{"id":"https://openalex.org/W2966998093","doi":"https://doi.org/10.1109/sds.2019.00011","title":"Predictive Modeling for Optimization of Field Operations in Bike-Sharing Systems","display_name":"Predictive Modeling for Optimization of Field Operations in Bike-Sharing Systems","publication_year":2019,"publication_date":"2019-06-01","ids":{"openalex":"https://openalex.org/W2966998093","doi":"https://doi.org/10.1109/sds.2019.00011","mag":"2966998093"},"language":"en","primary_location":{"id":"doi:10.1109/sds.2019.00011","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sds.2019.00011","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 6th Swiss Conference on Data Science (SDS)","raw_type":"proceedings-article"},"type":"article","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/A5062854909","display_name":"Simon Ruffieux","orcid":"https://orcid.org/0000-0003-0398-1660"},"institutions":[{"id":"https://openalex.org/I4210109379","display_name":"HES-SO Fribourg","ror":"https://ror.org/02kkwkt79","country_code":"CH","type":"education","lineage":["https://openalex.org/I173439891","https://openalex.org/I4210109379"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Simon Ruffieux","raw_affiliation_strings":["HumanTech Institute, University of Applied Sciences and Arts of Western Switzerland, Fribourg, Switzerland"],"affiliations":[{"raw_affiliation_string":"HumanTech Institute, University of Applied Sciences and Arts of Western Switzerland, Fribourg, Switzerland","institution_ids":["https://openalex.org/I4210109379"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074717197","display_name":"Elena Mugellini","orcid":"https://orcid.org/0000-0002-0775-0862"},"institutions":[{"id":"https://openalex.org/I4210109379","display_name":"HES-SO Fribourg","ror":"https://ror.org/02kkwkt79","country_code":"CH","type":"education","lineage":["https://openalex.org/I173439891","https://openalex.org/I4210109379"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Elena Mugellini","raw_affiliation_strings":["HumanTech Institute, University of Applied Sciences and Arts of Western Switzerland, Fribourg, Switzerland"],"affiliations":[{"raw_affiliation_string":"HumanTech Institute, University of Applied Sciences and Arts of Western Switzerland, Fribourg, Switzerland","institution_ids":["https://openalex.org/I4210109379"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067556490","display_name":"Omar Abou Khaled","orcid":"https://orcid.org/0000-0002-0178-9037"},"institutions":[{"id":"https://openalex.org/I4210109379","display_name":"HES-SO Fribourg","ror":"https://ror.org/02kkwkt79","country_code":"CH","type":"education","lineage":["https://openalex.org/I173439891","https://openalex.org/I4210109379"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Omar Abou Khaled","raw_affiliation_strings":["HumanTech Institute, University of Applied Sciences and Arts of Western Switzerland, Fribourg, Switzerland"],"affiliations":[{"raw_affiliation_string":"HumanTech Institute, University of Applied Sciences and Arts of Western Switzerland, Fribourg, Switzerland","institution_ids":["https://openalex.org/I4210109379"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5062854909"],"corresponding_institution_ids":["https://openalex.org/I4210109379"],"apc_list":null,"apc_paid":null,"fwci":0.7241,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.80857693,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"12","issue":null,"first_page":"119","last_page":"124"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10298","display_name":"Urban Transport and Accessibility","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9962000250816345,"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/T12546","display_name":"Smart Parking Systems Research","score":0.9894000291824341,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.704813539981842},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.663650393486023},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.5823217034339905},{"id":"https://openalex.org/keywords/bike-sharing","display_name":"Bike sharing","score":0.5447512269020081},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.45713719725608826},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.44743600487709045},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4466516971588135},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3763945698738098},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.3391072154045105},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.32680290937423706},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21039709448814392},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.15415504574775696}],"concepts":[{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.704813539981842},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.663650393486023},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.5823217034339905},{"id":"https://openalex.org/C2994001137","wikidata":"https://www.wikidata.org/wiki/Q1358919","display_name":"Bike sharing","level":2,"score":0.5447512269020081},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.45713719725608826},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.44743600487709045},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4466516971588135},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3763945698738098},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.3391072154045105},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.32680290937423706},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21039709448814392},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.15415504574775696},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/sds.2019.00011","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sds.2019.00011","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 6th Swiss Conference on Data Science (SDS)","raw_type":"proceedings-article"},{"id":"pmh:oai:hesso.tind.io:4522","is_oa":false,"landing_page_url":"https://www.sds2019.ch/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402432","display_name":"ArODES (HES-SO (https://www.hes-so.ch/))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210088449","host_organization_name":"HES-SO Gen\u00e8ve","host_organization_lineage":["https://openalex.org/I4210088449"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://arodes.hes-so.ch/record/4522","raw_type":"Text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W109636739","https://openalex.org/W2054274567","https://openalex.org/W2060834546","https://openalex.org/W2101234009","https://openalex.org/W2219172910","https://openalex.org/W2358962606","https://openalex.org/W2440547490","https://openalex.org/W2460480794","https://openalex.org/W2510633859","https://openalex.org/W2605114698","https://openalex.org/W2783246702","https://openalex.org/W2791959023","https://openalex.org/W2792879906","https://openalex.org/W2904915985","https://openalex.org/W3157324897","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W3111073373","https://openalex.org/W2908477776","https://openalex.org/W3126869868","https://openalex.org/W2990699700","https://openalex.org/W2792829451","https://openalex.org/W2995734456","https://openalex.org/W2777691585","https://openalex.org/W3006260484","https://openalex.org/W2046286595","https://openalex.org/W2581205918","https://openalex.org/W3034276594","https://openalex.org/W2997411708","https://openalex.org/W2010828625","https://openalex.org/W3202145848","https://openalex.org/W3081340405","https://openalex.org/W3025494476","https://openalex.org/W2007944266","https://openalex.org/W2525881879","https://openalex.org/W2973792148","https://openalex.org/W2973644052"],"abstract_inverted_index":{"This":[0],"article":[1],"presents":[2],"a":[3,59],"framework":[4],"to":[5],"facilitate":[6],"and":[7,37,45],"optimize":[8],"the":[9,27,38,65,70],"management":[10],"of":[11,55,69],"field":[12],"operations":[13,44],"for":[14],"bike-sharing":[15,61],"companies.":[16],"The":[17,50],"study":[18],"focuses":[19],"on":[20,24,52],"two":[21],"modules":[22],"based":[23],"artificial":[25],"intelligence:":[26],"prediction":[28],"module":[29,40],"forecasts":[30],"bikes":[31],"availability":[32],"at":[33],"station-level":[34],"using":[35,47],"machine-learning":[36],"rebalancing":[39,43],"provides":[41],"optimal":[42],"routes":[46],"constraint":[48],"programming.":[49],"evaluation":[51],"9":[53],"months":[54],"data":[56],"collected":[57],"from":[58],"real":[60],"network":[62],"notably":[63],"highlighted":[64],"superior":[66],"forecasting":[67],"accuracy":[68],"Multilayer":[71],"Perceptron":[72],"algorithm.":[73]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
