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 VivaCity	
  2.0	
  Open	
  Data	
  Smart	
  City	
  Pla6orm	
  
Marco	
  Montanari	
  
 	
  
HI,	
  I’M	
  MARCO	
  
@ingmmo	
  
marco.montanari@gmail.com	
  
	
  
marco.montanari	
  or	
  sirmmo	
  on	
  facebook,	
  slideshare,	
  …	
  
	
  
	
  
	
  
	
  
	
  
	
  
	
  
hDp://ingmmo.com	
  
hDp://www.mmo.it	
  
hDps://github.com/sirmmo	
  
	
  
	
  
HI,	
  I’M	
  MARCO	
  
	
  	
  
We	
  <3	
  open	
  data!!!	
  
	
  
	
  
-­‐	
  Almost	
  everyone	
  
Oh	
  Open	
  Data	
  are	
  so	
  cool	
  …	
  
•  Lots	
  of	
  data	
  collecPons	
  (281*)	
  
•  Lots	
  of	
  data	
  sources	
  
•  Growing	
  movement	
  (*)	
  
•  More	
  and	
  more	
  ciPes	
  and	
  regions	
  
are	
  giving	
  out	
  datasets	
  
•  Lots	
  of	
  geographic	
  datasets	
  
•  Lots	
  of	
  geologic	
  datasets	
  
•  Lots	
  of	
  public	
  transportaPon	
  
datasets	
  
	
  
	
  
	
  
	
  
	
  
	
  
	
  
*	
  As	
  of	
  today	
  (20.09.12),	
  on	
  census.okfn.org	
  
…	
  But	
  There’s	
  a	
  catch	
  
…	
  But	
  There’s	
  a	
  catch	
  
NYC	
  Parks	
  (shp)	
  
ORGANIZATI	
  
STATUS	
  
TYPE	
  
GISPROPNUM	
  
OMPPROPID	
  
LOCATION	
  
JURISDICTI	
  
WATERFRONT	
  
MAPPED	
  
SIGNNAME	
  
BOROUGH	
  
Precinct	
  
ACRES	
  
Chicago	
  Parks	
  (csv)	
  
PARK	
  NUMBER	
  
PARK	
  NAME	
  
STREET	
  ADDRESS	
  
ZIP	
  
ACRES	
  	
  
WARD	
  
PARK	
  CLASS	
  
LABEL	
  
WHEELCHAIR	
  
ACCESSIBLE	
  BALL	
  
FIELDS	
  
ALFRED	
  CALDWELL	
  
LILY	
  POND	
  
ARCHERY	
  RANGE	
  
ARTIFICIAL	
  TURF	
  
FIELDS	
  
BAND	
  SHELL	
  
BASEBALL	
  BATTING	
  
CAGES	
  
BASKETBALL	
  
BACKBOARDS	
  
BASKETBALL	
  COURTS	
  
BEACH	
  
BOAT	
  LAUNCH	
  
(MOTORIZED)	
  
BOAT	
  LAUNCH	
  (NON-­‐
MOTORIZED)	
  
BOAT	
  SLIPS	
  
BOCCE	
  COURT	
  
BOWLING	
  GREEN	
  
CASTING	
  AREA	
  
CHESS	
  PAVILLION	
  
FOOTBALL	
  SOCCER	
  
COMBO	
  
COMMUNITY	
  GARDEN	
  
CONSERVATORY	
  
CULTURAL	
  CENTER	
  
DOG-­‐FRIENDLY	
  
FITNESS	
  CENTER	
  
FITNESS	
  COURSES	
  
GALLERY	
  
GARDEN	
  
GOLF	
  COURSE	
  
GOLF	
  DRIVING	
  RANGE	
  
GOLF	
  PUTTING	
  
GREENS	
  
GYMNASIUM	
  
GYMNASTIC	
  CENTERS	
  
HANDBALL/
RAQUETBALL	
  COURT	
  
HANDBALL	
  
HORSESHOE	
  COURTS	
  
ICE	
  SKATING	
  
POOL	
  INDOOR	
  
BASEBALL	
  JR/
SOFTBALL/T-­‐BALL	
  
MOUNTAIN	
  BIKE	
  
TRAIL	
  
NATURE	
  
CENTER,POOL	
  
OUTDOOR	
  
PAVILLION	
  
ZOO	
  
PLAYGROUND	
  
PLAYGROUND	
  PARK	
  
ROWING	
  CLUB	
  
VOLLEYBALL	
  
SENIOR	
  CENTER	
  
SHUFFLEBOARD	
  
SKATE	
  PARK	
  
SLED	
  HILL	
  
SPORT	
  ROLLER	
  
COURTS	
  
SPRAY	
  FEATURE	
  
BASEBALL	
  SR	
  
TENNIS	
  COURTS	
  
TRACK	
  
VOLLEYBALL	
  SAND	
  
WATER	
  PLAYGROUND	
  
WATER	
  SLIDE	
  
BOXING	
  CENTER	
  
WETLAND	
  AREA	
  
LAGOON	
  
CAROUSEL	
  
CROQUET	
  
GOLF	
  COURSE	
  
MINIATURE	
  
MODEL	
  TRAIN	
  
DISPLAY	
  
MODEL	
  YACHT	
  BASIN	
  
CRICKET	
  FIELD	
  
LOCATION	
  	
  
Bologna	
  Parks	
  (shp)	
  
COD_UG	
  	
  
NOME	
  	
  
…	
  But	
  There’s	
  a	
  (bunch	
  of)	
  	
  catch(es)	
  
NYC	
  Parks	
  (shp)	
  
ORGANIZATI	
  
STATUS	
  
TYPE	
  
GISPROPNUM	
  
OMPPROPID	
  
LOCATION	
  
JURISDICTI	
  
WATERFRONT	
  
MAPPED	
  
SIGNNAME	
  
BOROUGH	
  
Precinct	
  
ACRES	
  
	
  
AREAS	
  
Chicago	
  Parks	
  (csv)	
  
PARK	
  NUMBER	
  
PARK	
  NAME	
  
STREET	
  ADDRESS	
  
ZIP	
  
ACRES	
  	
  
WARD	
  
PARK	
  CLASS	
  
LABEL	
  
WHEELCHAIR	
  
ACCESSIBLE	
  BALL	
  
FIELDS	
  
ALFRED	
  CALDWELL	
  
LILY	
  POND	
  
ARCHERY	
  RANGE	
  
ARTIFICIAL	
  TURF	
  
FIELDS	
  
BAND	
  SHELL	
  
BASEBALL	
  BATTING	
  
CAGES	
  
BASKETBALL	
  
BACKBOARDS	
  
BASKETBALL	
  COURTS	
  
BEACH	
  
BOAT	
  LAUNCH	
  
(MOTORIZED)	
  
BOAT	
  LAUNCH	
  (NON-­‐
MOTORIZED)	
  
BOAT	
  SLIPS	
  
BOCCE	
  COURT	
  
BOWLING	
  GREEN	
  
CASTING	
  AREA	
  
CHESS	
  PAVILLION	
  
FOOTBALL	
  SOCCER	
  
COMBO	
  
COMMUNITY	
  GARDEN	
  
CONSERVATORY	
  
CULTURAL	
  CENTER	
  
DOG-­‐FRIENDLY	
  
FITNESS	
  CENTER	
  
FITNESS	
  COURSES	
  
GALLERY	
  
GARDEN	
  
GOLF	
  COURSE	
  
GOLF	
  DRIVING	
  RANGE	
  
GOLF	
  PUTTING	
  
GREENS	
  
GYMNASIUM	
  
GYMNASTIC	
  CENTERS	
  
HANDBALL/
RAQUETBALL	
  COURT	
  
HANDBALL	
  
HORSESHOE	
  COURTS	
  
ICE	
  SKATING	
  
POOL	
  INDOOR	
  
BASEBALL	
  JR/
SOFTBALL/T-­‐BALL	
  
MOUNTAIN	
  BIKE	
  
TRAIL	
  
NATURE	
  
CENTER,POOL	
  
OUTDOOR	
  
PAVILLION	
  
ZOO	
  
PLAYGROUND	
  
PLAYGROUND	
  PARK	
  
ROWING	
  CLUB	
  
VOLLEYBALL	
  
SENIOR	
  CENTER	
  
SHUFFLEBOARD	
  
SKATE	
  PARK	
  
SLED	
  HILL	
  
SPORT	
  ROLLER	
  
COURTS	
  
SPRAY	
  FEATURE	
  
BASEBALL	
  SR	
  
TENNIS	
  COURTS	
  
TRACK	
  
VOLLEYBALL	
  SAND	
  
WATER	
  PLAYGROUND	
  
WATER	
  SLIDE	
  
BOXING	
  CENTER	
  
WETLAND	
  AREA	
  
LAGOON	
  
CAROUSEL	
  
CROQUET	
  
GOLF	
  COURSE	
  
MINIATURE	
  
MODEL	
  TRAIN	
  
DISPLAY	
  
MODEL	
  YACHT	
  BASIN	
  
CRICKET	
  FIELD	
  
LOCATION	
  	
  
	
  
POINTS	
  
Bologna	
  Parks	
  (shp)	
  
COD_UG	
  	
  
NOME	
  	
  
	
  
AREAS	
  
It’s	
  all	
  about	
  semanPcs	
  
•  Adding	
  semanPcs	
  to	
  SHP	
  (dbf),	
  CSV	
  
– Easy	
  but	
  elaborate	
  
•  Adding	
  a	
  normalizaPon	
  process	
  to	
  the	
  CSV	
  
– Quite	
  easy	
  but	
  quite	
  elaborate	
  
	
  
•  We	
  could	
  define	
  a	
  meta-­‐semanPc	
  model…	
  
It’s	
  all	
  about	
  dimensions	
  
Time	
  
•  Date	
  
•  Timestamp	
  
•  Reference	
  Period	
  
Topic 	
  	
  
•  PoliPcs	
  
•  Finance	
  
•  Social	
  issues	
  
Space	
  
•  Coordinates	
  
•  Areas	
  
•  Regions	
  and	
  sub-­‐regions	
  
It’s	
  all	
  about	
  dimensions	
  
Time	
  
•  Date	
  
•  Timestamp	
  
•  Reference	
  Period	
  
Topic 	
  	
  
•  PoliPcs	
  
•  Finance	
  
•  Social	
  issues	
  
Space	
  
•  Coordinates	
  
•  Areas	
  
•  Regions	
  and	
  sub-­‐regions	
  
It’s	
  all	
  about	
  dimensions	
  
Time	
  
•  Date	
  
•  Timestamp	
  
•  Reference	
  Period	
  
Topic 	
  	
  
•  PoliPcs	
  
•  Finance	
  
•  Social	
  issues	
  
Space	
  
•  Coordinates	
  
•  Areas	
  
•  Regions	
  and	
  sub-­‐regions	
  
It’s	
  all	
  about	
  dimensions	
  
Time	
  
•  Date	
  
•  Timestamp	
  
•  Reference	
  Period	
  
Topic 	
  	
  
•  PoliPcs	
  
•  Finance	
  
•  Social	
  issues	
  
Space	
  
•  Coordinates	
  
•  Areas	
  
•  Regions	
  and	
  sub-­‐regions	
  
It’s	
  all	
  about	
  ontologies	
  
•  Lots	
  of	
  ontologies	
  explainig	
  the	
  most	
  various	
  topics	
  
–  DMTF	
  è	
  CIM	
  ontology	
  (useless?	
  Why?)	
  
–  INSPIRE	
  
–  Dublin	
  Core	
  
–  Foaf	
  
–  …	
  
•  Do	
  we	
  need	
  more?	
  	
  
–  Sure!	
  But	
  projects	
  are	
  already	
  ongoing	
  (and	
  if	
  there	
  is	
  no	
  standard,	
  we	
  can	
  
always	
  try	
  to	
  become	
  a	
  de-­‐facto	
  standard)	
  
But	
  in	
  the	
  end	
  it’s	
  all	
  about	
  visualizing	
  the	
  data…	
  
•  Who	
  likes	
  a	
  table?	
  (besides	
  developers)	
  
…and	
  puong	
  it	
  into	
  context	
  (generate	
  informaPon)…	
  
…and	
  puong	
  it	
  into	
  context	
  (generate	
  informaPon)…	
  
…and	
  puong	
  it	
  into	
  context	
  (generate	
  informaPon)…	
  
…	
  and	
  elaborate	
  
•  MDX	
  queries	
  and	
  aggregaPons	
  based	
  on	
  the	
  various	
  
dimensions	
  defined	
  by	
  the	
  topic-­‐based	
  ontologies	
  
•  SPARQL	
  queries	
  to	
  harness	
  the	
  graph-­‐structure	
  of	
  the	
  backend	
  
•  SQL	
  queries	
  to	
  enable	
  access	
  to	
  table-­‐like	
  front-­‐ends	
  
•  WFS	
  queries	
  to	
  enable	
  access	
  to	
  GIS	
  tools	
  
VivaCity	
  
Park_name	
   Ball	
  fields	
   Borough	
   City	
   Geometry	
  
Margherita	
   3	
   Murri	
   Bologna	
   …	
  
Montagnola	
   0	
   Porto	
   Bologna	
   …	
  
Borough	
   Phone	
   Manager	
   City	
   Geometry	
  
Murri	
   +39051000000	
   Mario	
  Rossi	
   Bologna	
   …	
  
Porto	
   +39051000001	
   Luigi	
  Neri	
   Bologna	
   …	
  
VivaCity	
  
PARK	
  
TREE	
  
SPECIES	
  
SERVICE	
  
PLAY	
  
FIELD	
  
BALL	
  
FIELD	
  
BASKET	
  
FIELD	
  
MGMT	
  
PHONE	
  
NUMBER	
  
VivaCity	
  
Park_name	
   Ball	
  fields	
   Borough	
   City	
   Geometry	
  
Margherita	
   3	
   Murri	
   Bologna	
   …	
  
Montagnola	
   0	
   Porto	
   Bologna	
   …	
  
Borough	
   Phone	
   Manager	
   City	
   Geometry	
  
Murri	
   +39051000000	
   Mario	
  Rossi	
   Bologna	
   …	
  
Porto	
   +39051000001	
   Luigi	
  Neri	
   Bologna	
   …	
  
PARK	
  
TREE	
  
SPECIES	
  
SERVICE	
  
PLAY	
  
FIELD	
  
BALL	
  
FIELD	
  
BASKET	
  
FIELD	
  
MGMT	
  
PHONE	
  
NUMBER	
  
 
	
  
	
  
	
  
	
  
	
  
	
  
	
  
	
  
	
  
	
  
	
  
	
  
The	
  semanPc	
  is	
  
given	
  to	
  any	
  meta-­‐
descripPon	
  of	
  a	
  
dataset	
  
	
  
At	
  every	
  change	
  a	
  
new	
  semanPc	
  has	
  
to	
  be	
  given	
  
	
  
	
  
	
  
	
  
	
  
	
  
	
  
	
  
	
  
	
  
	
  
	
  
	
  
ETL	
  is	
  complex	
  in	
  
many	
  forms	
  
	
  
Can	
  be	
  from	
  filed	
  
and	
  APIs	
  
	
  
Versioned	
  
	
  
VivaCity	
  
Ontology	
   SemanPcs	
   Raw	
  Data	
   VivaCity	
  
VivaCity	
  
•  Not	
  just	
  a	
  front	
  end	
  
•  Not	
  just	
  an	
  uniforming	
  tool	
  
•  A	
  way	
  to	
  understand	
  and	
  help	
  interprePng	
  the	
  data	
  exposed	
  as	
  
Open	
  Data	
  
•  A	
  pla6orm	
  for	
  the	
  city	
  to	
  evolve	
  from	
  data	
  producer	
  to	
  data	
  
integrator	
  
The	
  stack	
  
VivaCity	
  1.0	
  
•  Openlayers	
  2	
  
–  Geojson	
  where	
  possible	
  
•  Django	
  
–  Data	
  manager	
  
–  Exposed	
  basic	
  WFS	
  	
  
•  Postgresql	
  (PostGIS)	
  
–  Neo4j	
  was	
  young	
  and	
  needed	
  more	
  evoluPon	
  
–  Mongodb	
  supported	
  only	
  points,	
  had	
  only	
  
superficial	
  support	
  of	
  queries	
  
–  PostGIS	
  is	
  THE	
  best	
  for	
  many	
  cases	
  
–  Not	
  for	
  graphs…	
  	
  
VivaCity	
  2.0	
  
•  Leaflet	
  (with	
  plugins)	
  [maybe	
  OL3.js	
  soon]	
  
–  GeoJSON,	
  TopoJSON	
  where	
  possible	
  
•  Django	
  
–  With	
  the	
  role	
  of	
  data	
  manager	
  
–  Exposes	
  the	
  “data”	
  APIs	
  
•  Fyzz	
  for	
  sparql	
  interpretaPon	
  
•  MDXParse	
  (developed	
  for	
  this	
  project)	
  for	
  MDX	
  
interpretaPon	
  
•  SQLParse	
  for	
  SQL	
  interpretaPon	
  
–  Exposes	
  the	
  OGC	
  APIs	
  
–  Celery	
  to	
  manage	
  the	
  import	
  of	
  data	
  
•  Mongodb	
  +	
  Neo4j	
  spaPal	
  
–  Mongo	
  for	
  basic	
  document	
  queries	
  and	
  a	
  document	
  centric	
  
approach	
  
–  Neo4j	
  for	
  complex	
  relaPonal	
  queries	
  and	
  a	
  relaPonship-­‐
centric	
  approach	
  
It’s	
  Open	
  Source	
  
Or	
  beDer,	
  it	
  will	
  be	
  soon	
  (end	
  november)	
  
	
  
Right	
  now	
  there	
  is	
  version	
  1.0	
  on	
  github	
  (for	
  last	
  year’s	
  never-­‐
made	
  FOSS4G12)	
  -­‐	
  hDps://github.com/ciPzennerd/VivaCity	
  	
  	
  
IT’S	
  A	
  PROTOTYPE!!!	
  
	
  
	
  
Thanks!	
  
Marco.montanari@gmail.com	
  ,	
  @ingmmo,	
  
ingmmo.com,	
  hDps://github.com/sirmmo,	
  	
  

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VivaCity 2.0 Open Data Smart City Platform

  • 1.  VivaCity  2.0  Open  Data  Smart  City  Pla6orm   Marco  Montanari  
  • 2.     HI,  I’M  MARCO  
  • 3. @ingmmo   marco.montanari@gmail.com     marco.montanari  or  sirmmo  on  facebook,  slideshare,  …                 hDp://ingmmo.com   hDp://www.mmo.it   hDps://github.com/sirmmo       HI,  I’M  MARCO      
  • 4. We  <3  open  data!!!       -­‐  Almost  everyone  
  • 5. Oh  Open  Data  are  so  cool  …   •  Lots  of  data  collecPons  (281*)   •  Lots  of  data  sources   •  Growing  movement  (*)   •  More  and  more  ciPes  and  regions   are  giving  out  datasets   •  Lots  of  geographic  datasets   •  Lots  of  geologic  datasets   •  Lots  of  public  transportaPon   datasets                 *  As  of  today  (20.09.12),  on  census.okfn.org  
  • 6. …  But  There’s  a  catch  
  • 7. …  But  There’s  a  catch   NYC  Parks  (shp)   ORGANIZATI   STATUS   TYPE   GISPROPNUM   OMPPROPID   LOCATION   JURISDICTI   WATERFRONT   MAPPED   SIGNNAME   BOROUGH   Precinct   ACRES   Chicago  Parks  (csv)   PARK  NUMBER   PARK  NAME   STREET  ADDRESS   ZIP   ACRES     WARD   PARK  CLASS   LABEL   WHEELCHAIR   ACCESSIBLE  BALL   FIELDS   ALFRED  CALDWELL   LILY  POND   ARCHERY  RANGE   ARTIFICIAL  TURF   FIELDS   BAND  SHELL   BASEBALL  BATTING   CAGES   BASKETBALL   BACKBOARDS   BASKETBALL  COURTS   BEACH   BOAT  LAUNCH   (MOTORIZED)   BOAT  LAUNCH  (NON-­‐ MOTORIZED)   BOAT  SLIPS   BOCCE  COURT   BOWLING  GREEN   CASTING  AREA   CHESS  PAVILLION   FOOTBALL  SOCCER   COMBO   COMMUNITY  GARDEN   CONSERVATORY   CULTURAL  CENTER   DOG-­‐FRIENDLY   FITNESS  CENTER   FITNESS  COURSES   GALLERY   GARDEN   GOLF  COURSE   GOLF  DRIVING  RANGE   GOLF  PUTTING   GREENS   GYMNASIUM   GYMNASTIC  CENTERS   HANDBALL/ RAQUETBALL  COURT   HANDBALL   HORSESHOE  COURTS   ICE  SKATING   POOL  INDOOR   BASEBALL  JR/ SOFTBALL/T-­‐BALL   MOUNTAIN  BIKE   TRAIL   NATURE   CENTER,POOL   OUTDOOR   PAVILLION   ZOO   PLAYGROUND   PLAYGROUND  PARK   ROWING  CLUB   VOLLEYBALL   SENIOR  CENTER   SHUFFLEBOARD   SKATE  PARK   SLED  HILL   SPORT  ROLLER   COURTS   SPRAY  FEATURE   BASEBALL  SR   TENNIS  COURTS   TRACK   VOLLEYBALL  SAND   WATER  PLAYGROUND   WATER  SLIDE   BOXING  CENTER   WETLAND  AREA   LAGOON   CAROUSEL   CROQUET   GOLF  COURSE   MINIATURE   MODEL  TRAIN   DISPLAY   MODEL  YACHT  BASIN   CRICKET  FIELD   LOCATION     Bologna  Parks  (shp)   COD_UG     NOME    
  • 8. …  But  There’s  a  (bunch  of)    catch(es)   NYC  Parks  (shp)   ORGANIZATI   STATUS   TYPE   GISPROPNUM   OMPPROPID   LOCATION   JURISDICTI   WATERFRONT   MAPPED   SIGNNAME   BOROUGH   Precinct   ACRES     AREAS   Chicago  Parks  (csv)   PARK  NUMBER   PARK  NAME   STREET  ADDRESS   ZIP   ACRES     WARD   PARK  CLASS   LABEL   WHEELCHAIR   ACCESSIBLE  BALL   FIELDS   ALFRED  CALDWELL   LILY  POND   ARCHERY  RANGE   ARTIFICIAL  TURF   FIELDS   BAND  SHELL   BASEBALL  BATTING   CAGES   BASKETBALL   BACKBOARDS   BASKETBALL  COURTS   BEACH   BOAT  LAUNCH   (MOTORIZED)   BOAT  LAUNCH  (NON-­‐ MOTORIZED)   BOAT  SLIPS   BOCCE  COURT   BOWLING  GREEN   CASTING  AREA   CHESS  PAVILLION   FOOTBALL  SOCCER   COMBO   COMMUNITY  GARDEN   CONSERVATORY   CULTURAL  CENTER   DOG-­‐FRIENDLY   FITNESS  CENTER   FITNESS  COURSES   GALLERY   GARDEN   GOLF  COURSE   GOLF  DRIVING  RANGE   GOLF  PUTTING   GREENS   GYMNASIUM   GYMNASTIC  CENTERS   HANDBALL/ RAQUETBALL  COURT   HANDBALL   HORSESHOE  COURTS   ICE  SKATING   POOL  INDOOR   BASEBALL  JR/ SOFTBALL/T-­‐BALL   MOUNTAIN  BIKE   TRAIL   NATURE   CENTER,POOL   OUTDOOR   PAVILLION   ZOO   PLAYGROUND   PLAYGROUND  PARK   ROWING  CLUB   VOLLEYBALL   SENIOR  CENTER   SHUFFLEBOARD   SKATE  PARK   SLED  HILL   SPORT  ROLLER   COURTS   SPRAY  FEATURE   BASEBALL  SR   TENNIS  COURTS   TRACK   VOLLEYBALL  SAND   WATER  PLAYGROUND   WATER  SLIDE   BOXING  CENTER   WETLAND  AREA   LAGOON   CAROUSEL   CROQUET   GOLF  COURSE   MINIATURE   MODEL  TRAIN   DISPLAY   MODEL  YACHT  BASIN   CRICKET  FIELD   LOCATION       POINTS   Bologna  Parks  (shp)   COD_UG     NOME       AREAS  
  • 9.
  • 10. It’s  all  about  semanPcs   •  Adding  semanPcs  to  SHP  (dbf),  CSV   – Easy  but  elaborate   •  Adding  a  normalizaPon  process  to  the  CSV   – Quite  easy  but  quite  elaborate     •  We  could  define  a  meta-­‐semanPc  model…  
  • 11. It’s  all  about  dimensions   Time   •  Date   •  Timestamp   •  Reference  Period   Topic     •  PoliPcs   •  Finance   •  Social  issues   Space   •  Coordinates   •  Areas   •  Regions  and  sub-­‐regions  
  • 12. It’s  all  about  dimensions   Time   •  Date   •  Timestamp   •  Reference  Period   Topic     •  PoliPcs   •  Finance   •  Social  issues   Space   •  Coordinates   •  Areas   •  Regions  and  sub-­‐regions  
  • 13. It’s  all  about  dimensions   Time   •  Date   •  Timestamp   •  Reference  Period   Topic     •  PoliPcs   •  Finance   •  Social  issues   Space   •  Coordinates   •  Areas   •  Regions  and  sub-­‐regions  
  • 14. It’s  all  about  dimensions   Time   •  Date   •  Timestamp   •  Reference  Period   Topic     •  PoliPcs   •  Finance   •  Social  issues   Space   •  Coordinates   •  Areas   •  Regions  and  sub-­‐regions  
  • 15. It’s  all  about  ontologies   •  Lots  of  ontologies  explainig  the  most  various  topics   –  DMTF  è  CIM  ontology  (useless?  Why?)   –  INSPIRE   –  Dublin  Core   –  Foaf   –  …   •  Do  we  need  more?     –  Sure!  But  projects  are  already  ongoing  (and  if  there  is  no  standard,  we  can   always  try  to  become  a  de-­‐facto  standard)  
  • 16. But  in  the  end  it’s  all  about  visualizing  the  data…   •  Who  likes  a  table?  (besides  developers)  
  • 17. …and  puong  it  into  context  (generate  informaPon)…  
  • 18. …and  puong  it  into  context  (generate  informaPon)…  
  • 19. …and  puong  it  into  context  (generate  informaPon)…  
  • 20. …  and  elaborate   •  MDX  queries  and  aggregaPons  based  on  the  various   dimensions  defined  by  the  topic-­‐based  ontologies   •  SPARQL  queries  to  harness  the  graph-­‐structure  of  the  backend   •  SQL  queries  to  enable  access  to  table-­‐like  front-­‐ends   •  WFS  queries  to  enable  access  to  GIS  tools  
  • 21.
  • 22.
  • 23. VivaCity   Park_name   Ball  fields   Borough   City   Geometry   Margherita   3   Murri   Bologna   …   Montagnola   0   Porto   Bologna   …   Borough   Phone   Manager   City   Geometry   Murri   +39051000000   Mario  Rossi   Bologna   …   Porto   +39051000001   Luigi  Neri   Bologna   …  
  • 24. VivaCity   PARK   TREE   SPECIES   SERVICE   PLAY   FIELD   BALL   FIELD   BASKET   FIELD   MGMT   PHONE   NUMBER  
  • 25. VivaCity   Park_name   Ball  fields   Borough   City   Geometry   Margherita   3   Murri   Bologna   …   Montagnola   0   Porto   Bologna   …   Borough   Phone   Manager   City   Geometry   Murri   +39051000000   Mario  Rossi   Bologna   …   Porto   +39051000001   Luigi  Neri   Bologna   …   PARK   TREE   SPECIES   SERVICE   PLAY   FIELD   BALL   FIELD   BASKET   FIELD   MGMT   PHONE   NUMBER  
  • 26.                           The  semanPc  is   given  to  any  meta-­‐ descripPon  of  a   dataset     At  every  change  a   new  semanPc  has   to  be  given                             ETL  is  complex  in   many  forms     Can  be  from  filed   and  APIs     Versioned     VivaCity   Ontology   SemanPcs   Raw  Data   VivaCity  
  • 27. VivaCity   •  Not  just  a  front  end   •  Not  just  an  uniforming  tool   •  A  way  to  understand  and  help  interprePng  the  data  exposed  as   Open  Data   •  A  pla6orm  for  the  city  to  evolve  from  data  producer  to  data   integrator  
  • 28. The  stack   VivaCity  1.0   •  Openlayers  2   –  Geojson  where  possible   •  Django   –  Data  manager   –  Exposed  basic  WFS     •  Postgresql  (PostGIS)   –  Neo4j  was  young  and  needed  more  evoluPon   –  Mongodb  supported  only  points,  had  only   superficial  support  of  queries   –  PostGIS  is  THE  best  for  many  cases   –  Not  for  graphs…     VivaCity  2.0   •  Leaflet  (with  plugins)  [maybe  OL3.js  soon]   –  GeoJSON,  TopoJSON  where  possible   •  Django   –  With  the  role  of  data  manager   –  Exposes  the  “data”  APIs   •  Fyzz  for  sparql  interpretaPon   •  MDXParse  (developed  for  this  project)  for  MDX   interpretaPon   •  SQLParse  for  SQL  interpretaPon   –  Exposes  the  OGC  APIs   –  Celery  to  manage  the  import  of  data   •  Mongodb  +  Neo4j  spaPal   –  Mongo  for  basic  document  queries  and  a  document  centric   approach   –  Neo4j  for  complex  relaPonal  queries  and  a  relaPonship-­‐ centric  approach  
  • 29. It’s  Open  Source   Or  beDer,  it  will  be  soon  (end  november)     Right  now  there  is  version  1.0  on  github  (for  last  year’s  never-­‐ made  FOSS4G12)  -­‐  hDps://github.com/ciPzennerd/VivaCity       IT’S  A  PROTOTYPE!!!      
  • 30. Thanks!   Marco.montanari@gmail.com  ,  @ingmmo,   ingmmo.com,  hDps://github.com/sirmmo,