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Exploring The Betrothed Lovers
ANDREA	
  BOLIOLI	
  –	
  CROSS	
  LIBRARY	
  SRL	
  
MATTEO	
  CASU	
  –	
  CELI	
  SRL	
  
MAURIZIO	
  LANA	
  -­‐	
  UNIVERSITÀ	
  DEGLI	
  STUDI	
  DEL	
  
PIEMONTE	
  ORIENTALE	
  
RENATO	
  RODA	
  –	
  UNIVERSITÀ	
  DI	
  TORINO	
  
Sèduco	
   (Sharing	
   EDUcaDonal	
   COntent)	
   aims	
   to	
   study,	
   develop	
  
and	
  test	
  digital	
  tools	
  for	
  the	
  creaDon,	
  management	
  and	
  sharing	
  
of	
   educaDonal	
   contents	
   in	
   the	
   italian	
   upper	
   secondary	
   school	
  
(age	
  14	
  to	
  18).	
  	
  
The	
  Promessi	
  Sposi	
  App	
  in	
  the	
  context	
  
of	
  Sèduco	
  
CELI	
  srl	
  –	
  Turin,	
  Italy	
  
Cross	
  Library	
  srl	
  –	
  Trento,	
  Italy	
  
spinoff	
  Celi/FBK	
  (Bruno	
  Kessler	
  
FoundaDon)	
  
•  Educa,onal	
  objec,ve:	
  classics	
  are	
  perceived	
  as	
  boring!	
  –	
  and	
  
o[en	
  they	
  are	
  not	
  …	
  
•  Business	
  objec,ve:	
  going	
  beyond	
  the	
  concept	
  of	
  e-­‐book	
  
Provide	
  an	
  applicaDon	
  for:	
  
•  The	
  explora,on	
  of	
  rich	
  contents	
  
•  The	
  discovery	
  of	
  hidden	
  informaDon	
  
Apply	
  semanDcs	
  and	
  SNA	
  	
  to	
  a	
  classic	
  
Why?	
  
How?	
  
Divise	
  an	
  architecture	
  to	
  make	
  it	
  repeatable	
  with	
  low	
  costs	
  
With	
  a	
  constraint	
  
•  “I	
  Promessi	
  Sposi”	
  (1827)	
  is	
  a	
  classic	
  of	
  italian	
  literature	
  by	
  
Alessandro	
  Manzoni	
  (1785	
  –	
  1873)	
  –	
  historical	
  novel	
  set	
  in	
  
1628,	
   during	
   the	
   Spanish	
   dominaDon	
   (parallel	
   to	
   Austrian	
  
dominaDon	
  during	
  Manzoni’s	
  Dme)	
  
•  Historical	
  novel	
  represenDng	
  the	
  cultural	
  and	
  linguisDc	
  unity	
  
of	
  Italy	
  
•  It	
  is	
  studied	
  (mandatory)	
  in	
  the	
  second	
  year	
  of	
  italian	
  high	
  
schools	
  
What	
  The Betrothed	
  	
  is	
  
Curiosi,es	
  
•  The	
   translaDon	
   of	
   the	
   Dtle	
   in	
   “The	
   Betrothed	
   Lovers”	
   comes	
  
from	
  the	
  first	
  review	
  by	
  E.A.Poe	
  (1835)	
  
•  I	
  Promessi	
  Sposi	
  was	
  inspired	
  by	
  Scok’s	
  Ivanhoe	
  (1819)	
  	
  
The Betrothed	
  	
  as	
  a	
  semanDc	
  mashup	
  
•  segmentaDon	
  at	
  the	
  level	
  of	
  paragraphs	
  (indexed	
  in	
  the	
  Celi	
  
semanDc	
  search	
  engine)	
  
•  annotaDon	
   of	
   the	
   novel	
   for	
   enDty	
   menDons	
   (persons	
   and	
  
locaDons,	
  automated	
  task)	
  and	
  narraDve	
  sequences	
  (unit	
  of	
  
Dme/place/acDon,	
  manual	
  task)	
  
•  two	
   NER	
   tools	
   -­‐-­‐	
   TextPro	
   by	
   FBK	
   and	
   Sophia	
   Seman,c	
  
Engine	
  by	
  CELI	
  
•  the	
  automaDc	
  annotaDon	
  was	
  manually	
  corrected	
  
CreaDon	
  of	
  the	
  applicaDon	
  
•  During	
   the	
   creaDon	
   of	
   I	
   Promessi	
   Sposi	
   we	
   learned	
   some	
  
lessons…	
  
Structural	
  annota,ons:	
  XML-­‐based	
  -­‐-­‐	
  there	
  are	
  limits	
  (e.g.	
  
non-­‐overlapping	
  annotaDons)	
  
Named-­‐en,,es	
   annota,ons:	
   poor	
   -­‐-­‐	
   only	
   recently	
   TEI	
  
introduced	
  the	
  use	
  of	
  keys	
  
Indexing:	
  choose	
  a	
  level	
  of	
  granularity	
  (paragraphs)	
  
Architecture	
  
We	
  want	
  the	
  architecture	
  to	
  be	
  reusable	
  for	
  any	
  novel:	
  
•  arbitrary	
   annotaDon/segmentaDon	
   of	
   porDons	
   of	
   text	
  
(chapters,	
  sequences,	
  dialogue	
  lines,	
  “like”	
  …	
  )	
  
•  Link	
  text	
  annotaDons	
  with	
  externally-­‐defined	
  enDDes	
  
•  The	
  index	
  does	
  not	
  mirror	
  a	
  parDcular	
  annotaDon	
  	
  
Generaliza,on	
  
Tradi,onal	
  methodology	
  
Architecture	
  
Ontological	
  Model	
  
We	
   reused	
   Linked	
   Open	
   Vocabularies	
   (foaf,	
   geoNames	
   ontology,	
  
SPAR	
  ontologies).	
  
•  FRBR’s	
  disDncDon	
  between	
  a	
  Work,	
  its	
  Expressions	
  (different	
  revisions)	
  and	
  
its	
  ManifestaDons	
  (ediDons)	
  to	
  enable	
  cross-­‐ediDon	
  analyDcs	
  
•  Discourse	
  elements	
  (chapters,	
  paragraphs)	
  are	
  fixed	
  (by	
  the	
  author)	
  
•  Sequences:	
   narraDve	
   (incl.	
   dialogues	
   and	
   monologues),	
   descripDve	
   or	
  
reflexive	
   -­‐	
   in	
   many-­‐to-­‐many	
   relaDon	
   with	
   paragraphs.	
   NarraDve	
   sequences	
  
are	
  linked	
  to	
  characters	
  which	
  act	
  in	
  them,	
  and	
  to	
  speakers	
  
•  Characters	
   are	
   persons	
   or	
   groups	
   ,	
   with	
   links	
   between	
   groups	
   and	
   their	
  
members	
  –	
  are	
  actors	
  or	
  speakers	
  in	
  sequences.	
  The	
  noDon	
  of	
  character	
  is	
  
not	
  a	
  class,	
  but	
  a	
  role	
  played	
  by	
  an	
  Agent	
  in	
  a	
  Work.	
  
•  Loca,ons:	
   can	
   be	
   municipaliDes	
   (such	
   as	
   Milan,	
   Lecco),	
   relaDve	
   locaDons	
  
(e.g.	
   Lucia’s	
   house),	
   indefinite	
   locaDons	
   ("near	
   Lecco”),	
   journeys	
   -­‐-­‐	
   change	
  
status	
   over	
   ,me	
   (e.g.	
   the	
   home	
   of	
   Lucia	
   was	
   in	
   Acquate,	
   formerly	
   a	
  
municipality,	
  now	
  a	
  neighboroud	
  in	
  Lecco)	
  
•  Contribu,ons	
  (images,	
  web	
  documents)	
  can	
  be	
  added	
  by	
  students	
  
–	
  they	
  can	
  be	
  linked	
  to	
  any	
  enDty	
  in	
  the	
  model.	
  
Learning	
  and	
  Social	
  Aspects	
  
	
  
•  Students	
   and	
   teachers	
   contributed	
   in	
   the	
   creaDon	
  
process:	
  
•  Searching	
  for	
  images	
  
•  SegmentaDon	
  in	
  narraDve	
  sequences	
  
•  Research	
  on	
  different	
  maps	
  for	
  the	
  visualizaDon	
  of	
  
the	
  locaDons	
  in	
  different	
  Dmes	
  
•  And	
  in	
  its	
  maintaining:	
  
•  contribute	
   with	
   images,	
   works	
   about	
   characters,	
  
etc.	
  
Social	
  Network	
  AnalyDcs	
  
	
  
1.  ConversaDonal	
  network	
  
•  Nodes	
  and	
  edges	
  are	
  weighted:	
  weight	
  =	
  number	
  
of	
  dialogues	
  in	
  which	
  the	
  characters	
  are	
  involved	
  
2.  NarraDve	
  network	
  
•  Edges	
   idenDfy	
   co-­‐occurrence	
   of	
   characters	
   in	
   the	
  
same	
  narra,ve	
  sequence	
  
Extrac,on	
  of	
  two	
  interac,onal	
  networks	
  
Detail:	
  NarraDve	
  Sequences	
  
Detail:	
  Characters	
  
Detail:	
  LocaDons	
  
Detail:	
  CollocaDons	
  
Detail:	
  ConversaDonal	
  Network	
  
•  Renzo	
  is	
  central	
  
w.r.t.	
  dialogue	
  
interacDons.	
  
•  Clusters	
  
emerge:	
  
heroes	
  /	
  
villains	
  /
supporDng	
  
characters	
  
Detail:	
  NarraDve	
  Network	
  
•  Lucia	
  is	
  a	
  more	
  
acDon-­‐oriented	
  
figure	
  
•  Again,	
  clusters	
  
emerge	
  
Next	
  Steps	
  
•  We	
  are	
  enhancing	
  the	
  search	
  experience	
  of	
  I	
  Promessi	
  
Sposi	
   with	
   structure	
   expected	
   by	
   our	
   model	
   (e.g.	
  
locaDons	
  hierarchy)	
  
•  We	
   are	
   applying	
   the	
   process	
   from	
   scratch	
   to	
   new	
  
novels	
  
•  Next?	
  
Ø  Unleash	
   sem	
   web	
   techniques:	
   use	
   a	
   triple	
   store	
  
with	
   inference	
   enabled,	
   link	
   enDDes	
   to	
   the	
   LOD	
  
cloud	
  …	
  
I	
  Promessi	
  Sposi	
  was	
  born	
  together	
  with	
  the	
  design	
  and	
  
refinement	
  of	
  the	
  architecture	
  
Thank	
  you	
  

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Matteo Casu Exploring The Betrothed Lovers Hamburg

  • 1. Exploring The Betrothed Lovers ANDREA  BOLIOLI  –  CROSS  LIBRARY  SRL   MATTEO  CASU  –  CELI  SRL   MAURIZIO  LANA  -­‐  UNIVERSITÀ  DEGLI  STUDI  DEL   PIEMONTE  ORIENTALE   RENATO  RODA  –  UNIVERSITÀ  DI  TORINO  
  • 2. Sèduco   (Sharing   EDUcaDonal   COntent)   aims   to   study,   develop   and  test  digital  tools  for  the  creaDon,  management  and  sharing   of   educaDonal   contents   in   the   italian   upper   secondary   school   (age  14  to  18).     The  Promessi  Sposi  App  in  the  context   of  Sèduco   CELI  srl  –  Turin,  Italy   Cross  Library  srl  –  Trento,  Italy   spinoff  Celi/FBK  (Bruno  Kessler   FoundaDon)  
  • 3. •  Educa,onal  objec,ve:  classics  are  perceived  as  boring!  –  and   o[en  they  are  not  …   •  Business  objec,ve:  going  beyond  the  concept  of  e-­‐book   Provide  an  applicaDon  for:   •  The  explora,on  of  rich  contents   •  The  discovery  of  hidden  informaDon   Apply  semanDcs  and  SNA    to  a  classic   Why?   How?   Divise  an  architecture  to  make  it  repeatable  with  low  costs   With  a  constraint  
  • 4. •  “I  Promessi  Sposi”  (1827)  is  a  classic  of  italian  literature  by   Alessandro  Manzoni  (1785  –  1873)  –  historical  novel  set  in   1628,   during   the   Spanish   dominaDon   (parallel   to   Austrian   dominaDon  during  Manzoni’s  Dme)   •  Historical  novel  represenDng  the  cultural  and  linguisDc  unity   of  Italy   •  It  is  studied  (mandatory)  in  the  second  year  of  italian  high   schools   What  The Betrothed    is   Curiosi,es   •  The   translaDon   of   the   Dtle   in   “The   Betrothed   Lovers”   comes   from  the  first  review  by  E.A.Poe  (1835)   •  I  Promessi  Sposi  was  inspired  by  Scok’s  Ivanhoe  (1819)    
  • 5. The Betrothed    as  a  semanDc  mashup  
  • 6. •  segmentaDon  at  the  level  of  paragraphs  (indexed  in  the  Celi   semanDc  search  engine)   •  annotaDon   of   the   novel   for   enDty   menDons   (persons   and   locaDons,  automated  task)  and  narraDve  sequences  (unit  of   Dme/place/acDon,  manual  task)   •  two   NER   tools   -­‐-­‐   TextPro   by   FBK   and   Sophia   Seman,c   Engine  by  CELI   •  the  automaDc  annotaDon  was  manually  corrected   CreaDon  of  the  applicaDon   •  During   the   creaDon   of   I   Promessi   Sposi   we   learned   some   lessons…  
  • 7. Structural  annota,ons:  XML-­‐based  -­‐-­‐  there  are  limits  (e.g.   non-­‐overlapping  annotaDons)   Named-­‐en,,es   annota,ons:   poor   -­‐-­‐   only   recently   TEI   introduced  the  use  of  keys   Indexing:  choose  a  level  of  granularity  (paragraphs)   Architecture   We  want  the  architecture  to  be  reusable  for  any  novel:   •  arbitrary   annotaDon/segmentaDon   of   porDons   of   text   (chapters,  sequences,  dialogue  lines,  “like”  …  )   •  Link  text  annotaDons  with  externally-­‐defined  enDDes   •  The  index  does  not  mirror  a  parDcular  annotaDon     Generaliza,on   Tradi,onal  methodology  
  • 9. Ontological  Model   We   reused   Linked   Open   Vocabularies   (foaf,   geoNames   ontology,   SPAR  ontologies).   •  FRBR’s  disDncDon  between  a  Work,  its  Expressions  (different  revisions)  and   its  ManifestaDons  (ediDons)  to  enable  cross-­‐ediDon  analyDcs   •  Discourse  elements  (chapters,  paragraphs)  are  fixed  (by  the  author)   •  Sequences:   narraDve   (incl.   dialogues   and   monologues),   descripDve   or   reflexive   -­‐   in   many-­‐to-­‐many   relaDon   with   paragraphs.   NarraDve   sequences   are  linked  to  characters  which  act  in  them,  and  to  speakers   •  Characters   are   persons   or   groups   ,   with   links   between   groups   and   their   members  –  are  actors  or  speakers  in  sequences.  The  noDon  of  character  is   not  a  class,  but  a  role  played  by  an  Agent  in  a  Work.   •  Loca,ons:   can   be   municipaliDes   (such   as   Milan,   Lecco),   relaDve   locaDons   (e.g.   Lucia’s   house),   indefinite   locaDons   ("near   Lecco”),   journeys   -­‐-­‐   change   status   over   ,me   (e.g.   the   home   of   Lucia   was   in   Acquate,   formerly   a   municipality,  now  a  neighboroud  in  Lecco)   •  Contribu,ons  (images,  web  documents)  can  be  added  by  students   –  they  can  be  linked  to  any  enDty  in  the  model.  
  • 10. Learning  and  Social  Aspects     •  Students   and   teachers   contributed   in   the   creaDon   process:   •  Searching  for  images   •  SegmentaDon  in  narraDve  sequences   •  Research  on  different  maps  for  the  visualizaDon  of   the  locaDons  in  different  Dmes   •  And  in  its  maintaining:   •  contribute   with   images,   works   about   characters,   etc.  
  • 11. Social  Network  AnalyDcs     1.  ConversaDonal  network   •  Nodes  and  edges  are  weighted:  weight  =  number   of  dialogues  in  which  the  characters  are  involved   2.  NarraDve  network   •  Edges   idenDfy   co-­‐occurrence   of   characters   in   the   same  narra,ve  sequence   Extrac,on  of  two  interac,onal  networks  
  • 16. Detail:  ConversaDonal  Network   •  Renzo  is  central   w.r.t.  dialogue   interacDons.   •  Clusters   emerge:   heroes  /   villains  / supporDng   characters  
  • 17. Detail:  NarraDve  Network   •  Lucia  is  a  more   acDon-­‐oriented   figure   •  Again,  clusters   emerge  
  • 18. Next  Steps   •  We  are  enhancing  the  search  experience  of  I  Promessi   Sposi   with   structure   expected   by   our   model   (e.g.   locaDons  hierarchy)   •  We   are   applying   the   process   from   scratch   to   new   novels   •  Next?   Ø  Unleash   sem   web   techniques:   use   a   triple   store   with   inference   enabled,   link   enDDes   to   the   LOD   cloud  …   I  Promessi  Sposi  was  born  together  with  the  design  and   refinement  of  the  architecture