{"id":"https://openalex.org/W4412013596","doi":"https://doi.org/10.1007/978-3-031-97663-6_30","title":"AI-Driven Urban Perception Mapping: Comparing Gemini and LLaVA","display_name":"AI-Driven Urban Perception Mapping: Comparing Gemini and LLaVA","publication_year":2025,"publication_date":"2025-06-28","ids":{"openalex":"https://openalex.org/W4412013596","doi":"https://doi.org/10.1007/978-3-031-97663-6_30"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-97663-6_30","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-97663-6_30","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5077711514","display_name":"Ay\u015fe Giz G\u00fclnerman","orcid":"https://orcid.org/0000-0002-9163-6068"},"institutions":[{"id":"https://openalex.org/I3129222432","display_name":"Ankara Hac\u0131 Bayram Veli University","ror":"https://ror.org/05mskc574","country_code":"TR","type":"education","lineage":["https://openalex.org/I3129222432"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Ayse Giz Gulnerman","raw_affiliation_strings":["Ankara Hac\u0131 Bayram Veli University, Ankara, 06560, Turkey"],"affiliations":[{"raw_affiliation_string":"Ankara Hac\u0131 Bayram Veli University, Ankara, 06560, Turkey","institution_ids":["https://openalex.org/I3129222432"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5077711514"],"corresponding_institution_ids":["https://openalex.org/I3129222432"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.38685848,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"339","last_page":"349"},"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":0.996399998664856,"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":0.996399998664856,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T13282","display_name":"Automated Road and Building Extraction","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8299241065979004},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.6180798411369324},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39677122235298157},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.3268994092941284},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.32443249225616455},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1274971067905426},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.051825255155563354}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8299241065979004},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.6180798411369324},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39677122235298157},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.3268994092941284},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.32443249225616455},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1274971067905426},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.051825255155563354},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-97663-6_30","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-97663-6_30","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.75,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1968147892","https://openalex.org/W1984373522","https://openalex.org/W1989975566","https://openalex.org/W2010464623","https://openalex.org/W2016802582","https://openalex.org/W2063798377","https://openalex.org/W2094181737","https://openalex.org/W2102998034","https://openalex.org/W2478090196","https://openalex.org/W2566302929","https://openalex.org/W2890819481","https://openalex.org/W2917833384","https://openalex.org/W2972842121","https://openalex.org/W2977093658","https://openalex.org/W2980462781","https://openalex.org/W3110260888","https://openalex.org/W3134804852","https://openalex.org/W3176218339","https://openalex.org/W4213166763","https://openalex.org/W4231984907","https://openalex.org/W4283590008","https://openalex.org/W4396735245","https://openalex.org/W4401555054","https://openalex.org/W4408463444","https://openalex.org/W6602240709","https://openalex.org/W6810965880"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
