The Structure and Sentiment


Book Description

"Structure and Sentiment is an important book. Reading it may make an anthropologist more keenly aware of certain issues that are crucial in social anthropology, and this awareness may make one's field work as well as one's reading of published ethnographies more perceptive."—F. G. Lounsbury, American Anthropologist "A theoretical and methodological essay of first importance. As such, the book should be of interest to all social scientists interested in the development of specific and general theory in social anthropology."—Southwestern Social Science Quarterly




Public Sentiments


Book Description

Explores "logic of sympathy" in novels by Walt Whitman, Louisa May Alcott, T.S. Arthur, Martin Delany, Horatio Alger, Fanny Fern, Nathaniel Parker Willis, Henry James, Mark Twain, and William Dean Howells.




Text Mining with R


Book Description

Chapter 7. Case Study : Comparing Twitter Archives; Getting the Data and Distribution of Tweets; Word Frequencies; Comparing Word Usage; Changes in Word Use; Favorites and Retweets; Summary; Chapter 8. Case Study : Mining NASA Metadata; How Data Is Organized at NASA; Wrangling and Tidying the Data; Some Initial Simple Exploration; Word Co-ocurrences and Correlations; Networks of Description and Title Words; Networks of Keywords; Calculating tf-idf for the Description Fields; What Is tf-idf for the Description Field Words?; Connecting Description Fields to Keywords; Topic Modeling.




Sentiment Analysis


Book Description

Sentiment analysis is the computational study of people's opinions, sentiments, emotions, moods, and attitudes. This fascinating problem offers numerous research challenges, but promises insight useful to anyone interested in opinion analysis and social media analysis. This comprehensive introduction to the topic takes a natural-language-processing point of view to help readers understand the underlying structure of the problem and the language constructs commonly used to express opinions, sentiments, and emotions. The book covers core areas of sentiment analysis and also includes related topics such as debate analysis, intention mining, and fake-opinion detection. It will be a valuable resource for researchers and practitioners in natural language processing, computer science, management sciences, and the social sciences. In addition to traditional computational methods, this second edition includes recent deep learning methods to analyze and summarize sentiments and opinions, and also new material on emotion and mood analysis techniques, emotion-enhanced dialogues, and multimodal emotion analysis.




Expressive Order


Book Description

This book introduces affect control theory to lay readers of sociology, and additionally guides sociology specialists into the theory's deep structure. It is the most comprehensive available introduction to affect control theory, an important and expanding framework in sociology. The book describes in plain language how sociology's best developed cybernetic model can be used to interpret actions and emotions that arise in everyday life.




Structures of Feeling


Book Description

Raymond Williams coined the notion "structure of feeling" in the 1970s to facilitate a historical understanding of "affective elements of consciousness and relationships." Since then, the need to understand emotions, moods and atmospheres as historical and social phenomena has only become more acute in an era of social networking, ubiquitous media and a public sphere permeated by commodities and advertisement culture. Concomitantly, affect studies have become one of the most thriving branches of contemporary humanities and social sciences. This volume explores the significance of the study of affectivity for already thriving fields of cultural analysis such as media studies, memory studies, gender studies and cultural studies at large. The volume is divided into four sections. The first part, Producing Affect, brings together contributions which explore some of the ways in which new media works to produce and intensify affectivity. The essays making up the second part, Affective Pasts, explore the significance of affect to the ways we remember, commemorate and in other ways get hold of things in our recent and not so recent past – or fail to do so. The essays engage the affective production of presence in contexts such as 9/11, the emotional culture of the eighteenth century, and literary auto-fiction. The third part, Affective Thinking, examines various concepts, theories, and forms of thinking not so much to show how the thinking in question may inform the field of affect studies but rather in order to draw attention to the way in which these modes of thinking are themselves already attuned to matters of affect. New social relations and ways of being in a networked world are the common themes of the essays in the final part of the volume, Circulating Affect.




Music and Sentiment


Book Description

How does a work of music stir the senses, creating feelings of joy, sadness, elation, or nostalgia? Though sentiment and emotion play a vital role in the composition, performance, and appreciation of music, rarely have these elements been fully observed. In this succinct and penetrating book, Charles Rosen draws upon more than a half century as a performer and critic to reveal how composers from Bach to Berg have used sound to represent and communicate emotion in mystifyingly beautiful ways.Through a range of musical examples, Rosen details the array of stylistic devices and techniques used to represent or convey sentiment. This is not, however, a listener’s guide to any “correct” response to a particular piece. Instead, Rosen provides the tools and terms with which to appreciate this central aspect of musical aesthetics, and indeed explores the phenomenon of contradictory sentiments embodied in a single motif or melody. Taking examples from Chopin, Schumann, Wagner, and Liszt, he traces the use of radically changing intensities in the Romantic works of the nineteenth century and devotes an entire chapter to the key of C minor. He identifies a “unity of sentiment” in Baroque music and goes on to contrast it with the “obsessive sentiments” of later composers including Puccini, Strauss, and Stravinsky. A profound and moving work, Music and Sentiment is an invitation to a greater appreciation of the crafts of composition and performance.




Affective Publics


Book Description

Digital technologies network us but it is our stories that connect us to each other, making us feel close to some and distancing us from others. Affective Publics explores how storytelling practices on Twitter facilitate affective engagement for publics tuning into a current issue or event by employing three case studies: Arab Spring movements, various iterations of Occupy, and everyday casual political expressions as traced through the archives of trending topics on Twitter.




ECONOMIC SENTIMENTS


Book Description

A benchmark in the history of economics and of political ideas, Rothschild shows us the origins of laissez-faire economic thought and its relation to political conseratism in an unquiet world.




Sentiment Analysis and Opinion Mining


Book Description

Sentiment analysis and opinion mining is the field of study that analyzes people's opinions, sentiments, evaluations, attitudes, and emotions from written language. It is one of the most active research areas in natural language processing and is also widely studied in data mining, Web mining, and text mining. In fact, this research has spread outside of computer science to the management sciences and social sciences due to its importance to business and society as a whole. The growing importance of sentiment analysis coincides with the growth of social media such as reviews, forum discussions, blogs, micro-blogs, Twitter, and social networks. For the first time in human history, we now have a huge volume of opinionated data recorded in digital form for analysis. Sentiment analysis systems are being applied in almost every business and social domain because opinions are central to almost all human activities and are key influencers of our behaviors. Our beliefs and perceptions of reality, and the choices we make, are largely conditioned on how others see and evaluate the world. For this reason, when we need to make a decision we often seek out the opinions of others. This is true not only for individuals but also for organizations. This book is a comprehensive introductory and survey text. It covers all important topics and the latest developments in the field with over 400 references. It is suitable for students, researchers and practitioners who are interested in social media analysis in general and sentiment analysis in particular. Lecturers can readily use it in class for courses on natural language processing, social media analysis, text mining, and data mining. Lecture slides are also available online. Table of Contents: Preface / Sentiment Analysis: A Fascinating Problem / The Problem of Sentiment Analysis / Document Sentiment Classification / Sentence Subjectivity and Sentiment Classification / Aspect-Based Sentiment Analysis / Sentiment Lexicon Generation / Opinion Summarization / Analysis of Comparative Opinions / Opinion Search and Retrieval / Opinion Spam Detection / Quality of Reviews / Concluding Remarks / Bibliography / Author Biography