thus,":[31],"it":[32],"is":[33,64,152],"reasonable":[34],"assume":[36],"that":[37,115,126,149,179],"the":[38,41,52,60,68,81,94,137,186],"locations":[39,69,144,156,182],"content":[43,108,141],"will":[46,50],"be":[47],"unique":[48],"identify":[51],"posting":[53],"user,":[54],"some":[56,153],"extent.":[57],"This":[58],"raises":[59],"question":[61],"whether":[62],"there":[63,151],"correlation":[66,138,154],"between":[67,139,155],"their":[73,175],"content.":[74],"Are":[75],"who":[77,85],"are":[78],"similar":[79,92,101,107,113],"geospatial":[82,143],"perspective":[83,96],"(i.e.,":[84,97],"nearby":[89],"locations)":[90],"also":[91],"with":[100,106],"content)?":[103],"Do":[104],"have":[109],"spatial":[111],"distribution":[112],"any":[117],"random":[118],"set":[119],"posts?":[121],"We":[122,131,147],"present":[123],"study":[125],"focuses":[127],"on":[128],"these":[129,167],"questions.":[130],"provide":[132,161],"statistical":[133],"tests":[134],"examine":[136],"in":[145],"tweets.":[146],"show":[148],"although":[150],"content,":[159,188],"different":[162],"similarity":[163],"measures,":[164],"combining":[166],"two":[168],"properties":[169],"for":[170,189],"identification":[171],"by":[174],"outperforms":[177],"methods":[178],"merely":[180],"use":[181,185],"or":[183],"only":[184],"identification.":[190]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":8},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
