SlideShare a Scribd company logo
State	of	the	Map	2017	in	Aizu
Challenges	of	Open	Data	in	
Japanese	Public	Transport
MASAKI	ITO
THE	UNIVERSITY	OF	TOKYO
@niyalist
Aug.	18,	2017
10+	years	history	of	Open	Data	about	
Public	Transit	in	US
You	can	download	train	schedules	on	the	“Development”	page	of	public	transit	operators
Start	in	2005,	gradually	increasing	the	
coverage
248/864	(29%) public	transit	operators	provide	open	data	in	2012
“Open	Data:	Challenges	and	Opportunities	for	Transit	Agencies”,	2015.
Public	Transit	Open	Data	in	Europe
SNCF	in	FranceLondon DB	in	Germany
GTFS	(General	Transit	Feed	Specification)
A	format	for	public	transportation	schedules	and	
associated	geographic	information	such	as	locations	of	
stops	and	shapes	of	the	routes.
A	de-fact	standard	used	worldwide
A	single	ZIP	file	containing	multiple	CSV	files	such	as:
◦ Names	and	locations	of	the	Stops
◦ Routes	as	an	array	of	the	stops
◦ Time	to	arrive	and	leave		etc.
The	spec.	is	maintained	by	the	worldwide	community
Available	GTFS	onTransit.land by	Mapzen
http://tracker.geops.ch/
Simple	license
Any	purpose	including	commercial	
use	is	allowed	to	encourage	
developers
GTFS	repository	is	available
Aggregate	and	archive	worldwide	GTFS	files
◦ Provide	API	to	access	the	data
http://transitfeeds.com https://transit.land
Japan	has	a	long	history	of	a	Route	Planner
1988-
Eki-spart:	World	first	commercial	route	planner
1998-
Jordan	Route	Planner	with	train	schedules
Established	a	system	to	trade	train	
schedules	commercially
JR	train	schedule	data	are	NOT	open	data.
Train	Schedule	
Aggregator	and	
Publisher
No	GTFS	Open	Data	in	2014
Bottom	up	approach	for	Transit	Open	
Data
Shinkansen
Intercity	Rail
Regional	Rail,	
Commuter	Rail
Intercity	Bus
LRT,	BRT
Regional	Bus/minibus
Speed,	Distance,
Price,	
No.	of	passengers
Digital	data	are	commercially	available
Data	are	not	digitalized	and	opened
2014- OpenTrans.it Project	
Developed	a	web-based	system	for	route	bus	service	
to	help	open	data
◦ Target:	small	route	bus	operators
Input	Schedules	on	a	Web	by	the	operator
Browse	on	the	Web
Store	the	Data
ZIP
Download	GTFS	File
Member:
Yasuharu Oishi
Daigo Ikeda
Naoya Sugimoto
Masaki	Ito
Field	Experiment	in	Shizuoka	Prefecture
Published	Bus	Schedules	in	GTFS	format
◦ Kakegawa,	Omaezaki,	Susono
Held	a	hackathon	to	use	GTFS	data
Deliver	the	data	to	Google
Find	the	bus	on	the	Google	Maps
Provides	GTFS	data	to	Google
Increase	the	opportunity	to	propagate	route	bus	service
GTFS	Open	Data	in	2015
Cities	in	Shizuoka	Prefecture
Owning	to	the	OpenTrans.it
project,	minibus	data	in	Shimada	
and	Yaizu cities	were	published.
Advertisement	and	recruiting	
It	was	the	time	to	spread	the	idea	of	
“GTFS	Open	Data”!
Demonstrate	our	1st trial	in	Shizuoka:
◦ TV	and	newspaper
◦ Academic	conferences	of	mobility	or	IT
◦ Industrial	symposium	of	regional	
transportation
Finding	friends	to	share	the	vision
Share	the	Slides
Almost	every	slides	to	introduce	open	data	is	
available	online
Good	to	catch	the	person	to	search	open	data	
related	topics
Introduce	examples	in	the	world
TRANSIT	OPEN	DATA	IN	LONDON TRANSIT	OPEN	DATA	IN	THE	USA
http://qiita.com/niyalist/items/90a26cec132fda04e4b9http://qiita.com/niyalist/items/3a2ff6777955b5e1b7fe
Contribute	to	the	industry	newspaper
“Tokyo	Kotsu	Shinbun”	is	a	popular	industry	newspaper	
in	taxi	and	public	transportation	field.
Article	title:
◦ “Let’s	spread	regional	public	transport	data	as	open data”
◦ “IT	Offers	Opportunities	to	Public	Transport:	Have	a	Clear	
Vision	to	Lead	the World”
English	Translation	is	available	on	Medium
https://medium.com/@niyalist
Translated	“The	GTFS	Story”	into	Japanese
“Pioneering	Open	Data	Standards:	
The	GTFS	Story”	(	by	Bibiana McHugh	
@	Trimet,	Oregon)	is	a	story	when	
she	start	first	GTFS	Open	Data	project	
with	an	Google	Engineer
The	book	containing	the	article	is	a	
textbook	of	the	open	government	
movement	published	by	a	member	
of	Code	for	America.
http://qiita.com/niyalist/items/5eef5f9fef7fa1dc6644
Organized	a	Symposium	“Transportation	Geomedia
Summit”	in	Feb.	2016
Speakers:
◦ Government	Officer
◦ Route	Planner	Developers
◦ Railway	Company
◦ Independent	engineer
◦ University	researcher
Lecture	in	Nomi	City	in	Jan.	2017
GTFS	Open	Data	in	early	2017
Nomi	City	in	Ishikawa	Prefecture
Minibus	data	is	published	in	
Jan.2017	on	the	official	web.
Shingu Town	in	Fukuoka	Pref.
Minibus	and	ferry	data	are	
available	since	late	2016.
Yamanashi	Prefecture
Major	Route	Bus	
Operators(Yamanashi	Kotsu	
and	Fuji	Kyuko)	opened	their	
data	in	Feb.	2017.
Uno	Bus	in	Okayama	Prefecture
GTFS	and	GTFS	realtime are	available	since	
2016.
Muroran City	in	Hokkaido
Official	open	data	with	an	independent	format	
are	converted	to	GTFS	by	the	local	engineer.
Cities	in	Shizuoka	Prefecture
Owning	to	the	OpenTrans.it
project,	minibus	data	in	Shimada	
and	Yaizu cities	were	published.
Big	news:
Japanese	Government	
Standardized	Bus	Data	Format
Bus	Data	Commission	at	the	Ministry	of	Land,	
Infrastructure,	Transport	and	Tourism
Japanese	government	arranged	a	commission	to	discuss	
effective	collection	of	route	bus	schedules
◦ Dec.	2016	to	March	2017
Chair
◦ Masaki	Ito The	Univ.	of	Tokyo
Route	Planner	Developer
◦ Yoshikuni Inoue	(Jorudan)
◦ Koji	Sakurai	(Ekitan)
◦ Masahiro	Shinohara	(Navitime Japan)
◦ Naoki	Yamamoto	(Val	Laboratory)
Diagram	Making	App	Developer
◦ Yuichi	Ichikawa	 (Kozo	Keikaku)
◦ Kotaro	Tanga (Kobo)
Others
◦ Hiroyuki	Ito	(Community)
◦ Haruo Endo (Nihon	Bus	Association)
◦ Masakiro Bessyo (Council	of	Open	Data	for	Public	Transportation)
Discussion	by	the	engineers	of	transportation	
data	in	several	route	planner	companies
These	engineers	usually	don’t	
communicate	because	they	are	
competitor
Had	a	long	discussion	in	order	to	
standardize	the	route	bus	data
Released	“Japanese	Standard	Route	Bus	Format”,
100%	compatible	to	GTFS	in	March	2017
GTFS	plus	some	additional	element	
specialized	to	Japanese	route	bus	service
◦ Perfect	compatibility	to	GTFS
Published	a	manual	of	the	data	to	help	
developers	and	route	bus	operators
Published	51pages	manual	of	GTFS	from	
the	Japanese	government	in	March	2017
Prefectures	and	cities	aiming	to	start	GTFS	open	
data	in	2017
Fukui	Prefecture
Joining	“Urban	Data	
Challenge”	Project	in	the	U.	
of	Tokyo	to	start	open	data.
Okayama	Prefecture
Mede	a	lecture	to	introduce	
GTFS	open	data	with	a	local	
route	bus	operator.
Aomori	Prefecture
Made	a	lecture	of	GTFS	for	
local	government	officer	and	
route	bus	operators	in	Jul.
Gunma	Prefecture
The	Prefectural	Office	is	leading	
an	open	data	project	of	the	
regional	buses.
Kagawa	Prefecture
Will	make	a	lecture	in	October	to	
introduce	GTFS	and	open	data	movement.
Toyama	Prefecture
Local	IT	engineers	are	working	
together	with	prefectural	office	
to	start	open	data.
Mie	Prefecture
Mr.	H.	Ito	is	supporting	small	bus	
operators	to	make	GTFS	data.
GTFS	Lecture	for	Route	Bus	Operators	in	
Aomori
Route	Bus	operators	and	City	officers	invited	me	to	Aomori	Prefecture
Lecture	of	free	bus	
timetable	maker	in	Aug.
“Sonosujiya”	is	free	but	advanced	bus	timetable	maker	
developed	since	2015	
We	will	study	how	to	use	it	to	promote	open	data	movement
JR	has	an	interest	to	open	data
DB	in	Germany	sometimes	hold	Hackathon	to	communicate	
developers
JR	Joined	DB	Open	Data	Hackathon	and	provided	their	data	to	
the	participants.
◦ JR	East	is	strong	technical	connection	to	DB
I	was	a	participant!
Got	a	prize!
State	of	the	GTFS	Open	Data	is	changing
Shinkansen
Intercity	Rail
Regional	Rail,	
Commuter	Rail
Intercity	Bus
LRT,	BRT
Regional	Bus/minibus
Speed,	Distance,
Price,	
No.	of	passengers
@niyalist

More Related Content

What's hot

The mobility use case in thessaloniki
The mobility use case in thessalonikiThe mobility use case in thessaloniki
The mobility use case in thessaloniki
BigData_Europe
 
2006-06-24GVGrid-English-IWQoS2006
2006-06-24GVGrid-English-IWQoS20062006-06-24GVGrid-English-IWQoS2006
2006-06-24GVGrid-English-IWQoS2006
Kawai (Sun) Akira (Weihua)
 
TransportDCAT-AP and PhD Thesis at Civic Lab Brussels
TransportDCAT-AP and PhD Thesis at Civic Lab BrusselsTransportDCAT-AP and PhD Thesis at Civic Lab Brussels
TransportDCAT-AP and PhD Thesis at Civic Lab Brussels
David Chaves-Fraga
 
Dallas - Houston Trade: Re-routing Truck Traffic
Dallas - Houston Trade: Re-routing Truck TrafficDallas - Houston Trade: Re-routing Truck Traffic
Dallas - Houston Trade: Re-routing Truck Traffic
Adam Halbert
 
AURH - Analytical Atlas of freigth transport in NWE
AURH - Analytical Atlas of freigth transport in NWEAURH - Analytical Atlas of freigth transport in NWE
AURH - Analytical Atlas of freigth transport in NWE
AURH - Agence d'urbanisme Le Havre - Estuaire de la Seine
 
5 youcanhelp
5 youcanhelp5 youcanhelp
5 youcanhelp
Frédéric Bonifas
 
OpenDataWeek Marseille 2013 : Andrew Byrd -- The General Transit Feed Specifi...
OpenDataWeek Marseille 2013 : Andrew Byrd -- The General Transit Feed Specifi...OpenDataWeek Marseille 2013 : Andrew Byrd -- The General Transit Feed Specifi...
OpenDataWeek Marseille 2013 : Andrew Byrd -- The General Transit Feed Specifi...
Fing
 
Georeferencing
GeoreferencingGeoreferencing
Georeferencing
Muhammad Azeem Mazhar
 
11 kaliningard act.1.4_stonevicius
11 kaliningard act.1.4_stonevicius11 kaliningard act.1.4_stonevicius
11 kaliningard act.1.4_stonevicius
Global Water Partnership Central and Eastern Europe
 
ESWC 2009 In-Use Track: SCOVO
ESWC 2009 In-Use Track: SCOVOESWC 2009 In-Use Track: SCOVO
ESWC 2009 In-Use Track: SCOVO
Michael Hausenblas
 
BHL-Europe_MINERVA_20111116_hrainer
BHL-Europe_MINERVA_20111116_hrainerBHL-Europe_MINERVA_20111116_hrainer
BHL-Europe_MINERVA_20111116_hrainer
Heimo Rainer
 
8 european drought observatory micale
8 european drought observatory micale8 european drought observatory micale
8 european drought observatory micale
Global Water Partnership Central and Eastern Europe
 
Data analytics and downscaling for climate research in a big data world
Data analytics and downscaling for climate research in a big data worldData analytics and downscaling for climate research in a big data world
Data analytics and downscaling for climate research in a big data world
BigData_Europe
 
Phd defense slides
Phd defense slidesPhd defense slides
Phd defense slides
Ghislain Atemezing
 
SWIB 2018 - Visualising form data - NLW Transcription Projects
SWIB 2018 - Visualising form data - NLW Transcription ProjectsSWIB 2018 - Visualising form data - NLW Transcription Projects
SWIB 2018 - Visualising form data - NLW Transcription Projects
Glen Robson
 
Our Standards vs Their Standards
Our Standards vs Their StandardsOur Standards vs Their Standards
Our Standards vs Their Standards
Lars G. Svensson
 

What's hot (16)

The mobility use case in thessaloniki
The mobility use case in thessalonikiThe mobility use case in thessaloniki
The mobility use case in thessaloniki
 
2006-06-24GVGrid-English-IWQoS2006
2006-06-24GVGrid-English-IWQoS20062006-06-24GVGrid-English-IWQoS2006
2006-06-24GVGrid-English-IWQoS2006
 
TransportDCAT-AP and PhD Thesis at Civic Lab Brussels
TransportDCAT-AP and PhD Thesis at Civic Lab BrusselsTransportDCAT-AP and PhD Thesis at Civic Lab Brussels
TransportDCAT-AP and PhD Thesis at Civic Lab Brussels
 
Dallas - Houston Trade: Re-routing Truck Traffic
Dallas - Houston Trade: Re-routing Truck TrafficDallas - Houston Trade: Re-routing Truck Traffic
Dallas - Houston Trade: Re-routing Truck Traffic
 
AURH - Analytical Atlas of freigth transport in NWE
AURH - Analytical Atlas of freigth transport in NWEAURH - Analytical Atlas of freigth transport in NWE
AURH - Analytical Atlas of freigth transport in NWE
 
5 youcanhelp
5 youcanhelp5 youcanhelp
5 youcanhelp
 
OpenDataWeek Marseille 2013 : Andrew Byrd -- The General Transit Feed Specifi...
OpenDataWeek Marseille 2013 : Andrew Byrd -- The General Transit Feed Specifi...OpenDataWeek Marseille 2013 : Andrew Byrd -- The General Transit Feed Specifi...
OpenDataWeek Marseille 2013 : Andrew Byrd -- The General Transit Feed Specifi...
 
Georeferencing
GeoreferencingGeoreferencing
Georeferencing
 
11 kaliningard act.1.4_stonevicius
11 kaliningard act.1.4_stonevicius11 kaliningard act.1.4_stonevicius
11 kaliningard act.1.4_stonevicius
 
ESWC 2009 In-Use Track: SCOVO
ESWC 2009 In-Use Track: SCOVOESWC 2009 In-Use Track: SCOVO
ESWC 2009 In-Use Track: SCOVO
 
BHL-Europe_MINERVA_20111116_hrainer
BHL-Europe_MINERVA_20111116_hrainerBHL-Europe_MINERVA_20111116_hrainer
BHL-Europe_MINERVA_20111116_hrainer
 
8 european drought observatory micale
8 european drought observatory micale8 european drought observatory micale
8 european drought observatory micale
 
Data analytics and downscaling for climate research in a big data world
Data analytics and downscaling for climate research in a big data worldData analytics and downscaling for climate research in a big data world
Data analytics and downscaling for climate research in a big data world
 
Phd defense slides
Phd defense slidesPhd defense slides
Phd defense slides
 
SWIB 2018 - Visualising form data - NLW Transcription Projects
SWIB 2018 - Visualising form data - NLW Transcription ProjectsSWIB 2018 - Visualising form data - NLW Transcription Projects
SWIB 2018 - Visualising form data - NLW Transcription Projects
 
Our Standards vs Their Standards
Our Standards vs Their StandardsOur Standards vs Their Standards
Our Standards vs Their Standards
 

Similar to Challenges of Open Data in Japanese Public Transport

Introduction of History and Community of GTFS-JP
Introduction of History and Community of GTFS-JPIntroduction of History and Community of GTFS-JP
Introduction of History and Community of GTFS-JP
Masaki Ito
 
Vitranss2 final seminar-en
Vitranss2 final seminar-enVitranss2 final seminar-en
Vitranss2 final seminar-en
ngocjos
 
WHITE PAPER: Data Harmonization & Interoperability in OpenTransportNet
WHITE PAPER: Data Harmonization & Interoperability in OpenTransportNetWHITE PAPER: Data Harmonization & Interoperability in OpenTransportNet
WHITE PAPER: Data Harmonization & Interoperability in OpenTransportNet
plan4all
 
Weatflows case study - Freight mapping
Weatflows case study - Freight mappingWeatflows case study - Freight mapping
Weatflows case study - Freight mapping
AURH - Agence d'urbanisme Le Havre - Estuaire de la Seine
 
Transport Modeling at SBB
Transport Modeling at SBBTransport Modeling at SBB
Transport Modeling at SBB
JoschkaBischoff
 
Transport for Cairo (TfC)
Transport for Cairo (TfC)Transport for Cairo (TfC)
Transport for Cairo (TfC)
Mohamed Hegazy
 
2011 ITS World Congress - GO-Sync - A Framework to Synchronize Transit Agency...
2011 ITS World Congress - GO-Sync - A Framework to Synchronize Transit Agency...2011 ITS World Congress - GO-Sync - A Framework to Synchronize Transit Agency...
2011 ITS World Congress - GO-Sync - A Framework to Synchronize Transit Agency...
Sean Barbeau
 
Using FME and GTFS datasets to run TransitDatabase.com
Using FME and GTFS datasets to run TransitDatabase.comUsing FME and GTFS datasets to run TransitDatabase.com
Using FME and GTFS datasets to run TransitDatabase.com
Safe Software
 
Moving from Bus Rapid Transit to Integrated Public Transport
Moving from Bus Rapid Transit to Integrated Public TransportMoving from Bus Rapid Transit to Integrated Public Transport
Moving from Bus Rapid Transit to Integrated Public Transport
Tristan Wiggill
 
Analyzing The Railway Network Of The Belt And Road Initiative
Analyzing The Railway Network Of The Belt And Road InitiativeAnalyzing The Railway Network Of The Belt And Road Initiative
Analyzing The Railway Network Of The Belt And Road Initiative
Lisa Muthukumar
 
RTPI 2013 Julie Williams
RTPI 2013 Julie WilliamsRTPI 2013 Julie Williams
RTPI 2013 Julie Williams
Russell Publishing
 
20090304-HSR-TxRailAdvocates
20090304-HSR-TxRailAdvocates20090304-HSR-TxRailAdvocates
20090304-HSR-TxRailAdvocates
Matthieu Desiderio
 
James Wong - Open data in transport, St.Petersburg
James Wong - Open data in transport, St.PetersburgJames Wong - Open data in transport, St.Petersburg
James Wong - Open data in transport, St.Petersburg
Open City Foundation
 
Innovative Approaches for the collection of road transport statistics
Innovative Approaches for the collection of road transport statisticsInnovative Approaches for the collection of road transport statistics
Innovative Approaches for the collection of road transport statistics
Paradigma Consulting
 
ITS World Congress 2014 - Open Data in Public Transport: Challenges and Oppor...
ITS World Congress 2014 - Open Data in Public Transport: Challenges and Oppor...ITS World Congress 2014 - Open Data in Public Transport: Challenges and Oppor...
ITS World Congress 2014 - Open Data in Public Transport: Challenges and Oppor...
Sean Barbeau
 
Tftn overview gis dot
Tftn overview gis dotTftn overview gis dot
Tftn overview gis dot
KSI Koniag
 
Tftn overview gis dot
Tftn overview gis dotTftn overview gis dot
Tftn overview gis dot
Koniag
 
Big Data Europe SC6 WS #3: PILOT SC6: CITIZEN BUDGET ON MUNICIPAL LEVEL, Mart...
Big Data Europe SC6 WS #3: PILOT SC6: CITIZEN BUDGET ON MUNICIPAL LEVEL, Mart...Big Data Europe SC6 WS #3: PILOT SC6: CITIZEN BUDGET ON MUNICIPAL LEVEL, Mart...
Big Data Europe SC6 WS #3: PILOT SC6: CITIZEN BUDGET ON MUNICIPAL LEVEL, Mart...
BigData_Europe
 
The many-uses-of-gtfs-data-–-its-america-submission-abbreviated
The many-uses-of-gtfs-data-–-its-america-submission-abbreviatedThe many-uses-of-gtfs-data-–-its-america-submission-abbreviated
The many-uses-of-gtfs-data-–-its-america-submission-abbreviated
CTeixeira2
 
MassDOT Developers - Ignite Boston 6 Talk
MassDOT Developers - Ignite Boston 6 TalkMassDOT Developers - Ignite Boston 6 Talk
MassDOT Developers - Ignite Boston 6 Talk
Massachusetts Department of Transportation -- Developers Page
 

Similar to Challenges of Open Data in Japanese Public Transport (20)

Introduction of History and Community of GTFS-JP
Introduction of History and Community of GTFS-JPIntroduction of History and Community of GTFS-JP
Introduction of History and Community of GTFS-JP
 
Vitranss2 final seminar-en
Vitranss2 final seminar-enVitranss2 final seminar-en
Vitranss2 final seminar-en
 
WHITE PAPER: Data Harmonization & Interoperability in OpenTransportNet
WHITE PAPER: Data Harmonization & Interoperability in OpenTransportNetWHITE PAPER: Data Harmonization & Interoperability in OpenTransportNet
WHITE PAPER: Data Harmonization & Interoperability in OpenTransportNet
 
Weatflows case study - Freight mapping
Weatflows case study - Freight mappingWeatflows case study - Freight mapping
Weatflows case study - Freight mapping
 
Transport Modeling at SBB
Transport Modeling at SBBTransport Modeling at SBB
Transport Modeling at SBB
 
Transport for Cairo (TfC)
Transport for Cairo (TfC)Transport for Cairo (TfC)
Transport for Cairo (TfC)
 
2011 ITS World Congress - GO-Sync - A Framework to Synchronize Transit Agency...
2011 ITS World Congress - GO-Sync - A Framework to Synchronize Transit Agency...2011 ITS World Congress - GO-Sync - A Framework to Synchronize Transit Agency...
2011 ITS World Congress - GO-Sync - A Framework to Synchronize Transit Agency...
 
Using FME and GTFS datasets to run TransitDatabase.com
Using FME and GTFS datasets to run TransitDatabase.comUsing FME and GTFS datasets to run TransitDatabase.com
Using FME and GTFS datasets to run TransitDatabase.com
 
Moving from Bus Rapid Transit to Integrated Public Transport
Moving from Bus Rapid Transit to Integrated Public TransportMoving from Bus Rapid Transit to Integrated Public Transport
Moving from Bus Rapid Transit to Integrated Public Transport
 
Analyzing The Railway Network Of The Belt And Road Initiative
Analyzing The Railway Network Of The Belt And Road InitiativeAnalyzing The Railway Network Of The Belt And Road Initiative
Analyzing The Railway Network Of The Belt And Road Initiative
 
RTPI 2013 Julie Williams
RTPI 2013 Julie WilliamsRTPI 2013 Julie Williams
RTPI 2013 Julie Williams
 
20090304-HSR-TxRailAdvocates
20090304-HSR-TxRailAdvocates20090304-HSR-TxRailAdvocates
20090304-HSR-TxRailAdvocates
 
James Wong - Open data in transport, St.Petersburg
James Wong - Open data in transport, St.PetersburgJames Wong - Open data in transport, St.Petersburg
James Wong - Open data in transport, St.Petersburg
 
Innovative Approaches for the collection of road transport statistics
Innovative Approaches for the collection of road transport statisticsInnovative Approaches for the collection of road transport statistics
Innovative Approaches for the collection of road transport statistics
 
ITS World Congress 2014 - Open Data in Public Transport: Challenges and Oppor...
ITS World Congress 2014 - Open Data in Public Transport: Challenges and Oppor...ITS World Congress 2014 - Open Data in Public Transport: Challenges and Oppor...
ITS World Congress 2014 - Open Data in Public Transport: Challenges and Oppor...
 
Tftn overview gis dot
Tftn overview gis dotTftn overview gis dot
Tftn overview gis dot
 
Tftn overview gis dot
Tftn overview gis dotTftn overview gis dot
Tftn overview gis dot
 
Big Data Europe SC6 WS #3: PILOT SC6: CITIZEN BUDGET ON MUNICIPAL LEVEL, Mart...
Big Data Europe SC6 WS #3: PILOT SC6: CITIZEN BUDGET ON MUNICIPAL LEVEL, Mart...Big Data Europe SC6 WS #3: PILOT SC6: CITIZEN BUDGET ON MUNICIPAL LEVEL, Mart...
Big Data Europe SC6 WS #3: PILOT SC6: CITIZEN BUDGET ON MUNICIPAL LEVEL, Mart...
 
The many-uses-of-gtfs-data-–-its-america-submission-abbreviated
The many-uses-of-gtfs-data-–-its-america-submission-abbreviatedThe many-uses-of-gtfs-data-–-its-america-submission-abbreviated
The many-uses-of-gtfs-data-–-its-america-submission-abbreviated
 
MassDOT Developers - Ignite Boston 6 Talk
MassDOT Developers - Ignite Boston 6 TalkMassDOT Developers - Ignite Boston 6 Talk
MassDOT Developers - Ignite Boston 6 Talk
 

More from Masaki Ito

公共交通のデジタル化の現状とMaaS、データ活用の可能性
公共交通のデジタル化の現状とMaaS、データ活用の可能性公共交通のデジタル化の現状とMaaS、データ活用の可能性
公共交通のデジタル化の現状とMaaS、データ活用の可能性
Masaki Ito
 
公共交通オープンデータの現在地と今後の展望
公共交通オープンデータの現在地と今後の展望公共交通オープンデータの現在地と今後の展望
公共交通オープンデータの現在地と今後の展望
Masaki Ito
 
行政サービスにデータ資産を活かす: 公共交通データから考える行政の現場でのデータ活用のありかた
行政サービスにデータ資産を活かす: 公共交通データから考える行政の現場でのデータ活用のありかた行政サービスにデータ資産を活かす: 公共交通データから考える行政の現場でのデータ活用のありかた
行政サービスにデータ資産を活かす: 公共交通データから考える行政の現場でのデータ活用のありかた
Masaki Ito
 
公共交通データを可視化するQGIS演習
公共交通データを可視化するQGIS演習公共交通データを可視化するQGIS演習
公共交通データを可視化するQGIS演習
Masaki Ito
 
サービス化に向けて進化する公共交通と沖縄のポテンシャル
サービス化に向けて進化する公共交通と沖縄のポテンシャルサービス化に向けて進化する公共交通と沖縄のポテンシャル
サービス化に向けて進化する公共交通と沖縄のポテンシャル
Masaki Ito
 
データビジュアライゼーションをきっかけに沖縄の交通の「次の一手」を考えよう
データビジュアライゼーションをきっかけに沖縄の交通の「次の一手」を考えようデータビジュアライゼーションをきっかけに沖縄の交通の「次の一手」を考えよう
データビジュアライゼーションをきっかけに沖縄の交通の「次の一手」を考えよう
Masaki Ito
 
公共交通オープンデータ第2幕:「静的データは出来た、次はリアルタイム」と決めつける前に考えること
公共交通オープンデータ第2幕:「静的データは出来た、次はリアルタイム」と決めつける前に考えること公共交通オープンデータ第2幕:「静的データは出来た、次はリアルタイム」と決めつける前に考えること
公共交通オープンデータ第2幕:「静的データは出来た、次はリアルタイム」と決めつける前に考えること
Masaki Ito
 
わたしの考える未来の交通事業
わたしの考える未来の交通事業わたしの考える未来の交通事業
わたしの考える未来の交通事業
Masaki Ito
 
MaaSを捉えなおそう・熊本の交通を見直そう
MaaSを捉えなおそう・熊本の交通を見直そうMaaSを捉えなおそう・熊本の交通を見直そう
MaaSを捉えなおそう・熊本の交通を見直そう
Masaki Ito
 
GTFSデータ整備から始める公共交通の未来像
GTFSデータ整備から始める公共交通の未来像GTFSデータ整備から始める公共交通の未来像
GTFSデータ整備から始める公共交通の未来像
Masaki Ito
 
IT・データが導く新しい地域公共交通の姿を考える
IT・データが導く新しい地域公共交通の姿を考えるIT・データが導く新しい地域公共交通の姿を考える
IT・データが導く新しい地域公共交通の姿を考える
Masaki Ito
 
What i think about when i conduct research in the society
What i think about when i conduct research in the societyWhat i think about when i conduct research in the society
What i think about when i conduct research in the society
Masaki Ito
 
公共交通オープンデータの現状と可能性 社会がデータを使いこなすために何をなすべきか
公共交通オープンデータの現状と可能性 社会がデータを使いこなすために何をなすべきか公共交通オープンデータの現状と可能性 社会がデータを使いこなすために何をなすべきか
公共交通オープンデータの現状と可能性 社会がデータを使いこなすために何をなすべきか
Masaki Ito
 
ジョルダン「乗換案内」での鉄道・バスのリアルタイム情報活用の取り組み
ジョルダン「乗換案内」での鉄道・バスのリアルタイム情報活用の取り組みジョルダン「乗換案内」での鉄道・バスのリアルタイム情報活用の取り組み
ジョルダン「乗換案内」での鉄道・バスのリアルタイム情報活用の取り組み
Masaki Ito
 
日本バス情報協会の活動について
日本バス情報協会の活動について日本バス情報協会の活動について
日本バス情報協会の活動について
Masaki Ito
 
公共交通のオープンデータ化とICT企業としての役割
公共交通のオープンデータ化とICT企業としての役割公共交通のオープンデータ化とICT企業としての役割
公共交通のオープンデータ化とICT企業としての役割
Masaki Ito
 
GTFS-JPを活用した総合的な路線時刻表作成の取組
GTFS-JPを活用した総合的な路線時刻表作成の取組GTFS-JPを活用した総合的な路線時刻表作成の取組
GTFS-JPを活用した総合的な路線時刻表作成の取組
Masaki Ito
 
5社のGTFSをマージして、PostgreSQLにインポートしてみた
5社のGTFSをマージして、PostgreSQLにインポートしてみた5社のGTFSをマージして、PostgreSQLにインポートしてみた
5社のGTFSをマージして、PostgreSQLにインポートしてみた
Masaki Ito
 
複数のGTFSを用いた時刻表アプリ
複数のGTFSを用いた時刻表アプリ複数のGTFSを用いた時刻表アプリ
複数のGTFSを用いた時刻表アプリ
Masaki Ito
 
ミャンマー国ヤンゴンにおける公共交通オープンデータ開発の取組事例
ミャンマー国ヤンゴンにおける公共交通オープンデータ開発の取組事例ミャンマー国ヤンゴンにおける公共交通オープンデータ開発の取組事例
ミャンマー国ヤンゴンにおける公共交通オープンデータ開発の取組事例
Masaki Ito
 

More from Masaki Ito (20)

公共交通のデジタル化の現状とMaaS、データ活用の可能性
公共交通のデジタル化の現状とMaaS、データ活用の可能性公共交通のデジタル化の現状とMaaS、データ活用の可能性
公共交通のデジタル化の現状とMaaS、データ活用の可能性
 
公共交通オープンデータの現在地と今後の展望
公共交通オープンデータの現在地と今後の展望公共交通オープンデータの現在地と今後の展望
公共交通オープンデータの現在地と今後の展望
 
行政サービスにデータ資産を活かす: 公共交通データから考える行政の現場でのデータ活用のありかた
行政サービスにデータ資産を活かす: 公共交通データから考える行政の現場でのデータ活用のありかた行政サービスにデータ資産を活かす: 公共交通データから考える行政の現場でのデータ活用のありかた
行政サービスにデータ資産を活かす: 公共交通データから考える行政の現場でのデータ活用のありかた
 
公共交通データを可視化するQGIS演習
公共交通データを可視化するQGIS演習公共交通データを可視化するQGIS演習
公共交通データを可視化するQGIS演習
 
サービス化に向けて進化する公共交通と沖縄のポテンシャル
サービス化に向けて進化する公共交通と沖縄のポテンシャルサービス化に向けて進化する公共交通と沖縄のポテンシャル
サービス化に向けて進化する公共交通と沖縄のポテンシャル
 
データビジュアライゼーションをきっかけに沖縄の交通の「次の一手」を考えよう
データビジュアライゼーションをきっかけに沖縄の交通の「次の一手」を考えようデータビジュアライゼーションをきっかけに沖縄の交通の「次の一手」を考えよう
データビジュアライゼーションをきっかけに沖縄の交通の「次の一手」を考えよう
 
公共交通オープンデータ第2幕:「静的データは出来た、次はリアルタイム」と決めつける前に考えること
公共交通オープンデータ第2幕:「静的データは出来た、次はリアルタイム」と決めつける前に考えること公共交通オープンデータ第2幕:「静的データは出来た、次はリアルタイム」と決めつける前に考えること
公共交通オープンデータ第2幕:「静的データは出来た、次はリアルタイム」と決めつける前に考えること
 
わたしの考える未来の交通事業
わたしの考える未来の交通事業わたしの考える未来の交通事業
わたしの考える未来の交通事業
 
MaaSを捉えなおそう・熊本の交通を見直そう
MaaSを捉えなおそう・熊本の交通を見直そうMaaSを捉えなおそう・熊本の交通を見直そう
MaaSを捉えなおそう・熊本の交通を見直そう
 
GTFSデータ整備から始める公共交通の未来像
GTFSデータ整備から始める公共交通の未来像GTFSデータ整備から始める公共交通の未来像
GTFSデータ整備から始める公共交通の未来像
 
IT・データが導く新しい地域公共交通の姿を考える
IT・データが導く新しい地域公共交通の姿を考えるIT・データが導く新しい地域公共交通の姿を考える
IT・データが導く新しい地域公共交通の姿を考える
 
What i think about when i conduct research in the society
What i think about when i conduct research in the societyWhat i think about when i conduct research in the society
What i think about when i conduct research in the society
 
公共交通オープンデータの現状と可能性 社会がデータを使いこなすために何をなすべきか
公共交通オープンデータの現状と可能性 社会がデータを使いこなすために何をなすべきか公共交通オープンデータの現状と可能性 社会がデータを使いこなすために何をなすべきか
公共交通オープンデータの現状と可能性 社会がデータを使いこなすために何をなすべきか
 
ジョルダン「乗換案内」での鉄道・バスのリアルタイム情報活用の取り組み
ジョルダン「乗換案内」での鉄道・バスのリアルタイム情報活用の取り組みジョルダン「乗換案内」での鉄道・バスのリアルタイム情報活用の取り組み
ジョルダン「乗換案内」での鉄道・バスのリアルタイム情報活用の取り組み
 
日本バス情報協会の活動について
日本バス情報協会の活動について日本バス情報協会の活動について
日本バス情報協会の活動について
 
公共交通のオープンデータ化とICT企業としての役割
公共交通のオープンデータ化とICT企業としての役割公共交通のオープンデータ化とICT企業としての役割
公共交通のオープンデータ化とICT企業としての役割
 
GTFS-JPを活用した総合的な路線時刻表作成の取組
GTFS-JPを活用した総合的な路線時刻表作成の取組GTFS-JPを活用した総合的な路線時刻表作成の取組
GTFS-JPを活用した総合的な路線時刻表作成の取組
 
5社のGTFSをマージして、PostgreSQLにインポートしてみた
5社のGTFSをマージして、PostgreSQLにインポートしてみた5社のGTFSをマージして、PostgreSQLにインポートしてみた
5社のGTFSをマージして、PostgreSQLにインポートしてみた
 
複数のGTFSを用いた時刻表アプリ
複数のGTFSを用いた時刻表アプリ複数のGTFSを用いた時刻表アプリ
複数のGTFSを用いた時刻表アプリ
 
ミャンマー国ヤンゴンにおける公共交通オープンデータ開発の取組事例
ミャンマー国ヤンゴンにおける公共交通オープンデータ開発の取組事例ミャンマー国ヤンゴンにおける公共交通オープンデータ開発の取組事例
ミャンマー国ヤンゴンにおける公共交通オープンデータ開発の取組事例
 

Recently uploaded

Overcoming the PLG Trap: Lessons from Canva's Head of Sales & Head of EMEA Da...
Overcoming the PLG Trap: Lessons from Canva's Head of Sales & Head of EMEA Da...Overcoming the PLG Trap: Lessons from Canva's Head of Sales & Head of EMEA Da...
Overcoming the PLG Trap: Lessons from Canva's Head of Sales & Head of EMEA Da...
saastr
 
“How Axelera AI Uses Digital Compute-in-memory to Deliver Fast and Energy-eff...
“How Axelera AI Uses Digital Compute-in-memory to Deliver Fast and Energy-eff...“How Axelera AI Uses Digital Compute-in-memory to Deliver Fast and Energy-eff...
“How Axelera AI Uses Digital Compute-in-memory to Deliver Fast and Energy-eff...
Edge AI and Vision Alliance
 
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAUHCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
panagenda
 
Leveraging the Graph for Clinical Trials and Standards
Leveraging the Graph for Clinical Trials and StandardsLeveraging the Graph for Clinical Trials and Standards
Leveraging the Graph for Clinical Trials and Standards
Neo4j
 
Generating privacy-protected synthetic data using Secludy and Milvus
Generating privacy-protected synthetic data using Secludy and MilvusGenerating privacy-protected synthetic data using Secludy and Milvus
Generating privacy-protected synthetic data using Secludy and Milvus
Zilliz
 
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdfHow to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
Chart Kalyan
 
Digital Banking in the Cloud: How Citizens Bank Unlocked Their Mainframe
Digital Banking in the Cloud: How Citizens Bank Unlocked Their MainframeDigital Banking in the Cloud: How Citizens Bank Unlocked Their Mainframe
Digital Banking in the Cloud: How Citizens Bank Unlocked Their Mainframe
Precisely
 
5th LF Energy Power Grid Model Meet-up Slides
5th LF Energy Power Grid Model Meet-up Slides5th LF Energy Power Grid Model Meet-up Slides
5th LF Energy Power Grid Model Meet-up Slides
DanBrown980551
 
Crafting Excellence: A Comprehensive Guide to iOS Mobile App Development Serv...
Crafting Excellence: A Comprehensive Guide to iOS Mobile App Development Serv...Crafting Excellence: A Comprehensive Guide to iOS Mobile App Development Serv...
Crafting Excellence: A Comprehensive Guide to iOS Mobile App Development Serv...
Pitangent Analytics & Technology Solutions Pvt. Ltd
 
Mutation Testing for Task-Oriented Chatbots
Mutation Testing for Task-Oriented ChatbotsMutation Testing for Task-Oriented Chatbots
Mutation Testing for Task-Oriented Chatbots
Pablo Gómez Abajo
 
Programming Foundation Models with DSPy - Meetup Slides
Programming Foundation Models with DSPy - Meetup SlidesProgramming Foundation Models with DSPy - Meetup Slides
Programming Foundation Models with DSPy - Meetup Slides
Zilliz
 
“Temporal Event Neural Networks: A More Efficient Alternative to the Transfor...
“Temporal Event Neural Networks: A More Efficient Alternative to the Transfor...“Temporal Event Neural Networks: A More Efficient Alternative to the Transfor...
“Temporal Event Neural Networks: A More Efficient Alternative to the Transfor...
Edge AI and Vision Alliance
 
Dandelion Hashtable: beyond billion requests per second on a commodity server
Dandelion Hashtable: beyond billion requests per second on a commodity serverDandelion Hashtable: beyond billion requests per second on a commodity server
Dandelion Hashtable: beyond billion requests per second on a commodity server
Antonios Katsarakis
 
Taking AI to the Next Level in Manufacturing.pdf
Taking AI to the Next Level in Manufacturing.pdfTaking AI to the Next Level in Manufacturing.pdf
Taking AI to the Next Level in Manufacturing.pdf
ssuserfac0301
 
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
saastr
 
Freshworks Rethinks NoSQL for Rapid Scaling & Cost-Efficiency
Freshworks Rethinks NoSQL for Rapid Scaling & Cost-EfficiencyFreshworks Rethinks NoSQL for Rapid Scaling & Cost-Efficiency
Freshworks Rethinks NoSQL for Rapid Scaling & Cost-Efficiency
ScyllaDB
 
[OReilly Superstream] Occupy the Space: A grassroots guide to engineering (an...
[OReilly Superstream] Occupy the Space: A grassroots guide to engineering (an...[OReilly Superstream] Occupy the Space: A grassroots guide to engineering (an...
[OReilly Superstream] Occupy the Space: A grassroots guide to engineering (an...
Jason Yip
 
AppSec PNW: Android and iOS Application Security with MobSF
AppSec PNW: Android and iOS Application Security with MobSFAppSec PNW: Android and iOS Application Security with MobSF
AppSec PNW: Android and iOS Application Security with MobSF
Ajin Abraham
 
Y-Combinator seed pitch deck template PP
Y-Combinator seed pitch deck template PPY-Combinator seed pitch deck template PP
Y-Combinator seed pitch deck template PP
c5vrf27qcz
 

Recently uploaded (20)

Overcoming the PLG Trap: Lessons from Canva's Head of Sales & Head of EMEA Da...
Overcoming the PLG Trap: Lessons from Canva's Head of Sales & Head of EMEA Da...Overcoming the PLG Trap: Lessons from Canva's Head of Sales & Head of EMEA Da...
Overcoming the PLG Trap: Lessons from Canva's Head of Sales & Head of EMEA Da...
 
“How Axelera AI Uses Digital Compute-in-memory to Deliver Fast and Energy-eff...
“How Axelera AI Uses Digital Compute-in-memory to Deliver Fast and Energy-eff...“How Axelera AI Uses Digital Compute-in-memory to Deliver Fast and Energy-eff...
“How Axelera AI Uses Digital Compute-in-memory to Deliver Fast and Energy-eff...
 
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAUHCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
 
Leveraging the Graph for Clinical Trials and Standards
Leveraging the Graph for Clinical Trials and StandardsLeveraging the Graph for Clinical Trials and Standards
Leveraging the Graph for Clinical Trials and Standards
 
Generating privacy-protected synthetic data using Secludy and Milvus
Generating privacy-protected synthetic data using Secludy and MilvusGenerating privacy-protected synthetic data using Secludy and Milvus
Generating privacy-protected synthetic data using Secludy and Milvus
 
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdfHow to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
 
Digital Banking in the Cloud: How Citizens Bank Unlocked Their Mainframe
Digital Banking in the Cloud: How Citizens Bank Unlocked Their MainframeDigital Banking in the Cloud: How Citizens Bank Unlocked Their Mainframe
Digital Banking in the Cloud: How Citizens Bank Unlocked Their Mainframe
 
5th LF Energy Power Grid Model Meet-up Slides
5th LF Energy Power Grid Model Meet-up Slides5th LF Energy Power Grid Model Meet-up Slides
5th LF Energy Power Grid Model Meet-up Slides
 
Crafting Excellence: A Comprehensive Guide to iOS Mobile App Development Serv...
Crafting Excellence: A Comprehensive Guide to iOS Mobile App Development Serv...Crafting Excellence: A Comprehensive Guide to iOS Mobile App Development Serv...
Crafting Excellence: A Comprehensive Guide to iOS Mobile App Development Serv...
 
Mutation Testing for Task-Oriented Chatbots
Mutation Testing for Task-Oriented ChatbotsMutation Testing for Task-Oriented Chatbots
Mutation Testing for Task-Oriented Chatbots
 
Programming Foundation Models with DSPy - Meetup Slides
Programming Foundation Models with DSPy - Meetup SlidesProgramming Foundation Models with DSPy - Meetup Slides
Programming Foundation Models with DSPy - Meetup Slides
 
“Temporal Event Neural Networks: A More Efficient Alternative to the Transfor...
“Temporal Event Neural Networks: A More Efficient Alternative to the Transfor...“Temporal Event Neural Networks: A More Efficient Alternative to the Transfor...
“Temporal Event Neural Networks: A More Efficient Alternative to the Transfor...
 
Dandelion Hashtable: beyond billion requests per second on a commodity server
Dandelion Hashtable: beyond billion requests per second on a commodity serverDandelion Hashtable: beyond billion requests per second on a commodity server
Dandelion Hashtable: beyond billion requests per second on a commodity server
 
Taking AI to the Next Level in Manufacturing.pdf
Taking AI to the Next Level in Manufacturing.pdfTaking AI to the Next Level in Manufacturing.pdf
Taking AI to the Next Level in Manufacturing.pdf
 
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
 
Freshworks Rethinks NoSQL for Rapid Scaling & Cost-Efficiency
Freshworks Rethinks NoSQL for Rapid Scaling & Cost-EfficiencyFreshworks Rethinks NoSQL for Rapid Scaling & Cost-Efficiency
Freshworks Rethinks NoSQL for Rapid Scaling & Cost-Efficiency
 
Artificial Intelligence and Electronic Warfare
Artificial Intelligence and Electronic WarfareArtificial Intelligence and Electronic Warfare
Artificial Intelligence and Electronic Warfare
 
[OReilly Superstream] Occupy the Space: A grassroots guide to engineering (an...
[OReilly Superstream] Occupy the Space: A grassroots guide to engineering (an...[OReilly Superstream] Occupy the Space: A grassroots guide to engineering (an...
[OReilly Superstream] Occupy the Space: A grassroots guide to engineering (an...
 
AppSec PNW: Android and iOS Application Security with MobSF
AppSec PNW: Android and iOS Application Security with MobSFAppSec PNW: Android and iOS Application Security with MobSF
AppSec PNW: Android and iOS Application Security with MobSF
 
Y-Combinator seed pitch deck template PP
Y-Combinator seed pitch deck template PPY-Combinator seed pitch deck template PP
Y-Combinator seed pitch deck template PP
 

Challenges of Open Data in Japanese Public Transport