Ethnographic Decision Tree Modeling

Ethnographic Decision Tree Modeling PDF

Author: Christina H. Gladwin

Publisher: SAGE

Published: 1989-09

Total Pages: 112

ISBN-13: 9780803934870

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Why do people in a certain group behave the way they do? And, more importantly, what specific criteria was used by the group in question? This book presents a method for answering these questions.

Introduction to Ethnographic Research

Introduction to Ethnographic Research PDF

Author: Kimberly Kirner

Publisher: SAGE Publications

Published: 2019-09-05

Total Pages: 331

ISBN-13: 1544334001

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Introduction to Ethnographic Research streamlines learning the process of research, speaks to the student at a foundational level, and helps the reader conquer the apprehensions of mastering research methods. Written in a conversational style, authors Kimberly Kirner and Jan Mills use a focus on scaffolding across the chapters to help the student transition from step to step in the research process. Case studies and first-hand accounts are also featured in each chapter, allowing the student to see the early steps, successes and at times failures that accomplished researchers experienced in their past. These real examples further encourage the student that even the best researchers failed along the way, and more importantly, learned from those mistakes. This text is designed to be used as a stand alone book, but is enhanced by the use with the supplemental workbook, Doing Ethnographic Research by the same authors. This text has call-outs to the supplemental text, which allow for application and practice of the material learned.

Frontier Computing

Frontier Computing PDF

Author: Neil Y. Yen

Publisher: Springer

Published: 2017-09-28

Total Pages: 1011

ISBN-13: 9811031878

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This volume contains the proceedings of the 5th International Conference on Frontier Computing (FC 2016), Tokyo, Japan, July 13-15, 2016. This international meeting provided a forum for researchers to share current understanding of recent advances and emergence in information technology, science, and engineering, with themes in the scope of Communication Networks, Business Intelligence and Knowledge Management, Web Intelligence, and any related fields that further the development of information technology. The articles presented cover a wide spectrum of topics: database and data mining, networking and communications, web and internet of things, embedded system, soft computing, social network analysis, security and privacy, optics communication, and ubiquitous/pervasive computing. Many papers report results of great academic potential and value, and in addition, indicate promising directions of research in the focused realm of this conference series. Readers, including students, academic researchers, and professionals, will benefit from the results presented in this book. It also provides an overview of current research and can be used as a guidebook for those new to the field.

Advances in Social Simulation

Advances in Social Simulation PDF

Author: Bogumił Kamiński

Publisher: Springer Science & Business Media

Published: 2013-07-30

Total Pages: 389

ISBN-13: 3642398294

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This book is the conference proceedings of ESSA 2013, the 9th Conference of the European Social Simulation Association. ESSA conferences constitute annual events, which serve as an international platform for the exchange of ideas and discussion of cutting-edge research in the field of social simulations, both from the theoretical as well as applied perspective. This book consists of 33 articles, which are divided into four themes: Methods for the development of simulation models, Applications of agent-based modeling, Adaptive behavior, social interactions and global environmental change and using qualitative data to inform behavioral rules. We are convinced that this book will serve interested readers as a useful compendium which presents in a nutshell the most recent advances at the frontiers of social simulation research.

The Routledge Reviewer’s Guide to Mixed Methods Analysis

The Routledge Reviewer’s Guide to Mixed Methods Analysis PDF

Author: Anthony J. Onwuegbuzie

Publisher: Routledge

Published: 2021-07-12

Total Pages: 407

ISBN-13: 1351395521

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The Routledge Reviewer’s Guide to Mixed Methods Analysis is a groundbreaking edited book – the first devoted solely to mixed methods research analyses, or mixed analyses. Each of the 30 seminal chapters, authored by internationally renowned scholars, provides a simple and practical introduction to a method of mixed analysis. Each chapter demonstrates "how to conduct the analysis" in easy-to-understand language. Many of the chapters present new topics that have never been written before, and all chapters offer cutting-edge approaches to analysis. The book contains the following four sections: Part I Quantitative Approaches to Qualitative Data (e.g., factor analysis of text, multidimensional scaling of qualitative data); Part II Qualitative Approaches to Quantitative Data (e.g., qualitizing data, mixed methodological discourse analysis); Part III "Inherently" Mixed Analysis Approaches (e.g., qualitative comparative analysis, mixed methods social network analysis, social media analytics as mixed analysis, GIS as mixed analysis); and Part IV Use of Software for Mixed Data Analysis (e.g., QDA Miner, WordStat, MAXQDA, NVivo, SPSS). The audience for this book includes (a) researchers, evaluators, and practitioners who conduct a variety of research projects and who are interested in using innovative analyses that will allow them to extract more from their data; (b) academics, including faculty who would use this book in their scholarship, as well as in their graduate-level courses, and graduate students who need access to a comprehensive set of mixed analysis tools for their dissertations/theses and other research assignments and projects; and (c) computer-assisted data analysis software developers who are seeking additional mixed analyses to include within their software programs. Chapter 24 of this book is freely available as a downloadable Open Access PDF at http://www.taylorfrancis.com under a Creative Commons Attribution-Non Commercial-No Derivatives (CC-BY-NC-ND) 4.0 license.

Doing Ethnographic Research

Doing Ethnographic Research PDF

Author: Kimberly Kirner

Publisher: SAGE Publications

Published: 2019-09-05

Total Pages: 473

ISBN-13: 1544334079

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A workbook built for application, Doing Ethnographic Research prepares your students to become effective ethnographic researchers. With activities to practice and reinforce each step of the research process, this book serves as the perfect compliment to the text, Introduction to Ethnographic Research, also written by the same authors.

Knowledge and Action

Knowledge and Action PDF

Author: Peter Meusburger

Publisher: Springer

Published: 2017-01-11

Total Pages: 299

ISBN-13: 331944588X

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This volume explores interdependencies between knowledge, action, and space from different interdisciplinary perspectives. Some of the contributors discuss knowledge as a social construct based on collective action, while others look at knowledge as an individual capacity for action. The chapters contain theoretical frameworks as well as experimental outcomes. Readers will gain insight into key questions such as: How does knowledge function as a prerequisite for action? Why are knowledge gaps growing and not diminishing in a knowledge society? How much knowledge is necessary for action? How do various types of knowledge influence the steps from cognition to action? How do different representations of knowledge shape action? What impact have spatial conditions for the formation of knowledge? What is the relationship between social and geographical space? The contributors consider rationality in social and economic theories as well as in everyday life. Attention is also given to action theoretic approaches and rationality from the viewpoints of psychology, post-structuralism, and human geography, making this an attractive book for students, researchers and academics of various backgrounds. This book is open access under a CC BY 4.0 license.

Advances in Research Methods for Information Systems Research

Advances in Research Methods for Information Systems Research PDF

Author: Kweku-Muata Osei-Bryson

Publisher: Springer Science & Business Media

Published: 2013-11-25

Total Pages: 229

ISBN-13: 146149463X

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Advances in social science research methodologies and data analytic methods are changing the way research in information systems is conducted. New developments in statistical software technologies for data mining (DM) such as regression splines or decision tree induction can be used to assist researchers in systematic post-positivist theory testing and development. Established management science techniques like data envelopment analysis (DEA), and value focused thinking (VFT) can be used in combination with traditional statistical analysis and data mining techniques to more effectively explore behavioral questions in information systems research. As adoption and use of these research methods expand, there is growing need for a resource book to assist doctoral students and advanced researchers in understanding their potential to contribute to a broad range of research problems. Advances in Research Methods for Information Systems Research: Data Mining, Data Envelopment Analysis, Value Focused Thinking focuses on bridging and unifying these three different methodologies in order to bring them together in a unified volume for the information systems community. This book serves as a resource that provides overviews on each method, as well as applications on how they can be employed to address IS research problems. Its goal is to help researchers in their continuous efforts to set the pace for having an appropriate interplay between behavioral research and design science.

Data Mining with Decision Trees

Data Mining with Decision Trees PDF

Author: Lior Rokach

Publisher: World Scientific

Published: 2008

Total Pages: 263

ISBN-13: 9812771727

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This is the first comprehensive book dedicated entirely to the field of decision trees in data mining and covers all aspects of this important technique. Decision trees have become one of the most powerful and popular approaches in knowledge discovery and data mining, the science and technology of exploring large and complex bodies of data in order to discover useful patterns. The area is of great importance because it enables modeling and knowledge extraction from the abundance of data available. Both theoreticians and practitioners are continually seeking techniques to make the process more efficient, cost-effective and accurate. Decision trees, originally implemented in decision theory and statistics, are highly effective tools in other areas such as data mining, text mining, information extraction, machine learning, and pattern recognition. This book invites readers to explore the many benefits in data mining that decision trees offer:: Self-explanatory and easy to follow when compacted; Able to handle a variety of input data: nominal, numeric and textual; Able to process datasets that may have errors or missing values; High predictive performance for a relatively small computational effort; Available in many data mining packages over a variety of platforms; Useful for various tasks, such as classification, regression, clustering and feature selection . Sample Chapter(s). Chapter 1: Introduction to Decision Trees (245 KB). Chapter 6: Advanced Decision Trees (409 KB). Chapter 10: Fuzzy Decision Trees (220 KB). Contents: Introduction to Decision Trees; Growing Decision Trees; Evaluation of Classification Trees; Splitting Criteria; Pruning Trees; Advanced Decision Trees; Decision Forests; Incremental Learning of Decision Trees; Feature Selection; Fuzzy Decision Trees; Hybridization of Decision Trees with Other Techniques; Sequence Classification Using Decision Trees. Readership: Researchers, graduate and undergraduate students in information systems, engineering, computer science, statistics and management.

Using Methods in the Field

Using Methods in the Field PDF

Author: Victor C. de Munck

Publisher: Rowman Altamira

Published: 1998-08-24

Total Pages: 292

ISBN-13: 0759117489

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Methods textbooks generally offer prescriptive advice on how to perform certain techniques, how to develop specific strategies, how to analyze your results. But, as all experienced ethnographers know, this fine-sounding advice rarely provides ample guidance in dealing with real people in real field settings. That is where this casebook differs. Selecting many key methods regularly used by anthropologists — participant observation, consensus analysis, simple surveys, scaling, freelisting and triads, networks, decision modeling— the editors commissioned scholars who have completed studies using these techniques to describe them in the context of real field work. Using cases from health, community politics, family relations, and child development (among others) in settings as diverse as an Arkansas college campus, a Mexican barrio, a Thai village, and a Scottish business, the student is given a clear understanding of the diversity of methods used by anthropologists and the complexities surrounding their use.