{"id":"https://openalex.org/W7161972533","doi":"https://doi.org/10.1016/j.future.2026.108583","title":"A digital twin-based multi-horizon passenger demand forecasting framework for public transits","display_name":"A digital twin-based multi-horizon passenger demand forecasting framework for public transits","publication_year":2026,"publication_date":"2026-05-21","ids":{"openalex":"https://openalex.org/W7161972533","doi":"https://doi.org/10.1016/j.future.2026.108583"},"language":"en","primary_location":{"id":"doi:10.1016/j.future.2026.108583","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.future.2026.108583","pdf_url":null,"source":{"id":"https://openalex.org/S186357190","display_name":"Future Generation Computer Systems","issn_l":"0167-739X","issn":["0167-739X","1872-7115"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Generation Computer Systems","raw_type":"journal-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/A5136715153","display_name":"Tashneet Kaur","orcid":null},"institutions":[{"id":"https://openalex.org/I75381157","display_name":"Wilfrid Laurier University","ror":"https://ror.org/00fn7gb05","country_code":"CA","type":"education","lineage":["https://openalex.org/I75381157"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Tashneet Kaur","raw_affiliation_strings":["Department of Computer Science and Physics, Wilfrid Laurier University, Waterloo, Ontario, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Physics, Wilfrid Laurier University, Waterloo, Ontario, Canada","institution_ids":["https://openalex.org/I75381157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136701321","display_name":"Sukhjit Singh Sehra","orcid":"https://orcid.org/0000-0001-9058-7869"},"institutions":[{"id":"https://openalex.org/I75381157","display_name":"Wilfrid Laurier University","ror":"https://ror.org/00fn7gb05","country_code":"CA","type":"education","lineage":["https://openalex.org/I75381157"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Sukhjit Singh Sehra","raw_affiliation_strings":["Department of Computer Science and Physics, Wilfrid Laurier University, Waterloo, Ontario, Canada"],"raw_orcid":"https://orcid.org/0000-0001-9058-7869","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Physics, Wilfrid Laurier University, Waterloo, Ontario, Canada","institution_ids":["https://openalex.org/I75381157"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5136630211","display_name":"Hoora Fakhrmoosavy","orcid":null},"institutions":[{"id":"https://openalex.org/I6615443","display_name":"Hydro One (Canada)","ror":"https://ror.org/01q4pk532","country_code":"CA","type":"company","lineage":["https://openalex.org/I6615443"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Hoora Fakhrmoosavy","raw_affiliation_strings":["Data & AI, Hydro One, Toronto, Ontario, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Data & AI, Hydro One, Toronto, Ontario, Canada","institution_ids":["https://openalex.org/I6615443"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5136701321"],"corresponding_institution_ids":["https://openalex.org/I75381157"],"apc_list":{"value":3340,"currency":"USD","value_usd":3340},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.725179,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"184","issue":null,"first_page":"108583","last_page":"108583"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.8215000033378601,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.8215000033378601,"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":0.037700001150369644,"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":0.03539999946951866,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/public-transport","display_name":"Public transport","score":0.5238999724388123},{"id":"https://openalex.org/keywords/demand-forecasting","display_name":"Demand forecasting","score":0.42329999804496765},{"id":"https://openalex.org/keywords/passenger-transport","display_name":"Passenger transport","score":0.37700000405311584},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.27880001068115234},{"id":"https://openalex.org/keywords/air-travel","display_name":"Air travel","score":0.2696000039577484}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8181999921798706},{"id":"https://openalex.org/C539828613","wikidata":"https://www.wikidata.org/wiki/Q178512","display_name":"Public transport","level":2,"score":0.5238999724388123},{"id":"https://openalex.org/C193809577","wikidata":"https://www.wikidata.org/wiki/Q3409300","display_name":"Demand forecasting","level":2,"score":0.42329999804496765},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.40779998898506165},{"id":"https://openalex.org/C3018364605","wikidata":"https://www.wikidata.org/wiki/Q7590","display_name":"Passenger transport","level":2,"score":0.37700000405311584},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.27880001068115234},{"id":"https://openalex.org/C2985550459","wikidata":"https://www.wikidata.org/wiki/Q376880","display_name":"Air travel","level":3,"score":0.2696000039577484},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2651999890804291},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.2644999921321869},{"id":"https://openalex.org/C21001229","wikidata":"https://www.wikidata.org/wiki/Q182868","display_name":"Weather forecasting","level":2,"score":0.24250000715255737}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.future.2026.108583","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.future.2026.108583","pdf_url":null,"source":{"id":"https://openalex.org/S186357190","display_name":"Future Generation Computer Systems","issn_l":"0167-739X","issn":["0167-739X","1872-7115"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Generation Computer Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320313602","display_name":"Wilfrid Laurier University","ror":"https://ror.org/00fn7gb05"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1973943669","https://openalex.org/W2113298739","https://openalex.org/W2170734730","https://openalex.org/W2751650042","https://openalex.org/W2947812485","https://openalex.org/W2949685089","https://openalex.org/W2964955272","https://openalex.org/W2969877590","https://openalex.org/W2999104741","https://openalex.org/W3044263568","https://openalex.org/W3156170057","https://openalex.org/W3157038199","https://openalex.org/W3186458388","https://openalex.org/W4225537087","https://openalex.org/W4281651051","https://openalex.org/W4291178899","https://openalex.org/W4292728587","https://openalex.org/W4311644688","https://openalex.org/W4315481948","https://openalex.org/W4323022336","https://openalex.org/W4327738709","https://openalex.org/W4365514314","https://openalex.org/W4383373112","https://openalex.org/W4389936980","https://openalex.org/W4390459366","https://openalex.org/W4392659714","https://openalex.org/W4392810488","https://openalex.org/W4394790048","https://openalex.org/W4396941492","https://openalex.org/W4399039305","https://openalex.org/W4399199567","https://openalex.org/W4401345510","https://openalex.org/W4401872781","https://openalex.org/W4402438362","https://openalex.org/W4405010122","https://openalex.org/W4408277898","https://openalex.org/W4408420295","https://openalex.org/W4409563344","https://openalex.org/W4411156153","https://openalex.org/W4414399269","https://openalex.org/W4415828347","https://openalex.org/W7124830363"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-14T06:11:07.267592","created_date":"2026-05-22T00:00:00"}
