Multivariate and Probabilistic Analyses of Sensory Science Problems PDF Download

Author: Jean-François Meullenet
Publisher: John Wiley & Sons
ISBN: 0470276312
Category : Technology & Engineering
Languages : en
Pages : 258

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Book Description
Sensory scientists are often faced with making business decisions based on the results of complex sensory tests involving a multitude of variables. Multivariate and Probabilistic Analyses of Sensory Science Problems explains the multivariate and probabilistic methods available to sensory scientists involved in product development or maintenance. The techniques discussed address sensory problems such as panel performance, product profiling, and exploration of consumer data, including segmentation and identifying drivers of liking. Applied in approach and written for non-statisticians, the text is aimed at sensory scientists who deal mostly with descriptive analysis and consumer studies. Multivariate and Probabilistic Analyses of Sensory Science Problems offers simple, easy-to-understand explanations of difficult statistical concepts and provides an extensive list of case studies with step-by-step instructions for performing analyses and interpreting the results. Coverage includes a refresher on basic multivariate statistical concepts; use of common data sets throughout the text; summary tables presenting the pros and cons of specific methods and the conclusions that may be drawn from using various methods; and sample program codes to perform the analyses and sample outputs. As the latest member of the IFT Press series, Multivariate and Probabilistic Analyses of Sensory Science Problems will be welcomed by sensory scientists in the food industry and other industries using similar testing methodologies, as well as by faculty teaching advanced sensory courses, and professionals conducting and participating in workshops addressing multivariate analysis of sensory and consumer data.

Author: T. Naes
Publisher: Elsevier
ISBN: 0080537162
Category : Education
Languages : en
Pages : 365

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Book Description
The state-of-the-art of multivariate analysis in sensory science is described in this volume. Both methods for aggregated and individual sensory profiles are discussed. Processes and results are presented in such a way that they can be understood not only by statisticians but also by experienced sensory panel leaders and users of sensory analysis. The techniques presented are focused on examples and interpretation rather than on the technical aspects, with an emphasis on new and important methods which are possibly not so well known to scientists in the field. Important features of the book are discussions on the relationship among the methods with a strong accent on the connection between problems and methods. All procedures presented are described in relation to sensory data and not as completely general statistical techniques. Sensory scientists, applied statisticians, chemometricians, those working in consumer science, food scientists and agronomers will find this book of value.

Author: John A. Bower
Publisher: John Wiley & Sons
ISBN: 9781444320954
Category : Technology & Engineering
Languages : en
Pages : 320

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Book Description
The recording and analysis of food data are becoming increasingly sophisticated. Consequently, the food scientist in industry or at study faces the task of using and understanding statistical methods. Statistics is often viewed as a difficult subject and is often avoided because of its complexity and a lack of specific application to the requirements of food science. This situation is changing – there is now much material on multivariate applications for the more advanced reader, but a case exists for a univariate approach aimed at the non-statistician. This book provides a source text on accessible statistical procedures for the food scientist, and is aimed at professionals and students in food laboratories where analytical, instrumental and sensory data are gathered and require some form of summary and analysis before interpretation. It is suitable for the food analyst, the sensory scientist and the product developer, and others who work in food-related disciplines involving consumer survey investigations will also find many sections of use. There is an emphasis on a ‘hands on’ approach, and worked examples using computer software packages and the minimum of mathematical formulae are included. The book is based on the experience and practice of a scientist engaged for many years in research and teaching of analytical and sensory food science at undergraduate and post-graduate level.

Author: Tormod Næs
Publisher: Woodhead Publishing
ISBN: 0081011148
Category : Technology & Engineering
Languages : en
Pages : 262

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Book Description
Individual Differences in Sensory and Consumer Science: Experimentation, Analysis and Interpretation presents easily readable, state-of-the-art coverage on how to plan and execute experiments that give rise to individual differences, also providing the framework for successful analysis and interpretation of results. The book highlights the different methodologies that can be applied and how to select the correct methodology based on the type of study you are performing, be it product research and development, quality control or consumer acceptance studies. Written by an experienced team of statisticians and sensory and consumer scientists, the book provides both academics and industry professionals with the first complete overview of a topic of ever-increasing importance. Identifies how to plan and execute experiments in sensory and consumer science Analyzes and interprets individual variances in sensory and consumer research Differentiates best practices for examining product development, quality control and consumer acceptance

Author: Thierry Worch
Publisher: CRC Press
ISBN: 1000924173
Category : Business & Economics
Languages : en
Pages : 353

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Book Description
Data Science for Sensory and Consumer Scientists is a comprehensive textbook that provides a practical guide to using data science in the field of sensory and consumer science through real-world applications. It covers key topics including data manipulation, preparation, visualization, and analysis, as well as automated reporting, machine learning, text analysis, and dashboard creation. Written by leading experts in the field, this book is an essential resource for anyone looking to master the tools and techniques of data science and apply them to the study of consumer behavior and sensory-led product development. Whether you are a seasoned professional or a student just starting out, this book is the ideal guide to using data science to drive insights and inform decision-making in the sensory and consumer sciences. Key Features: • Elucidation of data scientific workflow. • Introduction to reproducible research. • In-depth coverage of data-scientific topics germane to sensory and consumer science. • Examples based in industrial practice used throughout the book

Author: Cecilia Y. Saint-Denis
Publisher: John Wiley & Sons
ISBN: 1119405572
Category : Technology & Engineering
Languages : en
Pages : 226

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Book Description
Practical reference on the latest sensory and consumer evaluation techniques available to professionals and academics working in food and consumer goods product development and marketing This unique manual describes how to implement specific sensory and consumer methods based on context and objective. Presented in a direct and straightforward language that will speak to the industry professionals and academics who are on the ground attempting to solve technical questions, it reviews, step by step, the various stages of a product evaluation. Included are practical examples from many industries that practitioners can relate to. The book also shows how to build a sustainable short-, medium-, and long-term product evaluation strategy, and guides readers on how to create customized methods, or even completely new approaches. Consumer and Sensory Evaluation Techniques speaks to management and decision-makers within organizations and addresses the main questions (eg: "How much will it cost?" and "How quickly can it be achieved?") that are faced when developing and testing new products before a launch. Chapters cover: the pillars of good consumer and sensory studies; sensory profile of a product: mapping internal sensory properties; the foundations of consumer evaluation; study plans and strategy—sustainable short, mid and long-term vision; real-life anticipation with market factors: concept, price, brand, market channel; and internal studies versus sub-contracting. Uses examples from multiple sectors to show how to build a sustainable product evaluation strategy Analyses the critical milestones to follow and the pitfalls to avoid Supports the decision-making process while developing fast yet robust test strategies that will increase the likelihood of a product's success Consumer and Sensory Evaluation Techniques is the perfect resource for students, faculty and professionals working in product development, including formulators and marketers.

Author: Ronald S. Jackson
Publisher: Academic Press
ISBN: 0080921094
Category : Technology & Engineering
Languages : en
Pages : 519

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Book Description
Wine Tasting: A Professional Handbook is an essential guide for any professional or serious connoisseur seeking to understand both the theory and practice of wine tasting. From techniques for assessing wine properties and quality, including physiological, psychological, and physicochemical sensory evaluation, to the latest information on types of wine, the author guides the reader to a clear and applicable understanding of the wine tasting process. Including illustrative data and testing technique descriptions, Wine Tasting is for professional tasters, those who train tasters and those involved in designing wine tastings as well as the connoisseur seeking to maximize their perception and appreciation of wine. Revised and updated coverage, notably the physiology and neurology taste and odor perception Expanded coverage of the statistical aspect of wine tasting (specific examples to show the process), qualitative wine tasting (examples for winery staff tasting their own wines; more examples for consumer groups and restaurants), tripling of the material on wine styles and types, wine language, the origins of wine quality, and food and wine combination Flow chart of wine tasting steps Flow chart of wine production procedures Practical details on wine storage and problems during and following bottle opening Examples of tasting sheets Details of errors to be avoided Procedures for training and testing sensory skill

Author: Howard R. Moskowitz
Publisher: John Wiley & Sons
ISBN: 0813806046
Category : Technology & Engineering
Languages : en
Pages : 282

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Book Description
Packaging Research in Food Product Design and Development is the first book to comprehensively address the issues of graphics design and visual concepts, from a systematic, scientific viewpoint, yet with business applications in mind. Positioned specifically for foods and beverages, Packaging Research in Food Product Design and Development uniquely combines consumer liking, segmentation and “how to” business methodology with a detailed treatment of the different facets of concept research.

Author: Paula Varela
Publisher: CRC Press
ISBN: 1466566302
Category : Technology & Engineering
Languages : en
Pages : 408

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Book Description
Sensory characterization is one of the most powerful, sophisticated, and extensively applied tools in sensory science. This book focuses on sensory characterization of food and non-food products, providing an overview of classical and novel alternative methodologies. A complete description of the methodologies is provided, accompanied by detailed information for implementation, discussion of examples of applications, and case studies. The implementation of the majority of the methodologies is performed in the statistical free software R, making the book accessible for people unfamiliar with complex statistical software.

Author: Tormod Næs
Publisher: John Wiley & Sons
ISBN: 1119957249
Category : Technology & Engineering
Languages : en
Pages : 268

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Book Description
As we move further into the 21st Century, sensory and consumer studies continue to develop, playing an important role in food science and industry. These studies are crucial for understanding the relation between food properties on one side and human liking and buying behaviour on the other. This book by a group of established scientists gives a comprehensive, up-to-date overview of the most common statistical methods for handling data from both trained sensory panels and consumer studies of food. It presents the topic in two distinct sections: problem-orientated (Part I) and method orientated (Part II), making it to appropriate for people at different levels with respect to their statistical skills. This book succesfully: Makes a clear distinction between studies using a trained sensory panel and studies using consumers. Concentrates on experimental studies with focus on how sensory assessors or consumers perceive and assess various product properties. Focuses on relationships between methods and techniques and on considering all of them as special cases of more general statistical methodologies It is assumed that the reader has a basic knowledge of statistics and the most important data collection methods within sensory and consumer science. This text is aimed at food scientists and food engineers working in research and industry, as well as food science students at master and PhD level. In addition, applied statisticians with special interest in food science will also find relevant information within the book.