{"id":"https://openalex.org/W7093326322","doi":"https://doi.org/10.1109/idsta66210.2025.11202794","title":"Spatiotemporal Clustering of Urban Mobility and Air Quality Hotspots","display_name":"Spatiotemporal Clustering of Urban Mobility and Air Quality Hotspots","publication_year":2025,"publication_date":"2025-09-01","ids":{"openalex":"https://openalex.org/W7093326322","doi":"https://doi.org/10.1109/idsta66210.2025.11202794"},"language":null,"primary_location":{"id":"doi:10.1109/idsta66210.2025.11202794","is_oa":false,"landing_page_url":"https://doi.org/10.1109/idsta66210.2025.11202794","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 Sixth International Conference on Intelligent Data Science Technologies and Applications (IDSTA)","raw_type":"proceedings-article"},"type":"conference-paper","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":null,"display_name":"Khawla Ahmed Alshamsi","orcid":null},"institutions":[{"id":"https://openalex.org/I29891158","display_name":"University of Sharjah","ror":"https://ror.org/00engpz63","country_code":"AE","type":"education","lineage":["https://openalex.org/I29891158"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Khawla Ahmed Alshamsi","raw_affiliation_strings":["University of Sharjah,Department of Computer Science,Sharjah,United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sharjah,Department of Computer Science,Sharjah,United Arab Emirates","institution_ids":["https://openalex.org/I29891158"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Maryam Ali Aljallaf","orcid":null},"institutions":[{"id":"https://openalex.org/I29891158","display_name":"University of Sharjah","ror":"https://ror.org/00engpz63","country_code":"AE","type":"education","lineage":["https://openalex.org/I29891158"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Maryam Ali Aljallaf","raw_affiliation_strings":["University of Sharjah,Department of Computer Science,Sharjah,United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sharjah,Department of Computer Science,Sharjah,United Arab Emirates","institution_ids":["https://openalex.org/I29891158"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Khawla Ibrahim Alzarooni","orcid":null},"institutions":[{"id":"https://openalex.org/I29891158","display_name":"University of Sharjah","ror":"https://ror.org/00engpz63","country_code":"AE","type":"education","lineage":["https://openalex.org/I29891158"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Khawla Ibrahim Alzarooni","raw_affiliation_strings":["University of Sharjah,Department of Computer Science,Sharjah,United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sharjah,Department of Computer Science,Sharjah,United Arab Emirates","institution_ids":["https://openalex.org/I29891158"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Isam Mashhour Al Jawarneh","orcid":null},"institutions":[{"id":"https://openalex.org/I29891158","display_name":"University of Sharjah","ror":"https://ror.org/00engpz63","country_code":"AE","type":"education","lineage":["https://openalex.org/I29891158"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Isam Mashhour Al Jawarneh","raw_affiliation_strings":["University of Sharjah,Department of Computer Science,Sharjah,United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sharjah,Department of Computer Science,Sharjah,United Arab Emirates","institution_ids":["https://openalex.org/I29891158"]}]},{"author_position":"last","author":{"id":null,"display_name":"Sebti Foufou","orcid":null},"institutions":[{"id":"https://openalex.org/I29891158","display_name":"University of Sharjah","ror":"https://ror.org/00engpz63","country_code":"AE","type":"education","lineage":["https://openalex.org/I29891158"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Sebti Foufou","raw_affiliation_strings":["University of Sharjah,Department of Computer Science,Sharjah,United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sharjah,Department of Computer Science,Sharjah,United Arab Emirates","institution_ids":["https://openalex.org/I29891158"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I29891158"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"103","last_page":"108"},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T10298","display_name":"Urban Transport and Accessibility","score":0.36079999804496765,"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/T10298","display_name":"Urban Transport and Accessibility","score":0.36079999804496765,"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/T11942","display_name":"Transportation and Mobility Innovations","score":0.18870000541210175,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"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":0.06909999996423721,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7551000118255615},{"id":"https://openalex.org/keywords/air-quality-index","display_name":"Air quality index","score":0.5339000225067139},{"id":"https://openalex.org/keywords/geovisualization","display_name":"Geovisualization","score":0.3919999897480011},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.3862999975681305},{"id":"https://openalex.org/keywords/air-pollution","display_name":"Air pollution","score":0.36959999799728394},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.3637999892234802},{"id":"https://openalex.org/keywords/spatial-analysis","display_name":"Spatial analysis","score":0.32260000705718994},{"id":"https://openalex.org/keywords/geospatial-analysis","display_name":"Geospatial analysis","score":0.3158000111579895}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7551000118255615},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.534600019454956},{"id":"https://openalex.org/C126314574","wikidata":"https://www.wikidata.org/wiki/Q2364111","display_name":"Air quality index","level":2,"score":0.5339000225067139},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4505000114440918},{"id":"https://openalex.org/C12380541","wikidata":"https://www.wikidata.org/wiki/Q58300","display_name":"Geovisualization","level":4,"score":0.3919999897480011},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.3862999975681305},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3752000033855438},{"id":"https://openalex.org/C559116025","wikidata":"https://www.wikidata.org/wiki/Q131123","display_name":"Air pollution","level":2,"score":0.36959999799728394},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.3637999892234802},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.32260000705718994},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3192000091075897},{"id":"https://openalex.org/C9770341","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geospatial analysis","level":2,"score":0.3158000111579895},{"id":"https://openalex.org/C158709400","wikidata":"https://www.wikidata.org/wiki/Q3578586","display_name":"Spatial ecology","level":2,"score":0.3093999922275543},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.29589998722076416},{"id":"https://openalex.org/C49545453","wikidata":"https://www.wikidata.org/wiki/Q69883","display_name":"Urban planning","level":2,"score":0.289000004529953},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.2874000072479248},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.2827000021934509},{"id":"https://openalex.org/C41856607","wikidata":"https://www.wikidata.org/wiki/Q483130","display_name":"Geographic information system","level":2,"score":0.2815999984741211},{"id":"https://openalex.org/C2776088427","wikidata":"https://www.wikidata.org/wiki/Q378859","display_name":"Pattern detection","level":2,"score":0.27239999175071716},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.27230000495910645},{"id":"https://openalex.org/C150060386","wikidata":"https://www.wikidata.org/wiki/Q7574054","display_name":"Spatial correlation","level":2,"score":0.2696000039577484},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.26649999618530273},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.26170000433921814},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2567000091075897},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.2563000023365021}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/idsta66210.2025.11202794","is_oa":false,"landing_page_url":"https://doi.org/10.1109/idsta66210.2025.11202794","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 Sixth International Conference on Intelligent Data Science Technologies and Applications (IDSTA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.8138086199760437,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1971022913","https://openalex.org/W2121627922","https://openalex.org/W4385658025","https://openalex.org/W4387263407","https://openalex.org/W4388430367","https://openalex.org/W4393217823"],"related_works":[],"abstract_inverted_index":{"Urban":[0],"planners":[1],"increasingly":[2],"require":[3],"integrated":[4],"insights":[5],"into":[6],"mobility":[7,34,48],"patterns":[8],"and":[9,36,49,56,65],"air":[10],"quality":[11],"dynamics.":[12],"This":[13],"paper":[14],"presents":[15],"a":[16],"spatiotemporal":[17],"clustering":[18,22],"framework":[19],"using":[20,57],"advanced":[21],"algorithms":[23],"applied":[24],"to":[25,28,59,69,72],"Chicago":[26],"City":[27],"investigate":[29],"the":[30],"correlation":[31],"between":[32],"rideshare":[33],"flows":[35],"pollution":[37],"hotspots.":[38],"An":[39],"end-to-end":[40],"data":[41],"processing":[42],"pipeline":[43],"is":[44],"described,":[45],"integrating":[46],"heterogeneous":[47],"environmental":[50],"datasets,":[51],"applying":[52],"geohash-based":[53],"spatial":[54],"alignment,":[55],"ST-DBSCAN":[58],"detect":[60],"meaningful":[61],"clusters.":[62],"Statistical":[63],"validation":[64],"geovisualization":[66],"are":[67],"used":[68],"enable":[70],"policymakers":[71],"derive":[73],"actionable":[74],"strategies":[75],"for":[76],"healthier":[77],"urban":[78],"environments.":[79]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-24T00:00:00"}
