Abstract
| Original language | English |
|---|---|
| Title of host publication | Information Processing and Management of Uncertainty in Knowledge-Based Systems |
| Subtitle of host publication | Theory and Foundations. IPMU 2018 |
| Editors | J Medina, M Ojeda-Aciego, J L Verdegay, J L Pelta, I P Cabrera, B Bouchon-Meunier, R R Yager |
| Place of Publication | Cham |
| Publisher | Springer |
| Pages | 40-51 |
| Number of pages | 12 |
| ISBN (Electronic) | 978-3-319-91473-2 |
| ISBN (Print) | 978-3-319-91472-5 |
| DOIs | |
| Publication status | Published - 2018 |
| Event | 17th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems - Cádiz, Spain Duration: 11 Jun 2018 → 15 Jun 2018 Conference number: 17 http://ipmu2018.uca.es/ |
Publication series
| Name | Communications in Computer and Information Science |
|---|---|
| Publisher | Springer |
| Number | 853 |
| ISSN (Print) | 1865-0929 |
Conference
| Conference | 17th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems |
|---|---|
| Abbreviated title | IPMU 2018 |
| Country | Spain |
| City | Cádiz |
| Period | 11/06/18 → 15/06/18 |
| Internet address |
Fingerprint
Keywords
- fuzzy sets
- linguistic summarization
- fuzzy linguistic descriptions of data
- interpretability
- natural language generation
- data-to-text
ASJC Scopus subject areas
- Artificial Intelligence
Cite this
Reinterpreting Interpretability for Fuzzy Linguistic Descriptions of Data. / Ramos-Soto, Alejandro; Pereira-Fariña, Martín.
Information Processing and Management of Uncertainty in Knowledge-Based Systems: Theory and Foundations. IPMU 2018. ed. / J Medina; M Ojeda-Aciego; J L Verdegay; J L Pelta; I P Cabrera; B Bouchon-Meunier; R R Yager. Cham : Springer , 2018. p. 40-51 (Communications in Computer and Information Science; No. 853).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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TY - GEN
T1 - Reinterpreting Interpretability for Fuzzy Linguistic Descriptions of Data
AU - Ramos-Soto, Alejandro
AU - Pereira-Fariña, Martín
PY - 2018
Y1 - 2018
N2 - We approach the problem of interpretability for fuzzy linguistic descriptions of data from a natural language generation perspective. For this, first we review the current state of linguistic descriptions of data and their use contexts as a standalone tool and as part of a natural language generation system. Then, we discuss the standard approach to interpretability for linguistic descriptions and introduce our complementary proposal, which describes the elements from linguistic descriptions of data that can influence and improve the interpretability of automatically generated texts (such as fuzzy properties, quantifiers, and truth degrees), when linguistic descriptions are used to determine relevant content within a text generation system.
AB - We approach the problem of interpretability for fuzzy linguistic descriptions of data from a natural language generation perspective. For this, first we review the current state of linguistic descriptions of data and their use contexts as a standalone tool and as part of a natural language generation system. Then, we discuss the standard approach to interpretability for linguistic descriptions and introduce our complementary proposal, which describes the elements from linguistic descriptions of data that can influence and improve the interpretability of automatically generated texts (such as fuzzy properties, quantifiers, and truth degrees), when linguistic descriptions are used to determine relevant content within a text generation system.
KW - fuzzy sets
KW - linguistic summarization
KW - fuzzy linguistic descriptions of data
KW - interpretability
KW - natural language generation
KW - data-to-text
U2 - 10.1007/978-3-319-91473-2_4
DO - 10.1007/978-3-319-91473-2_4
M3 - Conference contribution
SN - 978-3-319-91472-5
T3 - Communications in Computer and Information Science
SP - 40
EP - 51
BT - Information Processing and Management of Uncertainty in Knowledge-Based Systems
A2 - Medina, J
A2 - Ojeda-Aciego, M
A2 - Verdegay, J L
A2 - Pelta, J L
A2 - Cabrera, I P
A2 - Bouchon-Meunier, B
A2 - Yager, R R
PB - Springer
CY - Cham
ER -