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ABSTRACT

Narrative systems attempt to present users with media collections that include some element of structure or story, however these collections can lack an authorial voice and seem bland as a result. In this paper we explore how themes could be used to enrich automatically generated narratives, and describe how a system which generated story selections in the form of photo montages was developed using a thematic model of narrative. This was achieved by selecting narrative atoms, in this case photographs, from a selection of images on a specific subject with relevance to a desired theme. Our pilot study shows that our thematic system selects images with greater relevance to desired titles, and that the positive impact of thematic selection increases when the images are presented together. We hope that our thematic work will inform others working on narrative systems, and will lead to richer automated narratives.

REFERENCES

• 1: H. Al-Khalifa and H. Davis. Folksonomies versus automatic keyword extraction: An empirical study. IADIS International Journal On Computer Science And Information Systems (IJCSIS), 1:132--143, 2006.
• 2: Harith Alani , Sanghee Kim , David E. Millard , Mark J. Weal , Wendy Hall , Paul H. Lewis , Nigel R. Shadbolt, Automatic Ontology-Based Knowledge Extraction from Web Documents, IEEE Intelligent Systems, v.18 n.1, p.14-21, January 2003 [doi>10.1109/MIS.2003.1179189]
• 3: M. Alberink, L. Rutledge, and M. Veenstra. Sequence and emphasis in automated domain-independent discourse generation. In Information systems, pages 1--10, 2003.
• 4: R. Barthes and L. Duisit. An introduction to the structural analysis of narrative. New Literary History, 6:237--272, 1975.
• 5: Hal Berghel, Cyberspace 2000: dealing with information overload, Communications of the ACM, v.40 n.2, p.19-24, Feb. 1997 [doi>10.1145/253671.253680]
• 6: Mark Bernstein, Card shark and thespis: exotic tools for hypertext narrative, Proceedings of the 12th ACM conference on Hypertext and Hypermedia, August 14-18, 2001, Århus, none, Denmark [doi>10.1145/504216.504233]
• 7: Paul De Bra , Ad Aerts , Bart Berden , Barend de Lange , Brendan Rousseau , Tomi Santic , David Smits , Natalia Stash, AHA! The adaptive hypermedia architecture, Proceedings of the fourteenth ACM conference on Hypertext and hypermedia, August 26-30, 2003, Nottingham, UK [doi>10.1145/900051.900068]
• 8: Charlie Hargood , David E. Millard , Mark J. Weal, A thematic approach to emerging narrative structure, Proceedings of the hypertext 2008 workshop on Collaboration and collective intelligence, June 19-21, 2008, Pittsburgh, PA, USA [doi>10.1145/1379157.1379168]
• 9: M. Mateas and A. Stern. Facade: An experiment in building a fully-realized interactive drama. In Game Developers Conference, 2003.
• 10: M. McQuillan. The Narrative Reader. Routledge, London, 2000.
• 11: M. Theune, S. Faas, A. Nijholt, and D. Heylen. The virtual storyteller: Story creation by intelligent agents. In TIDSE 2003: Technologies for Interactive Digital Storytelling and Entertainment, 2003.
• 12: B. Tomashevsky. Russian Formalist Criticism: Four Essays, chapter Thematics, pages 66--68. University of Nebraska Press, 1965.
• 13: M. Tuffield, S. Harris, D. P. Dupplaw, A. Chakravarthy, C. Brewster, N. Gibbins, K. O'Hara, F. Ciravegna, D. Sleeman, Y. Wilks, and N. R. Shadbolt. Image annotation with photocopain. In First International Workshop on Semantic Web Annotations for Multimedia (SWAMM 2006) at WWW2006, Edinburgh, United Kingdom., 2006.

INDEX TERMS

Primary Classification:
  H. Information Systems
  H.1 MODELS AND PRINCIPLES
      H.1.0 General

General Terms:
Experimentation, Human Factors, Standardization

Keywords:
folksonomies, narrative, narrative generation, thematics