Modeling narrative structure and dynamics with networks, sentiment analysis, and topic modeling

S Min, J Park - PloS one, 2019 - journals.plos.org
Human communication is invariably executed in the form of a narrative, an account of
connected events comprising characters, actions, and settings. A coherent and well …

Mapping out narrative structures and dynamics using networks and textual information

S Min, J Park - arXiv preprint arXiv:1604.03029, 2016 - arxiv.org
Human communication is often executed in the form of a narrative, an account of connected
events composed of characters, actions, and settings. A coherent narrative structure is …

Annotating high-level structures of short stories and personal anecdotes

B Li, B Cardier, T Wang, F Metze - arXiv preprint arXiv:1710.06917, 2017 - arxiv.org
Stories are a vital form of communication in human culture; they are employed daily to
persuade, to elicit sympathy, or to convey a message. Computational understanding of …

[图书][B] Modeling narrative discourse

DK Elson - 2012 - search.proquest.com
This thesis describes new approaches to the formal modeling of narrative discourse.
Although narratives of all kinds are ubiquitous in daily life, contemporary text processing …

Salience-aware event chain modeling for narrative understanding

X Zhang, M Chen, J May - arXiv preprint arXiv:2109.10475, 2021 - arxiv.org
Storytelling, whether via fables, news reports, documentaries, or memoirs, can be thought of
as the communication of interesting and related events that, taken together, form a concrete …

M-sense: Modeling narrative structure in short personal narratives using protagonist's mental representations

P Vijayaraghavan, D Roy - Proceedings of the AAAI Conference on …, 2023 - ojs.aaai.org
Narrative is a ubiquitous component of human communication. Understanding its structure
plays a critical role in a wide variety of applications, ranging from simple comparative …

Computational narrative understanding: a big picture analysis

A Piper - Proceedings of the Big Picture Workshop, 2023 - aclanthology.org
This paper provides an overview of outstanding major research goals for the field of
computational narrative understanding. Storytelling is an essential human practice, one that …

[图书][B] Computational modeling of narrative

I Mani - 2022 - books.google.com
The field of narrative (or story) understanding and generation is one of the oldest in natural
language processing (NLP) and artificial intelligence (AI), which is hardly surprising, since …

Towards a model-theoretic view of narratives

L Castricato, S Biderman, D Thue… - Proceedings of the …, 2021 - aclanthology.org
In this paper, we propose the beginnings of a formal framework for modeling narrative qua
narrative. Our framework affords the ability to discuss key qualities of stories and their …

Narrative maps: An algorithmic approach to represent and extract information narratives

BF Keith Norambuena, T Mitra - Proceedings of the ACM on Human …, 2021 - dl.acm.org
Narratives are fundamental to our perception of the world and are pervasive in all activities
that involve the representation of events in time. Yet, modern online information systems do …