{"id":"https://openalex.org/W4414144705","doi":"https://doi.org/10.1007/978-3-032-04375-7_19","title":"From Shared Occupancy Patterns to\u00a0Improved Forecasts: Behavioral Clustering and\u00a0Selective Deployment in\u00a0Urban Parking","display_name":"From Shared Occupancy Patterns to\u00a0Improved Forecasts: Behavioral Clustering and\u00a0Selective Deployment in\u00a0Urban Parking","publication_year":2025,"publication_date":"2025-09-09","ids":{"openalex":"https://openalex.org/W4414144705","doi":"https://doi.org/10.1007/978-3-032-04375-7_19"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-04375-7_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-04375-7_19","pdf_url":null,"source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"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 Business Information Processing","raw_type":"book-chapter"},"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":"https://openalex.org/A5029373519","display_name":"Thomas M\u00fcller","orcid":"https://orcid.org/0000-0003-0492-6057"},"institutions":[{"id":"https://openalex.org/I164387090","display_name":"University of Applied Sciences Mainz","ror":"https://ror.org/02re32a17","country_code":"DE","type":"education","lineage":["https://openalex.org/I164387090"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Thomas M\u00fcller","raw_affiliation_strings":["Mainz University of Applied Sciences, Lucy-Hillebrand-Stra\u00dfe 2, 55128, Mainz, Germany"],"raw_orcid":"https://orcid.org/0000-0003-0492-6057","affiliations":[{"raw_affiliation_string":"Mainz University of Applied Sciences, Lucy-Hillebrand-Stra\u00dfe 2, 55128, Mainz, Germany","institution_ids":["https://openalex.org/I164387090"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5029373519"],"corresponding_institution_ids":["https://openalex.org/I164387090"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.31713653,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"307","last_page":"317"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12546","display_name":"Smart Parking Systems Research","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12546","display_name":"Smart Parking Systems Research","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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":0.9954000115394592,"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/T10698","display_name":"Transportation Planning and Optimization","score":0.9929999709129333,"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":0.7314000129699707},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.7172999978065491},{"id":"https://openalex.org/keywords/occupancy","display_name":"Occupancy","score":0.5946999788284302},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5023000240325928},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.49810001254081726},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.49410000443458557},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.48159998655319214},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.42500001192092896}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7314000129699707},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.7172999978065491},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6538000106811523},{"id":"https://openalex.org/C160331591","wikidata":"https://www.wikidata.org/wiki/Q7075743","display_name":"Occupancy","level":2,"score":0.5946999788284302},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5023000240325928},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.49810001254081726},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.49410000443458557},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.48159998655319214},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4749999940395355},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.42500001192092896},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3977999985218048},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.38199999928474426},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37610000371932983},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.3192000091075897},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.31369999051094055},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.3109999895095825},{"id":"https://openalex.org/C83804111","wikidata":"https://www.wikidata.org/wiki/Q1063558","display_name":"Behavioral pattern","level":2,"score":0.29649999737739563},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.2793999910354614},{"id":"https://openalex.org/C2781390188","wikidata":"https://www.wikidata.org/wiki/Q25203449","display_name":"Spike (software development)","level":2,"score":0.2639999985694885},{"id":"https://openalex.org/C2777427512","wikidata":"https://www.wikidata.org/wiki/Q6501349","display_name":"Parking lot","level":2,"score":0.25870001316070557}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-04375-7_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-04375-7_19","pdf_url":null,"source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"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 Business Information Processing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1615615219","https://openalex.org/W1828498607","https://openalex.org/W1894414046","https://openalex.org/W2009082127","https://openalex.org/W2278984902","https://openalex.org/W2346709712","https://openalex.org/W2551956335","https://openalex.org/W2760894977","https://openalex.org/W2797928606","https://openalex.org/W2883806129","https://openalex.org/W2963507686","https://openalex.org/W2967988901","https://openalex.org/W2970658101","https://openalex.org/W3008295592","https://openalex.org/W3054552769","https://openalex.org/W3098846496","https://openalex.org/W3099802519","https://openalex.org/W3123554539","https://openalex.org/W3172514114","https://openalex.org/W4205187729","https://openalex.org/W4283717733","https://openalex.org/W4306149771","https://openalex.org/W4379054030","https://openalex.org/W4406670182"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4282043467","https://openalex.org/W2105697914","https://openalex.org/W2202433167","https://openalex.org/W3093197249","https://openalex.org/W1540010871","https://openalex.org/W3023979140","https://openalex.org/W3177545769"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}
