From Narratology to Computational Story Composition and Back
From Narratology to Computational Story Composition and Back

Author: L. Berov

Publisher: IOS Press

Published: 2023-03-10

Total Pages: 362

ISBN-13: 1643683837

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Although both deal with narratives, the two disciplines of Narrative Theory (NT) and Computational Story Composition (CSC) rarely exchange insights and ideas or engage in collaborative research. The former has its roots in the humanities, and attempts to analyze literary texts to derive an understanding of the concept of narrative. The latter is in the domain of Artificial Intelligence, and investigates the autonomous composition of fictional narratives in a way that could be deemed creative. The two disciplines employ different research methodologies at contradistinct levels of abstraction, making simultaneous research difficult, while a close exchange between the two disciplines would undoubtedly be desirable, not least because of the complementary approach to their object of study. This book, From Narratology to Computational Story Composition and Back, describes an exploratory study in generative modeling, a research methodology proposed to address the methodological differences between the two disciplines and allow for simultaneous NT and CSC research. It demonstrates how implementing narratological theories as computational, generative models can lead to insights for NT, and how grounding computational representations of narrative in NT can help CSC systems to take over creative responsibilities. It is the interplay of these two strands that underscores the feasibility and utility of generative modeling. The book is divided into 6 chapters: an introduction, followed by chapters on plot, fictional characters, plot quality estimation, and computational creativity, wrapped up by a conclusion. The book will be of interest to all those working in the fields of narrative theory and computational creativity.

Flexible Workflows
Flexible Workflows

Author: L. Grumbach

Publisher: IOS Press

Published: 2023-07-07

Total Pages: 340

ISBN-13: 1643683977

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Traditional workflow management systems support the fulfillment of business tasks by providing guidance along a predefined workflow model. Due to the shift from mass production to customization, flexibility has become important in recent decades, but the various approaches to workflow flexibility either require extensive knowledge acquisition and modeling, or active intervention during execution. Pursuing flexibility by deviation compensates for these disadvantages by allowing alternative paths of execution at run time without requiring adaptation to the workflow model. This work, Flexible Workflows: A Constraint- and Case-Based Approach, proposes a novel approach to flexibility by deviation, the aim being to provide support during the execution of a workflow by suggesting items based on predefined strategies or experiential knowledge, even in case of deviations. The concepts combine two familiar methods from the field of AI - constraint satisfaction problem solving, and process-oriented case-based reasoning. The combined model increases the capacity for flexibility. The experimental evaluation of the approach consisted of a simulation involving several types of participant in the domain of deficiency management in construction. The book contains 7 chapters covering foundations; domains and potentials; prerequisites; constraint based workflow engine; case based deviation management; prototype; and evaluation, together with an introduction, a conclusion and 3 appendices. Demonstrating high utility values and the promise of wide applicability in practice, as well as the potential for an investigation into the transfer of the approach to other domains, the book will be of interest to all those whose work involves workflow management systems.

Computational Modeling of Narrative
Computational Modeling of Narrative

Author: Inderjeet Mani

Publisher: Springer Nature

Published: 2022-05-31

Total Pages: 124

ISBN-13: 3031021479

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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 storytelling is such a fundamental and familiar intellectual and social activity. In recent years, the demands of interactive entertainment and interest in the creation of engaging narratives with life-like characters have provided a fresh impetus to this field. This book provides an overview of the principal problems, approaches, and challenges faced today in modeling the narrative structure of stories. The book introduces classical narratological concepts from literary theory and their mapping to computational approaches. It demonstrates how research in AI and NLP has modeled character goals, causality, and time using formalisms from planning, case-based reasoning, and temporal reasoning, and discusses fundamental limitations in such approaches. It proposes new representations for embedded narratives and fictional entities, for assessing the pace of a narrative, and offers an empirical theory of audience response. These notions are incorporated into an annotation scheme called NarrativeML. The book identifies key issues that need to be addressed, including annotation methods for long literary narratives, the representation of modality and habituality, and characterizing the goals of narrators. It also suggests a future characterized by advanced text mining of narrative structure from large-scale corpora and the development of a variety of useful authoring aids. This is the first book to provide a systematic foundation that integrates together narratology, AI, and computational linguistics. It can serve as a narratology primer for computer scientists and an elucidation of computational narratology for literary theorists. It is written in a highly accessible manner and is intended for use by a broad scientific audience that includes linguists (computational and formal semanticists), AI researchers, cognitive scientists, computer scientists, game developers, and narrative theorists. Table of Contents: List of Figures / List of Tables / Narratological Background / Characters as Intentional Agents / Time / Plot / Summary and Future Directions

Narrative Intelligence
Narrative Intelligence

Author: Michael Mateas

Publisher: John Benjamins Publishing

Published: 2003-02-27

Total Pages: 350

ISBN-13: 9027297061

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Narrative Intelligence (NI) — the confluence of narrative, Artificial Intelligence, and media studies — studies, models, and supports the human use of narrative to understand the world. This volume brings together established work and founding documents in Narrative Intelligence to form a common reference point for NI researchers, providing perspectives from computational linguistics, agent research, psychology, ethology, art, and media theory. It describes artificial agents with narratively structured behavior, agents that take part in stories and tours, systems that automatically generate stories, dramas, and documentaries, and systems that support people telling their own stories. It looks at how people use stories, the features of narrative that play a role in how people understand the world, and how human narrative ability may have evolved. It addresses meta-issues in NI: the history of the field, the stories AI researchers tell about their research, and the effects those stories have on the things they discover. (Series B)

Possible Worlds, Artificial Intelligence, and Narrative Theory
Possible Worlds, Artificial Intelligence, and Narrative Theory

Author: Marie-Laure Ryan

Publisher: Indiana University Press

Published: 1991

Total Pages: 310

ISBN-13: 9780253350046

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In this important contribution to narrative theory, Marie-Laure Ryan applies insights from artificial intelligence and the theory of possible worlds to the study of narrative and fiction. For Ryan, the theory of possible worlds provides a more nuanced way of discussing the commonplace notion of a fictional "world," while artificial intelligence contributes to narratology and the theory of fiction directly via its researches into the congnitive processes of texts and automatic story generation. Although Ryan applies exotic theories to the study of narrative and to fiction, her book maintains a solid basis in literary theory and makes the formal models developed by AI researchers accessible to the student of literature. By combining the philosophical background of possible world theory with models inspired by AI, the book fulfills a pressing need in narratology for new paradigms and an interdisciplinary perspective.

Teaching Academic Writing as a Discipline-Specific Skill in Higher Education
Teaching Academic Writing as a Discipline-Specific Skill in Higher Education

Author: Ezza, El-Sadig Y.

Publisher: IGI Global

Published: 2019-12-27

Total Pages: 253

ISBN-13: 1799822672

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It is now held that writing influences and is influenced by the discipline where it occurs. The representations that writers employ to produce and comprehend texts are said to be sensitive to the specificities of their disciplinary discourse communities. This exposes writers to divergent disciplinary demands and expectations on what counts as good and appropriate writing in terms of generic structure, discourse features, and stylistic preferences, reflecting dissimilar practices. Because of such exigencies, academic writing seems at times to be very challenging, especially for novice scholars. Thus, any attempt to perceive the function of academic writing in higher education or to evaluate its quality should not discard the shaping force of the disciplines. Teaching Academic Writing as a Discipline-Specific Skill in Higher Education is a critical scholarly resource that examines the role of writing within academic circles and the disciplinary practices of writing in scholastic environments. The book will also explore the particular difficulties that confront writers in the disciplines as well as the endeavors of educational institutions to develop discipline-specific writing traditions among practicing and novice scholars. Featuring a range of topics such as blended learning, data interpretation, and knowledge construction, this book is essential for instructors, academicians, administrators, professors, researchers, and students.

Narrative Discourse
Narrative Discourse

Author: Gérard Genette

Publisher: Cornell University Press

Published: 1980

Total Pages: 292

ISBN-13: 9780801492594

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Genette uses Proust's Remembrance of Things Past as a work to identify and name the basic constituents and techniques of narrative. Genette illustrates the examples by referring to other literary works. His systemic theory of narrative deals with the structure of fiction, including fictional devices that go unnoticed and whose implications fulfill the Western narrative tradition.

The Theory of Narrative Thought
The Theory of Narrative Thought

Author: Lee Roy Beach

Publisher: Cambridge Scholars Publishing

Published: 2022-02-25

Total Pages: 210

ISBN-13: 1527581632

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The renowned naturalist, Loren Eisely, observed that we humans have given up the “certainty of the animal that what it senses is exactly there in the shape the eye beholds.” The big question is, what did we get in return? This book provides a convincing answer to this question, arguing that, instead of recording reality, your brain uses your experience to create a story, a narrative, about how what happened to you in the past led to what is happening to you now. This narrative is your private reality. The book continues by showing how replacing recorded reality with private narrative enabled humans to anticipate the fundamentally unknowable immediate and remote future and expose potential threats. It then shows how private narrative enabled complex thought and communication with others. Drawing upon a wide range of research, the book provides a stimulating new way of viewing human experience, thinking, communicating, and action.

Routledge Encyclopedia of Narrative Theory
Routledge Encyclopedia of Narrative Theory

Author: David Herman

Publisher: Routledge

Published: 2010-06-10

Total Pages: 728

ISBN-13: 1134458401

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The past several decades have seen an explosion of interest in narrative, with this multifaceted object of inquiry becoming a central concern in a wide range of disciplinary fields and research contexts. As accounts of what happened to particular people in particular circumstances and with specific consequences, stories have come to be viewed as a basic human strategy for coming to terms with time, process, and change. However, the very predominance of narrative as a focus of interest across multiple disciplines makes it imperative for scholars, teachers, and students to have access to a comprehensive reference resource.