Interactive Narrative Generation Using Location and Genre Specific Context

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.

[1]  Ulrike Spierling,et al.  Smart Authoring for Location-based Augmented Reality Storytelling Applications , 2017, GI-Jahrestagung.

[2]  David E. Millard,et al.  Developing a Writer's Toolkit for Interactive Locative Storytelling , 2017, ICIDS.

[3]  David E. Millard,et al.  Location Location Location: Experiences of Authoring an Interactive Location-Based Narrative , 2016, ICIDS.

[4]  Mark O. Riedl,et al.  Event Representations for Automated Story Generation with Deep Neural Nets , 2017, AAAI.

[5]  Pramod Viswanath,et al.  Representing Sentences as Low-Rank Subspaces , 2017, ACL.

[6]  Liselott Brunnberg,et al.  Believable environments: generating interactive storytelling in vast location-based pervasive games , 2006, ACE '06.

[7]  Woodrow Barfield,et al.  Haptic Augmented Reality: Taxonomy, Research Status, and Challenges , 2015 .

[8]  J. G. Tanenbaum,et al.  GeoPoetry: Designing Location-Based Combinatorial Electronic Literature Soundtracks for Roadtrips , 2016, ICIDS.

[9]  Mark O. Riedl Computational Narrative Intelligence: A Human-Centered Goal for Artificial Intelligence , 2016, ArXiv.

[10]  Blair MacIntyre,et al.  Three angry men: dramatizing point-of-view using augmented reality , 2002, SIGGRAPH '02.

[11]  Blair MacIntyre,et al.  Exploring spatial narratives and mixed reality experiences in Oakland Cemetery , 2005, ACE '05.

[12]  David E. Millard,et al.  A Framework for Multi-participant Narratives Based on Multiplayer Game Interactions , 2017, ICIDS.

[13]  Xiaogang Wang,et al.  Context Encoding for Semantic Segmentation , 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

[14]  M. Weal,et al.  A thematic approach to emerging narrative structure , 2008, WebScience '08.

[15]  Blair MacIntyre,et al.  Augmented reality as a new media experience , 2001, Proceedings IEEE and ACM International Symposium on Augmented Reality.

[16]  Andrew Stern,et al.  Structuring Content in the Façade Interactive Drama Architecture , 2005, AIIDE.