Cambria Learning Systems's Books

Sentic Computing

A Common-Sense-Based Framework for Concept-Level Sentiment Analysis

By: Erik Cambria,Amir Hussain

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Sentic Computing

A Common-Sense-Based Framework for Concept-Level Sentiment Analysis

By: Erik Cambria,Amir Hussain

This volume presents a knowledge-based approach to concept-level sentiment analysis at the crossroads between affective computing, information extraction, and common-sense computing, which exploits both computer and social sciences to better interpret and process information on the Web. Concept-level sentiment analysis goes beyond a mere word-level analysis of text in order to enable a more efficient passage from (unstructured) textual information to (structured) machine-processable data, in potentially any domain. Readers will discover the following key novelties, that make this approach so unique and avant-garde, being reviewed and discussed: • Sentic Computing's multi-disciplinary approach to sentiment analysis-evidenced by the concomitant use of AI, linguistics and psychology for knowledge representation and inference • Sentic Computing’s shift from syntax to semantics-enabled by the adoption of the bag-of-concepts model instead of simply counting word co-occurrence frequencies in text • Sentic Computing's shift from statistics to linguistics-implemented by allowing sentiments to flow from concept to concept based on the dependency relation between clauses This volume is the first in the Series Socio-Affective Computing edited by Dr Amir Hussain and Dr Erik Cambria and will be of interest to researchers in the fields of socially intelligent, affective and multimodal human-machine interaction and systems.

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Page Count

196

Publisher

Springer

Published Date

ISBN 10

3319236547

ISBN 13

9783319236544

Multimodal Sentiment Analysis

By: Soujanya Poria,Amir Hussain,Erik Cambria

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Multimodal Sentiment Analysis

By: Soujanya Poria,Amir Hussain,Erik Cambria

This latest volume in the series, Socio-Affective Computing, presents a set of novel approaches to analyze opinionated videos and to extract sentiments and emotions. Textual sentiment analysis framework as discussed in this book contains a novel way of doing sentiment analysis by merging linguistics with machine learning. Fusing textual information with audio and visual cues is found to be extremely useful which improves text, audio and visual based unimodal sentiment analyzer. This volume covers the three main topics of: textual preprocessing and sentiment analysis methods; frameworks to process audio and visual data; and methods of textual, audio and visual features fusion. The inclusion of key visualization and case studies will enable readers to understand better these approaches. Aimed at the Natural Language Processing, Affective Computing and Artificial Intelligence audiences, this comprehensive volume will appeal to a wide readership and will help readers to understand key details on multimodal sentiment analysis.

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Page Count

223

Publisher

Springer

Published Date

ISBN 10

3319950207

ISBN 13

9783319950204

Visualizing Health and Healthcare Data

Creating Clear and Compelling Visualizations to "See How You're Doing"

By: Katherine Rowell,Lindsay Betzendahl,Cambria Brown

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Visualizing Health and Healthcare Data

Creating Clear and Compelling Visualizations to "See How You're Doing"

By: Katherine Rowell,Lindsay Betzendahl,Cambria Brown

The only data visualization book written by and for health and healthcare professionals. In health and healthcare, data and information are coming at organizations faster than they can consume and interpret it. Health providers, payers, public health departments, researchers, and health information technology groups know the ability to analyze and communicate this vast array of data in a clear and compelling manner is paramount to success. However, they simply cannot find experienced people with the necessary qualifications. The quickest (and often the only) route to meeting this challenge is to hire smart people and train them. Visualizing Health and Healthcare Data: Creating Clear and Compelling Visualizations to "See how You're Doing" is a one-of-a-kind book for health and healthcare professionals to learn the best practices of data visualization specific to their field. It provides a high-level summary of health and healthcare data, an overview of relevant visual intelligence research, strategies and techniques to gather requirements, and how to build strong teams with the expertise required to create dashboards and reports that people love to use. Clear and detailed explanations of data visualization best practices will help you understand the how and the why. Learn how to build beautiful and useful data products that deliver powerful insights for the end user Follow along with examples of data visualization best practices, including table and graph design for health and healthcare data Learn the difference between dashboards, reports, multidimensional exploratory displays and infographics (and why it matters) Avoid common mistakes in data visualization by learning why they do not work and better ways to display the data Written by a top leader in the field of health and healthcare data visualization, this book is an excellent resource for top management in healthcare, as well as entry-level to experienced data analysts in any health-related organization.

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Page Count

240

Publisher

John Wiley & Sons

Published Date

ISBN 10

1119680867

ISBN 13

9781119680864

Time Expression and Named Entity Recognition

By: Xiaoshi Zhong,Erik Cambria

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Time Expression and Named Entity Recognition

By: Xiaoshi Zhong,Erik Cambria

This book presents a synthetic analysis about the characteristics of time expressions and named entities, and some proposed methods for leveraging these characteristics to recognize time expressions and named entities from unstructured text. For modeling these two kinds of entities, the authors propose a rule-based method that introduces an abstracted layer between the specific words and the rules, and two learning-based methods that define a new type of tagging scheme based on the constituents of the entities, different from conventional position-based tagging schemes that cause the problem of inconsistent tag assignment. The authors also find that the length-frequency of entities follows a family of power-law distributions. This finding opens a door, complementary to the rank-frequency of words, to understand our communicative system in terms of language use.

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Page Count

113

Publisher

Springer Nature

Published Date

ISBN 10

3030789616

ISBN 13

9783030789619

Intelligent Asset Management

By: Frank Xing,Erik Cambria,Roy Welsch

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Intelligent Asset Management

By: Frank Xing,Erik Cambria,Roy Welsch

This book presents a systematic application of recent advances in artificial intelligence (AI) to the problem of asset management. While natural language processing and text mining techniques, such as semantic representation, sentiment analysis, entity extraction, commonsense reasoning, and fact checking have been evolving for decades, finance theories have not yet fully considered and adapted to these ideas. In this unique, readable volume, the authors discuss integrating textual knowledge and market sentiment step-by-step, offering readers new insights into the most popular portfolio optimization theories: the Markowitz model and the Black-Litterman model. The authors also provide valuable visions of how AI technology-based infrastructures could cut the cost of and automate wealth management procedures. This inspiring book is a must-read for researchers and bankers interested in cutting-edge AI applications in finance.

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Page Count

163

Publisher

Springer Nature

Published Date

ISBN 10

3030302636

ISBN 13

9783030302634

Sentiment Analysis in the Bio-Medical Domain

Techniques, Tools, and Applications

By: Ranjan Satapathy,Erik Cambria,Amir Hussain

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Sentiment Analysis in the Bio-Medical Domain

Techniques, Tools, and Applications

By: Ranjan Satapathy,Erik Cambria,Amir Hussain

The abundance of text available in social media and health-related forums and blogs have recently attracted the interest of the public health community to use these sources for opinion mining. This book presents a lexicon-based approach to sentiment analysis in the bio-medical domain, i.e., WordNet for Medical Events (WME). This book gives an insight in handling unstructured textual data and converting it to structured machine-processable data in the bio-medical domain. The readers will discover the following key novelties: 1) development of a bio-medical lexicon: WME expansion and WME enrichment with additional features.; 2) ensemble of machine learning and computational creativity; 3) development of microtext analysis techniques to overcome the inconsistency in social communication. It will be of interest to researchers in the fields of socially-intelligent human-machine interaction and biomedical text mining

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Page Count

151

Publisher

Springer

Published Date

ISBN 10

331968468X

ISBN 13

9783319684680

Growing Strong

Workouts, Devotions, and Recipes to Become Healthy from the Inside Out

By: Cambria Joy Dam-Mikkelsen

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Growing Strong

Workouts, Devotions, and Recipes to Become Healthy from the Inside Out

By: Cambria Joy Dam-Mikkelsen

A Joyful Life Starts on the Inside Hi, I’m Cambria! For years, I struggled with my self-image and how to make my dual pursuits of faith and fitness fit together. Maybe you can relate. Everything changed one day when I decided I was tired of looking in the mirror and started looking solely toward God. What He showed me is that true strength—physical, emotional, and spiritual—starts from the inside out. When you’re staying connected to God, you’ll find that eating well and exercising regularly will be so much easier. Your faith, food choices, and fitness will all just naturally flow together as part of your healthy and whole life. I want to share what I’ve learned with you, motivate you, and encourage you with delicious recipes to nourish your body, creative workouts to keep you moving, and wisdom from God’s Word to inspire and shape you into the woman He’s creating you to be. Let’s grow strong from the inside out!

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Page Count

226

Publisher

Harvest House Publishers

Published Date

ISBN 10

0736978062

ISBN 13

9780736978064

The Pocket Idiot's Guide to Choosing a Caterer

By: Phyllis Cambria,Patty Sachs

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The Pocket Idiot's Guide to Choosing a Caterer

By: Phyllis Cambria,Patty Sachs

The book for every occasion. For weddings, fundraisers, christenings, birthday parties, bar and bat mitzvahs, and other special events, this indispensable guide offers everything a host needs to know about hiring a caterer. e Catering accounts for the single largest expense of weddings, fundraisers, corporate functions, etc. e Private individuals, corporate, and not-for-profit groups spend nearly $5 billion a year on catered services e Coverage on choosing a caterer is light at best in current wedding and event-planning books e Includes 100 tips on getting the best values from a catered event e How to handle contracts, insurance issues, and financing options e Discusses specifics from portion size to serving alcohol to gratuities and more

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Page Count

228

Publisher

Penguin

Published Date

ISBN 10

1592571956

ISBN 13

9781592571956

Trajectory

By: Cambria Gordon

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Trajectory

By: Cambria Gordon

Perfect for fans of Kristin Hannah and Sharon Cameron, this is the stirring and dramatic story of one young woman who must find a way to overcome her deepest fears in order to unlock the secret that will help America and the Allies to victory as World War II rages on. Seventeen-year-old Eleanor is nothing like her hero Eleanor Roosevelt. She is timid and all together uncertain that she has much to offer the world. And as World War II rages overseas, Eleanor is consumed with worry for her Jewish relatives in Europe. When a chance encounter proves her to be a one-in-a-generation math whiz--a fact she has worked hard all her life to hide--Eleanor gets recruited by the US Army and entrusted with the ultimate challenge: to fine-tune a top-secret weapon that will help America defeat its enemies in World War II and secure the world's freedom. This could be her chance to help save her family in Poland. Soon, she's swept from the basement of an Ivy League engineering school, to the desert of California, to an Army Air Corps base at Pearl Harbor, and finally she takes to the skies above the South Pacific. But before she can solve this complicated problem, she must learn to unlock a bigger mystery: herself. Critically acclaimed author of The Poetry of Secrets, Cambria Gordon weaves an extraordinary story of remarkable courage and the will to unearth our deepest secrets, based on previously undiscovered true events. Advance praise for Trajectory: "Cambria Gordon's careful attention to setting and detail brings an unknown and surprising history vividly to life-and draws thought-provoking parallels to the present." -Amanda McCrina, author of Traitor and The Silent Unseen "Hidden Figures meets Code Name Verity in Trajectory, a richly detailed historical novel about Eleanor, a gifted female mathematician under pressure to get the results of her calculations right at the height of World War II. With members of her own Jewish family suffering a terrible fate in Europe, Eleanor is determined to make a difference-even if it means facing her fears head-on. I couldn't put this down!" -Kip Wilson, award-winning author of White Rose and The Most Dazzling Girl in Berlin "Well-paced and immersive, Trajectory takes readers on an exciting journey from Philadelphia to the California desert to the skies over the Pacific theater in the Second World War. Equally powerful is Eleanor's journey from timid high school senior hiding her math ability to problem solver unafraid to stand up to superiors and skeptics in pursuit of the Allies' victory. Gordon's novel honors the long-ignored women who helped make that victory happen." -Lyn Miller-Lachmann, author of Torch, winner of the 2023 Los Angeles Times Book Prize for YA Literature.

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Page Count

277

Publisher

Scholastic Inc.

Published Date

ISBN 10

133885383X

ISBN 13

9781338853834

To Win the Lost War

By: Lawrence Cambria

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To Win the Lost War

By: Lawrence Cambria

Perhaps the most long overdue work ever written about World War II and Americas role in winning it. Bold, fresh, unique, extremely well documented, and brutally honest, in To Win the Lost War Lawrence Cambria examines and analyzes the war at numerous levels and spaced intervals in order to provide the reader with an ongoing assessment of the overall situation as the war progressed. He examines, analyzes, and compares the major turning points of the war in Europe in order to determine which has the best claim to being the decisive turning point. He also takes a fresh look at Americas war experience, bringing into focus numerous aspects of the war which are unknown to most Americans. Finally, he brings greater context to the importance of the American military effort. With To Win the Lost War the author joins a growing number of contemporary scholars who are making many of the same observations that he has. In fact, his work draws on a bibliography of works from more than 200 scholars on the war and has more than 1,100 supporting footnotes. In To Win the Lost War Lawrence Cambria separates popular myth from reality and provides his readers with observations on the war from perspectives that many have never considered. Read To Win the Lost War. It will change the way you look at World War II forever.

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Page Count

404

Publisher

Xlibris Corporation

Published Date

ISBN 10

1514426994

ISBN 13

9781514426999

Book's by Cambria Learning Systems

Sentic Computing

Sentic Computing

Multimodal Sentiment Analysis

Multimodal Sentiment Analysis

Visualizing Health and Healthcare Data

Visualizing Health and Healthcare Data

Time Expression and Named Entity Recognition

Time Expression and Named Entity Recognition

Intelligent Asset Management

Intelligent Asset Management

Sentiment Analysis in the Bio-Medical Domain

Sentiment Analysis in the Bio-Medical Domain

Growing Strong

Growing Strong

The Pocket Idiot's Guide to Choosing a Caterer

The Pocket Idiot's Guide to Choosing a Caterer

Trajectory

Trajectory

To Win the Lost War

To Win the Lost War

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