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.
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
The legendary bass player tells the full, true story of his years with Jerry Garcia and the Grateful Dead in this "insightful and entertaining" (Austin Chronicle) memoir of life in the greatest improvisational band in American history. In a book "as graceful and sublime as a box of rain" (New York Times Book Review), the beloved bassist tells the stories behind the songs, tours, and jams in the Grateful Dead's long, strange trip from the 1960s to the death of Jerry Garcia in 1995 and beyond. From Ken Kesey's "acid tests" to the Summer of Love to bestselling albums and worldwide tours, the Dead's story has never been told as honestly or as memorably as in this remarkable memoir. "A fun ride...Even for the most well-read Deadhead, there's enough between the covers to make Searching for the Sound worth a look." —Associated Press
"Do you have a favorite sound?" little Yoshio asks. The musician answers, "The most beautiful sound is the sound of ma, of silence." But Yoshio lives in Tokyo, Japan: a giant, noisy, busy city. He hears shoes squishing through puddles, trains whooshing, cars beeping, and families laughing. Tokyo is like a symphony hall! Where is silence? Join Yoshio on his journey through the hustle and bustle of the city to find the most beautiful sound of all.
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
In twenty essays on subjects such as noise, acoustics, music, and silence, Keywords in Sound presents a definitive resource for sound studies, and a compelling argument for why studying sound matters. Each contributor details their keyword's intellectual history, outlines its role in cultural, social and political discourses, and suggests possibilities for further research. Keywords in Sound charts the philosophical debates and core problems in defining, classifying and conceptualizing sound, and sets new challenges for the development of sound studies. Contributors. Andrew Eisenberg, Veit Erlmann, Patrick Feaster, Steven Feld, Daniel Fisher, Stefan Helmreich, Charles Hirschkind, Deborah Kapchan, Mara Mills, John Mowitt, David Novak, Ana Maria Ochoa Gautier, Thomas Porcello, Tom Rice, Tara Rodgers, Matt Sakakeeny, David Samuels, Mark M. Smith, Benjamin Steege, Jonathan Sterne, Amanda Weidman
“This debut has it all: music, books, aliens, adventure, resistance, queerness, and a bold heroine tying it all together. ”—Ms. Magazine Can a girl who risks her life for books and an Ilori who loves pop music work together to save humanity? When a rebel librarian meets an Ilori commander… Two years ago, a misunderstanding between the leaders of Earth and the invading Ilori resulted in the death of one-third of the world’s population. Today, seventeen-year-old Ellie Baker survives in an Ilori-controlled center in New York City. All art, books and creative expression are illegal, but Ellie breaks the rules by keeping a secret library. When young Ilori commander Morris finds Ellie’s illegal library, he’s duty-bound to deliver her for execution. But Morris isn’t a typical Ilori…and Ellie and her books might be the key to a desperate rebellion of his own. “The Sound of Stars is a marvelous genre-bending debut." —The Nerd Daily “The Sound of Stars is a stunning exploration of the comforts that make us human and the horrors that challenge our humanity.”—K. Ancrum, author of The Wicker King "This book has everything! Aliens set on conquering earth! A determined heroine with a hidden stash of books! And the power of music and stories to give those with every reason to hate the power to love. Who could want anything more?"—Joelle Charbonneau, New York Times bestselling author of The Testing and Verify “An absolute must-read for everyone.” —Book Riot “Dow's debut is a testament to hope and the power of art.” —Buzzfeed Also by Alechia Dow: The Kindred