메뉴 건너뛰기




Volumn 49, Issue , 2015, Pages 39-51

The digital matatu project: Using cell phones to create an open source data for Nairobi's semi-formal bus system

Author keywords

African transit; Data standards; General Transit Feed Specification (GTFS); Informal transit; Informality; International; Kenya; Matatu; Mobile data collection; Mobile phones; Nairobi; Open data; Paratransit; Semi formal transit

Indexed keywords

BUS TRANSPORT; DATA MANAGEMENT; DEVELOPING WORLD; MOBILE COMMUNICATION; PUBLIC TRANSPORT; STRATEGIC APPROACH; TRANSPORTATION PLANNING; TRANSPORTATION SYSTEM; TRANSPORTATION TECHNOLOGY;

EID: 84945584433     PISSN: 09666923     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jtrangeo.2015.10.005     Document Type: Article
Times cited : (77)

References (52)
  • 3
    • 84945535406 scopus 로고    scopus 로고
    • An evaluation of policy approaches to upgrading and integrating paratransit in African urban public transport systems: results of the first round of a Delphi survey
    • Behrens Roger, McCormick D., Mfinanga D.A. An evaluation of policy approaches to upgrading and integrating paratransit in African urban public transport systems: results of the first round of a Delphi survey. CODATU XV: The role of urban mobility in (re) shaping cities 2012.
    • (2012) CODATU XV: The role of urban mobility in (re) shaping cities
    • Behrens, R.1    McCormick, D.2    Mfinanga, D.A.3
  • 4
    • 84945558596 scopus 로고    scopus 로고
    • Open trip planner analyst: open source, open data driven transportation network analysis
    • Presented at the Transportation Research Board Annual Meeting 2012, Washington, DC
    • Byrd A., Emory D., Webb K. Open trip planner analyst: open source, open data driven transportation network analysis. Poster P13 - 6039, Session 616 (Open Data in Transportation). Presented at the Transportation Research Board Annual Meeting 2012, Washington, DC 2012.
    • (2012) Poster P13 - 6039, Session 616 (Open Data in Transportation)
    • Byrd, A.1    Emory, D.2    Webb, K.3
  • 6
    • 84884231485 scopus 로고    scopus 로고
    • Expanding the Google Transit Feed Specification to Support Operations and Planning
    • University of South Florida, (November 15, Last accessed 6/11.2015 from:
    • Catala Martin Expanding the Google Transit Feed Specification to Support Operations and Planning. Final Report Contract Number BDK85 977-15 2011, University of South Florida, (November 15, Last accessed 6/11.2015 from: http://www.dot.state.fl.us/research-center/Completed_Proj/Summary_PTO/FDOT_BDK85_977-15_rpt.pdf).
    • (2011) Final Report Contract Number BDK85 977-15
    • Catala, M.1
  • 7
    • 35648983055 scopus 로고    scopus 로고
    • Informal transport in the developing world
    • Cervero Robert Informal transport in the developing world. UN-HABITAT 2000.
    • (2000) UN-HABITAT
    • Cervero, R.1
  • 8
    • 35648973834 scopus 로고    scopus 로고
    • Informal transport: a global perspective
    • Cervero Robert, Golub Aaron Informal transport: a global perspective. Transp. Policy 2007, 14(6):445-457.
    • (2007) Transp. Policy , vol.14 , Issue.6 , pp. 445-457
    • Cervero, R.1    Golub, A.2
  • 10
    • 0033795211 scopus 로고    scopus 로고
    • Development of a transit network from a street map database with spatial analysis and dynamic segmentation
    • Choi Keechoo, Jang Wonjae Development of a transit network from a street map database with spatial analysis and dynamic segmentation. Transp. Res. Part C Emerg. Technol. 2000, 8(1):129-146.
    • (2000) Transp. Res. Part C Emerg. Technol. , vol.8 , Issue.1 , pp. 129-146
    • Choi, K.1    Jang, W.2
  • 12
    • 84936790787 scopus 로고    scopus 로고
    • Applying the general transit feed specification to the Global South: experiences in Mexico City, Mexico-and beyond
    • Eros Emily, Mehndiratta Shomik, Zegras Chris, Webb Kevin, Ochoa Maria Applying the general transit feed specification to the Global South: experiences in Mexico City, Mexico-and beyond. Transp. Res. Rec. J. Transp. Res. Board 2014, 2442:44-52.
    • (2014) Transp. Res. Rec. J. Transp. Res. Board , vol.2442 , pp. 44-52
    • Eros, E.1    Mehndiratta, S.2    Zegras, C.3    Webb, K.4    Ochoa, M.5
  • 13
    • 61349179467 scopus 로고    scopus 로고
    • Constructing an automated bus origin-destination matrix using farecard and global positioning system data in Sao Paulo, Brazil
    • 2072.
    • Farzin Janine M. Constructing an automated bus origin-destination matrix using farecard and global positioning system data in Sao Paulo, Brazil. Transp. Res. Rec. J. Transp. Res. Board 2008, 1:30-37. (2072).
    • (2008) Transp. Res. Rec. J. Transp. Res. Board , vol.1 , pp. 30-37
    • Farzin, J.M.1
  • 14
    • 44849122540 scopus 로고    scopus 로고
    • Understanding individual human mobility patterns
    • Gonzalez Marta C., Hidalgo Cesar A., Barabasi Albert-Laszlo Understanding individual human mobility patterns. Nature 2008, 453(7196):779-782.
    • (2008) Nature , vol.453 , Issue.7196 , pp. 779-782
    • Gonzalez, M.C.1    Hidalgo, C.A.2    Barabasi, A.-L.3
  • 15
    • 84889055195 scopus 로고    scopus 로고
    • Last accessed 6/11/2015
    • Google Developers What is GTFS? Last accessed 6/11/2015. https://developers.google.com/transit/gtfs/.
    • What is GTFS?
  • 16
    • 84945537325 scopus 로고    scopus 로고
    • Mapping informal public transport terminals: the case of tricycles of Brgy. 176, Bagong Silang, Caloocan City
    • The role of urban mobility in (re) shaping cities
    • Guillen Marie Danielle, Cordova Lorenzo Mapping informal public transport terminals: the case of tricycles of Brgy. 176, Bagong Silang, Caloocan City. In: CODATU XV 2012, The role of urban mobility in (re) shaping cities.
    • (2012) In: CODATU XV
    • Guillen, M.D.1    Cordova, L.2
  • 17
    • 84885930272 scopus 로고    scopus 로고
    • Assessing public transport systems connectivity based on Google Transit data
    • Hadas Yuval Assessing public transport systems connectivity based on Google Transit data. J. Transp. Geogr. 2013, 33:105-116.
    • (2013) J. Transp. Geogr. , vol.33 , pp. 105-116
    • Hadas, Y.1
  • 18
    • 77952675249 scopus 로고    scopus 로고
    • Evaluation of traffic data obtained via GPS-enabled mobile phones: The Mobile Century field experiment
    • Herrera Juan C., Work Daniel B., Herring Ryan, Xuegang Jeff Ban, Quinn Jacobson, Bayen Alexandre M. Evaluation of traffic data obtained via GPS-enabled mobile phones: The Mobile Century field experiment. Transp. Res. C. Emerg. Technol. 2010, 18(4):568-583.
    • (2010) Transp. Res. C. Emerg. Technol. , vol.18 , Issue.4 , pp. 568-583
    • Herrera, J.C.1    Work, D.B.2    Herring, R.3    Xuegang, J.B.4    Quinn, J.5    Bayen, A.M.6
  • 19
    • 84945575116 scopus 로고    scopus 로고
    • Mobilizing tech entrepreneurs in africa (innovations case narrative: iHub)
    • Hersman Erik Mobilizing tech entrepreneurs in africa (innovations case narrative: iHub). Innovations 2012, 7(4):59-67.
    • (2012) Innovations , vol.7 , Issue.4 , pp. 59-67
    • Hersman, E.1
  • 20
    • 84945578285 scopus 로고    scopus 로고
    • Last accessed 22/9/2015
    • ITDP, UN-Habitat Nairobi Ndovu/A104 Bus Service Plan Last accessed 22/9/2015. https://www.itdp.org/wp-content/uploads/2015/02/Nairobi-Ndovu-A104-BRT-Service-Plan.pdf.
    • Nairobi Ndovu/A104 Bus Service Plan
  • 21
    • 84945570669 scopus 로고    scopus 로고
    • Move on night transport won't end accidents, says former TLB Chairman Hassan Kamwaro
    • (January 3, Last accessed 6/11/2015
    • Kemei K. Move on night transport won't end accidents, says former TLB Chairman Hassan Kamwaro. East African Standard 2014, (January 3, Last accessed 6/11/2015 http://www.standardmedia.co.ke/?articleID=2000101376&story_title=kamwaro-move-on-night-transport-won-t-end-accidents).
    • (2014) East African Standard
    • Kemei, K.1
  • 22
    • 84945588644 scopus 로고    scopus 로고
    • Kenya National Bureau of Statistics Economic Survey of Kenya http://Last%20Accessed%206/11/15%20https://www.opendata.go.ke/Economy-and-Finance/Economic-Survey-2015/yvq8-75uz.
    • Economic Survey of Kenya
  • 23
    • 84857640543 scopus 로고    scopus 로고
    • Towards a political economy of transportation policy and practice in Nairobi
    • Klopp Jacqueline M. Towards a political economy of transportation policy and practice in Nairobi. Urban Forum 2012, 23(1):1-21.
    • (2012) Urban Forum , vol.23 , Issue.1 , pp. 1-21
    • Klopp, J.M.1
  • 24
    • 84960386048 scopus 로고    scopus 로고
    • Politics, policy and paratransit: a view from Nairobi
    • (forthcoming Routledge), R. Behrens, D. McCormick, D. Mfinanga (Eds.)
    • Klopp' Jacqueline M., Mitullah Winnie Politics, policy and paratransit: a view from Nairobi. Paratransit for African cities 2015, (forthcoming Routledge). R. Behrens, D. McCormick, D. Mfinanga (Eds.).
    • (2015) Paratransit for African cities
    • Klopp', J.M.1    Mitullah, W.2
  • 25
    • 85010394461 scopus 로고    scopus 로고
    • Leveraging cellphones for wayfinding and journey planning in semi-formal bus systems: lessons from Digital Matatus in Nairobi
    • Springer
    • Klopp Jacqueline M., Sarah Williams, Waiganjo Peter, Orwa Dan, White Adam Leveraging cellphones for wayfinding and journey planning in semi-formal bus systems: lessons from Digital Matatus in Nairobi. Planning Support Systems and Smart Cities 2015, Springer.
    • (2015) Planning Support Systems and Smart Cities
    • Klopp, J.M.1    Sarah, W.2    Waiganjo, P.3    Orwa, D.4    White, A.5
  • 26
    • 84901481001 scopus 로고    scopus 로고
    • Designing next generation multimodal traveler information systems to support sustainability-oriented decisions
    • Kramers Anna Designing next generation multimodal traveler information systems to support sustainability-oriented decisions. Environ. Model Softw. 2014, 56:83-93.
    • (2014) Environ. Model Softw. , vol.56 , pp. 83-93
    • Kramers, A.1
  • 27
    • 84864283008 scopus 로고    scopus 로고
    • The role of ICTs in the transformation and the experience of travel
    • Lee-Gosselin Martin E.H., Buliung Ron N. The role of ICTs in the transformation and the experience of travel. Transportation 2012, 39(5):873-876.
    • (2012) Transportation , vol.39 , Issue.5 , pp. 873-876
    • Lee-Gosselin, M.E.H.1    Buliung, R.N.2
  • 30
    • 84945579960 scopus 로고    scopus 로고
    • SA losing to Kenya in tech race
    • (9 June. Last accessed 6/1/2015
    • McLeod David SA losing to Kenya in tech race. TechCentral 2013, (9 June. Last accessed 6/1/2015 http://www.techcentral.co.za/sa-losing-to-kenya-in-tech-race/40955/).
    • (2013) TechCentral
    • McLeod, D.1
  • 31
    • 33846667556 scopus 로고    scopus 로고
    • Thugs or entrepreneurs: perceptions of 'Matatu' operators in Nairobi, 1970 to the present
    • Mutongi K. Thugs or entrepreneurs: perceptions of 'Matatu' operators in Nairobi, 1970 to the present. Afr. J. Int. Afr. Inst. 2006, 76(4):549-568.
    • (2006) Afr. J. Int. Afr. Inst. , vol.76 , Issue.4 , pp. 549-568
    • Mutongi, K.1
  • 32
    • 33749679764 scopus 로고    scopus 로고
    • Mobile landscapes: using location data from cell phones for urban analysis
    • Ratti Carlo, Frenchman Dennis, Pulselli Riccardo Maria, Williams Sarah Mobile landscapes: using location data from cell phones for urban analysis. Environ. Plan. B 2006, 33(5):727-748.
    • (2006) Environ. Plan. B , vol.33 , Issue.5 , pp. 727-748
    • Ratti, C.1    Frenchman, D.2    Pulselli, R.M.3    Williams, S.4
  • 33
    • 84945570652 scopus 로고    scopus 로고
    • Republic of Kenya.Report of the national task force on police reforms Safaricom. Industry Update.12 March 2009 http://Last%20accessed%206/5/2015%20http://www.safaricom.co.ke/fileadmin/template/main/downloads/investor_relations_pdf/Industry%20%20Update%20120309.pdf.
    • Safaricom. Industry Update.12 March 2009
  • 34
    • 84945553336 scopus 로고    scopus 로고
    • (12 March, Last accessed 6/5/2015)
    • Safaricom Industry Update 2009, (12 March, Last accessed 6/5/2015).
    • (2009) Industry Update
  • 35
    • 84255209112 scopus 로고    scopus 로고
    • Urban travel in Nairobi, Kenya: analysis, insights, and opportunities
    • Salon Deborah, Aligula Eric Urban travel in Nairobi, Kenya: analysis, insights, and opportunities. J. Transp. Geogr. 2012, 22:65-76.
    • (2012) J. Transp. Geogr. , vol.22 , pp. 65-76
    • Salon, D.1    Aligula, E.2
  • 36
    • 77955721545 scopus 로고    scopus 로고
    • Mobility, poverty, and gender: travel 'choices' of slum residents in Nairobi, Kenya
    • Salon Deborah, Gulyani S. Mobility, poverty, and gender: travel 'choices' of slum residents in Nairobi, Kenya. Transp. Rev. Transnatl. Transdiscipl. J. 2010, 30.5:1464-5327.
    • (2010) Transp. Rev. Transnatl. Transdiscipl. J. , pp. 1464-5327
    • Salon, D.1    Gulyani, S.2
  • 38
    • 84945587832 scopus 로고    scopus 로고
    • African Bus routes redrawn using cell-phone data
    • (30 April, Last accessed October 6, 2014.
    • Talbot David African Bus routes redrawn using cell-phone data. MIT technology review 2013, (30 April, Last accessed October 6, 2014. http://www.technologyreview.com/news/514211/african-bus-routes-redrawn-using-cell-phone-data/).
    • (2013) MIT technology review
    • Talbot, D.1
  • 39
    • 84906504115 scopus 로고    scopus 로고
    • Examining the spatial-temporal dynamics of bus passenger travel behaviour using smart card data and the flow-comap
    • Tao Sui, Rohde David, Corcoran Jonathan Examining the spatial-temporal dynamics of bus passenger travel behaviour using smart card data and the flow-comap. J. Transp. Geogr. 2014, 41:21-36.
    • (2014) J. Transp. Geogr. , vol.41 , pp. 21-36
    • Tao, S.1    Rohde, D.2    Corcoran, J.3
  • 40
    • 84890561418 scopus 로고    scopus 로고
    • GIS and challenges to planning and development applications in peripheral regions
    • Springer, J.D. Gatrell, R.R. Jensen (Eds.)
    • Thakur R., Sharma M. GIS and challenges to planning and development applications in peripheral regions. Planning and socioeconomic applications 2009, 125-137. Springer. J.D. Gatrell, R.R. Jensen (Eds.).
    • (2009) Planning and socioeconomic applications , pp. 125-137
    • Thakur, R.1    Sharma, M.2
  • 44
    • 84945583804 scopus 로고    scopus 로고
    • Public transport in Sub-Saharan Africa
    • UITP (International Association of Public Transport) Public transport in Sub-Saharan Africa. Trans-Africa Consortium 2010, (Last accessed 6/11/2015 (http://www.uitp.org/sites/default/files/cck-focus-papers-files/Transafrica_UITP_UATP_PublicTransport_in_SubSaharan_Africa_2008.pdf)).
    • (2010) Trans-Africa Consortium
  • 45
    • 84937456779 scopus 로고    scopus 로고
    • Mobile phone data redraws Bus routes in Africa
    • (Last Accessed 9/30/2014:
    • Wakefield Jane Mobile phone data redraws Bus routes in Africa. BBC 30 Apr. 2013, (Last Accessed 9/30/2014: http://www.bbc.com/news/technology-22357748).
    • (2013) BBC
    • Wakefield, J.1
  • 47
    • 84890571533 scopus 로고    scopus 로고
    • Open source Nairobi: creating and sharing a GIS database of Nairobi for community empowerment
    • Williams Sarah, Marcello Elizabeth, Klopp Jacqueline Open source Nairobi: creating and sharing a GIS database of Nairobi for community empowerment. Ann. Assoc. Am. Geogr. 2014, 104.
    • (2014) Ann. Assoc. Am. Geogr. , vol.104
    • Williams, S.1    Marcello, E.2    Klopp, J.3
  • 48
    • 84884250875 scopus 로고    scopus 로고
    • Leveraging the general transit feed specification for efficient transit analysis
    • Wong James Leveraging the general transit feed specification for efficient transit analysis. Transp. Res. Rec. J. Transp. Res. Board 2013, 2338(1):11-19.
    • (2013) Transp. Res. Rec. J. Transp. Res. Board , vol.2338 , Issue.1 , pp. 11-19
    • Wong, J.1
  • 49
    • 84885321390 scopus 로고    scopus 로고
    • A people-centred view on paratransit in South Africa
    • Woolf S.E., Joubert Johan W. A people-centred view on paratransit in South Africa. Cities 2013, 35:284-293.
    • (2013) Cities , vol.35 , pp. 284-293
    • Woolf, S.E.1    Joubert, J.W.2
  • 51
    • 84945547800 scopus 로고    scopus 로고
    • Tracing a path to knowledge? Indicative user impacts of introducing a public transport map in Dhaka, Bangladesh
    • rsu028
    • Zegras P.Christopher, Eros Emily, Butts Kuan, Resor Elizabeth, Kennedy Stephen, Ching Albert, Mamun Muntasir Tracing a path to knowledge? Indicative user impacts of introducing a public transport map in Dhaka, Bangladesh. Camb. J. Reg. Econ. Soc. 2014, rsu028.
    • (2014) Camb. J. Reg. Econ. Soc.
    • Zegras, P.C.1    Eros, E.2    Butts, K.3    Resor, E.4    Kennedy, S.5    Ching, A.6    Mamun, M.7
  • 52
    • 85144926278 scopus 로고    scopus 로고
    • Paratransit-adaptive transportation policies for transition to sustainability in developing countries
    • Springer, Japan
    • Zhang Junyi, Li Gang, Nugroho S.B., Fujiwara Akimasa Paratransit-adaptive transportation policies for transition to sustainability in developing countries. Sustainable Transport Studies in Asia 2013, 137-166. Springer, Japan.
    • (2013) Sustainable Transport Studies in Asia , pp. 137-166
    • Zhang, J.1    Li, G.2    Nugroho, S.B.3    Fujiwara, A.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.