{"id":"https://openalex.org/W4406023077","doi":"https://doi.org/10.1007/s40558-024-00304-0","title":"Understanding the influence of data characteristics on the performance of point-of-interest recommendation algorithms","display_name":"Understanding the influence of data characteristics on the performance of point-of-interest recommendation algorithms","publication_year":2025,"publication_date":"2025-01-03","ids":{"openalex":"https://openalex.org/W4406023077","doi":"https://doi.org/10.1007/s40558-024-00304-0"},"language":"en","primary_location":{"id":"doi:10.1007/s40558-024-00304-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40558-024-00304-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40558-024-00304-0.pdf","source":{"id":"https://openalex.org/S184463352","display_name":"Information Technology & Tourism","issn_l":"1098-3058","issn":["1098-3058","1943-4294"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Technology & Tourism","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s40558-024-00304-0.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5107823319","display_name":"Linus W. Dietz","orcid":"https://orcid.org/0000-0001-6747-3898"},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Linus W. Dietz","raw_affiliation_strings":["King\u2019s College London, London, UK","King's College London, London, UK"],"raw_orcid":"https://orcid.org/0000-0001-6747-3898","affiliations":[{"raw_affiliation_string":"King\u2019s College London, London, UK","institution_ids":["https://openalex.org/I183935753"]},{"raw_affiliation_string":"King's College London, London, UK","institution_ids":["https://openalex.org/I183935753"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058279882","display_name":"Pablo S\u00e1nchez","orcid":"https://orcid.org/0000-0003-1792-1706"},"institutions":[{"id":"https://openalex.org/I63634437","display_name":"Universidad Aut\u00f3noma de Madrid","ror":"https://ror.org/01cby8j38","country_code":"ES","type":"education","lineage":["https://openalex.org/I63634437"]},{"id":"https://openalex.org/I96580804","display_name":"Universidad Pontificia Comillas","ror":"https://ror.org/017mdc710","country_code":"ES","type":"education","lineage":["https://openalex.org/I96580804"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Pablo S\u00e1nchez","raw_affiliation_strings":["Instituto de Investigaci\u00f3n Tecnol\u00f3gica (IIT), Universidad Pontificia Comillas, Madrid, Spain","Universidad Aut\u00f3noma de Madrid, Madrid, Spain"],"raw_orcid":"https://orcid.org/0000-0003-1792-1706","affiliations":[{"raw_affiliation_string":"Instituto de Investigaci\u00f3n Tecnol\u00f3gica (IIT), Universidad Pontificia Comillas, Madrid, Spain","institution_ids":["https://openalex.org/I96580804"]},{"raw_affiliation_string":"Universidad Aut\u00f3noma de Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I63634437"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029757626","display_name":"Alejandro Bellog\u00edn","orcid":"https://orcid.org/0000-0001-6368-2510"},"institutions":[{"id":"https://openalex.org/I63634437","display_name":"Universidad Aut\u00f3noma de Madrid","ror":"https://ror.org/01cby8j38","country_code":"ES","type":"education","lineage":["https://openalex.org/I63634437"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alejandro Bellog\u00edn","raw_affiliation_strings":["Universidad Aut\u00f3noma de Madrid, Madrid, Spain"],"raw_orcid":"https://orcid.org/0000-0001-6368-2510","affiliations":[{"raw_affiliation_string":"Universidad Aut\u00f3noma de Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I63634437"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5107823319"],"corresponding_institution_ids":["https://openalex.org/I183935753"],"apc_list":{"value":2590,"currency":"EUR","value_usd":3190},"apc_paid":{"value":2590,"currency":"EUR","value_usd":3190},"fwci":11.4356,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.97660113,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"27","issue":"1","first_page":"75","last_page":"124"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9883999824523926,"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9847000241279602,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision 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":0.7782140970230103},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.6999635100364685},{"id":"https://openalex.org/keywords/point-of-interest","display_name":"Point of interest","score":0.6720391511917114},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.6319601535797119},{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.5852794051170349},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.499722957611084},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4968917667865753},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.46960270404815674},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.42248648405075073},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.4110427796840668},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20834749937057495},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10995009541511536},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10830095410346985}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7782140970230103},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.6999635100364685},{"id":"https://openalex.org/C150140777","wikidata":"https://www.wikidata.org/wiki/Q960648","display_name":"Point of interest","level":2,"score":0.6720391511917114},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.6319601535797119},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.5852794051170349},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.499722957611084},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4968917667865753},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.46960270404815674},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.42248648405075073},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.4110427796840668},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20834749937057495},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10995009541511536},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10830095410346985},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s40558-024-00304-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40558-024-00304-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40558-024-00304-0.pdf","source":{"id":"https://openalex.org/S184463352","display_name":"Information Technology & Tourism","issn_l":"1098-3058","issn":["1098-3058","1943-4294"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Technology & Tourism","raw_type":"journal-article"},{"id":"pmh:oai:kclpure.kcl.ac.uk:publications/e3794daf-6d7c-42a9-9374-020d24462189","is_oa":true,"landing_page_url":"https://kclpure.kcl.ac.uk/portal/en/publications/e3794daf-6d7c-42a9-9374-020d24462189","pdf_url":null,"source":{"id":"https://openalex.org/S4306400216","display_name":"Research Portal (King's College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I183935753","host_organization_name":"King's College London","host_organization_lineage":["https://openalex.org/I183935753"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Dietz, L, S\u00e1nchez, P & Bellog\u00edn, A 2025, 'Understanding the influence of data characteristics on the performance of point-of-interest recommendation algorithms', Information Technology & Tourism, vol. 27, no. 1, 102662, pp. 75-124. https://doi.org/10.1007/s40558-024-00304-0","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:RePEc:spr:infott:v:27:y:2025:i:1:d:10.1007_s40558-024-00304-0","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s40558-024-00304-0","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s40558-024-00304-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40558-024-00304-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40558-024-00304-0.pdf","source":{"id":"https://openalex.org/S184463352","display_name":"Information Technology & Tourism","issn_l":"1098-3058","issn":["1098-3058","1943-4294"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Technology & Tourism","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.6399999856948853}],"awards":[{"id":"https://openalex.org/G1622782223","display_name":null,"funder_award_id":"MCIN/AEI/10","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G2962740481","display_name":null,"funder_award_id":"869764","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G3480869486","display_name":null,"funder_award_id":"13039","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G4476987804","display_name":null,"funder_award_id":"869764","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G5080475149","display_name":null,"funder_award_id":"10.13039","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7084143925","display_name":null,"funder_award_id":"AEI/10","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7535663061","display_name":null,"funder_award_id":"AEI/10.","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7970940022","display_name":null,"funder_award_id":"PID2022-139131NB-I00","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4406023077.pdf","grobid_xml":"https://content.openalex.org/works/W4406023077.grobid-xml"},"referenced_works_count":88,"referenced_works":["https://openalex.org/W72853202","https://openalex.org/W574900623","https://openalex.org/W1224564842","https://openalex.org/W1966814450","https://openalex.org/W1972436494","https://openalex.org/W1973749534","https://openalex.org/W1978314884","https://openalex.org/W1981886741","https://openalex.org/W1982300822","https://openalex.org/W2007079722","https://openalex.org/W2019313057","https://openalex.org/W2032117234","https://openalex.org/W2032611833","https://openalex.org/W2035949918","https://openalex.org/W2044672016","https://openalex.org/W2045563097","https://openalex.org/W2052626679","https://openalex.org/W2054094545","https://openalex.org/W2055945388","https://openalex.org/W2069870183","https://openalex.org/W2073013176","https://openalex.org/W2078488685","https://openalex.org/W2084677224","https://openalex.org/W2086142729","https://openalex.org/W2099600742","https://openalex.org/W2101409192","https://openalex.org/W2140942692","https://openalex.org/W2140964565","https://openalex.org/W2144807535","https://openalex.org/W2150886314","https://openalex.org/W2394103513","https://openalex.org/W2399076680","https://openalex.org/W2474895539","https://openalex.org/W2521595004","https://openalex.org/W2562236173","https://openalex.org/W2564669813","https://openalex.org/W2565499358","https://openalex.org/W2585843291","https://openalex.org/W2739587313","https://openalex.org/W2740253077","https://openalex.org/W2743289629","https://openalex.org/W2748058847","https://openalex.org/W2767061048","https://openalex.org/W2770823020","https://openalex.org/W2781352667","https://openalex.org/W2781891275","https://openalex.org/W2796285026","https://openalex.org/W2798749602","https://openalex.org/W2803314776","https://openalex.org/W2905432015","https://openalex.org/W2947900840","https://openalex.org/W2957191877","https://openalex.org/W2971522550","https://openalex.org/W2983882879","https://openalex.org/W2995634787","https://openalex.org/W3003339648","https://openalex.org/W3012782947","https://openalex.org/W3013471144","https://openalex.org/W3034216953","https://openalex.org/W3049694790","https://openalex.org/W3081745399","https://openalex.org/W3088231800","https://openalex.org/W3088568480","https://openalex.org/W3088694469","https://openalex.org/W3101922104","https://openalex.org/W3105114834","https://openalex.org/W3128736136","https://openalex.org/W3154199194","https://openalex.org/W3161299050","https://openalex.org/W3180187578","https://openalex.org/W3182348457","https://openalex.org/W3199856156","https://openalex.org/W3201904098","https://openalex.org/W3210969871","https://openalex.org/W4206511970","https://openalex.org/W4226006895","https://openalex.org/W4226037318","https://openalex.org/W4226380897","https://openalex.org/W4283029523","https://openalex.org/W4283775699","https://openalex.org/W4285250682","https://openalex.org/W4297614008","https://openalex.org/W4298289297","https://openalex.org/W4307005348","https://openalex.org/W4321241816","https://openalex.org/W4366782941","https://openalex.org/W4381191112","https://openalex.org/W4386729555"],"related_works":["https://openalex.org/W2368605798","https://openalex.org/W2518037665","https://openalex.org/W2348524959","https://openalex.org/W2477036161","https://openalex.org/W2368049389","https://openalex.org/W2384861574","https://openalex.org/W2053498227","https://openalex.org/W2929800688","https://openalex.org/W1657011257","https://openalex.org/W2912355043"],"abstract_inverted_index":{"Abstract":[0],"Point-of-interest":[1],"(POI)":[2],"recommendations":[3],"are":[4],"essential":[5],"for":[6],"travelers":[7],"and":[8,21,25,44,109,130,148,165,185],"the":[9,47,59,87,104,132,154,166,176,186,201],"e-tourism":[10],"business.":[11],"They":[12],"assist":[13],"in":[14,58,143,170,220,231],"decision-making":[15],"regarding":[16],"what":[17],"venues":[18],"to":[19,23,81,97,199,245,248],"visit":[20],"where":[22],"dine":[24],"stay.":[26],"While":[27],"it":[28],"is":[29],"known":[30],"that":[31],"traditional":[32],"recommendation":[33,61,113,123,141,207,217,222,251],"algorithms\u2019":[34],"performance":[35,110],"depends":[36],"on":[37,90,126,137,206],"data":[38,51,95,107,124,159,204,229,242],"characteristics":[39,52,96,108,136,205,243],"like":[40,161],"sparsity,":[41],"popularity":[42,163],"bias,":[43,164],"preference":[45],"distributions,":[46],"impact":[48],"of":[49,112,134,145,157,168,178,188,203],"these":[50,117,135],"has":[53],"not":[54,211],"been":[55],"systematically":[56],"studied":[57],"POI":[60,82,122,140,171,216],"domain.":[62],"To":[63,115],"fill":[64],"this":[65],"gap,":[66],"we":[67,119,174],"extend":[68],"a":[69,99,121,196,226],"previously":[70],"proposed":[71],"explanatory":[72,77],"framework":[73,88],"by":[74],"introducing":[75],"new":[76],"variables":[78],"specifically":[79],"relevant":[80],"recommendation.":[83,172],"At":[84],"its":[85],"core,":[86],"relies":[89],"having":[91],"subsamples":[92],"with":[93],"different":[94,138],"compute":[98],"regression":[100],"model,":[101],"which":[102,241],"reveals":[103],"dependencies":[105],"between":[106],"metrics":[111],"models.":[114],"obtain":[116],"subsamples,":[118],"subdivide":[120],"set":[125,230],"New":[127,232],"York":[128,233],"City":[129],"measure":[131],"effect":[133],"classical":[139],"algorithms":[142,218],"terms":[144],"accuracy,":[146],"novelty,":[147],"item":[149],"exposure.":[150],"Our":[151],"findings":[152],"confirm":[153],"crucial":[155],"role":[156],"key":[158],"features":[160],"density,":[162],"distribution":[167],"check-ins":[169],"Additionally,":[173],"identify":[175],"significance":[177],"novel":[179],"factors,":[180],"such":[181],"as":[182],"user":[183,189],"mobility":[184],"duration":[187],"activity.":[190],"In":[191],"summary,":[192],"our":[193],"work":[194],"presents":[195],"generic":[197],"method":[198],"quantify":[200],"influence":[202],"performance.":[208,252],"The":[209],"results":[210],"only":[212],"show":[213],"why":[214],"certain":[215],"excel":[219],"specific":[221],"problems":[223],"derived":[224],"from":[225],"LBSN":[227],"check-in":[228],"City,":[234],"but":[235],"also":[236],"offer":[237],"practical":[238],"insights":[239],"into":[240],"need":[244],"be":[246],"addressed":[247],"achieve":[249],"better":[250]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2026-05-01T08:36:08.643496","created_date":"2025-10-10T00:00:00"}