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Introduction
The GapVis Interface
Event annotation
Secondary Literature
Insights in the World of Thucydides
The Hellespont Project as a research environment for Digital
History
A. Thomasab F. Mambrinib M. Romanellobc
aUniversität zu Köln
bDeutsches Archäologisches Institut, Berlin
cKing’s College, London
August 9, 2013
Thomas, Mambrini, Romanello The Hellespont Project
Introduction
The GapVis Interface
Event annotation
Secondary Literature
Outline
1 Introduction
2 The GapVis Interface
3 Event annotation
Manual event annotation
Linguistic annotation
4 Secondary Literature
Thomas, Mambrini, Romanello The Hellespont Project
Introduction
The GapVis Interface
Event annotation
Secondary Literature
The Hellespont Project
Integrating Arachne and Perseus
October 2010 - September 2013
http://arachne.uni-koeln.de/drupal/?q=de/node/231
Thomas, Mambrini, Romanello The Hellespont Project
Introduction
The GapVis Interface
Event annotation
Secondary Literature
Cooperating Institutions and Persons
German Archaeological
Institute Berlin:
Ortwin Dally
Reinhard Förtsch
Francesco Mambrini
Matteo Romanello
Wolfgang Schmidle
The Perseus Project:
Bridget Almas
Alison Babeu
Lisa Cerrato
Gregory Crane
Cologne Digital
Archaeology Laboratory:
Carina Berning
Robert Kummer
Alexander Recht
Marcel Riedel
Karen Schwane
Agnes Thomas
Thomas, Mambrini, Romanello The Hellespont Project
Introduction
The GapVis Interface
Event annotation
Secondary Literature
GapVis for Hellespont
Named entities, linguistic information, event annotation, and
bibliography connected in one interface:
A case study on Thuc. 1.89-118
Different formats (TEI, CIDOC-CRM, AGDT, PML. . . )
User interface based on GapVis:
http://nrabinowitz.github.io/gapvis
Thomas, Mambrini, Romanello The Hellespont Project
Introduction
The GapVis Interface
Event annotation
Secondary Literature
Book Summary
Thomas, Mambrini, Romanello The Hellespont Project
Introduction
The GapVis Interface
Event annotation
Secondary Literature
Entity Detail
Thomas, Mambrini, Romanello The Hellespont Project
Introduction
The GapVis Interface
Event annotation
Secondary Literature
Arachne Topography
Thomas, Mambrini, Romanello The Hellespont Project
Introduction
The GapVis Interface
Event annotation
Secondary Literature
Related Entities
Thomas, Mambrini, Romanello The Hellespont Project
Introduction
The GapVis Interface
Event annotation
Secondary Literature
Reading View
Thomas, Mambrini, Romanello The Hellespont Project
Introduction
The GapVis Interface
Event annotation
Secondary Literature
Manual event annotation
Linguistic annotation
Outline
1 Introduction
2 The GapVis Interface
3 Event annotation
Manual event annotation
Linguistic annotation
4 Secondary Literature
Thomas, Mambrini, Romanello The Hellespont Project
Introduction
The GapVis Interface
Event annotation
Secondary Literature
Manual event annotation
Linguistic annotation
Going through secondary literature
Thomas, Mambrini, Romanello The Hellespont Project
Introduction
The GapVis Interface
Event annotation
Secondary Literature
Manual event annotation
Linguistic annotation
Event List
Thomas, Mambrini, Romanello The Hellespont Project
Introduction
The GapVis Interface
Event annotation
Secondary Literature
Manual event annotation
Linguistic annotation
Oinophyta Event
Thomas, Mambrini, Romanello The Hellespont Project
Introduction
The GapVis Interface
Event annotation
Secondary Literature
Manual event annotation
Linguistic annotation
Myronides as a general
Thomas, Mambrini, Romanello The Hellespont Project
Introduction
The GapVis Interface
Event annotation
Secondary Literature
Manual event annotation
Linguistic annotation
Outline
1 Introduction
2 The GapVis Interface
3 Event annotation
Manual event annotation
Linguistic annotation
4 Secondary Literature
Thomas, Mambrini, Romanello The Hellespont Project
Introduction
The GapVis Interface
Event annotation
Secondary Literature
Manual event annotation
Linguistic annotation
Natural language and events
Thuc. 1.102.2
μάλιστα δ᾿ αὐτοὺς ἐπεκαλέσαντο ὅτι τειχομαχεῖν ἐδόκουν δυνατοὶ
εἶναι, τοῖς δὲ πολιορκίας μακρᾶς καθεστηκυίας τούτου ἐνδεᾶ
ἐφαίνετο: βίᾳ γὰρ ἂν εἷλον τὸ χωρίον.
Translation
[They] invited them especially because [they] considered [them]
particularly skilled in siege operations, while, since the siege for
them was dragging on, [their] own deficiency in that sort of
warfare was clear: for otherwise [they] would have taken the
place by force.
Thomas, Mambrini, Romanello The Hellespont Project
Introduction
The GapVis Interface
Event annotation
Secondary Literature
Manual event annotation
Linguistic annotation
Natural language and events
Thuc. 1.102.2
μάλιστα δ᾿ αὐτοὺς ἐπεκαλέσαντο ὅτι τειχομαχεῖν ἐδόκουν δυνατοὶ
εἶναι, τοῖς δὲ πολιορκίας μακρᾶς καθεστηκυίας τούτου ἐνδεᾶ
ἐφαίνετο: βίᾳ γὰρ ἂν εἷλον τὸ χωρίον.
Translation
[The siege of Ithome proved tedious, and the Lacedaemonians
called in, among other allies, the Athenians . . . ]
[They] invited them especially because [they] considered [them]
particularly skilled in siege operations, while, since the siege for
them was dragging on, [their] own deficiency in that sort of
warfare was clear: for otherwise [they] would have taken the
place by force.
Thomas, Mambrini, Romanello The Hellespont Project
Introduction
The GapVis Interface
Event annotation
Secondary Literature
Manual event annotation
Linguistic annotation
Natural language and events
Thuc. 1.102.2
μάλιστα δ᾿ αὐτοὺς ἐπεκαλέσαντο ὅτι τειχομαχεῖν ἐδόκουν δυνατοὶ
εἶναι, τοῖς δὲ πολιορκίας μακρᾶς καθεστηκυίας τούτου ἐνδεᾶ
ἐφαίνετο: βίᾳ γὰρ ἂν εἷλον τὸ χωρίον.
Translation
[The siege of Ithome proved tedious, and the Lacedaemonians
called in, among other allies, the Athenians . . . ]
[They] invited them especially because [they] considered [them]
particularly skilled in siege operations, while, since the siege for
them was dragging on, [their] own deficiency in that sort of
warfare was clear: for otherwise [they] would have taken the
place by force.
Thomas, Mambrini, Romanello The Hellespont Project
Introduction
The GapVis Interface
Event annotation
Secondary Literature
Manual event annotation
Linguistic annotation
Natural language and events
Thuc. 1.102.2
μάλιστα δ᾿ αὐτοὺς ἐπεκαλέσαντο ὅτι τειχομαχεῖν ἐδόκουν δυνατοὶ
εἶναι, τοῖς δὲ πολιορκίας μακρᾶς καθεστηκυίας τούτου ἐνδεᾶ
ἐφαίνετο: βίᾳ γὰρ ἂν εἷλον τὸ χωρίον.
Translation
[The siege of Ithome proved tedious, and the Lacedaemonians
called in, among other allies, the Athenians . . . ]
[They] invited them especially because [they] considered [them]
particularly skilled in siege operations, while, since the siege for
them was dragging on, [their] own deficiency in that sort of
warfare was clear: for otherwise [they] would have taken the
place by force.
Thomas, Mambrini, Romanello The Hellespont Project
Introduction
The GapVis Interface
Event annotation
Secondary Literature
Manual event annotation
Linguistic annotation
NLP Pipeline
Tokenization POS-Tagging
Syntactic
Parsing
Thematic
Roles
Information
Structure
Coreference
Resolution
Thomas, Mambrini, Romanello The Hellespont Project
Introduction
The GapVis Interface
Event annotation
Secondary Literature
Manual event annotation
Linguistic annotation
NLP Pipeline
NLP Process Ancient Greek?
Chunking
Lemmatization
POS-tagging
Syntactic parsing
Word-sense disambiguation
Co-reference resolution
Semantic role annotation
Thomas, Mambrini, Romanello The Hellespont Project
Introduction
The GapVis Interface
Event annotation
Secondary Literature
Manual event annotation
Linguistic annotation
Using and Enhancing the available resources
The Ancient Greek Dependency Treebank
AGDT: treebank with word-by-word morphological and
dependency-based syntactical description
a step forward: semantic information
Thomas, Mambrini, Romanello The Hellespont Project
Introduction
The GapVis Interface
Event annotation
Secondary Literature
Manual event annotation
Linguistic annotation
Analytical Level
“Surface” syntax
a-a-1999.01.0199_book1-chapter89_3
AuxS
οἱ
Atr
γὰρ
AuxY
Ἀθηναῖοι
Sb
τρόπῳ
Adv
τοιῷδε
Atr
ἦλθον
Pred
ἐπὶ
AuxP
τὰ
Atr
πράγματα
Obj
ἐν
ηὐξήθησαν
Atr
.
AuxK
Thomas, Mambrini, Romanello The Hellespont Project
Introduction
The GapVis Interface
Event annotation
Secondary Literature
Manual event annotation
Linguistic annotation
Valency
The verbal node expresses a little drama. As a
drama, it implies a process and, most of the times,
actors and circumstances
L. Tesnière
Thomas, Mambrini, Romanello The Hellespont Project
Introduction
The GapVis Interface
Event annotation
Secondary Literature
Manual event annotation
Linguistic annotation
Tectogrammatical annotation
t-t_tree-grc-s1-root
root
γάρ1
PREC
atom
Ἀθηναῖος1
ACT
n.denot
ἔρχομαι1 enunc
PRED
v
πρᾶγμα1
DIR3 state
n.denot
ὅς1
ACMP circ
n.denot
#PersPron
ACT
n.denot
αὐξάνω1
RSTR
v
τρόπος1
MANN
n.denot
τοιόσδε1
RSTR
adj.pron.def.demon
.
.
.
Thomas, Mambrini, Romanello The Hellespont Project
Introduction
The GapVis Interface
Event annotation
Secondary Literature
Manual event annotation
Linguistic annotation
From treebanks to event data-bases
Thomas, Mambrini, Romanello The Hellespont Project
Introduction
The GapVis Interface
Event annotation
Secondary Literature
Manual event annotation
Linguistic annotation
What can you do with multi-layer trees?
“Meaningful” relations between NEs
[The Athenians]. . . brought
the territories of Boeotia and
Phocis under their obedience,
and withal razed the walls of
Tanagra and took of the
wealthiest of the Locrians of
Opus a hundred hostages,
and finished also at the same
time their long walls at home
(1.108.3)
Thomas, Mambrini, Romanello The Hellespont Project
Introduction
The GapVis Interface
Event annotation
Secondary Literature
Manual event annotation
Linguistic annotation
Maps with semantically relevant relations
E.g. travels by sea
πλέω
(sail)
Actor
DIR 3 (to)
DIR1 (from)
The Athenians
Other NE's
Thomas, Mambrini, Romanello The Hellespont Project
Introduction
The GapVis Interface
Event annotation
Secondary Literature
Manual event annotation
Linguistic annotation
What can you do with multi-layer trees?
Extraction and analysis of events
What actions do the Athenians perform?
Thomas, Mambrini, Romanello The Hellespont Project
Introduction
The GapVis Interface
Event annotation
Secondary Literature
Manual event annotation
Linguistic annotation
What can you do with multi-layer trees?
Extraction and analysis of events
What actions do the Spartans perform?
Thomas, Mambrini, Romanello The Hellespont Project
Introduction
The GapVis Interface
Event annotation
Secondary Literature
Related Secondary Literature (from JSTOR)
Figure : http://tiny.cc/GapVis-SecLit
Thomas, Mambrini, Romanello The Hellespont Project
Introduction
The GapVis Interface
Event annotation
Secondary Literature
Mining JSTOR:
Where is Thuc. “hiding”?
A meaningful subsample
mining citations from all ~171k journal articles, not the best approach
curated bibliography (2009) before project started (CiteULike)
articles in JSTOR related to Thuc 1.89-118
343 articles, 62 journals
journals from bibliography as “seeds”
samples ~73k articles (out of ~171k)
top-down vs bottom-up bibliographic approach
Pros and Cons
comprehensive coverage; > 2 centuries; multilingual
data not openly licensed
Thomas, Mambrini, Romanello The Hellespont Project
Introduction
The GapVis Interface
Event annotation
Secondary Literature
Extracting Citations
Thomas, Mambrini, Romanello The Hellespont Project
Introduction
The GapVis Interface
Event annotation
Secondary Literature
NLP Pipeline
Thomas, Mambrini, Romanello The Hellespont Project
Introduction
The GapVis Interface
Event annotation
Secondary Literature
Extracting Citations: Challenges
sentence segmentation
sentence = sensible unit of context
both for extraction and data analysis (co-citation)
dirty OCR
invalid character sequences (e.g. n)
“inconsistent” use of punctuation
1, 110-15 ; 1.89.1, 1.90 ; I 1, 102, 1
solution: reason based on domain knowledge
similar references, surface similarity
fragments, papyri, inscriptions
Thomas, Mambrini, Romanello The Hellespont Project
Introduction
The GapVis Interface
Event annotation
Secondary Literature
Thank you!
Our contacts and temporary development server
agnes.thomas@uni-koeln.de
francesco.mambrini@dainst.de
mattero.romanello@dainst.de
http://www.tiny.cc/GapVis-Hellespont
Thomas, Mambrini, Romanello The Hellespont Project

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Digital Classicist London Seminars 2013 - Seminar 10 - Agnes Thomas et al.

  • 1. Introduction The GapVis Interface Event annotation Secondary Literature Insights in the World of Thucydides The Hellespont Project as a research environment for Digital History A. Thomasab F. Mambrinib M. Romanellobc aUniversität zu Köln bDeutsches Archäologisches Institut, Berlin cKing’s College, London August 9, 2013 Thomas, Mambrini, Romanello The Hellespont Project
  • 2. Introduction The GapVis Interface Event annotation Secondary Literature Outline 1 Introduction 2 The GapVis Interface 3 Event annotation Manual event annotation Linguistic annotation 4 Secondary Literature Thomas, Mambrini, Romanello The Hellespont Project
  • 3. Introduction The GapVis Interface Event annotation Secondary Literature The Hellespont Project Integrating Arachne and Perseus October 2010 - September 2013 http://arachne.uni-koeln.de/drupal/?q=de/node/231 Thomas, Mambrini, Romanello The Hellespont Project
  • 4. Introduction The GapVis Interface Event annotation Secondary Literature Cooperating Institutions and Persons German Archaeological Institute Berlin: Ortwin Dally Reinhard Förtsch Francesco Mambrini Matteo Romanello Wolfgang Schmidle The Perseus Project: Bridget Almas Alison Babeu Lisa Cerrato Gregory Crane Cologne Digital Archaeology Laboratory: Carina Berning Robert Kummer Alexander Recht Marcel Riedel Karen Schwane Agnes Thomas Thomas, Mambrini, Romanello The Hellespont Project
  • 5. Introduction The GapVis Interface Event annotation Secondary Literature GapVis for Hellespont Named entities, linguistic information, event annotation, and bibliography connected in one interface: A case study on Thuc. 1.89-118 Different formats (TEI, CIDOC-CRM, AGDT, PML. . . ) User interface based on GapVis: http://nrabinowitz.github.io/gapvis Thomas, Mambrini, Romanello The Hellespont Project
  • 6. Introduction The GapVis Interface Event annotation Secondary Literature Book Summary Thomas, Mambrini, Romanello The Hellespont Project
  • 7. Introduction The GapVis Interface Event annotation Secondary Literature Entity Detail Thomas, Mambrini, Romanello The Hellespont Project
  • 8. Introduction The GapVis Interface Event annotation Secondary Literature Arachne Topography Thomas, Mambrini, Romanello The Hellespont Project
  • 9. Introduction The GapVis Interface Event annotation Secondary Literature Related Entities Thomas, Mambrini, Romanello The Hellespont Project
  • 10. Introduction The GapVis Interface Event annotation Secondary Literature Reading View Thomas, Mambrini, Romanello The Hellespont Project
  • 11. Introduction The GapVis Interface Event annotation Secondary Literature Manual event annotation Linguistic annotation Outline 1 Introduction 2 The GapVis Interface 3 Event annotation Manual event annotation Linguistic annotation 4 Secondary Literature Thomas, Mambrini, Romanello The Hellespont Project
  • 12. Introduction The GapVis Interface Event annotation Secondary Literature Manual event annotation Linguistic annotation Going through secondary literature Thomas, Mambrini, Romanello The Hellespont Project
  • 13. Introduction The GapVis Interface Event annotation Secondary Literature Manual event annotation Linguistic annotation Event List Thomas, Mambrini, Romanello The Hellespont Project
  • 14. Introduction The GapVis Interface Event annotation Secondary Literature Manual event annotation Linguistic annotation Oinophyta Event Thomas, Mambrini, Romanello The Hellespont Project
  • 15. Introduction The GapVis Interface Event annotation Secondary Literature Manual event annotation Linguistic annotation Myronides as a general Thomas, Mambrini, Romanello The Hellespont Project
  • 16. Introduction The GapVis Interface Event annotation Secondary Literature Manual event annotation Linguistic annotation Outline 1 Introduction 2 The GapVis Interface 3 Event annotation Manual event annotation Linguistic annotation 4 Secondary Literature Thomas, Mambrini, Romanello The Hellespont Project
  • 17. Introduction The GapVis Interface Event annotation Secondary Literature Manual event annotation Linguistic annotation Natural language and events Thuc. 1.102.2 μάλιστα δ᾿ αὐτοὺς ἐπεκαλέσαντο ὅτι τειχομαχεῖν ἐδόκουν δυνατοὶ εἶναι, τοῖς δὲ πολιορκίας μακρᾶς καθεστηκυίας τούτου ἐνδεᾶ ἐφαίνετο: βίᾳ γὰρ ἂν εἷλον τὸ χωρίον. Translation [They] invited them especially because [they] considered [them] particularly skilled in siege operations, while, since the siege for them was dragging on, [their] own deficiency in that sort of warfare was clear: for otherwise [they] would have taken the place by force. Thomas, Mambrini, Romanello The Hellespont Project
  • 18. Introduction The GapVis Interface Event annotation Secondary Literature Manual event annotation Linguistic annotation Natural language and events Thuc. 1.102.2 μάλιστα δ᾿ αὐτοὺς ἐπεκαλέσαντο ὅτι τειχομαχεῖν ἐδόκουν δυνατοὶ εἶναι, τοῖς δὲ πολιορκίας μακρᾶς καθεστηκυίας τούτου ἐνδεᾶ ἐφαίνετο: βίᾳ γὰρ ἂν εἷλον τὸ χωρίον. Translation [The siege of Ithome proved tedious, and the Lacedaemonians called in, among other allies, the Athenians . . . ] [They] invited them especially because [they] considered [them] particularly skilled in siege operations, while, since the siege for them was dragging on, [their] own deficiency in that sort of warfare was clear: for otherwise [they] would have taken the place by force. Thomas, Mambrini, Romanello The Hellespont Project
  • 19. Introduction The GapVis Interface Event annotation Secondary Literature Manual event annotation Linguistic annotation Natural language and events Thuc. 1.102.2 μάλιστα δ᾿ αὐτοὺς ἐπεκαλέσαντο ὅτι τειχομαχεῖν ἐδόκουν δυνατοὶ εἶναι, τοῖς δὲ πολιορκίας μακρᾶς καθεστηκυίας τούτου ἐνδεᾶ ἐφαίνετο: βίᾳ γὰρ ἂν εἷλον τὸ χωρίον. Translation [The siege of Ithome proved tedious, and the Lacedaemonians called in, among other allies, the Athenians . . . ] [They] invited them especially because [they] considered [them] particularly skilled in siege operations, while, since the siege for them was dragging on, [their] own deficiency in that sort of warfare was clear: for otherwise [they] would have taken the place by force. Thomas, Mambrini, Romanello The Hellespont Project
  • 20. Introduction The GapVis Interface Event annotation Secondary Literature Manual event annotation Linguistic annotation Natural language and events Thuc. 1.102.2 μάλιστα δ᾿ αὐτοὺς ἐπεκαλέσαντο ὅτι τειχομαχεῖν ἐδόκουν δυνατοὶ εἶναι, τοῖς δὲ πολιορκίας μακρᾶς καθεστηκυίας τούτου ἐνδεᾶ ἐφαίνετο: βίᾳ γὰρ ἂν εἷλον τὸ χωρίον. Translation [The siege of Ithome proved tedious, and the Lacedaemonians called in, among other allies, the Athenians . . . ] [They] invited them especially because [they] considered [them] particularly skilled in siege operations, while, since the siege for them was dragging on, [their] own deficiency in that sort of warfare was clear: for otherwise [they] would have taken the place by force. Thomas, Mambrini, Romanello The Hellespont Project
  • 21. Introduction The GapVis Interface Event annotation Secondary Literature Manual event annotation Linguistic annotation NLP Pipeline Tokenization POS-Tagging Syntactic Parsing Thematic Roles Information Structure Coreference Resolution Thomas, Mambrini, Romanello The Hellespont Project
  • 22. Introduction The GapVis Interface Event annotation Secondary Literature Manual event annotation Linguistic annotation NLP Pipeline NLP Process Ancient Greek? Chunking Lemmatization POS-tagging Syntactic parsing Word-sense disambiguation Co-reference resolution Semantic role annotation Thomas, Mambrini, Romanello The Hellespont Project
  • 23. Introduction The GapVis Interface Event annotation Secondary Literature Manual event annotation Linguistic annotation Using and Enhancing the available resources The Ancient Greek Dependency Treebank AGDT: treebank with word-by-word morphological and dependency-based syntactical description a step forward: semantic information Thomas, Mambrini, Romanello The Hellespont Project
  • 24. Introduction The GapVis Interface Event annotation Secondary Literature Manual event annotation Linguistic annotation Analytical Level “Surface” syntax a-a-1999.01.0199_book1-chapter89_3 AuxS οἱ Atr γὰρ AuxY Ἀθηναῖοι Sb τρόπῳ Adv τοιῷδε Atr ἦλθον Pred ἐπὶ AuxP τὰ Atr πράγματα Obj ἐν ηὐξήθησαν Atr . AuxK Thomas, Mambrini, Romanello The Hellespont Project
  • 25. Introduction The GapVis Interface Event annotation Secondary Literature Manual event annotation Linguistic annotation Valency The verbal node expresses a little drama. As a drama, it implies a process and, most of the times, actors and circumstances L. Tesnière Thomas, Mambrini, Romanello The Hellespont Project
  • 26. Introduction The GapVis Interface Event annotation Secondary Literature Manual event annotation Linguistic annotation Tectogrammatical annotation t-t_tree-grc-s1-root root γάρ1 PREC atom Ἀθηναῖος1 ACT n.denot ἔρχομαι1 enunc PRED v πρᾶγμα1 DIR3 state n.denot ὅς1 ACMP circ n.denot #PersPron ACT n.denot αὐξάνω1 RSTR v τρόπος1 MANN n.denot τοιόσδε1 RSTR adj.pron.def.demon . . . Thomas, Mambrini, Romanello The Hellespont Project
  • 27. Introduction The GapVis Interface Event annotation Secondary Literature Manual event annotation Linguistic annotation From treebanks to event data-bases Thomas, Mambrini, Romanello The Hellespont Project
  • 28. Introduction The GapVis Interface Event annotation Secondary Literature Manual event annotation Linguistic annotation What can you do with multi-layer trees? “Meaningful” relations between NEs [The Athenians]. . . brought the territories of Boeotia and Phocis under their obedience, and withal razed the walls of Tanagra and took of the wealthiest of the Locrians of Opus a hundred hostages, and finished also at the same time their long walls at home (1.108.3) Thomas, Mambrini, Romanello The Hellespont Project
  • 29. Introduction The GapVis Interface Event annotation Secondary Literature Manual event annotation Linguistic annotation Maps with semantically relevant relations E.g. travels by sea πλέω (sail) Actor DIR 3 (to) DIR1 (from) The Athenians Other NE's Thomas, Mambrini, Romanello The Hellespont Project
  • 30. Introduction The GapVis Interface Event annotation Secondary Literature Manual event annotation Linguistic annotation What can you do with multi-layer trees? Extraction and analysis of events What actions do the Athenians perform? Thomas, Mambrini, Romanello The Hellespont Project
  • 31. Introduction The GapVis Interface Event annotation Secondary Literature Manual event annotation Linguistic annotation What can you do with multi-layer trees? Extraction and analysis of events What actions do the Spartans perform? Thomas, Mambrini, Romanello The Hellespont Project
  • 32. Introduction The GapVis Interface Event annotation Secondary Literature Related Secondary Literature (from JSTOR) Figure : http://tiny.cc/GapVis-SecLit Thomas, Mambrini, Romanello The Hellespont Project
  • 33. Introduction The GapVis Interface Event annotation Secondary Literature Mining JSTOR: Where is Thuc. “hiding”? A meaningful subsample mining citations from all ~171k journal articles, not the best approach curated bibliography (2009) before project started (CiteULike) articles in JSTOR related to Thuc 1.89-118 343 articles, 62 journals journals from bibliography as “seeds” samples ~73k articles (out of ~171k) top-down vs bottom-up bibliographic approach Pros and Cons comprehensive coverage; > 2 centuries; multilingual data not openly licensed Thomas, Mambrini, Romanello The Hellespont Project
  • 34. Introduction The GapVis Interface Event annotation Secondary Literature Extracting Citations Thomas, Mambrini, Romanello The Hellespont Project
  • 35. Introduction The GapVis Interface Event annotation Secondary Literature NLP Pipeline Thomas, Mambrini, Romanello The Hellespont Project
  • 36. Introduction The GapVis Interface Event annotation Secondary Literature Extracting Citations: Challenges sentence segmentation sentence = sensible unit of context both for extraction and data analysis (co-citation) dirty OCR invalid character sequences (e.g. n) “inconsistent” use of punctuation 1, 110-15 ; 1.89.1, 1.90 ; I 1, 102, 1 solution: reason based on domain knowledge similar references, surface similarity fragments, papyri, inscriptions Thomas, Mambrini, Romanello The Hellespont Project
  • 37. Introduction The GapVis Interface Event annotation Secondary Literature Thank you! Our contacts and temporary development server agnes.thomas@uni-koeln.de francesco.mambrini@dainst.de mattero.romanello@dainst.de http://www.tiny.cc/GapVis-Hellespont Thomas, Mambrini, Romanello The Hellespont Project