{"id":"https://openalex.org/W2329323172","doi":"https://doi.org/10.1109/itsc.2015.43","title":"Complementing Travel Diary Surveys with Twitter Data: Application of Text Mining Techniques on Activity Location, Type and Time","display_name":"Complementing Travel Diary Surveys with Twitter Data: Application of Text Mining Techniques on Activity Location, Type and Time","publication_year":2015,"publication_date":"2015-09-01","ids":{"openalex":"https://openalex.org/W2329323172","doi":"https://doi.org/10.1109/itsc.2015.43","mag":"2329323172"},"language":"en","primary_location":{"id":"doi:10.1109/itsc.2015.43","doi":"https://doi.org/10.1109/itsc.2015.43","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itsc.2015.43","pdf_url":null,"source":{"id":"https://openalex.org/S4363607737","display_name":"IEEE International Conference on Intelligent Transportation Systems (ITSC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 18th International Conference on Intelligent Transportation Systems","raw_type":"proceedings-article"},"volume":null,"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/A5026360989","display_name":"Mojtaba Maghrebi","orcid":"https://orcid.org/0000-0001-7284-9095","observed_orcids":["https://orcid.org/0000-0001-7284-9095"]},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mojtaba Maghrebi","raw_affiliation_strings":["School of Civil and Environmental Engineering, University of New South Wales (UNSW), Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Civil and Environmental Engineering, University of New South Wales (UNSW), Sydney, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032447371","display_name":"Alireza Abbasi","orcid":"https://orcid.org/0000-0001-9136-1837","observed_orcids":["https://orcid.org/0000-0001-9136-1837"]},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]},{"id":"https://openalex.org/I4394709116","display_name":"UNSW Canberra","ror":"https://ror.org/0125wpx05","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571","https://openalex.org/I4394709116"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Alireza Abbasi","raw_affiliation_strings":["School of Engineering and IT, University of New South Wales (UNSW), Canberra, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and IT, University of New South Wales (UNSW), Canberra, Australia","institution_ids":["https://openalex.org/I31746571","https://openalex.org/I4394709116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084992100","display_name":"Taha Hossein Rashidi","orcid":"https://orcid.org/0000-0002-0673-5011","observed_orcids":["https://orcid.org/0000-0002-0673-5011"]},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Taha Hossein Rashidi","raw_affiliation_strings":["School of Civil and Environmental Engineering, University of New South Wales (UNSW), Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Civil and Environmental Engineering, University of New South Wales (UNSW), Sydney, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012107020","display_name":"Steven Travis Waller","orcid":"https://orcid.org/0000-0002-2939-2090","observed_orcids":["https://orcid.org/0000-0002-2939-2090"]},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"S. Travis Waller","raw_affiliation_strings":["School of Civil and Environmental Engineering, University of New South Wales (UNSW), Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Civil and Environmental Engineering, University of New South Wales (UNSW), Sydney, Australia","institution_ids":["https://openalex.org/I31746571"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.0973,"has_fulltext":false,"cited_by_count":42,"citation_normalized_percentile":{"value":0.96368159,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"208","last_page":"213"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9990000128746033,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9990000128746033,"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":0.00039999998989515007,"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/T11106","display_name":"Data Management and Algorithms","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/tweets","display_name":"tweets","score":0.8149999976158142},{"id":"https://openalex.org/keywords/activity-classification","display_name":"activity classification","score":0.6230000257492065},{"id":"https://openalex.org/keywords/geolocation-data","display_name":"geolocation data","score":0.5339999794960022},{"id":"https://openalex.org/keywords/spatial-distribution-of-activities","display_name":"spatial distribution of activities","score":0.8429999947547913},{"id":"https://openalex.org/keywords/activity-location","display_name":"activity location","score":0.3959999978542328},{"id":"https://openalex.org/keywords/peak-and-off-peak-periods","display_name":"peak and off-peak hours","score":0.6980000138282776},{"id":"https://openalex.org/keywords/activity-networks","display_name":"activity networks","score":0.4749999940395355},{"id":"https://openalex.org/keywords/crowd-management","display_name":"crowd management","score":0.6480000019073486},{"id":"https://openalex.org/keywords/sydney-metropolitan-area","display_name":"Sydney metropolitan area","score":0.796999990940094}],"concepts":[{"id":"https://openalex.org/C22041718","wikidata":"https://www.wikidata.org/wiki/Q638949","display_name":"Geolocation","level":2,"score":0.9323741793632507},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6503165364265442},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6440681219100952},{"id":"https://openalex.org/C158739034","wikidata":"https://www.wikidata.org/wiki/Q1907114","display_name":"Metropolitan area","level":2,"score":0.6367743015289307},{"id":"https://openalex.org/C110269972","wikidata":"https://www.wikidata.org/wiki/Q184872","display_name":"Recreation","level":2,"score":0.586319088935852},{"id":"https://openalex.org/C143275388","wikidata":"https://www.wikidata.org/wiki/Q92438","display_name":"Microblogging","level":3,"score":0.5682349801063538},{"id":"https://openalex.org/C18918823","wikidata":"https://www.wikidata.org/wiki/Q49389","display_name":"Tourism","level":2,"score":0.560969352722168},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5419121980667114},{"id":"https://openalex.org/C53605480","wikidata":"https://www.wikidata.org/wiki/Q852595","display_name":"Geotagging","level":2,"score":0.5080652236938477},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5048492550849915},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.48752638697624207},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.47288647294044495},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.45559361577033997},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.38599875569343567},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.36700570583343506},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3587726652622223},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/itsc.2015.43","doi":"https://doi.org/10.1109/itsc.2015.43","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itsc.2015.43","pdf_url":null,"source":{"id":"https://openalex.org/S4363607737","display_name":"IEEE International Conference on Intelligent Transportation Systems (ITSC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 18th International Conference on Intelligent Transportation Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.7646999955177307,"display_name":"Sustainable cities and communities"}],"sustainable_development_goals_aurora":[{"id":"https://metadata.un.org/sdg/11","score":0.5,"display_name":"Sustainable cities and communities"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W86391898","https://openalex.org/W150405863","https://openalex.org/W153635419","https://openalex.org/W571437181","https://openalex.org/W1932564750","https://openalex.org/W1984189333","https://openalex.org/W1985101747","https://openalex.org/W2020527831","https://openalex.org/W2035082722","https://openalex.org/W2039042488","https://openalex.org/W2044330657","https://openalex.org/W2064837491","https://openalex.org/W2071234488","https://openalex.org/W2093232564","https://openalex.org/W2125761757","https://openalex.org/W2131100936","https://openalex.org/W2133046612","https://openalex.org/W2235491095","https://openalex.org/W2279322200","https://openalex.org/W2316565459","https://openalex.org/W6660387011","https://openalex.org/W6678825698","https://openalex.org/W7015320248"],"related_works":["https://openalex.org/W2963807800","https://openalex.org/W3037094242","https://openalex.org/W2747720354","https://openalex.org/W1953084500","https://openalex.org/W4214489057","https://openalex.org/W3124236947","https://openalex.org/W2153566743","https://openalex.org/W6927407662","https://openalex.org/W1985101747","https://openalex.org/W3156024317"],"abstract_inverted_index":{"A":[0],"growing":[1],"body":[2],"of":[3,48,61,71,101,117,124,143,161,207],"literature":[4],"in":[5,21,34,66,112,147,209],"social":[6,16,35],"science":[7],"has":[8],"been":[9],"devoted":[10],"to":[11,18,39,154,179,203],"extracting":[12],"new":[13],"information":[14,32],"from":[15],"media":[17,36],"assist":[19],"authorities":[20],"manage":[22],"crowd":[23],"projects.":[24],"In":[25],"this":[26,56,113,118],"paper":[27],"geolocation":[28],"(or":[29],"spatial)":[30],"based":[31],"provided":[33],"is":[37,53,76,120,177],"investigated":[38],"utilize":[40],"intelligent":[41],"transportation":[42],"services.":[43],"Further,":[44],"the":[45,72,83,109,115,122,125,148,155,159,193,196,205],"general":[46],"trend":[47,206],"travel":[49],"activities":[50,144,187],"during":[51],"weekdays":[52],"studied.":[54],"For":[55],"purpose,":[57],"a":[58,79,99,181,210],"dataset":[59],"consisting":[60],"more":[62],"than":[63,128],"40,000":[64],"tweets":[65,84,126],"south":[67],"and":[68,106,140,170,188,190],"west":[69],"part":[70],"Sydney":[73,162],"metropolitan":[74],"area":[75],"utilized.":[77],"After":[78],"data":[80,132],"processing":[81],"effort,":[82],"are":[85,145,152,201],"clustered":[86],"into":[87],"seven":[88],"main":[89],"categories":[90],"using":[91,130],"text":[92],"mining":[93],"techniques,":[94],"where":[95],"each":[96],"category":[97],"represents":[98],"type":[100],"activity":[102,137],"including":[103],"shopping,":[104],"recreation,":[105],"work.":[107],"Unlike":[108],"previous":[110],"studies":[111],"area,":[114],"focus":[116],"work":[119],"on":[121],"content":[123],"rather":[127],"only":[129],"geotagged":[131],"or":[133],"sentiment":[134],"analysis.":[135],"Beside":[136],"type,":[138],"temporal":[139],"spatial":[141],"distributions":[142],"used":[146,178,202],"classification":[149],"exercise.":[150],"Categories":[151],"mapped":[153],"identified":[156],"regions":[157],"within":[158],"city":[160],"across":[163],"four":[164],"time":[165,175],"slots":[166],"(two":[167],"peak":[168],"periods":[169],"two":[171],"off-peak":[172],"periods).":[173],"Each":[174],"slot":[176],"construct":[180],"network":[182],"with":[183],"nodes":[184],"representing":[185],"people,":[186],"locations":[189],"edges":[191],"reflecting":[192],"association":[194],"between":[195],"nodes.":[197],"The":[198],"constructed":[199],"networks":[200],"study":[204],"activities/locations":[208],"typical":[211],"working":[212],"day.":[213]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2026-10-27T15:51:10.671819","created_date":"2016-06-24T00:00:00"}
