Interactive Narrative Generation Using Location and Genre Specific Context

  • Jon Womack
  • William FreemanEmail author
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 11869)


In this paper, we present a novel method of creating interactive narratives. Location-based narrative sentences are mapped to their real-world location using GPS. A corpus of genre-based sentences is aggregated to train a neural network. New narratives are created by selecting a sentence from the network’s “Sentence Space” that corresponds to contextual information from the user’s physical location. Each narrative is explored using GPS location tracking and WebGL based augmented reality in mobile web browsers.


Augmented Reality AR cloud Machine learning Locative narrative Sentence Space 


  1. 1.
    MacIntyre, B., Bolter, J.D., Moreno, E., Hannigan, B.: Augmented reality as a new media experience. In: Proceedings IEEE and ACM International Symposium on Augmented Reality 2001, pp. 197–206. IEEE, New York (2001)Google Scholar
  2. 2.
    MacIntyre, B., et al.: Three angry men: Dramatizing point-of-view using augmented reality. In: ACM SIGGRAPH 2002, San Antonio, TX, pp. 21–26 (2002)Google Scholar
  3. 3.
    Dow, S., Lee, J., Oezbek, C., MacIntyre, B., Bolter, J.D., Gandy, M.: Exploring spatial narratives and mixed reality experiences in Oakland Cemetery. In: Proceedings of the 2005 ACM SIGCHI International Conference on Advances in computer entertainment technology (ACE 2005), pp. 51–60. ACM, New York (2005)Google Scholar
  4. 4.
    Azuma, R.: Location-based mixed and augmented reality storytelling. In: Barfield, W. (ed.) Fundamentals of wearable computers and augmented reality, 2nd edn, pp. 259–276. CRC Press, Boca Raton, FL (2015)CrossRefGoogle Scholar
  5. 5.
    Millard, D.E., Hargood, C.: Location location location: experiences of authoring an interactive location-based narrative. In: Nack, F., Gordon, A.S. (eds.) ICIDS 2016. LNCS, vol. 10045, pp. 419–422. Springer, Cham (2016). Scholar
  6. 6.
    Kampa, A.: Ulrike spierling: smart authoring for location-based augmented reality storytelling applications. GI-Jahrestagung (2017)Google Scholar
  7. 7.
    Gustafsson, A., Bichard, J., Brunnberg, L., Juhlin, O., Combetto, M.: Believable environments: generating interactive storytelling in vast location-based pervasive games. In: Proceedings of the 2006 ACM SIGCHI international conference on Advances in computer entertainment technology (ACE 2006), Article 24. ACM, New York (2006)Google Scholar
  8. 8.
    Mu, J., Bhat, S., Viswanath, P.: Representing sentences as low-rank subspaces. In: Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, vol. 2 Short Papers, pp. 629–634. ACL, Vancouver (2017)Google Scholar
  9. 9.
    Zhang, H., et al.: Context Encoding for Semantic Segmentation. In: 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 7151–7160 (2018)Google Scholar
  10. 10.
    Mateas, M., Stern, A.: Structuring content in the façade interactive drama architecture. In: proceedings of the First AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, pp. 93–98. AAAI Press, Marina del Rey (2005)Google Scholar
  11. 11.
    Riedl, M.O.: Computational narrative intelligence: a human-centered goal for artificial intelligence. ArXiv (2016)Google Scholar
  12. 12.
    Martin, L.J., et al.: Event representations for automated story generation with deep neural nets. AAAI (2018)Google Scholar
  13. 13.
    Spawforth, C., Millard, D.E.: A framework for multi-participant narratives based on multiplayer game interactions. In: Nunes, N., Oakley, I., Nisi, V. (eds.) ICIDS 2017. LNCS, vol. 10690, pp. 150–162. Springer, Cham (2017). Scholar
  14. 14.
    Packer, H.S., Hargood, C., Howard, Y., Papadopoulos, P., Millard, D.E.: Developing a writer’s toolkit for interactive locative storytelling. In: Nunes, N., Oakley, I., Nisi, V. (eds.) ICIDS 2017. LNCS, vol. 10690, pp. 63–74. Springer, Cham (2017). Scholar
  15. 15.
    Hargood, C., Millard, D., Weal, M.J.: A thematic approach to emerging narrative structure. In: Proceedings of the hypertext 2008 workshop on Collaboration and collective intelligence (WebScience 2008), pp. 41–45. ACM, New York (2008)Google Scholar
  16. 16.
    Rickman, J., Tanenbaum, J.: GeoPoetry: designing location-based combinatorial electronic literature soundtracks for roadtrips. In: Nack, F., Gordon, A.S. (eds.) ICIDS 2016. LNCS, vol. 10045, pp. 85–96. Springer, Cham (2016). Scholar

Copyright information

© Springer Nature Switzerland AG 2019

Authors and Affiliations

  1. 1.Georgia Institute of TechnologyAtlantaUSA

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