{"id":"https://openalex.org/W2070868259","doi":"https://doi.org/10.1109/mdm.2010.42","title":"Learning Location Correlation from GPS Trajectories","display_name":"Learning Location Correlation from GPS Trajectories","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W2070868259","doi":"https://doi.org/10.1109/mdm.2010.42","mag":"2070868259"},"language":"en","primary_location":{"id":"doi:10.1109/mdm.2010.42","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mdm.2010.42","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Eleventh International Conference on Mobile Data Management","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/A5100681023","display_name":"Yu Zheng","orcid":"https://orcid.org/0000-0002-5224-4344"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yu Zheng","raw_affiliation_strings":["Microsoft Research Asia, Beijing, China","Microsoft research Asia, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Microsoft Research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]},{"raw_affiliation_string":"Microsoft research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044651577","display_name":"Xing Xie","orcid":"https://orcid.org/0000-0002-8608-8482"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xing Xie","raw_affiliation_strings":["Microsoft Research Asia, Beijing, China","Microsoft research Asia, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Microsoft Research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]},{"raw_affiliation_string":"Microsoft research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100681023"],"corresponding_institution_ids":["https://openalex.org/I4210113369"],"apc_list":null,"apc_paid":null,"fwci":17.5175,"has_fulltext":false,"cited_by_count":74,"citation_normalized_percentile":{"value":0.98935899,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"27","last_page":"32"},"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/T11106","display_name":"Data Management and Algorithms","score":0.9973000288009644,"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"}},{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.9836000204086304,"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/global-positioning-system","display_name":"Global Positioning System","score":0.8557934761047363},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.7527532577514648},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6485798358917236},{"id":"https://openalex.org/keywords/location-data","display_name":"Location data","score":0.5046969652175903},{"id":"https://openalex.org/keywords/promotion","display_name":"Promotion (chess)","score":0.4581313729286194},{"id":"https://openalex.org/keywords/location-based-service","display_name":"Location-based service","score":0.4301162660121918},{"id":"https://openalex.org/keywords/positive-correlation","display_name":"Positive correlation","score":0.41169628500938416},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.24763420224189758},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14635345339775085},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1071811318397522}],"concepts":[{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.8557934761047363},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.7527532577514648},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6485798358917236},{"id":"https://openalex.org/C2988186277","wikidata":"https://www.wikidata.org/wiki/Q5915793","display_name":"Location data","level":2,"score":0.5046969652175903},{"id":"https://openalex.org/C98147612","wikidata":"https://www.wikidata.org/wiki/Q215599","display_name":"Promotion (chess)","level":3,"score":0.4581313729286194},{"id":"https://openalex.org/C155292070","wikidata":"https://www.wikidata.org/wiki/Q1198122","display_name":"Location-based service","level":2,"score":0.4301162660121918},{"id":"https://openalex.org/C2986115478","wikidata":"https://www.wikidata.org/wiki/Q186290","display_name":"Positive correlation","level":2,"score":0.41169628500938416},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.24763420224189758},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14635345339775085},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1071811318397522},{"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/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mdm.2010.42","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mdm.2010.42","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Eleventh International Conference on Mobile Data Management","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.187.7931","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.187.7931","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://research.microsoft.com/pubs/121308/Learning%20Location%20Correlation%20from%20GPS%20trajectories.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1487909581","https://openalex.org/W1572856678","https://openalex.org/W1976347887","https://openalex.org/W1982300822","https://openalex.org/W1982397092","https://openalex.org/W2009155608","https://openalex.org/W2012580531","https://openalex.org/W2041396216","https://openalex.org/W2069249448","https://openalex.org/W2097604114","https://openalex.org/W2103099449","https://openalex.org/W2107990165","https://openalex.org/W2115639613","https://openalex.org/W2136317921","https://openalex.org/W2143394441","https://openalex.org/W2143554828","https://openalex.org/W2147693219","https://openalex.org/W2152208379","https://openalex.org/W2167686542","https://openalex.org/W2171960770","https://openalex.org/W2305960469","https://openalex.org/W6634375434","https://openalex.org/W6645721714","https://openalex.org/W6675616857","https://openalex.org/W6682044846"],"related_works":["https://openalex.org/W2364238915","https://openalex.org/W3090746915","https://openalex.org/W4313021653","https://openalex.org/W2333555112","https://openalex.org/W2894774984","https://openalex.org/W4378650545","https://openalex.org/W4400576964","https://openalex.org/W2393392990","https://openalex.org/W4281298071","https://openalex.org/W4308579029"],"abstract_inverted_index":{"People's":[0],"location":[1,5,31,59,71,77],"histories":[2],"imply":[3],"the":[4,9,15,21,49,58,70,107],"correlation":[6,60],"that":[7,51,105],"states":[8],"relations":[10],"between":[11],"geographical":[12],"locations":[13,52],"in":[14],"space":[16],"of":[17,65,96],"human":[18],"behavior.":[19],"With":[20],"correlation,":[22,72],"we":[23,56,73],"can":[24],"enable":[25],"many":[26],"valuable":[27],"services,":[28],"such":[29],"as":[30],"recommendation":[32,78],"and":[33,48],"sales":[34],"promotion.":[35],"In":[36],"this":[37],"paper,":[38],"by":[39,90],"taking":[40],"into":[41],"account":[42],"a":[43,62,75,85,94,100],"user's":[44],"travel":[45],"experience":[46],"(knowledge)":[47],"sequentiality":[50],"have":[53],"been":[54],"visited,":[55],"learn":[57],"from":[61],"large":[63],"number":[64],"user-generated":[66],"GPS":[67,87],"trajectories.":[68],"Using":[69],"conduct":[74],"personalized":[76],"system,":[79],"which":[80],"is":[81],"evaluated":[82],"based":[83],"on":[84],"real-world":[86],"dataset":[88],"collected":[89],"112":[91],"users":[92],"over":[93],"period":[95],"1.5":[97],"years.":[98],"As":[99],"result,":[101],"our":[102],"method":[103],"outperforms":[104],"using":[106],"Pearson":[108],"correlation.":[109]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":8},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":9},{"year":2012,"cited_by_count":7}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}