{"id":"https://openalex.org/W2888929511","doi":"https://doi.org/10.1504/ijes.2018.10015748","title":"User similarity-based gender-aware travel location recommendation by mining geotagged photos","display_name":"User similarity-based gender-aware travel location recommendation by mining geotagged photos","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2888929511","doi":"https://doi.org/10.1504/ijes.2018.10015748","mag":"2888929511"},"language":"en","primary_location":{"id":"doi:10.1504/ijes.2018.10015748","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijes.2018.10015748","pdf_url":null,"source":{"id":"https://openalex.org/S204369148","display_name":"International Journal of Embedded Systems","issn_l":"1741-1068","issn":["1741-1068","1741-1076"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Embedded Systems","raw_type":"journal-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/A5008536178","display_name":"Gencai Chen","orcid":"https://orcid.org/0000-0001-9138-0229"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Gencai Chen","raw_affiliation_strings":["College of Computer Science, Zhejiang University, Hangzhou 310027, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Zhejiang University, Hangzhou 310027, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068773146","display_name":"Mingqi Lv","orcid":"https://orcid.org/0000-0003-4810-7491"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingqi Lv","raw_affiliation_strings":["College of Computer Science, Zhejiang University, Hangzhou 310027, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Zhejiang University, Hangzhou 310027, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033393306","display_name":"Haodong Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haodong Guo","raw_affiliation_strings":["College of Computer Science, Zhejiang University, Hangzhou 310027, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Zhejiang University, Hangzhou 310027, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100411139","display_name":"Ling Chen","orcid":"https://orcid.org/0000-0003-1934-5992"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ling Chen","raw_affiliation_strings":["College of Computer Science, Zhejiang University, Hangzhou 310027, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Zhejiang University, Hangzhou 310027, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107116701","display_name":"Zhenxing Xu","orcid":"https://orcid.org/0000-0002-5234-2956"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenxing Xu","raw_affiliation_strings":["College of Computer Science, Zhejiang University, Hangzhou 310027, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Zhejiang University, Hangzhou 310027, China","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5008536178"],"corresponding_institution_ids":["https://openalex.org/I76130692"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10914684,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"10","issue":"5","first_page":"356","last_page":"356"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9697999954223633,"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":0.9697999954223633,"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":0.9634000062942505,"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/T10757","display_name":"Geographic Information Systems Studies","score":0.9132999777793884,"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/popularity","display_name":"Popularity","score":0.6385282874107361},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6340588331222534},{"id":"https://openalex.org/keywords/geotagging","display_name":"Geotagging","score":0.48002591729164124},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.45378798246383667},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.4291714131832123},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.4262196719646454},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4211153984069824},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3771010637283325},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1375453770160675},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.0877566933631897}],"concepts":[{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.6385282874107361},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6340588331222534},{"id":"https://openalex.org/C53605480","wikidata":"https://www.wikidata.org/wiki/Q852595","display_name":"Geotagging","level":2,"score":0.48002591729164124},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.45378798246383667},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.4291714131832123},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.4262196719646454},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4211153984069824},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3771010637283325},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1375453770160675},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0877566933631897},{"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/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1504/ijes.2018.10015748","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijes.2018.10015748","pdf_url":null,"source":{"id":"https://openalex.org/S204369148","display_name":"International Journal of Embedded Systems","issn_l":"1741-1068","issn":["1741-1068","1741-1076"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Embedded Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Gender equality","id":"https://metadata.un.org/sdg/5","score":0.5600000023841858}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2368605798","https://openalex.org/W2518037665","https://openalex.org/W2348524959","https://openalex.org/W2093123876","https://openalex.org/W4388192780","https://openalex.org/W2165337198","https://openalex.org/W2187582011","https://openalex.org/W2889538132","https://openalex.org/W2550857530"],"abstract_inverted_index":{"The":[0],"popularity":[1],"of":[2,18,29,130,162,177],"camera":[3],"phones":[4],"and":[5,11,62,92,133,145],"photo":[6,30,57,70,90,93],"sharing":[7],"websites,":[8],"e.g.,":[9],"Flickr":[10],"Panoramio,":[12],"has":[13,39,170],"led":[14],"to":[15,102,173],"huge":[16],"volumes":[17],"community-contributed":[19],"geotagged":[20,34,78,104,156],"photos,":[21],"which":[22,87,154],"could":[23],"be":[24],"regarded":[25],"as":[26],"digital":[27],"footprints":[28],"takers.":[31],"Thus,":[32],"mining":[33],"photos":[35,79,105,108,157],"for":[36],"travel":[37,49,83,131,139,178],"recommendation":[38,85],"become":[40],"a":[41,77,152],"hot":[42],"topic.":[43],"However,":[44],"most":[45],"existing":[46],"work":[47],"recommends":[48,137],"locations":[50,132,140],"based":[51,117],"on":[52,118,151],"the":[53,65,69,127,171,175],"knowledge":[54,66],"mined":[55],"from":[56,121],"logs":[58,91],"(e.g.,":[59],"time,":[60],"location),":[61],"largely":[63],"ignores":[64],"implied":[67],"in":[68,159],"contents.":[71,94],"In":[72],"this":[73],"paper,":[74],"we":[75],"propose":[76],"mining-based":[80],"personalised":[81,138],"gender-aware":[82,128],"location":[84,179],"approach,":[86],"considers":[88],"both":[89,142],"Firstly,":[95],"it":[96,113,125,136],"uses":[97],"an":[98],"entropy-based":[99],"mobility":[100],"measure":[101],"classify":[103],"into":[106],"tour":[107,122],"or":[109],"non-tour":[110],"photos.":[111,123],"Secondly,":[112],"conducts":[114],"gender":[115,144],"recognition":[116],"face":[119],"detection":[120],"Thirdly,":[124],"builds":[126],"profile":[129],"users.":[134],"Finally,":[135],"considering":[141],"user":[143],"similarity.":[146],"Our":[147],"approach":[148,169],"is":[149],"evaluated":[150],"dataset,":[153],"contains":[155],"taken":[158],"eleven":[160],"cities":[161],"China.":[163],"Experimental":[164],"results":[165],"show":[166],"that":[167],"our":[168],"potential":[172],"improve":[174],"performance":[176],"recommendation.":[180]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
