Download or read book Trading on Sentiment written by Richard L. Peterson and published by John Wiley & Sons. This book was released on 2016-03-04 with total page 317 pages. Available in PDF, EPUB and Kindle. Book excerpt: In his debut book on trading psychology, Inside the Investor’s Brain, Richard Peterson demonstrated how managing emotions helps top investors outperform. Now, in Trading on Sentiment, he takes you inside the science of crowd psychology and demonstrates that not only do price patterns exist, but the most predictable ones are rooted in our shared human nature. Peterson’s team developed text analysis engines to mine data - topics, beliefs, and emotions - from social media. Based on that data, they put together a market-neutral social media-based hedge fund that beat the S&P 500 by more than twenty-four percent—through the 2008 financial crisis. In this groundbreaking guide, he shows you how they did it and why it worked. Applying algorithms to social media data opened up an unprecedented world of insight into the elusive patterns of investor sentiment driving repeating market moves. Inside, you gain a privileged look at the media content that moves investors, along with time-tested techniques to make the smart moves—even when it doesn’t feel right. This book digs underneath technicals and fundamentals to explain the primary mover of market prices - the global information flow and how investors react to it. It provides the expert guidance you need to develop a competitive edge, manage risk, and overcome our sometimes-flawed human nature. Learn how traders are using sentiment analysis and statistical tools to extract value from media data in order to: Foresee important price moves using an understanding of how investors process news. Make more profitable investment decisions by identifying when prices are trending, when trends are turning, and when sharp market moves are likely to reverse. Use media sentiment to improve value and momentum investing returns. Avoid the pitfalls of unique price patterns found in commodities, currencies, and during speculative bubbles Trading on Sentiment deepens your understanding of markets and supplies you with the tools and techniques to beat global markets— whether they’re going up, down, or sideways.
Download or read book Sentiment Reason and Law written by Jeffrey T. Martin and published by Cornell University Press. This book was released on 2019-10-15 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt: What if the job of police was to cultivate the political will of a community to live with itself (rather than enforce law, keep order, or fight crime)? In Sentiment, Reason, and Law, Jeffrey T. Martin describes a world where that is the case. The Republic of China on Taiwan spent nearly four decades as a single-party state under dictatorial rule (1949–1987) before transitioning to liberal democracy. Here, Martin describes the social life of a neighborhood police station during the first rotation in executive power following the democratic transition. He shows an apparent paradox of how a strong democratic order was built on a foundation of weak police powers, and demonstrates how that was made possible by the continuity of an illiberal idea of policing. His conclusion from this paradox is that the purpose of the police was to cultivate the political will of the community rather than enforce laws and keep order. As Sentiment, Reason, and Law shows, the police force in Taiwan exists as an "anthropological fact," bringing an order of reality that is always, simultaneously and inseparably, meaningful and material. Martin unveils the power of this fact, demonstrating how the politics of sentiment that took shape under autocratic rule continued to operate in everyday policing in the early phase of the democratic transformation, even as a more democratic mode of public reason and the ultimate power of legal right were becoming more significant.
Download or read book Emotion written by Dylan Evans and published by Oxford University Press, USA. This book was released on 2002 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: From Darwin to "Star Trek", Evans offers a lively look at the science of emotions and finds that whether we live in the shadow of Times Square or in the depths of the rain forest, all humans feel disgust, joy, surprise, anger, fear, and distress. 20 halftones.
Download or read book Rule of Sympathy written by A. Rai and published by Springer. This book was released on 2002-06-14 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Rule of Sympathy is a social and historical critique of sympathy in British discourse in the late eighteenth and early nineteenth century. Although initially associated with feminized or effeminate forms of sentimental discourse (the romance, the novel, the gothic), sympathy came to function as a key technology of gender and race in new evangelical social movements, such as abolitionism and missionizing. Amit Rai argues that sympathy was a paradoxical mode of power. The differences of racial, gender and class inequalities that increasingly divided the object and agent of sympathy were precisely what must be bridged through identification. Yet without such differences, which were differences of power, sympathy itself would be impossible. This paradoxical mode of power transformed the ways in which people came to think of how best to manage, order, and govern individuals and populations in the late eighteenth century.
Download or read book Sentiment Analysis in Social Networks written by Federico Alberto Pozzi and published by Morgan Kaufmann. This book was released on 2016-10-06 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: The aim of Sentiment Analysis is to define automatic tools able to extract subjective information from texts in natural language, such as opinions and sentiments, in order to create structured and actionable knowledge to be used by either a decision support system or a decision maker. Sentiment analysis has gained even more value with the advent and growth of social networking. Sentiment Analysis in Social Networks begins with an overview of the latest research trends in the field. It then discusses the sociological and psychological processes underling social network interactions. The book explores both semantic and machine learning models and methods that address context-dependent and dynamic text in online social networks, showing how social network streams pose numerous challenges due to their large-scale, short, noisy, context- dependent and dynamic nature. Further, this volume: - Takes an interdisciplinary approach from a number of computing domains, including natural language processing, machine learning, big data, and statistical methodologies - Provides insights into opinion spamming, reasoning, and social network analysis - Shows how to apply sentiment analysis tools for a particular application and domain, and how to get the best results for understanding the consequences - Serves as a one-stop reference for the state-of-the-art in social media analytics - Takes an interdisciplinary approach from a number of computing domains, including natural language processing, big data, and statistical methodologies - Provides insights into opinion spamming, reasoning, and social network mining - Shows how to apply opinion mining tools for a particular application and domain, and how to get the best results for understanding the consequences - Serves as a one-stop reference for the state-of-the-art in social media analytics
Download or read book Music and Sentiment written by Charles Rosen and published by Yale University Press. This book was released on 2010-06-29 with total page 156 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book Mastering Emotions written by Erin Austin Dwyer and published by University of Pennsylvania Press. This book was released on 2021-10-22 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mastering Emotions examines the interactions between slaveholders and enslaved people, and between White people and free Black people, to expose how emotions such as love, terror, happiness, and trust functioned as social and economic capital for slaveholders and enslaved people alike.
Download or read book The Marketing Power of Emotion written by John O'Shaughnessy and published by . This book was released on 2003 with total page 283 pages. Available in PDF, EPUB and Kindle. Book excerpt: How does one choose between a brand name and a generic named product? Why does one choose an item with a slightly lower price than the other? The answer is emotion. The Marketing Power of Emotion, provides a complete, original and anecdote rich account of the marketing power of emotion. This book is written by two of the leading practitioners in the field and is complete with thorough references and real life examples to follow. Emotions, whether it is realized or not is one of the central factors in our buying behavior. Emotions energizes the motivation to buy and certain persuasive techniques are more effective than others are when marketers are trying to resonate emotionally with consumers. This book covers all the essential topics, including the scope of emotion in marketing and how in response to these emotions customers make product appraisals. Finally, this volume covers branding and how emotions play a role in how consumers become loyal to brands.--Publisher's description.
Download or read book The Theory of Moral Sentiments written by Adam Smith (économiste) and published by . This book was released on 1812 with total page 636 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Depression written by Ann Cvetkovich and published by Duke University Press. This book was released on 2012-11-05 with total page 303 pages. Available in PDF, EPUB and Kindle. Book excerpt: In Depression: A Public Feeling, Ann Cvetkovich combines memoir and critical essay in search of ways of writing about depression as a cultural and political phenomenon that offer alternatives to medical models. She describes her own experience of the professional pressures, creative anxiety, and political hopelessness that led to intellectual blockage while she was finishing her dissertation and writing her first book. Building on the insights of the memoir, in the critical essay she considers the idea that feeling bad constitutes the lived experience of neoliberal capitalism. Cvetkovich draws on an unusual archive, including accounts of early Christian acedia and spiritual despair, texts connecting the histories of slavery and colonialism with their violent present-day legacies, and utopian spaces created from lesbian feminist practices of crafting. She herself seeks to craft a queer cultural analysis that accounts for depression as a historical category, a felt experience, and a point of entry into discussions about theory, contemporary culture, and everyday life. Depression: A Public Feeling suggests that utopian visions can reside in daily habits and practices, such as writing and yoga, and it highlights the centrality of somatic and felt experience to political activism and social transformation.
Download or read book Empire of Sentiment written by Joanna Lewis and published by Cambridge University Press. This book was released on 2018-01-18 with total page 305 pages. Available in PDF, EPUB and Kindle. Book excerpt: An innovative study proposing a new history of the British Empire in Africa by exploring the emotion culture of imperialism.
Download or read book Data Science for Economics and Finance written by Sergio Consoli and published by Springer Nature. This book was released on 2021 with total page 357 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book covers the use of data science, including advanced machine learning, big data analytics, Semantic Web technologies, natural language processing, social media analysis, time series analysis, among others, for applications in economics and finance. In addition, it shows some successful applications of advanced data science solutions used to extract new knowledge from data in order to improve economic forecasting models. The book starts with an introduction on the use of data science technologies in economics and finance and is followed by thirteen chapters showing success stories of the application of specific data science methodologies, touching on particular topics related to novel big data sources and technologies for economic analysis (e.g. social media and news); big data models leveraging on supervised/unsupervised (deep) machine learning; natural language processing to build economic and financial indicators; and forecasting and nowcasting of economic variables through time series analysis. This book is relevant to all stakeholders involved in digital and data-intensive research in economics and finance, helping them to understand the main opportunities and challenges, become familiar with the latest methodological findings, and learn how to use and evaluate the performances of novel tools and frameworks. It primarily targets data scientists and business analysts exploiting data science technologies, and it will also be a useful resource to research students in disciplines and courses related to these topics. Overall, readers will learn modern and effective data science solutions to create tangible innovations for economic and financial applications.
Download or read book The Persistence of Sentiment written by Mitchell Morris and published by Univ of California Press. This book was released on 2013-04-29 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: How can we account for the persistent appeal of glossy commercial pop music? Why do certain performers have such emotional power, even though their music is considered vulgar or second rate? In The Persistence of Sentiment, Mitchell Morris gives a critical account of a group of American popular music performers who have dedicated fan bases and considerable commercial success despite the critical disdain they have endured. Morris examines the specific musical features of some exemplary pop songs and draws attention to the social contexts that contributed to their popularity as well as their dismissal. These artists were all members of more or less disadvantaged social categories: members of racial or sexual minorities, victims of class and gender prejudices, advocates of populations excluded from the mainstream. The complicated commercial world of pop music in the 1970s allowed the greater promulgation of musical styles and idioms that spoke to and for exactly those stigmatized audiences. In more recent years, beginning with the “Seventies Revival” of the early 1990s, additional perspectives and layers of interpretation have allowed not only a deeper understanding of these songs' function than when they were first popular, but also an appreciation of how their significance has shifted for American listeners in the succeeding three decades.
Download or read book Retail Investor Sentiment and Behavior written by Matthias Burghardt and published by Springer Science & Business Media. This book was released on 2011-03-16 with total page 170 pages. Available in PDF, EPUB and Kindle. Book excerpt: Using a unique data set consisting of more than 36.5 million submitted retail investor orders over the course of five years, Matthias Burghardt constructs an innovative retail investor sentiment index. He shows that retail investors’ trading decisions are correlated, that retail investors are contrarians, and that a profitable trading strategy can be based on these aggregated sentiment measures.
Download or read book Opinion Mining and Sentiment Analysis written by Bo Pang and published by Now Publishers Inc. This book was released on 2008 with total page 149 pages. Available in PDF, EPUB and Kindle. Book excerpt: This survey covers techniques and approaches that promise to directly enable opinion-oriented information-seeking systems.
Download or read book The Politics of Sentiment written by O. Hugo Benavides and published by University of Texas Press. This book was released on 2010-01-01 with total page 205 pages. Available in PDF, EPUB and Kindle. Book excerpt: Between 1890 and 1930, the port city of Guayaquil, Ecuador, experienced a liberal revolution and a worker's movement—key elements in shaping the Ecuadorian national identity. In this book, O. Hugo Benavides examines these and other pivotal features in shaping Guayaquilean identity and immigrant identity formation in general in transnational communities such as those found in New York City. Turn-of-the-century Ecuador witnessed an intriguing combination of transformations: the formation of a national citizenship; extension of the popular vote to members of a traditional underclass of Indians and those of African descent; provisions for union organizing while entering into world market capitalist relations; and a separation of church and state that led to the legalization of secular divorces. Assessing how these phenomena created a unique cultural history for Guayaquileans, Benavides reveals not only a specific cultural history but also a process of developing ethnic attachment in general. He also incorporates a study of works by Medardo Angel Silva, the Afro-Ecuadorian poet whose singular literature embodies the effects of Modernism's arrival in a locale steeped in contradictions of race, class, and sexuality. Also comprising one of the first case studies of Raymond Williams's hypothesis on the relationship between structures of feeling and hegemony, this is an illuminating illustration of the powerful relationships between historically informed memories and contemporary national life.
Download or read book Sentiment Analysis written by Bing Liu and published by Cambridge University Press. This book was released on 2020-10-15 with total page 451 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
