Computational Creativity Conceptualisation Grounded on ICCC Papers

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Senja Pollak, Biljana Mileva Boshkoska, Dragana Miljkovic, Geraint Wiggins and Nada Lavrac: Computational Creativity Conceptualisation Grounded on ICCC Papers. In: Computational Creativity 2016 ICCC 2016, 123-130

DOI

Abstract

In information science, it is considered that domain conceptualization can be realized by (one or several) ontologies. This paper presents a method of semi-automated domain conceptualization, where the domain of interest is Computational Creativity (CC). Grounded on papers, which were published in six consecutive years since 2010 in the Proceedings of International Conferences on Computational Creativity (ICCC), this paper proposes a tentative conceptualization of the CC domain. Some additional properties of the CC domain are studied, analysed by means of fully mechanical or semi-automated information extraction and dependency analysis techniques. This approach affords an interesting opportunity for automated historiography of a research field.

Extended Abstract

Bibtex

@inproceedings{
 author = {Senja Pollak, Biljana Mileva Boshkoska, Dragana Miljkovic, Geraint Wiggins and Nada Lavrac},
 title = {Computational Creativity Conceptualisation Grounded on ICCC Papers},
 booktitle = {Proceedings of the Seventh International Conference on Computational Creativity},
 series = {ICCC2016},
 year = {2016},
 month = {Jun-July},
 location = {Paris, France},
 pages = {123-130},
 url = {http://www.computationalcreativity.net/iccc2016/wp-content/uploads/2016/01/Computational-Creativity-Conceptualisation-Grounded-on-ICCC-Papers.pdf http://de.evo-art.org/index.php?title=Computational_Creativity_Conceptualisation_Grounded_on_ICCC_Papers },
 publisher = {Sony CSL Paris},
}


Used References

Agres, K.; McGregor, S.; Purver, M.; andWiggins, G. 2015. Conceptualizing creativity: From distributional semantics to conceptual spaces. In In the Sixth International Conference on Computational Creativity, ICCC 2015.

Anderson, A.; McFarland, D.; and Jurafsky, D. 2012. Towards a computational history of the acl: 1980-2008. In Proceedings of the ACL-2012 Special Workshop on Rediscovering 50 Years of Discoveries, ACL ’12, 13–21. Stroudsburg, PA: ACL.

Boden, M. A. 2004. The Creative Mind: Myths and Mechanisms. Routledge.

Colton, S., and Wiggins, G. A. 2012. Computational creativity: The final frontier? In de Raedt, L.; Bessiere, C.; Dubois, D.; and Doherty, P., eds., Proc. ECAI Frontiers.

Cook, M., and Colton, S. 2014. Ludus ex machina: Building a 3d game designer that competes alongside humans. In Proceedings of the Fifth International Conference on Computational Creativity, ICCC2014, 54–62. ACC.

Dannenberg, R. B. 2011. A vision of creative computation in music performance. In Proceedings of the Second International Conference on Computational Creativity, 84–89.

Deerwester, S.; Dumais, S. T.; Furnas, G. W.; Landauer, T. K.; and Harshman, R. 1990. Indexing by latent semantic analysis. Journal of the American Society for Information Science 41(6):391–407.

Eigenfeldt, A. 2015. Generative music for live musicians: An unnatural selection. In Proceedings of the Sixth International Conference on Computational Creativity (ICCC 2015), 142–149. Park City, Utah: Brigham Young Uni.

Fortuna, B.; Grobelnik, M.; and Mladeni´c, D. 2007. Ontogen: Semi-automatic ontology editor. In Human Computer Interface (Part II) (HCI 2007), LNCS 4558, volume 4558, 309–318.

Fortuna, B.; Grobelnik, M.; and Mladeni, D. 2006. Semi-automatic data-driven ontology construction system. In PASCAL EPprints (2006) http://eprints.pascalentwork. org/perl/oai2. Working Group Summary 15.

Fortuna, B.; Mladeniˇc, D.; and Grobelnik, M. 2006. Semantics, Web and Mining: Joint InternationalWorkshops, EWMF 2005 and KDO 2005, Porto, Portugal, October 3-7, 2005, Revised Selected Papers. Berlin, Heidelberg: Springer Berlin Heidelberg. chapter Semi-automatic Construction of Topic Ontologies, 121–131.

Gruber, T. R. 1993. A translation approach to portable ontology specifications. Knowledge Acquisition 5(2):199–220. Jain, A. K.; Murty, M. N.; and Flynn, P. J. 1999. Data clustering: a review. ACM Computing Surveys 31(3):264– 323.

Jordanous, A., and Keller, B. 2012. Weaving creativity into the semantic web: a language-processing approach. Proceeding of the Third International Conference on Computational Creativity 216 –220.

Laclaustra, I. M.; Ledesma, J. L.; Mendez, G.; and Gerv´as, P. 2014. Kill the dragon and rescue the princess: Designing a plan-based multi-agent story generator. In Proceedings of the Fifth International Conference on Computational Creativity. Ljubljana, Slovenia: Joˇzef Stefan Institute, Ljubljana, Slovenia.

Lakatos, I. 1970. Falsification and the methodology of scientific research programmes. In Lakatos, I., and Musgrave, A., eds., Criticism and the Growth of Knowledge. Cambridge, UK: Cambridge University Press. 91–196.

Lavraˇc, N.; Grˇcar, M.; Fortuna, B.; and Velardi, P. 2010. Computational Social Network Analysis: Trends, Tools and Research Advances. London: Springer London. chapter Exploratory Analysis of the Social Network of Researchers in Inductive Logic Programming, 135–154.

Le´on, C., and Gerv´as, P. 2014. Creativity in story generation from the ground up: Non-deterministic simulation driven by narrative. In 5th International Conference on Computational Creativity, ICCC 2014.

Liapis, A.; Yannakakis, G. N.; and Togelius, J. 2014. Computational game creativity. In Proceedings of the Fifth International Conference on Computational Creativity. Ljubljana, Slovenia: Josef Stefan Institute.

Monteith, K.; Martinez, T.; and Ventura, D. 2010. Automatic generation of music for inducing emotive response. In Proceedings of the International Conference on Computational Creativity, 140–149. Lisbon, Portugal: Department of Informatics Engineering, University of Coimbra.

P´erez y P´erez, R.; Ortiz, O.; Luna, W.; Negrete, S.; Castellanos, V.; Alosa, E. P.; and A´ vila, R. 2011. A System for Evaluating Novelty in Computer Generated Narratives. In Ventura, D.; Gerv´as, P.; Harrell, D. F.; Maher, M. L.; Pease, A.; and Wiggins, G., eds., Proceedings of the Second International Conference on Computational Creativity, 63–68.

Pollak, S.; Vavpetiˇc, A.; Kranjc, J.; Lavraˇc, N.; and ˇ Spela Vintar. 2012. NLP workflow for on-line definition extraction from English and Slovene text corpora. In Jancsary, J., ed., Proceedings of KONVENS 2012, 53–60. O¨ GAI. Main track: oral presentations.

Salton, G., and Buckley, C. 1988. Term-weighting approaches in automatic text retrieval. Information Processing & Management 24(5):513–523.

Sklar, A. 1959. Fonctions de r´epartition `a n dimensions et leurs marges. Publ. Inst. Statist. Univ. Paris 8:229231.

Smith, A. M., and Mateas, M. 2011. Knowledge-level creativity in game design. In In Proc. of the 2nd International Conference in Computational Creativity, (ICCC 2011).

Smith, B. 2003. Chapter 11: Ontology. In Floridi, L., ed., Blackwell Guide to the Philosophy of Computing and Information, volume 7250. Blackwell. 155–166.

van der Velde, F.; Wolf, R. A.; Schmettow, M.; and Nazareth, D. S. 2015. A semantic map for evaluating creativity. In Sixth Interantional Conference on Computational Creativity (ICCC 2015). Park City, Utah, USA: Brigham Young University.

Velardi, P.; Faralli, S.; and Navigli, R. 2013. Ontolearn reloaded: A graph-based algorithm for taxonomy induction. Computational Linguistics 39(3):665–707.

Vintar, ˇ S. 2010. Bilingual term recognition revisited the bag-of-equivalents term alignment approach and its evaluation. Terminology 16:141–159.

Wiggins, G. A. 2006. A preliminary framework for description, analysis and comparison of creative systems. Journal of Knowledge Based Systems 19(7):449–458.


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