Case-Based Reasoning in Design

Case-Based Reasoning in Design PDF Author: Mary Lou Maher
Publisher: Psychology Press
ISBN: 1317779754
Category : Psychology
Languages : en
Pages : 261

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Book Description
Case-based reasoning in design is becoming an important approach to computer-support for design as well as an important component in understanding the design process. Design has become a major focus for problem solving paradigms due to its complexity and open-ended nature. This book presents a clear description of how case-based reasoning can be applied to design problems, including the representation of design cases, indexing and retrieving design cases, and the range of paradigms for adapting design cases. With a focus on design, this book differs from others that provide a generalist view of case-based reasoning. This volume provides two important contributions to the area: * a general description of the issues and alternatives in applying case-based reasoning to design, and * a description of specific implementations of case-based design. Through this combination, the reader will learn about both the general issues and the practical problems in supporting design through case-based reasoning. This book was prepared to fill a gap in the literature on the unique problems that design introduces to computational paradigms developed in computer science. It also addresses the needs of computational support for design problem solving from both theoretical and practical perspectives.

Case-Based Reasoning in Design

Case-Based Reasoning in Design PDF Author: Mary Lou Maher
Publisher: Psychology Press
ISBN: 1317779754
Category : Psychology
Languages : en
Pages : 261

Get Book Here

Book Description
Case-based reasoning in design is becoming an important approach to computer-support for design as well as an important component in understanding the design process. Design has become a major focus for problem solving paradigms due to its complexity and open-ended nature. This book presents a clear description of how case-based reasoning can be applied to design problems, including the representation of design cases, indexing and retrieving design cases, and the range of paradigms for adapting design cases. With a focus on design, this book differs from others that provide a generalist view of case-based reasoning. This volume provides two important contributions to the area: * a general description of the issues and alternatives in applying case-based reasoning to design, and * a description of specific implementations of case-based design. Through this combination, the reader will learn about both the general issues and the practical problems in supporting design through case-based reasoning. This book was prepared to fill a gap in the literature on the unique problems that design introduces to computational paradigms developed in computer science. It also addresses the needs of computational support for design problem solving from both theoretical and practical perspectives.

Artificial Intelligence in Design ’94

Artificial Intelligence in Design ’94 PDF Author: John S. Gero
Publisher: Springer Science & Business Media
ISBN: 9401109281
Category : Computers
Languages : en
Pages : 761

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Book Description
Design is an important research topic in engineering and architecture, since design is not only a means of change but also one of the keystones of economic competitiveness and the fundamental precursor to manufacturing. However, our understanding of design as a process and our ability to model it are still very limited. The development of computational models founded on the artificial intelligence paradigm has provided an impetus for much of current design research -- both computational and cognitive. Notwithstanding their immaturity noticeable advances have been made both in extending our understanding of design and in developing tools based on that understanding. The papers in this volume are from the Third International Conference on Artificial Intelligence in Design held in August 1994 in Lausanne, Switzerland. They represent the cutting edge of research and development in this field. They are of particular interest to researchers, developers and users of computer systems in design. This volume demonstrates both the breadth and depth of artificial intelligence in design and points the way forward for our understanding of design as a process and for the development of computer-based tools to aid designers.

Case Based Design

Case Based Design PDF Author: Yuri Avramenko
Publisher: Springer Science & Business Media
ISBN: 3540757058
Category : Mathematics
Languages : en
Pages : 185

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Book Description
In a highly authoritative and systematic manner, this book offers an in-depth treatment of the essence of the case–based reasoning strategy and case-based design dwelling upon the algorithmic facet of the paradigm. It provides an excellent applied research framework by showing how this development can be effectively utilized in the real word complicated environment of process engineering, a pursuit that is rarely reported in the literature in such a comprehensive manner.

Case Study Strategies for Architects and Designers

Case Study Strategies for Architects and Designers PDF Author: Marja Sarvimaki
Publisher: Taylor & Francis
ISBN: 1317480627
Category : Architecture
Languages : en
Pages : 195

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Book Description
Case Study Strategies for Architects and Designers explains methods in evidence-based design, also called practice-based research, to show you the value of research to your designs. Topics covered pertain to data collection and analysis techniques, including surveys, interviews, fieldwork, participatory design, occupancy evaluations, and memory sketching. Integrative data evaluation, theoretical sampling, triangulation, pattern matching logic, and analytical generalization are also discussed. Global research precedents, exercises, further reading, section summaries, sidebars, more than 30 black and white images and tables will help you conduct empirical inquiries in real-life contexts.

Software Architecture: A Case Based Approach

Software Architecture: A Case Based Approach PDF Author: Vasudeva Varma
Publisher: Pearson Education India
ISBN: 9788131707494
Category : Computer architecture
Languages : en
Pages : 284

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Book Description
The book discusses the discipline of Software Architecture using real-world case studies and poses pertinent questions that arouse objective thinking. With the help of case studies and in-depth analyses, it delves into the core issues and challenges of software architecture.

Instructional Design: Case Studies in Communities of Practice

Instructional Design: Case Studies in Communities of Practice PDF Author: Keppell, Michael J.
Publisher: IGI Global
ISBN: 1599043246
Category : Education
Languages : en
Pages : 425

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Book Description
Instructional designers hold the responsibility of selecting, sequencing, synthesizing, and summarizing unfamiliar content to subject matter experts. To successfully achieve legitimate participation in communities of practice, instructional designers need to utilize a number of communication strategies to optimize the interaction with the subject matter expert. Instructional Design: Case Studies in Communities of Practice documents real-world experiences of instructional designers and staff developers who work in communities of practice. Instructional Design: Case Studies in Communities of Practice explains the strategies and heuristics used by instructional designers when working in different settings, articulates the sophistication of communication strategies when working with subject matter experts, and provides insight into the range of knowledge, skills, and personal characteristics required to complete the tasks expected ofthem.

A Visual Reference for Evidence-based Design

A Visual Reference for Evidence-based Design PDF Author: Jain Malkin
Publisher:
ISBN:
Category : Architecture
Languages : en
Pages : 360

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Book Description


Design Justice

Design Justice PDF Author: Sasha Costanza-Chock
Publisher: MIT Press
ISBN: 0262043459
Category : Design
Languages : en
Pages : 358

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Book Description
An exploration of how design might be led by marginalized communities, dismantle structural inequality, and advance collective liberation and ecological survival. What is the relationship between design, power, and social justice? “Design justice” is an approach to design that is led by marginalized communities and that aims expilcitly to challenge, rather than reproduce, structural inequalities. It has emerged from a growing community of designers in various fields who work closely with social movements and community-based organizations around the world. This book explores the theory and practice of design justice, demonstrates how universalist design principles and practices erase certain groups of people—specifically, those who are intersectionally disadvantaged or multiply burdened under the matrix of domination (white supremacist heteropatriarchy, ableism, capitalism, and settler colonialism)—and invites readers to “build a better world, a world where many worlds fit; linked worlds of collective liberation and ecological sustainability.” Along the way, the book documents a multitude of real-world community-led design practices, each grounded in a particular social movement. Design Justice goes beyond recent calls for design for good, user-centered design, and employment diversity in the technology and design professions; it connects design to larger struggles for collective liberation and ecological survival.

Issues and Applications of Case-Based Reasoning to Design

Issues and Applications of Case-Based Reasoning to Design PDF Author: Mary Lou Maher
Publisher: Psychology Press
ISBN: 1317778901
Category : Psychology
Languages : en
Pages : 382

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Book Description
Design is believed to be one of the most interesting and challenging problem-solving activities ever facing artificial intelligence (AI) researchers. Knowledge-based systems using rule-based and model-based reasoning techniques have been applied to build design automation and/or design decision support systems. Although such systems have met with some success, difficulties have been encountered in terms of formalizing such generalized design experiences as rules, logic, and domain models. Recently, researchers have been exploring the idea of using case-based reasoning (CBR) techniques to complement or replace other approaches to design support. CBR can be considered as an alternative to paradigms such as rule-based and model-based reasoning. Rule-based expert systems capture knowledge in the form of if-then rules which are usually identified by a domain expert. Model-based reasoning aims at formulating knowledge in the form of principles to cover the various aspects of a problem domain. These principles, which are more general than if-then rules, comprise a model which an expert system may use to solve problems. Model-based reasoning (MBR) is sometimes called reasoning from first principles. Instead of generalizing knowledge into rules or models, CBR is an experience-based method. Thus, specific cases, corresponding to prior problem-solving experiences, comprise the main knowledge sources in a CBR system. This volume includes a collection of chapters that describe specific projects in which case-based reasoning is the focus for the representation and reasoning in a particular design domain. The chapters provide a broad spectrum of applications and issues in applying and extending the concept of CBR to design. Each chapter provides its own introduction to CBR concepts and principles.

Evidence-Based Design for Multiple Building Types

Evidence-Based Design for Multiple Building Types PDF Author: D. Kirk Hamilton
Publisher: John Wiley & Sons
ISBN: 0470129344
Category : Architecture
Languages : en
Pages : 288

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Book Description
Evidence-based design, which bases design decisions on the best available current research evidence, is gaining traction among architects. Expanding the field from its origins in healthcare to other building types such as education, criminal justice, commercial, industrial, and places of worship, this book introduces design professionals to the concept of evidence-based design and its use in the creation of high performance environments. It focuses on the methods by which design professionals and their clients can create better buildings by critically interpreting the implications of credible research and careful observation of completed projects. Drawing a direct link between evidence and application, the authors provide examples of credible research that supports evidence-based design are presented, as well as specific applications and case study examples.