Assessing Augmented Creativity: Putting a Lovelace Machine for Interactive Title Generation Through a Human Creativity Test
Inhaltsverzeichnis
Referenz
Yasser S. Arenas Rebolledo, Peter van der Putten, Maarten H. Lamers: Assessing Augmented Creativity: Putting a Lovelace Machine for Interactive Title Generation Through a Human Creativity Test. In: EvoMUSART 2017, 262-274.
DOI
https://doi.org/10.1007/978-3-319-55750-2_18
Abstract
The aim of this study is to find to what extent computers can assist humans in the creative process of writing titles, using psychological tests for creativity that are typically used for humans only. To this end, a computer tool was designed that recommends new titles to users, based on knowledge generated from a pre-built corpus. This paper gives a description of both the development of the system as well as tests applied to the participants, derived from classical psychological tests for human creativity. A total of 89 participants divided in two groups completed two tasks which consisted of generating titles for paintings. One group was allowed to use a template-based system for generating titles, the other group did not use any tools. The results of the experiments show higher creativity scores for the combination of participants augmented by a computational creativity tool.
Extended Abstract
Bibtex
@incollection{ year={2017}, isbn={978-3-319-55750-2}, booktitle={Evolutionary and Biologically Inspired Music, Sound, Art and Design}, volume={10198}, series={Lecture Notes in Computer Science}, editor={Correia, João and Ciesielski, Vic and Liapis, Antonios}, doi={10.1007/978-3-319-55750-2_18}, title={Assessing Augmented Creativity: Putting a Lovelace Machine for Interactive Title Generation Through a Human Creativity Test}, url={https://link.springer.com/chapter/10.1007/978-3-319-55750-2_18 http://de.evo-art.org/index.php?title=Assessing_Augmented_Creativity:_Putting_a_Lovelace_Machine_for_Interactive_Title_Generation_Through_a_Human_Creativity_Test}, publisher={Springer International Publishing}, keywords={}, author={Rebolledo, Yasser S. Arenas and van der Putten, Peter and Lamers, Maarten H.}, pages={262-274}, language={English} }
Used References
1. Bertin-Mahieux, T., Ellis, D.P., Whitman, B., Lamere, P.: The million song dataset. In: ISMIR 2011: Proceedings of the 12th International Society for Music Information Retrieval Conference (2011)Google Scholar
2. Bird, S.: NLTK: the natural language toolkit. In: Proceedings of the COLING/ACL on Interactive Presentation Sessions. Association for Computational Linguistics (2006)Google Scholar
3. Chen, C.: Boundless creativity: evidence for the domain generality of individual differences in creativity. J. Creative Behav. 40, 179–199 (2006)CrossRefGoogle Scholar
4. Cope, D.: Experiments in music intelligence. In: Proceedings of the International Computer Music Conference. Computer Music Assn., San Francisco (1987)Google Scholar
5. Engelbart, D.: Augmenting Human Intellect: A Conceptual Framework. SRI Summary Report AFOSR-3223, October 1962Google Scholar
6. Eisenberger, R., Rhoades, L.: Incremental effects of reward on creativity. J. Pers. Soc. Psychol. 81, 728–741 (2001)CrossRefGoogle Scholar
7. Guilford, J.P.: Creativity. Am. Psychol. 5(9), 444–454 (1950)CrossRefGoogle Scholar
8. Guilford, J.P.: The Nature of Human Intelligence. McGraw-Hill, New York (1967)Google Scholar
9. Lari, K., Young, S.J.: The estimation of stochastic context-free grammars using the inside-outside algorithm. In: Computer Speech and Language (1990)Google Scholar
10. Licklider, J.C.R.: Man computer symbiosis. IRE Transactions on Human Factors in Electronics, HFE-1, 4–11 (1960)Google Scholar
11. Settles, B., 2010. Computational creativity tools for songwriters. In: Proceedings of the NAACL HLT 2010 Second Workshop on Computational Approaches to Linguistic Creativity. Association for Computational LinguisticsGoogle Scholar
12. Torrance, E.P.: The Torrance Tests of Creative Thinking-Norms-Technical Manual Research Edition-Verbal Tests, Forms A and B-Figural Tests, Forms A and B. Personnel Press, Princeton (1966)Google Scholar
13. Thompson, D.: Hallo Spaceboy: The Rebirth of David Bowie. ECW Press, Toronto (2007)Google Scholar
14. Toole, B.: Poetical science. Byron J. 15, 55–65 (1987)CrossRefGoogle Scholar
15. Van Deemter, K., Krahmer, E., Theune, M.: Real versus template-based natural language generation: a false opposition? In: Computational Linguistics (2005)Google Scholar
16. Wallach, M.A., Kogan, N.: Modes of thinking in young children: a study of the creativity- intelligence distinction Holt. Rinehart & Winston, New York (1965)Google Scholar
17. Zhu, X., Xu, Z., Khot, T.: How creative is your writing? In: Proceedings of the Workshop on Computational Approaches to Linguistic Creativity (CALC) (2009)Google Scholar
Links
Full Text