Download or read book Qualitative Representations written by Kenneth D. Forbus and published by MIT Press. This book was released on 2019-01-29 with total page 441 pages. Available in PDF, EPUB and Kindle. Book excerpt: An argument that qualitative representations—symbolic representations that carve continuous phenomena into meaningful units—are central to human cognition. In this book, Kenneth Forbus proposes that qualitative representations hold the key to one of the deepest mysteries of cognitive science: how we reason and learn about the continuous phenomena surrounding us. Forbus argues that qualitative representations—symbolic representations that carve continuous phenomena into meaningful units—are central to human cognition. Qualitative representations provide a basis for commonsense reasoning, because they enable practical reasoning with very little data; this makes qualitative representations a useful component of natural language semantics. Qualitative representations also provide a foundation for expert reasoning in science and engineering by making explicit the broad categories of things that might happen and enabling causal models that help guide the application of more quantitative knowledge as needed. Qualitative representations are important for creating more human-like artificial intelligence systems with capabilities for spatial reasoning, vision, question answering, and understanding natural language. Forbus discusses, among other topics, basic ideas of knowledge representation and reasoning; qualitative process theory; qualitative simulation and reasoning about change; compositional modeling; qualitative spatial reasoning; and learning and conceptual change. His argument is notable both for presenting an approach to qualitative reasoning in which analogical reasoning and learning play crucial roles and for marshaling a wide variety of evidence, including the performance of AI systems. Cognitive scientists will find Forbus's account of qualitative representations illuminating; AI scientists will value Forbus's new approach to qualitative representations and the overview he offers.
Download or read book Qualitative Representation of Spatial Knowledge written by Daniel Hernandez and published by Springer Science & Business Media. This book was released on 1994-06-28 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book develops, for the first time, a qualitative model for the representation of spatial knowledge based only on locative relations between the objects involved. The core of this book is devoted to the study of qualitative inference methods that take into account the rich structure of space. These methods can be applied to quite a number of areas characterized by uncertain or incomplete knowledge, as for example geographic information systems, robot control, computer-aided architectural design, and natural language information systems.
Download or read book Qualitative Spatio Temporal Representation and Reasoning Trends and Future Directions written by Hazarika, Shyamanta M. and published by IGI Global. This book was released on 2012-05-31 with total page 460 pages. Available in PDF, EPUB and Kindle. Book excerpt: Space and time are inextricably linked. Reasoning about space often involves reasoning about change in spatial configurations. Qualitative spatial information theory encompasses spatial as well as temporal representation and reasoning. Qualitative Spatio-Temporal Representation and Reasoning: Trends and Future Directions is a contribution to the emerging discipline of qualitative spatial information theory within artificial intelligence. This collection of research covers both theory and application-centric research and provides a comprehensive perspective on the emerging area of qualitative spatio-temporal representation and reasoning. This revolutionary new field is increasingly becoming a core issue within mobile computing, GIS/spatial information systems, databases, computer vision as well as knowledge discovery and data mining.
Download or read book Spatial Representation and Reasoning for Robot Mapping written by Diedrich Wolter and published by Springer Science & Business Media. This book was released on 2008-07-23 with total page 199 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book demonstrates bene?ts of abstract and qualitative reasoning that have not received much attention in the context of autonomous robotics before. Bremen, Christian Freksa December 2007 Director of the SFB/TR 8 Spatial Cognition Preface This book addresses spatial representations and reasoning techniques for - bile robot mapping, providing an analysis of fundamental representations and processes involved. A spatial representation based on shape information is p- posed and shape analysis techniques are developed to tackle the correspondence problem in robot mapping. A general mathematical formulation is presented to provide the formal ground for an e?cient matching of con?gurations of objects. This book is a slightly revised version of my doctoral thesis submitted to the Faculty of Mathematics and Computer Science of the University of Bremen, Germany. Manycontributeto the developmentofa dissertation,butsomeofthemstand out. Christian Freksa, I thank you for supporting and encouraging my work, for introducing me to interdisciplinary work, for giving me the freedom to develop this dissertation, and for providing an enjoyable atmosphere to work in. Longin Jan Latecki, thank you for countless in-depth discussions helping me to develop andtopositionmywork,forthefruitfulcollaboration,andformakingaresearch stay possible that has been very valuable to me. I thank the research groups in Bremen and Philadelphia for helpful discussions and feedback, in particular Jan Oliver Wallgrun. ̈ I also thank Kai-Florian Richter, Sven Bertel, and Lutz Frommberger for feedback on this work. Robert Ross, thank you for helping to proof-read this dissertation.
Download or read book EBOOK Interviewing and Representation in Qualitative Research written by John Schostak and published by McGraw-Hill Education (UK). This book was released on 2005-11-16 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: Too often interviewing is seen as simply a tool for data collection, while in reality it is a complex, subtle process that cannot be separated from the dynamic of the project or from the multiple and changing contexts of everyday life. In posing the question, “what is research for?”, Interviewing and Representation in Qualitative Research explores the processes of interviewing as itself a project intimately involved in contemporary debates around knowledge, freedom, power, ethics, modernism postmodernism, and globalisation. What makes the book distinctive is its focus on interviewing not just as a tool to be used within other frameworks such as case study, action research, evaluation and surveys, but as an approach to organise a project as a whole, to provide frameworks for organising perspectives on the multiple ‘worlds’ of everyday life. It is argued that every project, every methodology, every theoretical perspective has its own rhetorical framework that interacts with the ‘world’ as subject of study or focus for intervention. The interview, as defined in this book, is both the process of constituting and de-constructing world views – it is the inter-view, the place between worlds. Without the ‘inter-view’ no dialogue and no alternatives as a basis for difference, change, and development would be possible. The inter-view as conceived in the book is fundamental to qualitative research as an emancipatory project. Research practice is thus placed in the context of philosophical, theoretical and methodological debates, taking the reader beyond many introductory texts, making it suitable for all students and researchers who wish to advance the frontiers of their research and engage with contemporary social and political realities.
Download or read book The Politics and Ethics of Representation in Qualitative Research written by The Critical Methodologies Collective and published by Routledge. This book was released on 2021-07-22 with total page 168 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers insights on politics and ethics of representation that are relevant to researchers concerned with struggles for justice. It takes moments of discomfort in the qualitative research process as important sites of knowledge for exploring representational practices in critical research. The Politics and Ethics of Representation in Qualitative Research draws on experiences from research processes in nine PhD projects. In some chapters, ethical and political dilemmas related to representational practices are analyzed as experienced in fieldwork. In others, the focus is on the production of representation at the stage of writing. The book deals with questions such as: What does it mean to write about the lives of others? How are ethics and politics of representation intertwined, and how are they distinct? How are politics of representation linked to a practice of solidarity in research? What are the im/possibilities of hope and care in research? Drawing on grounded empirical research, the book offers input to students, PhDs, researchers, practitioners, activists and others dealing with methodological dilemmas from a critical perspective. Instead of ignoring discomforts, or describing them as solved, we stay with them, showing how such a reflective process provides new, ongoing insights. The Open Access version of this book, available at http://www.taylorfrancis.com/books/e/9780429299674, has been made available under a Creative Commons Attribution-Non Commercial-No Derivatives 4.0 license.
Download or read book Qualitative Spatial Abstraction in Reinforcement Learning written by Lutz Frommberger and published by Springer Science & Business Media. This book was released on 2010-12-13 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt: Reinforcement learning has developed as a successful learning approach for domains that are not fully understood and that are too complex to be described in closed form. However, reinforcement learning does not scale well to large and continuous problems. Furthermore, acquired knowledge specific to the learned task, and transfer of knowledge to new tasks is crucial. In this book the author investigates whether deficiencies of reinforcement learning can be overcome by suitable abstraction methods. He discusses various forms of spatial abstraction, in particular qualitative abstraction, a form of representing knowledge that has been thoroughly investigated and successfully applied in spatial cognition research. With his approach, he exploits spatial structures and structural similarity to support the learning process by abstracting from less important features and stressing the essential ones. The author demonstrates his learning approach and the transferability of knowledge by having his system learn in a virtual robot simulation system and consequently transfer the acquired knowledge to a physical robot. The approach is influenced by findings from cognitive science. The book is suitable for researchers working in artificial intelligence, in particular knowledge representation, learning, spatial cognition, and robotics.
Download or read book Qualitative GIS written by Meghan Cope and published by SAGE. This book was released on 2009-07-09 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt: Geographic Information Systems are an essential tool for analyzing and representing quantitative spatial data. Qualitative GIS explains the recent integration of qualitative research with Geographical Information Systems With a detailed contextualising introduction, the text is organised in three sections: Representation: examines how researchers are using GIS to create new types of representations; working with spatial data, maps, and othervisualizations to incorporate multiple meanings and to provide texture and context. Analysis: discusses the new techniques of analysis that are emerging at the margins between qualitative research and GIS, this in the wider context of a critical review of mixed-methods in geographical research Theory: questions how knowledge is produced, showing how ideas of ′science′ and ′truth′ inform research, and demonstrates how qualitative GIS can be used to interrogate discussions of power, community, and social action Making reference to representation, analysis, and theory throughout, the text shows how to frame questions, collect data, analyze results, and represent findings in a truly integrated way. An important addition to the mixed methods literature, Qualitative GIS will be the standard reference for upper-level students and researchers using qualitative methods and Geographic Information Systems.
Download or read book Writing and Representing Qualitative Research written by Maria K. E. Lahman and published by SAGE Publications. This book was released on 2021-08-25 with total page 417 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book addresses foundational areas of qualitative writing (such as journal articles and dissertations), aesthetic representations (including poetry and autoethnography), publishing, and reflexivity in representation in one practical and engaging text based on real experiences. Author Maria K.E. Lahman draws on her experiences as a qualitative research professor and writing instructor, and as someone who has published widely in scholarly journals, employing both traditional and more innovative forms of writing. The first part of the book covers writing tips; how to represent data; how to write a qualitative thematic journal article; how to write a qualitative dissertation; and provides guidance on the publication process. The second part encourages the qualitative researcher to move beyond traditional forms of writing and consider how qualitative research can be represented more aesthetically: as poems, autoethnographies, and visually. The book concludes with a chapter on reflexivity in research representations. Throughout, the author provides vivid examples from her own work, and that of graduate students and colleagues.
Download or read book Qualitative Spatial Reasoning written by M. Teresa Escrig and published by IOS Press. This book was released on 1998 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the aim of automatically reasoning with spatial aspects in a cognitive way, several qualitative models have been developed recently in the Qualitative Spatial Reasoning field. However, there is no model to reason with several spatial aspects in a uniform way. Moreover, most of these models simplify spatial objects to points. In this book we present a novel approach for integrating the qualitative concepts of orientation, distance, and cardinal directions, using points as well as extended objects as primitive of reasoning, based on Constraint Logic Programming. The resulting model has been applied to build a qualitative Navigation Simulator on the structured environment of the city of Castellon.
Download or read book An Agent Control Perspective on Qualitative Spatial Reasoning written by Frank Dylla and published by IOS Press. This book was released on 2008 with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Ethics and Representation in Qualitative Studies of Literacy written by Peter Mortensen and published by National National. This book was released on 1996 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: Reflecting on the practice of qualitative literacy research, this book presents 14 essays that address the most pressing questions faced by qualitative researchers today: how to represent others and themselves in research narratives; how to address ethical dilemmas in research-participant relations; and how to deal with various rhetorical, institutional, and historical constraints on research. After a foreword ("Considering Research Methods in Composition and Rhetoric" by Andrea A. Lunsford and others) and an introduction ("Reflections on Methodology in Literacy Studies" by the editors), essays in the book are (1) "Seduction and Betrayal in Qualitative Research" (Thomas Newkirk); (2) "Still-Life: Representations and Silences in the Participant-Observer Role" (Brenda Jo Brueggemann); (3) "Dealing with the Data: Ethical Issues in Case Study Research" (Cheri L. Williams); (4) "'Everything's Negotiable': Collaboration and Conflict in Composition Research" (Russel K. Durst and Sherry Cook Stanforth); (5) "Dilemmas of Fidelity: Qualitative Research in the Classroom" (Helen Dale); (6) "Ethnography and the Problem of the 'Other'" (Patricia A. Sullivan); (7) "Turning in upon Ourselves: Positionality, Subjectivity, and Reflexivity in Case Study and Ethnographic Research" (Elizabeth Chiseri-Strater); (8) "Constructing Voices in Writing Research: Developing Participatory Approaches to Situated Inquiry" (Ann M. Blakeslee and others); (9) "A Text for Many Voices: Representing Diversity in Reports of Naturalistic Research" (Lucille Parkinson McCarthy and Stephen M. Fishman); (10) "Culture on the Page: Experience, Rhetoric, and Aesthetics in Ethnographic Writing" (Bonnie S. Sunstein); (11) "Engendering Ethnography: Insights from the Feminist Critique of Postmodern Anthropology" (Roxanne D. Mountford); (12) "Writing, Rap, and Representation: Problematic Links between Texts and Experience" (Jabari Mahiri); (13) "Social and Institutional Power Relationships in Studies of Workplace Writing" (Jennie Dautermann); and (14) "Ethics, Institutional Review Boards, and the Involvement of Human Participants in Composition Research" (Paul V. Anderson). An afterword ("Ethics and Representation in Teacher Research" by Ruth E. Ray) is attached. Each chapter contains references. (RS)
Download or read book Qualitative Reasoning about Physical Systems written by Daniel G Bobrow and published by Elsevier. This book was released on 2012-12-02 with total page 498 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume brings together current work on qualitative reasoning. Its publication reflects the maturity of qualitative reasoning as a research area and the growing interest in problems of reasoning about physical systems.The papers present knowledge bases for a number of very different domains, including heat flow, transistors, and digital computation. A common theme of all these papers is explaining how physical systems work. An important shared criterion is that the behavioral description must be compositional, that is the description of a system's behavior must be derivable from the structure of the system.This material should be of interest to anyone concerned with automated reasoning about the real (physical) world.
Download or read book Readings in Qualitative Reasoning About Physical Systems written by Daniel S. Weld and published by Morgan Kaufmann. This book was released on 2013-09-17 with total page 733 pages. Available in PDF, EPUB and Kindle. Book excerpt: Readings in Qualitative Reasoning about Physical Systems describes the automated reasoning about the physical world using qualitative representations. This text is divided into nine chapters, each focusing on some aspect of qualitative physics. The first chapter deal with qualitative physics, which is concerned with representing and reasoning about the physical world. The goal of qualitative physics is to capture both the commonsense knowledge of the person on the street and the tacit knowledge underlying the quantitative knowledge used by engineers and scientists. The succeeding chapter discusses the qualitative calculus and its role in constructing an envisionment that includes behavior over both mythical time and elapsed time. These topics are followed by reviews of the mathematical aspects of qualitative reasoning, history-based simulation and temporal reasoning, as well as the intelligence in scientific computing. The final chapters are devoted to automated modeling for qualitative reasoning and causal explanations of behavior. These chapters also examine the qualitative kinematics of reasoning about shape and space. This book will prove useful to psychologists and psychiatrists.
Download or read book AI 2001 Advances in Artificial Intelligence written by Markus Stumptner and published by Springer Science & Business Media. This book was released on 2001-11-28 with total page 678 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 14th Australian Joint Conference on Artificial Intelligence, AI 2001, held in Adelaide, Australia, in December 2001. The 55 revised full papers presented together with one invited contribution were carefully reviewed and selected from a total of 100 submissions. The papers cover the whole range of artificial intelligence from theoretical and foundational issues to advanced applications in a variety of fields.
Download or read book Qualitative Representation of Spatial Knowledge written by Daniel Hernández and published by . This book was released on 1992 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Media Representations of African American Men and their Consequences for US American Society written by Anne Jeck and published by GRIN Verlag. This book was released on 2021-03-18 with total page 82 pages. Available in PDF, EPUB and Kindle. Book excerpt: Master's Thesis from the year 2017 in the subject American Studies - Culture and Applied Geography, grade: 1,3, Justus-Liebig-University Giessen (Department of English), language: English, abstract: The work at hand explores the depiction of African American men in the media and the consequences these specific ways of representation can have on their lives in US American society. Without narrowing the topic down to one particular media type, the present work will focus on both fictional and non-fictional forms of representation, including depictions in movies and TV series as well as displays in the news. By doing so, it shall untangle the tightly interwoven web of both fictional and non-fictional depictions that ensnares African American men in an opposing, yet overlapping way. African American men’s position in contemporary US American society cannot be investigated under the assumption that their current situation results from a monocausal incident. Without confining the frame of investigation to one specific time period, the present work is oriented towards the most current research results, figures and developments available. As data availability depends on the topic of each subchapter individually, the general time frame cannot be narrowed down specifically. Also, as current events are triggered by various chains of causation, they can never be interpreted without being historized, culturalized and politicized. Therefore, they will be set in context, which might create the impression of partially exceeding the idea of topicality. However, the center of attention will stay on topical events that influence on-going developments in the US.
