Expanding and Weighting Stereotypical Properties of Human Characters for Linguistic Creativity

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

Sammanfattning

Many linguistic creativity applications rely heavily on knowledge of nouns and their properties.
However, such knowledge sources are scarce and limited.
We present a graph-based approach for expanding and weighting properties of nouns with given initial, non-weighted properties.
In this paper, we focus on famous characters, either real or fictional, and categories of people, such as Actor, Hero, Child etc.
In our case study, we started with an average of 11 and 25 initial properties for characters and categories, for which the method found 63 and 132 additional properties, respectively.
An empirical evaluation shows that the expanded properties and weights are consistent with human judgement. The resulting knowledge base can be utilized in creation of figurative language. For instance, metaphors based on famous characters can be used in various applications including story generation, creative writing, advertising and comic generation.
Originalspråkengelska
Titel på gästpublikationProceedings of the 8th International Conference on Computational Creativity (ICCC'17)
RedaktörerAshok Goel, Anna Jordanous, Alison Pease
Antal sidor8
UtgivningsortAtlanta, GA
FörlagGeorgia Institute of Technology
Utgivningsdatum23 jun 2017
Sidor25-32
ISBN (elektroniskt)978-0-692-89564-1
StatusPublicerad - 23 jun 2017
MoE-publikationstypA4 Artikel i en konferenspublikation
EvenemangInternational Conference on Computational Creativity - Atlanta, Förenta Staterna (USA)
Varaktighet: 19 jun 201723 jun 2017
Konferensnummer: 8

Vetenskapsgrenar

  • 113 Data- och informationsvetenskap

Projekt

Laskennallinen kielellinen luovuus (CLiC)

Toivonen, H. T., Ilomäki, L., Lakkala, M., Kantosalo, A., Alm, O. M., Toivanen, J., Gross, O. & Alnajjar, K.

SUOMEN AKATEMIA

01/09/201431/08/2018

Projekt: Forskningsprojekt

Citera det här

Alnajjar, K., Hämäläinen, M., Chen, H., & Toivonen, H. (2017). Expanding and Weighting Stereotypical Properties of Human Characters for Linguistic Creativity. I A. Goel, A. Jordanous, & A. Pease (Red.), Proceedings of the 8th International Conference on Computational Creativity (ICCC'17) (s. 25-32). Atlanta, GA: Georgia Institute of Technology .