From Narratology to Computational Story Composition and Back

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Publisher : IOS Press
ISBN 13 : 1643683837
Total Pages : 362 pages
Book Rating : 4.6/5 (436 download)

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Book Synopsis From Narratology to Computational Story Composition and Back by : L. Berov

Download or read book From Narratology to Computational Story Composition and Back written by L. Berov and published by IOS Press. This book was released on 2023-03-10 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

From Narratology to Computational Story Composition and Back

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Publisher :
ISBN 13 : 9783898387699
Total Pages : 0 pages
Book Rating : 4.3/5 (876 download)

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Book Synopsis From Narratology to Computational Story Composition and Back by : Leonid Berov

Download or read book From Narratology to Computational Story Composition and Back written by Leonid Berov and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

From Narratology to Computational Story Composition and Back-an Exploratory Study in Generative Modeling

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Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (137 download)

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Book Synopsis From Narratology to Computational Story Composition and Back-an Exploratory Study in Generative Modeling by : Leonid Berov

Download or read book From Narratology to Computational Story Composition and Back-an Exploratory Study in Generative Modeling written by Leonid Berov and published by . This book was released on 2021 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Computational Modeling of Narrative

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Author :
Publisher : Morgan & Claypool Publishers
ISBN 13 : 1608459810
Total Pages : 145 pages
Book Rating : 4.6/5 (84 download)

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Book Synopsis Computational Modeling of Narrative by : Inderjeet Mani

Download or read book Computational Modeling of Narrative written by Inderjeet Mani and published by Morgan & Claypool Publishers. This book was released on 2013 with total page 145 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Flexible Workflows

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Publisher : IOS Press
ISBN 13 : 1643683977
Total Pages : 340 pages
Book Rating : 4.6/5 (436 download)

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Book Synopsis Flexible Workflows by : L. Grumbach

Download or read book Flexible Workflows written by L. Grumbach and published by IOS Press. This book was released on 2023-07-07 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Post-Narratology Through Computational and Cognitive Approaches

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Publisher : IGI Global
ISBN 13 : 152257980X
Total Pages : 521 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Post-Narratology Through Computational and Cognitive Approaches by : Ogata, Takashi

Download or read book Post-Narratology Through Computational and Cognitive Approaches written by Ogata, Takashi and published by IGI Global. This book was released on 2019-02-01 with total page 521 pages. Available in PDF, EPUB and Kindle. Book excerpt: Studying narratives is an ideal method to gain a good understanding of how various aspects of human information are organized and integrated. The concept and methods of a narrative, which have been explored in narratology and literary theories, are likely to be connected with contemporary information studies in the future, including those in computational fields such as AI, and in cognitive science. This will result in the emergence of a significant conceptual and methodological foundation for various technologies of novel contents, media, human interface, etc. Post-Narratology Through Computational and Cognitive Approaches explores the new possibilities and directions of narrative-related technologies and theories and their implications on the innovative design, development, and creation of future media and contents (such as automatic narrative or story generation systems) through interdisciplinary approaches to narratology that are dependent on computational and cognitive studies. While highlighting topics including artificial intelligence, narrative analysis, and rhetoric generation, this book is ideally designed for designers, creators, developers, researchers, and advanced-level students.

Computational and Cognitive Approaches to Narratology

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Author :
Publisher : IGI Global
ISBN 13 : 1522504338
Total Pages : 490 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Computational and Cognitive Approaches to Narratology by : Ogata, Takashi

Download or read book Computational and Cognitive Approaches to Narratology written by Ogata, Takashi and published by IGI Global. This book was released on 2016-07-15 with total page 490 pages. Available in PDF, EPUB and Kindle. Book excerpt: Studying narratives is often the best way to gain a good understanding of how various aspects of human information are organized and integrated—the narrator employs specific informational methods to build the whole structure of a narrative through combining temporally constructed events in light of an array of relationships to the narratee and these methods reveal the interaction of the rational and the sensitive aspects of human information. Computational and Cognitive Approaches to Narratology discusses issues of narrative-related information and communication technologies, cognitive mechanism and analyses, and theoretical perspectives on narratives and the story generation process. Focusing on emerging research as well as applications in a variety of fields including marketing, philosophy, psychology, art, and literature, this timely publication is an essential reference source for researchers, professionals, and graduate students in various information technology, cognitive studies, design, and creative fields.

An Introduction to Narrative Generators

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Publisher : Oxford University Press
ISBN 13 : 0198876629
Total Pages : 225 pages
Book Rating : 4.1/5 (988 download)

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Book Synopsis An Introduction to Narrative Generators by : Rafael Pérez y Pérez

Download or read book An Introduction to Narrative Generators written by Rafael Pérez y Pérez and published by Oxford University Press. This book was released on 2023-07-15 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes how computer programs can generate narratives and how studies of computational narrative can illuminate how humans tell stories. Combining an introduction to relevant concepts related to automatic storytelling with accessible descriptions of well-known computer programs that illustrate how such concepts are employed, the book is aimed at an interdisciplinary audience and assumes little or no background in computer science. The book introduces the most relevant techniques employed over the last 60 years for the development of computer models for narrative generation, including narrative templates, problem-solving, planning, author engagement and reflection, and statistical methods such as deep neural networks, ending with an examination of the societal implications of the development of automatic narrative generator systems.

Internal and External Narrative Generation Based on Post-Narratology: Emerging Research and Opportunities

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Publisher : IGI Global
ISBN 13 : 1522599452
Total Pages : 444 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Internal and External Narrative Generation Based on Post-Narratology: Emerging Research and Opportunities by : Ogata, Takashi

Download or read book Internal and External Narrative Generation Based on Post-Narratology: Emerging Research and Opportunities written by Ogata, Takashi and published by IGI Global. This book was released on 2020-01-03 with total page 444 pages. Available in PDF, EPUB and Kindle. Book excerpt: Narrative generation can be applied to systematic frameworks that cover theoretical and philosophical thoughts of narratives and narrative generation, analytical research of related narrative genres and narrative works, and narrative works writing and creation using narrative generation systems. The design and development of narrative generation systems refers to the themes regarding narrative work creation as arts and literature through narrative generation systems beyond narrative generation systems as a technology. Internal and External Narrative Generation Based on Post-Narratology: Emerging Research and Opportunities is an essential scholarly publication that explores the creation of narrative systems using practical frameworks and advanced narrative analysis. Highlighting a range of topics such as marketing, synthetic narrative, and application systems, this book is ideal for academicians, information technology professionals, designers, developers, researchers, and students.

Toward an Integrated Approach to Narrative Generation: Emerging Research and Opportunities

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Publisher : IGI Global
ISBN 13 : 152259695X
Total Pages : 432 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Toward an Integrated Approach to Narrative Generation: Emerging Research and Opportunities by : Ogata, Takashi

Download or read book Toward an Integrated Approach to Narrative Generation: Emerging Research and Opportunities written by Ogata, Takashi and published by IGI Global. This book was released on 2019-10-25 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: The concept of narrative has exerted a strong influence on a wide range of fields, from the humanities such as literature (and art and entertainment) to social studies, psychiatry, and psychology. The framework that allows access to narratives across a wide range of areas, from science to the humanities, has the potential to be improved as a fusion of cognitive science and artificial intelligence. Toward an Integrated Approach to Narrative Generation: Emerging Research and Opportunities is a critical scholarly book that focuses on the significance of narratives and narrative generation in various aspects of human society. Featuring an array of topics such as philosophy, narratology, and advertising, this book is ideal for software developers, academicians, philosophy professionals, researchers, and students in the fields of cognitive studies, literary studies, and digital content design and development.

Narrative Intelligence

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Publisher : John Benjamins Publishing
ISBN 13 : 9027297061
Total Pages : 350 pages
Book Rating : 4.0/5 (272 download)

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Book Synopsis Narrative Intelligence by : Michael Mateas

Download or read book Narrative Intelligence written by Michael Mateas and published by John Benjamins Publishing. This book was released on 2003-02-27 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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)

Computational Models of Narrative

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Publisher :
ISBN 13 : 9781577354864
Total Pages : 90 pages
Book Rating : 4.3/5 (548 download)

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Book Synopsis Computational Models of Narrative by : Association for the Advancement of Artificial Intelligence

Download or read book Computational Models of Narrative written by Association for the Advancement of Artificial Intelligence and published by . This book was released on 2010-11-13 with total page 90 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Narrative Discourse

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Publisher : Cornell University Press
ISBN 13 : 9780801492594
Total Pages : 292 pages
Book Rating : 4.4/5 (925 download)

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Book Synopsis Narrative Discourse by : Gérard Genette

Download or read book Narrative Discourse written by Gérard Genette and published by Cornell University Press. This book was released on 1980 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

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

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Publisher : IGI Global
ISBN 13 : 1799822672
Total Pages : 253 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Teaching Academic Writing as a Discipline-Specific Skill in Higher Education by : Ezza, El-Sadig Y.

Download or read book Teaching Academic Writing as a Discipline-Specific Skill in Higher Education written by Ezza, El-Sadig Y. and published by IGI Global. This book was released on 2019-12-27 with total page 253 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Possible Worlds, Artificial Intelligence, and Narrative Theory

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Publisher : Indiana University Press
ISBN 13 : 9780253350046
Total Pages : 310 pages
Book Rating : 4.3/5 (5 download)

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Book Synopsis Possible Worlds, Artificial Intelligence, and Narrative Theory by : Marie-Laure Ryan

Download or read book Possible Worlds, Artificial Intelligence, and Narrative Theory written by Marie-Laure Ryan and published by Indiana University Press. This book was released on 1991 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Routledge Encyclopedia of Narrative Theory

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Publisher : Routledge
ISBN 13 : 1134458401
Total Pages : 728 pages
Book Rating : 4.1/5 (344 download)

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Book Synopsis Routledge Encyclopedia of Narrative Theory by : David Herman

Download or read book Routledge Encyclopedia of Narrative Theory written by David Herman and published by Routledge. This book was released on 2010-06-10 with total page 728 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Advances in Neural Computation, Machine Learning, and Cognitive Research V

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Publisher : Springer Nature
ISBN 13 : 3030915816
Total Pages : 365 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Advances in Neural Computation, Machine Learning, and Cognitive Research V by : Boris Kryzhanovsky

Download or read book Advances in Neural Computation, Machine Learning, and Cognitive Research V written by Boris Kryzhanovsky and published by Springer Nature. This book was released on 2021-11-22 with total page 365 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes new theories and applications of artificial neural networks, with a special focus on answering questions in neuroscience, biology and biophysics and cognitive research. It covers a wide range of methods and technologies, including deep neural networks, large scale neural models, brain computer interface, signal processing methods, as well as models of perception, studies on emotion recognition, self-organization and many more. The book includes both selected and invited papers presented at the XXIII International Conference on Neuroinformatics, held on October 18-22, 2021, Moscow, Russia.