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Multimedia Content Analysis

Multimedia Content Analysis
Author: Ajay Divakaran
Publisher: Springer Science & Business Media
Total Pages: 412
Release: 2009-03-02
Genre: Computers
ISBN: 0387765697

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Multimedia Content Analysis: Theory and Applications covers the latest in multimedia content analysis and applications based on such analysis. As research has progressed, it has become clear that this field has to appeal to other disciplines such as psycho-physics, media production, etc. This book consists of invited chapters that cover the entire range of the field. Some of the topics covered include low-level audio-visual analysis based retrieval and indexing techniques, the TRECVID effort, video browsing interfaces, content creation and content analysis, and multimedia analysis-based applications, among others. The chapters are written by leading researchers in the multimedia field.


Machine Learning for Multimedia Content Analysis

Machine Learning for Multimedia Content Analysis
Author: Yihong Gong
Publisher: Springer
Total Pages: 277
Release: 2010-02-12
Genre: Computers
ISBN: 9781441943538

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This volume introduces machine learning techniques that are particularly powerful and effective for modeling multimedia data and common tasks of multimedia content analysis. It systematically covers key machine learning techniques in an intuitive fashion and demonstrates their applications through case studies. Coverage includes examples of unsupervised learning, generative models and discriminative models. In addition, the book examines Maximum Margin Markov (M3) networks, which strive to combine the advantages of both the graphical models and Support Vector Machines (SVM).


The Content Analysis Guidebook

The Content Analysis Guidebook
Author: Kimberly A. Neuendorf
Publisher: SAGE
Total Pages: 457
Release: 2017
Genre: Language Arts & Disciplines
ISBN: 1412979471

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Content analysis is a complex research methodology. This book provides an accessible text for upper level undergraduates and graduate students, comprising step-by-step instructions and practical advice.


Multimodal Analysis of User-Generated Multimedia Content

Multimodal Analysis of User-Generated Multimedia Content
Author: Rajiv Shah
Publisher: Springer
Total Pages: 279
Release: 2017-08-30
Genre: Medical
ISBN: 3319618075

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This book presents a summary of the multimodal analysis of user-generated multimedia content (UGC). Several multimedia systems and their proposed frameworks are also discussed. First, improved tag recommendation and ranking systems for social media photos, leveraging both content and contextual information, are presented. Next, we discuss the challenges in determining semantics and sentics information from UGC to obtain multimedia summaries. Subsequently, we present a personalized music video generation system for outdoor user-generated videos. Finally, we discuss approaches for multimodal lecture video segmentation techniques. This book also explores the extension of these multimedia system with the use of heterogeneous continuous streams.


Analyzing Media Messages

Analyzing Media Messages
Author: Daniel Riffe
Publisher: Routledge
Total Pages: 221
Release: 2014-02-05
Genre: Language Arts & Disciplines
ISBN: 1135912017

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Analyzing Media Messages is a primer for learning the technique of systematic, quantitative analysis of communication content. Rich with examples of recent and classic applications, it provides solutions to problems encountered in conducting content analysis, and it is written so that students can readily understand and apply the techniques. This thoroughly revised third edition includes current and engaging examples for today's students, in addition to a number of historically important cases. It emphasizes communication of visual imagery and studies of advertising content. Resources on the book’s companion website provide additional materials for students and instructors, including existing protocols, web links, and a bibliography of content analysis methods articles. This volume is intended for use as a primary text for content analysis coursework, or as a supplemental text in research methods courses. It is also an indispensable reference for researchers in mass media fields, political science, and other social and behavioral sciences.


TV Content Analysis

TV Content Analysis
Author: Yiannis Kompatsiaris
Publisher: CRC Press
Total Pages: 676
Release: 2012-03-19
Genre: Computers
ISBN: 1466559128

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The rapid advancement of digital multimedia technologies has not only revolutionized the production and distribution of audiovisual content, but also created the need to efficiently analyze TV programs to enable applications for content managers and consumers. Leaving no stone unturned, TV Content Analysis: Techniques and Applications provides a de


The Illustrated Guide to the Content Analysis Research Project

The Illustrated Guide to the Content Analysis Research Project
Author: Patricia Swann
Publisher: Routledge
Total Pages: 274
Release: 2020-06-07
Genre: Business & Economics
ISBN: 0429887221

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The Illustrated Guide to the Content Analysis Research Project makes mass media research more accessible through an informal and humorous student-centered approach. Author Patricia Swann provides a colorful, step-by-step guide to developing a typical mass media research project using the content analysis method. The fundamental elements of this research method are presented in plainspoken language perfect for undergraduates and new researchers, complete with engaging illustrations and an informal narrative that tackle students’ most common sticking-points when learning and applying research methods. Supplemented by online worksheets for further reflection, this book is an excellent companion to research-centered courses in mass media, communication studies, marketing, and public relations at the introductory level.


The Content Analysis Guidebook

The Content Analysis Guidebook
Author: Kimberly A. Neuendorf
Publisher: SAGE Publications
Total Pages: 457
Release: 2016-04-25
Genre: Language Arts & Disciplines
ISBN: 148331507X

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Content analysis is one of the most important but complex research methodologies in the social sciences. In this thoroughly updated Second Edition of The Content Analysis Guidebook, author Kimberly Neuendorf draws on examples from across numerous disciplines to clarify the complicated aspects of content analysis through step-by-step instruction and practical advice. Throughout the book, the author also describes a wide range of innovative content analysis projects from both academia and commercial research that provide readers with a deeper understanding of the research process and its many real-world applications.


Analyzing Media Messages

Analyzing Media Messages
Author: Daniel Riffe
Publisher: Routledge
Total Pages: 224
Release: 2019-03-14
Genre: Language Arts & Disciplines
ISBN: 0429875177

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Analyzing Media Messages, Fourth Edition provides a comprehensive guide to conducting content analysis research. It establishes a formal definition of quantitative content analysis; gives step-by-step instructions on designing a content analysis study; and explores in depth several recurring questions that arise in such areas as measurement, sampling, reliability, data analysis, and the use of digital technology in the content analysis process. The fourth edition maintains the concise, accessible approach of the first three editions while offering updated discussions and examples. It examines in greater detail the use of computers to analyze content and how that process varies from human coding of content, incorporating more literature about technology and content analysis throughout. Updated topics include sampling in the digital age, computerized content analysis as practiced today, and incorporating social media in content analysis. Each chapter contains useful objectives and chapter summaries to cement core concepts.


Content Analysis

Content Analysis
Author: Klaus Krippendorff
Publisher: SAGE
Total Pages: 442
Release: 2004
Genre: Business & Economics
ISBN: 9780761915454

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The Second Edition of Content Analysis: An Introduction to Its Methodology is a definitive sourcebook of the history and core principles of content analysis as well as an essential resource for present and future studies. The book introduces readers to ways of analyzing meaningful matter such as texts, images, voices - that is, data whose physical manifestations are secondary to the meanings that a particular population of people brings to them. Organized into three parts, the book examines the conceptual and methodological aspects of content analysis and also traces several paths through content analysis protocols. The author has completely revised and updated the Second Edition, integrating new information on computer-aided text analysis. The book also includes a practical guide that incorporates experiences in teaching and how to advise academic and commercial researchers. In addition, Krippendorff clarifies the epistemology and logic of content analysis as well as the methods for achieving its aims. Intended as a textbook for advanced undergraduate and graduate students across the social sciences, Content Analysis, Second Edition will also be a valuable resource for practitioners in a variety of disciplines.