{"id":"https://openalex.org/W2736546671","doi":"https://doi.org/10.3929/ethz-b-000165298","title":"Data-Driven Transit Simulation","display_name":"Data-Driven Transit Simulation","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2736546671","doi":"https://doi.org/10.3929/ethz-b-000165298","mag":"2736546671"},"language":"en","primary_location":{"id":"pmh:oai:www.research-collection.ethz.ch:20.500.11850/165298","is_oa":true,"landing_page_url":"http://hdl.handle.net/20.500.11850/165298","pdf_url":"http://hdl.handle.net/20.500.11850/165298","source":{"id":"https://openalex.org/S4306402302","display_name":"Repository for Publications and Research Data (ETH Zurich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I35440088","host_organization_name":"ETH Zurich","host_organization_lineage":["https://openalex.org/I35440088"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/doctoralThesis"},"type":"dissertation","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/20.500.11850/165298","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056867184","display_name":"Pieter J. Fourie","orcid":"https://orcid.org/0000-0003-4694-3357"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Fourie, Pieter J.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5056867184"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9926000237464905,"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":0.9926000237464905,"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/T10698","display_name":"Transportation Planning and Optimization","score":0.9042999744415283,"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/transit","display_name":"Transit (satellite)","score":0.6251248121261597},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48064079880714417},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.30800020694732666},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2422812581062317},{"id":"https://openalex.org/keywords/public-transport","display_name":"Public transport","score":0.18255487084388733}],"concepts":[{"id":"https://openalex.org/C2778022998","wikidata":"https://www.wikidata.org/wiki/Q651136","display_name":"Transit (satellite)","level":3,"score":0.6251248121261597},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48064079880714417},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.30800020694732666},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2422812581062317},{"id":"https://openalex.org/C539828613","wikidata":"https://www.wikidata.org/wiki/Q178512","display_name":"Public transport","level":2,"score":0.18255487084388733}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:www.research-collection.ethz.ch:20.500.11850/165298","is_oa":true,"landing_page_url":"http://hdl.handle.net/20.500.11850/165298","pdf_url":"http://hdl.handle.net/20.500.11850/165298","source":{"id":"https://openalex.org/S4306402302","display_name":"Repository for Publications and Research Data (ETH Zurich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I35440088","host_organization_name":"ETH Zurich","host_organization_lineage":["https://openalex.org/I35440088"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/doctoralThesis"},{"id":"doi:10.3929/ethz-b-000165298","is_oa":true,"landing_page_url":"https://doi.org/10.3929/ethz-b-000165298","pdf_url":null,"source":{"id":"https://openalex.org/S7407051236","display_name":"ETH Z\u00fcrich Research Collection","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"thesis"},{"id":"mag:2736546671","is_oa":false,"landing_page_url":"https://www.research-collection.ethz.ch/handle/20.500.11850/165298","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:www.research-collection.ethz.ch:20.500.11850/165298","is_oa":true,"landing_page_url":"http://hdl.handle.net/20.500.11850/165298","pdf_url":"http://hdl.handle.net/20.500.11850/165298","source":{"id":"https://openalex.org/S4306402302","display_name":"Repository for Publications and Research Data (ETH Zurich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I35440088","host_organization_name":"ETH Zurich","host_organization_lineage":["https://openalex.org/I35440088"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/doctoralThesis"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2736546671.pdf","grobid_xml":"https://content.openalex.org/works/W2736546671.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2970113994","https://openalex.org/W2588024914","https://openalex.org/W1983939224","https://openalex.org/W2354994962","https://openalex.org/W639805659","https://openalex.org/W2758429585","https://openalex.org/W2566169640","https://openalex.org/W1992824741","https://openalex.org/W253389631","https://openalex.org/W2496853269","https://openalex.org/W2613766994","https://openalex.org/W589117633","https://openalex.org/W2049061247","https://openalex.org/W3139688350","https://openalex.org/W3123504364","https://openalex.org/W2029895726","https://openalex.org/W2911672596","https://openalex.org/W3000449725","https://openalex.org/W2027629216","https://openalex.org/W3123848482"],"abstract_inverted_index":{"This":[0],"thesis":[1,112],"details":[2],"the":[3,29,46,56,91,95,103,111,170],"design":[4],"of":[5,22,42,45,68,90,94,102,117],"a":[6,40,61,72,107,115,121,132,142,152,158],"modified":[7],"MATSim":[8,73,128,136,150],"agent-based":[9,85],"simulation":[10,57,74,104,125],"system":[11],"that":[12,164],"is":[13],"driven":[14],"by":[15],"transit":[16],"smart":[17,30,76],"card":[18,31,77],"data.A":[19],"complete":[20],"set":[21],"bus":[23,69],"vehicle":[24],"trajectories":[25,34],"are":[26,35],"reconstructed":[27,33],"from":[28],"transactions.The":[32],"then":[36],"used":[37,167],"to":[38,123,134,145,160,168],"estimate":[39],"number":[41,116],"regression":[43],"models":[44,54],"speed":[47],"at":[48],"which":[49,65],"buses":[50],"travel":[51,86],"between":[52],"stops.These":[53],"drive":[55,169],"dynamics,":[58],"along":[59],"with":[60,157],"dwell":[62],"time":[63],"model":[64],"takes":[66],"account":[67],"ridership,":[70],"in":[71,130,149],"where":[75],"transaction":[78],"records":[79],"have":[80],"been":[81],"transformed":[82],"into":[83],"an":[84,88],"demand.Besides":[87],"exposition":[89],"various":[92],"elements":[93],"data-driven":[96],"system,":[97],"as":[98,100],"well":[99],"validation":[101],"output":[105],"and":[106,155],"test":[108],"case":[109],"scenario,":[110],"also":[113],"covers":[114],"related":[118],"topics,":[119],"including":[120],"technique":[122,159],"improve":[124],"times":[126],"for":[127],"simulations":[129,137],"general,":[131],"method":[133],"distribute":[135],"across":[138],"multiple":[139],"computer":[140],"nodes,":[141],"useful":[143],"approach":[144],"perform":[146],"parameter":[147],"optimisation":[148],"using":[151],"Kriging":[153],"meta-model,":[154],"ends":[156],"synthesise":[161],"surrogate":[162],"data":[163],"could":[165],"be":[166],"simulation,":[171],"while":[172],"eliminating":[173],"any":[174],"associated":[175],"privacy":[176],"concerns.":[177]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2025-10-10T00:00:00"}
