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Application of semantic tagging
to generate superimposed
information on a digital
encyclopedia
4th
Metadata & Semantics Research Conference
(MTSR 2010)
20-22 October 2010
P. Garrido1
, J. Tramullas2
, F. J. Martínez1
1
Department of Computer Science and Systems Engineering
2
Department of Librarianship and Information Science
University of Zaragoza
2
This research work proposes the automated
processing of textual documents with historic
information, in Spanish language, using free software
technologies
4th
Metadata & Semantics Research Conference
(MTSR 2010)
WHAT?
3
WHERE ?
The online Gran Enciclopedia Aragonesa (GEA, the
Great Aragonese Encyclopaedia)
XML labels
<voz> </voz>
<vozId> </vozId>
<nombre> </nombre>
<descripcion> </descripcion>
Voices Table 2. Input Voice Labels
4th
Metadata & Semantics Research Conference
(MTSR 2010)
4
Index
(alphabetical order)
Categories &
Subcategories
(topic)
Common Integrated
Form
5
WHY ?
4th
Metadata & Semantics Research Conference
(MTSR 2010)
Analysis of GEA is important because:
(i) it requires continuous updating
(ii) the analysis of the Spanish language is very interesting and unusual
(iii) it promotes technology transfer (universities & enterprises)
AIMS
Dynamic version
(Product)
R+D+I (Project)
6
WHICH ?
4th
Metadata & Semantics Research Conference
(MTSR 2010)
● Facilitate the task of automating the
documentary analysis of content
(semantic description) with this kind of
textual documents,
● Permit a more thorough representation
of the contents,
● Increase the possibilities of retrieving
requested information,
● Adapt their use to each user’s needs.
Combining several models helps accomplish richer semantics to
subsequently enable simpler indexing, and allows more efficient search
processes.
7
HOW ? (I)
4th
Metadata & Semantics Research Conference
(MTSR 2010)
● reading and interpreting the text,
● detecting relevant information,
● extracting it,
● shaping the association among entities or for an
entity-related event,
● storing it in one or several ways.
The algorithm used for automatic processing purposes
must be capable of:
8
HOW ? (II)
4th
Metadata & Semantics Research Conference
(MTSR 2010)
9
HOW ? (III)
4th
Metadata & Semantics Research Conference
(MTSR 2010)
10
HOW ? (IV)
11
HOW ? (& V)
4th
Metadata & Semantics Research Conference
(MTSR 2010)
Input
Voice
(a)
A lg o r it h m ( t a b le 4 )
Output
Voice
(b)
(topic-oriented approach)
(subject-centric computing)
(superimposed information)
(AI techniques)
12
PERFORMANCE EVALUATION
4th
Metadata & Semantics Research Conference
(MTSR 2010)
Numbers/Algorithms First-level Second-Level
Voices analyzed 192 192
Associations Hundreds Thousands (3392)
Events Dozens Hundreds (897)
Reliability 70% 90%
NOTE: An example trace is available in http://e-archivo.uc3m.es/bitstream/10016/4945/1/Tesis.pdf
(pages 324-328)
13
CONCLUSIONS (I)
4th
Metadata & Semantics Research Conference
(MTSR 2010)
● Enhance user-friendliness, especially with non-specialised
users,
● Capture the search that this work contemplated in natural
language without having to simulate a performance,
● Merge it with other types of external information sources
With the proposed architecture we managed:
14
CONCLUSIONS (& II)
4th
Metadata & Semantics Research Conference
(MTSR 2010)
● The peculiarities of the Spanish language, such
as semantic ambiguity and the wide spectrum of
available linguistic formulae to express the same
thing.
● Restructuring the volume of information to work
properly.
Our proposal provides a framework within ’things’ can be
represented as they are.
With the incorporation of Artificial Intelligence techniques in
the algorithm, we provide coverage of:
15
4th
Metadata & Semantics Research Conference
(MTSR 2010)

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Application of semantic tagging to generate superimposed information on a digital encyclopedia

  • 1. 1 Application of semantic tagging to generate superimposed information on a digital encyclopedia 4th Metadata & Semantics Research Conference (MTSR 2010) 20-22 October 2010 P. Garrido1 , J. Tramullas2 , F. J. Martínez1 1 Department of Computer Science and Systems Engineering 2 Department of Librarianship and Information Science University of Zaragoza
  • 2. 2 This research work proposes the automated processing of textual documents with historic information, in Spanish language, using free software technologies 4th Metadata & Semantics Research Conference (MTSR 2010) WHAT?
  • 3. 3 WHERE ? The online Gran Enciclopedia Aragonesa (GEA, the Great Aragonese Encyclopaedia) XML labels <voz> </voz> <vozId> </vozId> <nombre> </nombre> <descripcion> </descripcion> Voices Table 2. Input Voice Labels 4th Metadata & Semantics Research Conference (MTSR 2010)
  • 5. 5 WHY ? 4th Metadata & Semantics Research Conference (MTSR 2010) Analysis of GEA is important because: (i) it requires continuous updating (ii) the analysis of the Spanish language is very interesting and unusual (iii) it promotes technology transfer (universities & enterprises) AIMS Dynamic version (Product) R+D+I (Project)
  • 6. 6 WHICH ? 4th Metadata & Semantics Research Conference (MTSR 2010) ● Facilitate the task of automating the documentary analysis of content (semantic description) with this kind of textual documents, ● Permit a more thorough representation of the contents, ● Increase the possibilities of retrieving requested information, ● Adapt their use to each user’s needs. Combining several models helps accomplish richer semantics to subsequently enable simpler indexing, and allows more efficient search processes.
  • 7. 7 HOW ? (I) 4th Metadata & Semantics Research Conference (MTSR 2010) ● reading and interpreting the text, ● detecting relevant information, ● extracting it, ● shaping the association among entities or for an entity-related event, ● storing it in one or several ways. The algorithm used for automatic processing purposes must be capable of:
  • 8. 8 HOW ? (II) 4th Metadata & Semantics Research Conference (MTSR 2010)
  • 9. 9 HOW ? (III) 4th Metadata & Semantics Research Conference (MTSR 2010)
  • 11. 11 HOW ? (& V) 4th Metadata & Semantics Research Conference (MTSR 2010) Input Voice (a) A lg o r it h m ( t a b le 4 ) Output Voice (b) (topic-oriented approach) (subject-centric computing) (superimposed information) (AI techniques)
  • 12. 12 PERFORMANCE EVALUATION 4th Metadata & Semantics Research Conference (MTSR 2010) Numbers/Algorithms First-level Second-Level Voices analyzed 192 192 Associations Hundreds Thousands (3392) Events Dozens Hundreds (897) Reliability 70% 90% NOTE: An example trace is available in http://e-archivo.uc3m.es/bitstream/10016/4945/1/Tesis.pdf (pages 324-328)
  • 13. 13 CONCLUSIONS (I) 4th Metadata & Semantics Research Conference (MTSR 2010) ● Enhance user-friendliness, especially with non-specialised users, ● Capture the search that this work contemplated in natural language without having to simulate a performance, ● Merge it with other types of external information sources With the proposed architecture we managed:
  • 14. 14 CONCLUSIONS (& II) 4th Metadata & Semantics Research Conference (MTSR 2010) ● The peculiarities of the Spanish language, such as semantic ambiguity and the wide spectrum of available linguistic formulae to express the same thing. ● Restructuring the volume of information to work properly. Our proposal provides a framework within ’things’ can be represented as they are. With the incorporation of Artificial Intelligence techniques in the algorithm, we provide coverage of:
  • 15. 15 4th Metadata & Semantics Research Conference (MTSR 2010)

Notas del editor

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