{"id":"https://openalex.org/W2043361611","doi":"https://doi.org/10.1109/geoinformatics.2014.6950814","title":"Locations recommendation based on check-in data from Location-Based Social Network","display_name":"Locations recommendation based on check-in data from Location-Based Social Network","publication_year":2014,"publication_date":"2014-06-01","ids":{"openalex":"https://openalex.org/W2043361611","doi":"https://doi.org/10.1109/geoinformatics.2014.6950814","mag":"2043361611"},"language":"en","primary_location":{"id":"doi:10.1109/geoinformatics.2014.6950814","is_oa":false,"landing_page_url":"https://doi.org/10.1109/geoinformatics.2014.6950814","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 22nd International Conference on Geoinformatics","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/A5101890907","display_name":"Dan Jiang","orcid":"https://orcid.org/0009-0006-0518-6627"},"institutions":[{"id":"https://openalex.org/I4210166112","display_name":"State Key Laboratory of Remote Sensing Science","ror":"https://ror.org/05wzjqa24","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210166112"]},{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Dan Jiang","raw_affiliation_strings":["Institute of Remote Sensing and Geographical Information Systems, Peking University, Beijing, China","Institute of Remote Sensing and Geographical Information Systems , Peking University , Beijing , China"],"affiliations":[{"raw_affiliation_string":"Institute of Remote Sensing and Geographical Information Systems, Peking University, Beijing, China","institution_ids":["https://openalex.org/I4210166112","https://openalex.org/I20231570"]},{"raw_affiliation_string":"Institute of Remote Sensing and Geographical Information Systems , Peking University , Beijing , China","institution_ids":["https://openalex.org/I4210166112","https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051574568","display_name":"Xiao Guo","orcid":"https://orcid.org/0000-0002-1495-103X"},"institutions":[{"id":"https://openalex.org/I4210166112","display_name":"State Key Laboratory of Remote Sensing Science","ror":"https://ror.org/05wzjqa24","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210166112"]},{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Guo","raw_affiliation_strings":["Institute of Remote Sensing and Geographical Information Systems, Peking University, Beijing, China","Institute of Remote Sensing and Geographical Information Systems , Peking University , Beijing , China"],"affiliations":[{"raw_affiliation_string":"Institute of Remote Sensing and Geographical Information Systems, Peking University, Beijing, China","institution_ids":["https://openalex.org/I4210166112","https://openalex.org/I20231570"]},{"raw_affiliation_string":"Institute of Remote Sensing and Geographical Information Systems , Peking University , Beijing , China","institution_ids":["https://openalex.org/I4210166112","https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027777470","display_name":"Yong Gao","orcid":"https://orcid.org/0000-0003-1562-6228"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210166112","display_name":"State Key Laboratory of Remote Sensing Science","ror":"https://ror.org/05wzjqa24","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210166112"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Gao","raw_affiliation_strings":["Institute of Remote Sensing and Geographical Information Systems, Peking University, Beijing, China","Institute of Remote Sensing and Geographical Information Systems , Peking University , Beijing , China"],"affiliations":[{"raw_affiliation_string":"Institute of Remote Sensing and Geographical Information Systems, Peking University, Beijing, China","institution_ids":["https://openalex.org/I4210166112","https://openalex.org/I20231570"]},{"raw_affiliation_string":"Institute of Remote Sensing and Geographical Information Systems , Peking University , Beijing , China","institution_ids":["https://openalex.org/I4210166112","https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108050347","display_name":"Jiajun Liu","orcid":"https://orcid.org/0000-0002-5301-8314"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210166112","display_name":"State Key Laboratory of Remote Sensing Science","ror":"https://ror.org/05wzjqa24","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210166112"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiajun Liu","raw_affiliation_strings":["Institute of Remote Sensing and Geographical Information Systems, Peking University, Beijing, China","Institute of Remote Sensing and Geographical Information Systems , Peking University , Beijing , China"],"affiliations":[{"raw_affiliation_string":"Institute of Remote Sensing and Geographical Information Systems, Peking University, Beijing, China","institution_ids":["https://openalex.org/I4210166112","https://openalex.org/I20231570"]},{"raw_affiliation_string":"Institute of Remote Sensing and Geographical Information Systems , Peking University , Beijing , China","institution_ids":["https://openalex.org/I4210166112","https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100327734","display_name":"Haoran Li","orcid":"https://orcid.org/0000-0002-8286-3672"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210166112","display_name":"State Key Laboratory of Remote Sensing Science","ror":"https://ror.org/05wzjqa24","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210166112"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoran Li","raw_affiliation_strings":["Institute of Remote Sensing and Geographical Information Systems, Peking University, Beijing, China","Institute of Remote Sensing and Geographical Information Systems , Peking University , Beijing , China"],"affiliations":[{"raw_affiliation_string":"Institute of Remote Sensing and Geographical Information Systems, Peking University, Beijing, China","institution_ids":["https://openalex.org/I4210166112","https://openalex.org/I20231570"]},{"raw_affiliation_string":"Institute of Remote Sensing and Geographical Information Systems , Peking University , Beijing , China","institution_ids":["https://openalex.org/I4210166112","https://openalex.org/I20231570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022350572","display_name":"Jing Cheng","orcid":"https://orcid.org/0000-0003-0021-4335"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210166112","display_name":"State Key Laboratory of Remote Sensing Science","ror":"https://ror.org/05wzjqa24","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210166112"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Cheng","raw_affiliation_strings":["Institute of Remote Sensing and Geographical Information Systems, Peking University, Beijing, China","Institute of Remote Sensing and Geographical Information Systems , Peking University , Beijing , China"],"affiliations":[{"raw_affiliation_string":"Institute of Remote Sensing and Geographical Information Systems, Peking University, Beijing, China","institution_ids":["https://openalex.org/I4210166112","https://openalex.org/I20231570"]},{"raw_affiliation_string":"Institute of Remote Sensing and Geographical Information Systems , Peking University , Beijing , China","institution_ids":["https://openalex.org/I4210166112","https://openalex.org/I20231570"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101890907"],"corresponding_institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4210166112"],"apc_list":null,"apc_paid":null,"fwci":7.1001,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.96640148,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9993000030517578,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9993000030517578,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9904000163078308,"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/T11478","display_name":"Caching and Content Delivery","score":0.9858999848365784,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/computer-science","display_name":"Computer science","score":0.7637218236923218},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.5951791405677795},{"id":"https://openalex.org/keywords/global-positioning-system","display_name":"Global Positioning System","score":0.5884942412376404},{"id":"https://openalex.org/keywords/check-in","display_name":"Check-in","score":0.5847765207290649},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5508270263671875},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.5411789417266846},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.485696405172348},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.47940513491630554},{"id":"https://openalex.org/keywords/base","display_name":"Base (topology)","score":0.44416987895965576},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.3226003646850586},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.2972966134548187},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.20999985933303833},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.12220510840415955},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09922227263450623}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7637218236923218},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.5951791405677795},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.5884942412376404},{"id":"https://openalex.org/C2776004034","wikidata":"https://www.wikidata.org/wiki/Q1068755","display_name":"Check-in","level":2,"score":0.5847765207290649},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5508270263671875},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.5411789417266846},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.485696405172348},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.47940513491630554},{"id":"https://openalex.org/C42058472","wikidata":"https://www.wikidata.org/wiki/Q810214","display_name":"Base (topology)","level":2,"score":0.44416987895965576},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.3226003646850586},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.2972966134548187},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.20999985933303833},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.12220510840415955},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09922227263450623},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/geoinformatics.2014.6950814","is_oa":false,"landing_page_url":"https://doi.org/10.1109/geoinformatics.2014.6950814","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 22nd International Conference on Geoinformatics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W180571615","https://openalex.org/W1486317198","https://openalex.org/W1965327747","https://openalex.org/W2087692915","https://openalex.org/W2128100639","https://openalex.org/W2341865734","https://openalex.org/W6641384468","https://openalex.org/W6679257595"],"related_works":["https://openalex.org/W2772628444","https://openalex.org/W1484355083","https://openalex.org/W2735929803","https://openalex.org/W4220714703","https://openalex.org/W3008845055","https://openalex.org/W2098758514","https://openalex.org/W2170391450","https://openalex.org/W4376854386","https://openalex.org/W2202724490","https://openalex.org/W2508671622"],"abstract_inverted_index":{"In":[0,44],"recent":[1],"years,":[2],"together":[3],"with":[4,64],"the":[5],"universal":[6],"use":[7],"of":[8,15,33,56],"GPS":[9],"embedded":[10],"mobile":[11],"phones":[12],"and":[13,26,41,69,93,99],"popularity":[14],"social":[16],"network,":[17],"Location-Based":[18],"Social":[19],"Network":[20],"(LBSN)":[21],"has":[22],"been":[23,62],"a":[24],"hit,":[25],"user":[27],"volume":[28],"rises":[29],"continuously.":[30],"The":[31,73],"prevalent":[32],"LBSN":[34],"contributes":[35],"massive":[36],"data":[37,55],"for":[38],"pattern":[39],"recognition":[40],"behavior":[42],"analysis.":[43],"this":[45],"paper":[46],"we":[47,75],"mainly":[48],"discuss":[49],"location":[50,102],"recommendation":[51],"based":[52],"on":[53,79],"check-in":[54],"LBS.":[57],"Four":[58],"feasible":[59],"methods":[60,74],"have":[61],"proposed,":[63],"respect":[65],"to":[66],"both":[67],"content-based":[68],"collaborative":[70],"filtering":[71],"algorithms.":[72],"put":[76],"forward":[77],"base":[78],"models":[80,96],"such":[81],"as":[82,88,90],"standard":[83],"deviation":[84],"ellipse,":[85],"buffer,":[86],"topology":[87],"well":[89,98],"utility":[91],"matrix":[92],"all":[94],"these":[95],"perform":[97],"satisfying":[100],"in":[101],"recommendation.":[103]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
