{"id":"https://openalex.org/W4411153777","doi":"https://doi.org/10.5194/agile-giss-6-6-2025","title":"Exploring Urban Place Function through User-Generated Textual Content","display_name":"Exploring Urban Place Function through User-Generated Textual Content","publication_year":2025,"publication_date":"2025-06-09","ids":{"openalex":"https://openalex.org/W4411153777","doi":"https://doi.org/10.5194/agile-giss-6-6-2025"},"language":"en","primary_location":{"id":"doi:10.5194/agile-giss-6-6-2025","is_oa":true,"landing_page_url":"https://doi.org/10.5194/agile-giss-6-6-2025","pdf_url":"https://agile-giss.copernicus.org/articles/6/6/2025/agile-giss-6-6-2025.pdf","source":{"id":"https://openalex.org/S4210203054","display_name":"AGILE GIScience Series","issn_l":"2700-8150","issn":["2700-8150"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AGILE: GIScience Series","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://agile-giss.copernicus.org/articles/6/6/2025/agile-giss-6-6-2025.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002738577","display_name":"Shahreen Muntaha Nawfee","orcid":"https://orcid.org/0000-0001-6154-8537"},"institutions":[{"id":"https://openalex.org/I153648349","display_name":"University of Leicester","ror":"https://ror.org/04h699437","country_code":"GB","type":"education","lineage":["https://openalex.org/I153648349"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Shahreen Muntaha Nawfee","raw_affiliation_strings":["School of Geography, Geology and the Environment, University of Leicester, Leicester, LE1 7RH, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Geography, Geology and the Environment, University of Leicester, Leicester, LE1 7RH, UK","institution_ids":["https://openalex.org/I153648349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052646517","display_name":"Stefano De Sabbata","orcid":"https://orcid.org/0000-0002-2750-7579"},"institutions":[{"id":"https://openalex.org/I153648349","display_name":"University of Leicester","ror":"https://ror.org/04h699437","country_code":"GB","type":"education","lineage":["https://openalex.org/I153648349"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Stef De Sabbata","raw_affiliation_strings":["School of Geography, Geology and the Environment, University of Leicester, Leicester, LE1 7RH, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Geography, Geology and the Environment, University of Leicester, Leicester, LE1 7RH, UK","institution_ids":["https://openalex.org/I153648349"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112282901","display_name":"Nicholas Tate","orcid":"https://orcid.org/0009-0004-7648-5785"},"institutions":[{"id":"https://openalex.org/I153648349","display_name":"University of Leicester","ror":"https://ror.org/04h699437","country_code":"GB","type":"education","lineage":["https://openalex.org/I153648349"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nicholas J. Tate","raw_affiliation_strings":["School of Geography, Geology and the Environment, University of Leicester, Leicester, LE1 7RH, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Geography, Geology and the Environment, University of Leicester, Leicester, LE1 7RH, UK","institution_ids":["https://openalex.org/I153648349"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5002738577"],"corresponding_institution_ids":["https://openalex.org/I153648349"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1306711,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"6","issue":null,"first_page":"1","last_page":"15"},"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":0.920199990272522,"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":0.920199990272522,"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":0.9146999716758728,"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/function","display_name":"Function (biology)","score":0.6194953322410583},{"id":"https://openalex.org/keywords/content","display_name":"Content (measure theory)","score":0.594486653804779},{"id":"https://openalex.org/keywords/user-generated-content","display_name":"User-generated content","score":0.5447860360145569},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.39097851514816284},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3442481756210327},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12226942181587219},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.08967134356498718},{"id":"https://openalex.org/keywords/cell-biology","display_name":"Cell biology","score":0.06448814272880554}],"concepts":[{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.6194953322410583},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.594486653804779},{"id":"https://openalex.org/C101293273","wikidata":"https://www.wikidata.org/wiki/Q579716","display_name":"User-generated content","level":3,"score":0.5447860360145569},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39097851514816284},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3442481756210327},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12226942181587219},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.08967134356498718},{"id":"https://openalex.org/C95444343","wikidata":"https://www.wikidata.org/wiki/Q7141","display_name":"Cell biology","level":1,"score":0.06448814272880554},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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:10.5194/agile-giss-6-6-2025","is_oa":true,"landing_page_url":"https://doi.org/10.5194/agile-giss-6-6-2025","pdf_url":"https://agile-giss.copernicus.org/articles/6/6/2025/agile-giss-6-6-2025.pdf","source":{"id":"https://openalex.org/S4210203054","display_name":"AGILE GIScience Series","issn_l":"2700-8150","issn":["2700-8150"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AGILE: GIScience Series","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.5194/agile-giss-6-6-2025","is_oa":true,"landing_page_url":"https://doi.org/10.5194/agile-giss-6-6-2025","pdf_url":"https://agile-giss.copernicus.org/articles/6/6/2025/agile-giss-6-6-2025.pdf","source":{"id":"https://openalex.org/S4210203054","display_name":"AGILE GIScience Series","issn_l":"2700-8150","issn":["2700-8150"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AGILE: GIScience Series","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320276","display_name":"University of Leicester","ror":"https://ror.org/04h699437"},{"id":"https://openalex.org/F4320332748","display_name":"College of Science and Engineering, University of Minnesota","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411153777.pdf","grobid_xml":"https://content.openalex.org/works/W4411153777.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2772709740","https://openalex.org/W92751545","https://openalex.org/W4295709008","https://openalex.org/W3183611733","https://openalex.org/W2901542937","https://openalex.org/W4390017791"],"abstract_inverted_index":{"Abstract.":[0],"Understanding":[1],"the":[2,11,17,25,35,44,53,120,133],"functions":[3],"played":[4],"by":[5],"different":[6,123],"places":[7,57],"as":[8],"part":[9],"of":[10,20,29,38,55,85,87,95,122],"urban":[12,56],"fabric":[13],"is":[14],"essential":[15],"for":[16,142],"sustainable":[18],"development":[19],"cities.":[21],"The":[22],"increase":[23],"in":[24,111],"amount":[26],"and":[27,49,67,93,103,108,118,127],"variety":[28],"people's":[30],"digital":[31],"footprint,":[32],"combined":[33],"with":[34],"recent":[36],"emergence":[37],"Large":[39],"Language":[40,113],"Models":[41],"(LLMs),":[42],"holds":[43],"potential":[45],"to":[46,71],"derive":[47],"novel":[48],"useful":[50],"insights":[51],"into":[52,139],"function":[54],"from":[58,76,90,98],"unstructured":[59],"textual":[60,78],"content.":[61,79],"This":[62],"paper":[63],"presents":[64],"a":[65,136],"reproducible":[66],"robust":[68],"methodological":[69],"framework":[70,134],"extract":[72],"place":[73,140],"functional":[74],"characteristics":[75],"user-generated":[77],"In":[80],"particular,":[81],"we":[82],"analyse":[83],"tags":[84],"Points":[86],"Interest":[88],"(POIs)":[89],"OpenStreetMap":[91],"(OSM)":[92],"summaries":[94],"geo-tagged":[96],"articles":[97],"Wikipedia":[99],"through":[100],"spatial":[101],"clustering":[102],"topic":[104],"modelling,":[105],"exploring":[106],"classic":[107],"current":[109],"approaches":[110],"Natural":[112],"Processing":[114],"(NLP).":[115],"We":[116],"evaluate":[117],"compare":[119],"performance":[121],"LLMs,":[124],"including":[125],"Mistral":[126],"Llama.":[128],"Our":[129],"results":[130],"show":[131],"that":[132],"provides":[135],"good":[137],"insight":[138],"functionality":[141],"our":[143],"case":[144],"study.":[145]},"counts_by_year":[],"updated_date":"2026-05-21T09:19:25.381259","created_date":"2025-10-10T00:00:00"}