{"id":"https://openalex.org/W2908351082","doi":null,"title":"An analysis on the impact of geolocation in recommending venues in location-based social networks","display_name":"An analysis on the impact of geolocation in recommending venues in location-based social networks","publication_year":2018,"publication_date":"2018-09-01","ids":{"openalex":"https://openalex.org/W2908351082","mag":"2908351082"},"language":"en","primary_location":{"id":"pmh:oai:sedici.unlp.edu.ar:10915/70805","doi":null,"is_oa":true,"landing_page_url":"http://sedici.unlp.edu.ar/handle/10915/70805","pdf_url":"http://sedici.unlp.edu.ar/handle/10915/70805","source":{"id":"https://openalex.org/S4306400803","display_name":"El Servicio de Difusi\u00f3n de la Creaci\u00f3n Intelectual (National University of La Plata)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I874386039","host_organization_name":"Universidad Nacional de La Plata","host_organization_lineage":["https://openalex.org/I874386039"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Objeto de conferencia"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://sedici.unlp.edu.ar/handle/10915/70805","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033800979","display_name":"Alejandro Corbellini","orcid":"https://orcid.org/0000-0002-6413-2809","observed_orcids":["https://orcid.org/0000-0002-6413-2809"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alejandro Corbellini","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-6413-2809","affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Carlos R\u00edos","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Carlos R\u00edos","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004741967","display_name":"Daniela L. Godoy","orcid":"https://orcid.org/0000-0002-5185-4570","observed_orcids":["https://orcid.org/0000-0002-5185-4570"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Daniela Godoy","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-5185-4570","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5050049360","display_name":"Silvia Schiaffino","orcid":"https://orcid.org/0000-0002-7616-9756","observed_orcids":["https://orcid.org/0000-0002-7616-9756"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Silvia Schiaffino","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-7616-9756","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9994999766349792,"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":0.9994999766349792,"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":9.999999747378752e-05,"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/T10609","display_name":"Digital Marketing and Social Media","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/location-based-social-networks","display_name":"location-based social networks","score":0.9850000143051147},{"id":"https://openalex.org/keywords/venue-recommendation","display_name":"venue recommendation","score":0.9629999995231628},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"collaborative filtering","score":0.7940000295639038},{"id":"https://openalex.org/keywords/geolocation","display_name":"geolocation","score":0.7319999933242798},{"id":"https://openalex.org/keywords/similarity-measures","display_name":"similarity measures","score":0.6740000247955322},{"id":"https://openalex.org/keywords/user-based-recommendation","display_name":"user-based recommendation","score":0.6710000038146973},{"id":"https://openalex.org/keywords/check-in-data","display_name":"check-in data","score":0.6840000152587891},{"id":"https://openalex.org/keywords/yelp","display_name":"Yelp","score":0.902999997138977},{"id":"https://openalex.org/keywords/social-similarity","display_name":"social similarity","score":0.7799999713897705}],"concepts":[{"id":"https://openalex.org/C22041718","wikidata":"https://www.wikidata.org/wiki/Q638949","display_name":"Geolocation","level":2,"score":0.8190218210220337},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4741249084472656},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3696627914905548},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.35650137066841125},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34992271661758423},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3330147862434387}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:sedici.unlp.edu.ar:10915/70805","doi":null,"is_oa":true,"landing_page_url":"http://sedici.unlp.edu.ar/handle/10915/70805","pdf_url":"http://sedici.unlp.edu.ar/handle/10915/70805","source":{"id":"https://openalex.org/S4306400803","display_name":"El Servicio de Difusi\u00f3n de la Creaci\u00f3n Intelectual (National University of La Plata)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I874386039","host_organization_name":"Universidad Nacional de La Plata","host_organization_lineage":["https://openalex.org/I874386039"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Objeto de conferencia"},{"id":"mag:2908351082","doi":null,"is_oa":false,"landing_page_url":"http://sedici.unlp.edu.ar/bitstream/handle/10915/70805/Documento_completo.pdf?sequence=1","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:sedici.unlp.edu.ar:10915/70805","doi":null,"is_oa":true,"landing_page_url":"http://sedici.unlp.edu.ar/handle/10915/70805","pdf_url":"http://sedici.unlp.edu.ar/handle/10915/70805","source":{"id":"https://openalex.org/S4306400803","display_name":"El Servicio de Difusi\u00f3n de la Creaci\u00f3n Intelectual (National University of La Plata)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I874386039","host_organization_name":"Universidad Nacional de La Plata","host_organization_lineage":["https://openalex.org/I874386039"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Objeto de conferencia"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.5142999887466431}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2908351082.pdf","grobid_xml":"https://content.openalex.org/works/W2908351082.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W17388333","https://openalex.org/W1486317198","https://openalex.org/W1648420042","https://openalex.org/W1854214752","https://openalex.org/W1967635926","https://openalex.org/W1972436494","https://openalex.org/W2017921654","https://openalex.org/W2054560962","https://openalex.org/W2150978351","https://openalex.org/W2171960770","https://openalex.org/W2189465200","https://openalex.org/W2189936406","https://openalex.org/W2296681978","https://openalex.org/W2395452101","https://openalex.org/W2790923627","https://openalex.org/W2791844834","https://openalex.org/W2964126306"],"related_works":["https://openalex.org/W7100428782","https://openalex.org/W1972436494","https://openalex.org/W2112631146","https://openalex.org/W2565764467","https://openalex.org/W7073851004","https://openalex.org/W2003684386","https://openalex.org/W143476799","https://openalex.org/W2892636730","https://openalex.org/W1978314884","https://openalex.org/W610720406"],"abstract_inverted_index":{"The":[0],"pervasiveness":[1],"of":[2,27,55],"geo-located":[3,98],"devices":[4],"has":[5],"opened":[6],"new":[7,25],"possibilities":[8],"in":[9,65],"recommender":[10],"systems":[11],"on":[12,40,82],"social":[13,28,91,106],"networks.":[14],"In":[15,48],"effect,":[16],"Location-Based":[17],"Social":[18],"Networks":[19],"or":[20,45,74,105],"LBSNs":[21],"are":[22],"a":[23,66,83,116],"relatively":[24],"breed":[26],"networks":[29],"that":[30,71],"let":[31],"users":[32,111],"share":[33],"their":[34],"location":[35],"by":[36,88],"triggering":[37],"\u201dcheck-in\u201d":[38],"events":[39],"venues,":[41],"such":[42],"as":[43,101,103],"businesses":[44],"historical":[46],"places.":[47],"this":[49],"paper,":[50],"we":[51],"compare":[52],"the":[53,89],"performance":[54],"traditional":[56],"rating":[57,104],"and":[58],"social-based":[59],"similarity":[60],"metrics":[61,64,99,107],"against":[62],"location-based":[63],"userbased":[67],"collaborative":[68],"filtering":[69],"algorithm":[70],"recommends":[72],"venues":[73],"places":[75],"to":[76,114],"visit.":[77],"This":[78],"analysis":[79],"was":[80],"performed":[81],"large":[84],"real-world":[85],"dataset":[86],"provided":[87],"Yelp":[90],"network":[92],"service.":[93],"Our":[94],"results":[95],"show":[96],"that,":[97],"perform":[100],"well":[102],"for":[108],"selecting":[109],"like-minded":[110],"and,":[112],"thus,":[113],"issue":[115],"recommendation.":[117]},"counts_by_year":[],"updated_date":"2026-10-02T10:15:12.560889","created_date":"2019-01-11T00:00:00"}