{"id":"https://openalex.org/W2811365419","doi":"https://doi.org/10.1109/uic-atc.2017.8397519","title":"Mining location information from users' spatio-temporal data","display_name":"Mining location information from users' spatio-temporal data","publication_year":2017,"publication_date":"2017-08-01","ids":{"openalex":"https://openalex.org/W2811365419","doi":"https://doi.org/10.1109/uic-atc.2017.8397519","mag":"2811365419"},"language":"en","primary_location":{"id":"doi:10.1109/uic-atc.2017.8397519","is_oa":false,"landing_page_url":"https://doi.org/10.1109/uic-atc.2017.8397519","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computed, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI)","raw_type":"proceedings-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/A5061633727","display_name":"Sage Jenson","orcid":null},"institutions":[{"id":"https://openalex.org/I70571728","display_name":"Oberlin College","ror":"https://ror.org/05ac26z88","country_code":"US","type":"education","lineage":["https://openalex.org/I70571728"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sage Jenson","raw_affiliation_strings":["Department of Computer Science & Department of Mathematics, Oberlin College"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Department of Mathematics, Oberlin College","institution_ids":["https://openalex.org/I70571728"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016790543","display_name":"Majerle Reeves","orcid":"https://orcid.org/0000-0002-2112-1712"},"institutions":[{"id":"https://openalex.org/I67328108","display_name":"California State University, Fresno","ror":"https://ror.org/03enmdz06","country_code":"US","type":"education","lineage":["https://openalex.org/I67328108"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Majerle Reeves","raw_affiliation_strings":["Department of Mechanical Engineering & Department of Mathematics, California State University, Fresno"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering & Department of Mathematics, California State University, Fresno","institution_ids":["https://openalex.org/I67328108"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090192350","display_name":"Marcello Tomasini","orcid":"https://orcid.org/0000-0002-4461-4691"},"institutions":[{"id":"https://openalex.org/I106959904","display_name":"Florida Institute of Technology","ror":"https://ror.org/04atsbb87","country_code":"US","type":"education","lineage":["https://openalex.org/I106959904"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marcello Tomasini","raw_affiliation_strings":["BioComplex Laboratory, Florida Institute of Technology"],"affiliations":[{"raw_affiliation_string":"BioComplex Laboratory, Florida Institute of Technology","institution_ids":["https://openalex.org/I106959904"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068151130","display_name":"Ronaldo Menezes","orcid":"https://orcid.org/0000-0002-6479-6429"},"institutions":[{"id":"https://openalex.org/I106959904","display_name":"Florida Institute of Technology","ror":"https://ror.org/04atsbb87","country_code":"US","type":"education","lineage":["https://openalex.org/I106959904"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ronaldo Menezes","raw_affiliation_strings":["BioComplex Laboratory, Florida Institute of Technology"],"affiliations":[{"raw_affiliation_string":"BioComplex Laboratory, Florida Institute of Technology","institution_ids":["https://openalex.org/I106959904"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5061633727"],"corresponding_institution_ids":["https://openalex.org/I70571728"],"apc_list":null,"apc_paid":null,"fwci":1.9631,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.88820246,"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":"1","last_page":"7"},"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":0.9998999834060669,"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":0.9998999834060669,"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/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.9926999807357788,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8134047389030457},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5864060521125793},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.566555380821228},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5383307933807373},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5294384956359863},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5034906268119812},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.47679567337036133},{"id":"https://openalex.org/keywords/geotagging","display_name":"Geotagging","score":0.4730766713619232},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.42410218715667725},{"id":"https://openalex.org/keywords/urban-computing","display_name":"Urban computing","score":0.42050570249557495},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37600359320640564},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35194748640060425},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.34412696957588196},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1814976930618286}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8134047389030457},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5864060521125793},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.566555380821228},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5383307933807373},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5294384956359863},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5034906268119812},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.47679567337036133},{"id":"https://openalex.org/C53605480","wikidata":"https://www.wikidata.org/wiki/Q852595","display_name":"Geotagging","level":2,"score":0.4730766713619232},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.42410218715667725},{"id":"https://openalex.org/C2778459138","wikidata":"https://www.wikidata.org/wiki/Q7900107","display_name":"Urban computing","level":2,"score":0.42050570249557495},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37600359320640564},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35194748640060425},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.34412696957588196},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1814976930618286},{"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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/uic-atc.2017.8397519","is_oa":false,"landing_page_url":"https://doi.org/10.1109/uic-atc.2017.8397519","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computed, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.7599999904632568,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W99841510","https://openalex.org/W151377110","https://openalex.org/W632291594","https://openalex.org/W850592501","https://openalex.org/W1483854707","https://openalex.org/W1599541430","https://openalex.org/W1612283261","https://openalex.org/W1651166699","https://openalex.org/W1968451601","https://openalex.org/W1976062966","https://openalex.org/W1980402475","https://openalex.org/W1982300822","https://openalex.org/W1987228002","https://openalex.org/W1987971958","https://openalex.org/W2003684386","https://openalex.org/W2006544310","https://openalex.org/W2026532078","https://openalex.org/W2047555270","https://openalex.org/W2047833327","https://openalex.org/W2054610764","https://openalex.org/W2056284729","https://openalex.org/W2060334710","https://openalex.org/W2067191022","https://openalex.org/W2070868259","https://openalex.org/W2071702404","https://openalex.org/W2082576493","https://openalex.org/W2095571984","https://openalex.org/W2101110089","https://openalex.org/W2110953678","https://openalex.org/W2122528211","https://openalex.org/W2132914434","https://openalex.org/W2133400794","https://openalex.org/W2134946452","https://openalex.org/W2136396015","https://openalex.org/W2153207204","https://openalex.org/W2189625117","https://openalex.org/W2268759365","https://openalex.org/W2294749418","https://openalex.org/W2321707316","https://openalex.org/W2950094258","https://openalex.org/W3151142710","https://openalex.org/W4250803253","https://openalex.org/W4285719527","https://openalex.org/W6635857930","https://openalex.org/W6686980507","https://openalex.org/W6697091597"],"related_works":["https://openalex.org/W1496536969","https://openalex.org/W2915735175","https://openalex.org/W4318969592","https://openalex.org/W2999585771","https://openalex.org/W3042862934","https://openalex.org/W2327338385","https://openalex.org/W2920054645","https://openalex.org/W1718163567","https://openalex.org/W2970945455","https://openalex.org/W2080678433"],"abstract_inverted_index":{"The":[0],"availability":[1],"of":[2,19,22,37,87,92,106,117],"large":[3],"localized":[4],"datasets":[5],"from":[6,29,69],"popular":[7,123],"social-networking":[8],"sites":[9],"such":[10,78],"as":[11,49,51,79,126],"Foursquare":[12],"and":[13,40,64,72,121],"Twitter":[14],"has":[15],"enabled":[16],"the":[17,20,35,93,122,130,143],"expansion":[18],"field":[21],"human":[23,38],"mobility":[24,39],"analysis.":[25],"Extracting":[26],"location":[27,112,144],"information":[28],"user":[30,80],"trajectories":[31],"helps":[32],"to":[33,61,98,109,128,135,138],"increase":[34],"understanding":[36],"is":[41],"important":[42],"for":[43,142],"improving":[44],"public":[45],"health,":[46],"city":[47],"planning,":[48],"well":[50],"crime":[52],"prevention.":[53],"In":[54],"this":[55],"work,":[56],"we":[57,132],"introduce":[58],"a":[59,85,104,115],"framework":[60],"automatically":[62],"discover":[63],"classify":[65],"locations":[66],"based":[67],"solely":[68],"geo-temporal":[70],"data":[71],"without":[73],"relying":[74],"on":[75],"contextual":[76],"data,":[77],"explicit":[81],"check-ins.":[82],"We":[83],"collected":[84],"dataset":[86],"3":[88],"millions":[89],"geo-tagged":[90],"tweets":[91],"New":[94],"York":[95],"City":[96],"area":[97],"test":[99],"our":[100],"framework.":[101],"By":[102],"using":[103],"combination":[105],"clustering":[107],"algorithms":[108],"accurately":[110],"pinpoint":[111],"position":[113],"(from":[114],"cloud":[116],"points":[118],"representing":[119],"tweets),":[120],"time/days":[124],"histograms":[125],"features":[127],"train":[129],"classifier,":[131],"were":[133],"able":[134],"reach":[136],"up":[137],"53%":[139],"average":[140],"accuracy":[141],"type":[145],"classification.":[146]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}