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An introduction to information retrieval, the foundation for modern search engines, that emphasizes implementation and experimentation.Information retrieval is the foundation for modern search engines. This textbook offers an introduction to the core topics underlying modern search technologies, including algorithms, data structures, indexing, retrieval, and evaluation. The emphasis is on implementation and experimentation; each chapter includes exercises and suggestions for student projects. Wumpus—a multiuser open-source information retrieval system developed by one of the authors and available online—provides model implementations and a basis for student work. The modular structure of the book allows instructors to use it in a variety of graduate-level courses, including courses taught from a database systems perspective, traditional information retrieval courses with a focus on IR theory, and courses covering the basics of Web retrieval. In addition to its classroom use, Information Retrieval will be a valuable reference for professionals in computer science, computer engineering, and software engineering.

Artists, filmmakers, art historians, poets, literary critics, anthropologists, theorists, and others, investigate one of the most vital areas of cultural practice: documentary.Contemporary engagements with documentary are multifaceted and complex, reaching across disciplines to explore the intersections of politics and aesthetics, representation and reality, truth and illusion. Discarding the old notions of "fly on the wall” immediacy or quasi-scientific aspirations to objectivity, critics now understand documentary not as the neutral picturing of reality but as a way of coming to terms with reality through images and narrative. This book collects writings by artists, filmmakers, art historians, poets, literary critics, anthropologists, theorists, and others, to investigate one of the most vital areas of cultural practice: documentary. Their investigations take many forms—essays, personal memoirs, interviews, poetry. Contemporary art turned away from the medium and toward the world, using photography and the moving image to take up global perspectives. Documentary filmmakers, meanwhile, began to work in the gallery context. The contributors consider the hybridization of art and film, and the "documentary turn” of contemporary art. They discuss digital technology and the "crisis of faith” caused by manipulation and generation of images, and the fading of the progressive social mandate that has historically characterized documentary. They consider invisible data and visible evidence; problems of archiving; and surveillance and biometric control, forms of documentation that call for "informatic opacity” as a means of evasion.ContributorsAriella Azoulay, Zach Blas, Christa Blümlinger, Stella Bruzzi, Lucien Castaing-Taylor, Kris Fallon, Evgenia Giannouri, Ben Lerner, SylveÌre Lotringer, Antonia Majaca, Sohrab Mohebbi, Volker Pantenburg, Veìreìna Paravel, Christopher Pinney, Ben Rivers, and Eyal SivanCopublished with the Haus der Kulturen der Welt (HKW), Berlin

An integrated, holistic model for infrastructure planning and design in developing countries.

How solar could spark a clean-energy transition through transformative innovation-creative financing, revolutionary technologies, and flexible energy systems.

What it means for global sustainability when environmentalism is dominated by the concerns of the affluent-eco-business, eco-consumption, wilderness preservation.

How to assess critical aspects of cognitive functioning that are not measured by IQ tests: rational thinking skills.

An innovative investigation of the inner workings of Spotify that traces the transformation of audio files into streamed experience.Spotify provides a streaming service that has been welcomed as disrupting the world of music. Yet such disruption always comes at a price. Spotify Teardown contests the tired claim that digital culture thrives on disruption. Borrowing the notion of "teardown” from reverse-engineering processes, in this book a team of five researchers have playfully disassembled Spotify's product and the way it is commonly understood.Spotify has been hailed as the solution to illicit downloading, but it began as a partly illicit enterprise that grew out of the Swedish file-sharing community. Spotify was originally praised as an innovative digital platform but increasingly resembles a media company in need of regulation, raising questions about the ways in which such cultural content as songs, books, and films are now typically made available online.Spotify Teardown combines interviews, participant observations, and other analyses of Spotify's "front end” with experimental, covert investigations of its "back end.” The authors engaged in a series of interventions, which include establishing a record label for research purposes, intercepting network traffic with packet sniffers, and web-scraping corporate materials. The authors' innovative digital methods earned them a stern letter from Spotify accusing them of violating its terms of use; the company later threatened their research funding. Thus, the book itself became an intervention into the ethics and legal frameworks of corporate behavior.

The fortieth-anniversary edition of a classic and prescient work on death and dying.Much of today's literature on end-of-life issues overlooks the importance of 1970s social movements in shaping our understanding of death, dying, and the dead body. This anniversary edition of Lyn Lofland's The Craft of Dying begins to repair this omission. Lofland identifies, critiques, and theorizes 1970s death movements, including the Death Acceptance Movement, the Death with Dignity Movement, and the Natural Death movement. All these groups attempted to transform death into a "positive experience,” anticipating much of today's death and dying activism. Lofland turns a sociologist's eye on the era's increased interest in death, considering, among other things, the components of the modern "face of death” and the "craft of dying,” the construction of a dying role or identity by those who are dying, and the constraints on their freedom to do this. Lofland wrote just before the AIDS epidemic transformed the landscape of death and dying in the West; many of the trends she identified became the building blocks of AIDS activism in the 1980s and 1990s. The Craft of Dying will help readers understand contemporary death social movements' historical relationships to questions of race, class, gender, and sexuality and is a book that everyone interested in end-of-life politics should read.

A new theory about the origins of consciousness that finds learning to be the driving force in the evolutionary transition to basic consciousness.What marked the evolutionary transition from organisms that lacked consciousness to those with consciousness—to minimal subjective experiencing, or, as Aristotle described it, "the sensitive soul”? In this book, Simona Ginsburg and Eva Jablonka propose a new theory about the origin of consciousness that finds learning to be the driving force in the transition to basic consciousness. Using a methodology similar to that used by scientists when they identified the transition from non-life to life, Ginsburg and Jablonka suggest a set of criteria, identify a marker for the transition to minimal consciousness, and explore the far-reaching biological, psychological, and philosophical implications.After presenting the historical, neurobiological, and philosophical foundations of their analysis, Ginsburg and Jablonka propose that the evolutionary marker of basic or minimal consciousness is a complex form of associative learning, which they term unlimited associative learning (UAL). UAL enables an organism to ascribe motivational value to a novel, compound, non-reflex-inducing stimulus or action, and use it as the basis for future learning. Associative learning, Ginsburg and Jablonka argue, drove the Cambrian explosion and its massive diversification of organisms. Finally, Ginsburg and Jablonka propose symbolic language as a similar type of marker for the evolutionary transition to human rationality—to Aristotle's "rational soul.”

An introduction to awe-inspiring ideas at the brink of paradox: infinities of different sizes, time travel, probability and measure theory, and computability theory.This book introduces the reader to awe-inspiring issues at the intersection of philosophy and mathematics. It explores ideas at the brink of paradox: infinities of different sizes, time travel, probability and measure theory, computability theory, the Grandfather Paradox, Newcomb's Problem, the Principle of Countable Additivity. The goal is to present some exceptionally beautiful ideas in enough detail to enable readers to understand the ideas themselves (rather than watered-down approximations), but without supplying so much detail that they abandon the effort. The philosophical content requires a mind attuned to subtlety; the most demanding of the mathematical ideas require familiarity with college-level mathematics or mathematical proof.The book covers Cantor's revolutionary thinking about infinity, which leads to the result that some infinities are bigger than others; time travel and free will, decision theory, probability, and the Banach-Tarski Theorem, which states that it is possible to decompose a ball into a finite number of pieces and reassemble the pieces so as to get two balls that are each the same size as the original. Its investigation of computability theory leads to a proof of Gödel's Incompleteness Theorem, which yields the amazing result that arithmetic is so complex that no computer could be programmed to output every arithmetical truth and no falsehood. Each chapter is followed by an appendix with answers to exercises. A list of recommended reading points readers to more advanced discussions. The book is based on a popular course (and MOOC) taught by the author at MIT.

A unified treatment of the generation and analysis of brain-generated electromagnetic fields.In Brain Signals, Risto Ilmoniemi and Jukka Sarvas present the basic physical and mathematical principles of magnetoencephalography (MEG) and electroencephalography (EEG), describing what kind of information is available in the neuroelectromagnetic field and how the measured MEG and EEG signals can be analyzed. Unlike most previous works on these topics, which have been collections of writings by different authors using different conventions, this book presents the material in a unified manner, providing the reader with a thorough understanding of basic principles and a firm basis for analyzing data generated by MEG and EEG.The book first provides a brief introduction to brain states and the early history of EEG and MEG, describes the generation of electromagnetic fields by neuronal activity, and discusses the electromagnetic forward problem. The authors then turn to EEG and MEG analysis, offering a review of linear and matrix algebra and basic statistics needed for analysis of the data, and presenting several analysis methods: dipole fitting; the minimum norm estimate (MNE); beamforming; the multiple signal classification algorithm (MUSIC), including RAP-MUSIC with the RAP dilemma and TRAP-MUSIC, which removes the RAP dilemma; independent component analysis (ICA); and blind source separation (BSS) with joint diagonalization.

A state-of-the-art overview of the latest theory and research in music psychology, written by leaders in the field.This authoritative, landmark volume offers a comprehensive state-of-the-art overview of the latest theory and research in music perception and cognition. Eminent scholars from a range of disciplines, employing a variety of methodologies, describe important findings from core areas of the field, including music cognition, the neuroscience of music, musical performance, and music therapy. The book can be used as a textbook for courses in music cognition, auditory perception, science of music, psychology of music, philosophy of music, and music therapy, and as a reference for researchers, teachers, and musicians. The book's sections cover music perception; music cognition; music, neurobiology, and evolution; musical training, ability, and performance; and musical experience in everyday life. Chapters treat such topics as pitch, rhythm, and timbre; musical expectancy, musicality, musical disorders, and absolute pitch; brain processes involved in music perception, cross-species studies of music cognition, and music across cultures; improvisation, the assessment of musical ability, and singing; and music and emotions, musical preferences, and music therapy.ContributorsFleur Bouwer, Peter Cariani, Laura K. Cirelli, Annabel J. Cohen, Lola L. Cuddy, Shannon de L'Etoile, Jessica A. Grahn, David M. Greenberg, Bruno Gingras, Henkjan Honing, Lorna S. Jakobson, Ji Chul Kim, Stefan Koelsch, Edward W. Large, Miriam Lense, Daniel Levitin, Charles J. Limb, Psyche Loui, Stephen McAdams, Lucy M. McGarry, Malinda J. McPherson, Andrew J. Oxenham, Caroline Palmer, Aniruddh Patel, Eve-Marie Quintin, Peter Jason Rentfrow, Edward Roth, Frank A. Russo, Rebecca Scheurich, Kai Siedenburg, Avital Sternin, Yanan Sun, William F. Thompson, Renee Timmers, Mark Jude Tramo, Sandra E. Trehub, Michael W. Weiss, Marcel Zentner

An in-depth exploration of the interaction between mind and material world, mediated by language, image, and making—in design, the arts, culture, and science.In Material and Mind, Christopher Bardt delves deeply into the interaction of mind and material world, mediated by language, image, and the process of making. He examines thought not as something "pure” and autonomous but as emerging from working with material, and he identifies this as the source of imagination and creative insight. This takes place as much in such disciplines as cognitive science, anthropology, and poetry as it does in the more obvious painting, sculpture, and design. In some fields, the medium of work is, in fact, the very medium of thinking—as fabric is for the tailor. Drawing on the philosophical notions of the "extended mind” and the "enactive mind,” and looking beyond the world of material-based arts, Bardt investigates the realms in which material and mind interweave through metaphor, representation, projection, analogues, tools, and models. He considers words and their material origins and discusses the paradox of representation. He draws on the design process, scientific discovery, and cultural practice, among others things, to understand the dynamics of human thinking, to illuminate some of the ways we work with materials and use tools, and to demonstrate how our world continues to shape us as we shape it. Finally, he considers the seamless "immaterial” flow of imagery, text, and data and considers the place of material engagement in a digital storm.

An introductory text in linguistic semantics, uniquely balancing empirical coverage and formalism with development of intuition and methodology.This introductory textbook in linguistic semantics for undergraduates features a unique balance between empirical coverage and formalism on the one hand and development of intuition and methodology on the other. It will equip students to form intuitions about a set of data, explain how well an analysis of the data accords with their intuitions, and extend the analysis or seek an alternative. No prior knowledge of linguistics is required. After mastering the material, students will be able to tackle some of the most difficult questions in the field even if they have never taken a linguistics course before.After introducing such concepts as truth conditions and compositionality, the book presents a basic symbolic logic with negation, conjunction, and generalized quantifiers, to serve as the basis for translation throughout the book. It then develops a detailed compositional semantics, covering quantification (scope and binding), adverbial modification, relative clauses, event semantics, tense and aspect, as well as pragmatic phenomena, notably deictic pronouns and narrative progression.A Course in Semantics offers a large and diverse set of exercises, interspersed throughout the text; those labeled "Important practice and looking ahead” prepare students for material to come; those labeled "Thinking about ” invite students to think beyond the content of the book.

An advanced treatment of modern macroeconomics, presented through a sequence of dynamic equilibrium models, with discussion of the implications for monetary and fiscal policy.This textbook offers an advanced treatment of modern macroeconomics, presented through a sequence of dynamic general equilibrium models based on intertemporal optimization on the part of economic agents. The book treats macroeconomics as applied and policy-oriented general equilibrium analysis, examining a number of models, each of which is suitable for investigating specific issues but may be unsuitable for others.After presenting a brief survey of the evolution of macroeconomics and the key facts about long-run economic growth and aggregate fluctuations, the book introduces the main elements of the intertemporal approach through a series of two-period competitive general equilibrium models—the simplest possible intertemporal models. This sets the stage for the remainder of the book, which presents models of economic growth, aggregate fluctuations, and monetary and fiscal policy. The text focuses on a full analysis of a limited number of key intertemporal models, which are stripped down to essentials so that students can focus on the dynamic properties of the models. Exercises encourage students to try their hands at solving versions of the dynamic models that define modern macroeconomics. Appendixes review the main mathematical techniques needed to analyze optimizing dynamic macroeconomic models. The book is suitable for advanced undergraduate and graduate students who have some knowledge of economic theory and mathematics for economists.

Researchers rethink tactics for inventing and disseminating research, examining the use of such unconventional forms as poetry, performance, catalogs, interactive machines, costume, and digital platforms.Transmission is the research moment when invention meets dissemination—the tactical combination of making (how theory, methods, and data shape research) and communicating (how research is shown and shared). In this book, researchers from a range of disciplines examine tactics for the transmission of research, exploring such unconventional forms as poetry, performance, catalogs, interactive machines, costume, and digital platforms. Focusing on transmissions draws attention to a critical part of the research process commonly overlooked and undervalued. Too often, the results of radically experimental research methodologies are pressed into conventional formats. The contributors to Transmissions rethink tactics for making and communicating research as integral to the kind of projects they do, pushing against disciplinary edges with unexpected and creative combinations and collaborations.Each chapter focuses on a different tactic of transmission. One contributor merges literary styles of the empirical and poetic; another uses an angle grinder to construct machines of enquiry. One project invites readers to participate in an exchange about value; another provides a series of catalog cards to materialize ordering systems of knowledge. All the contributors share a commitment to uniting the what with the how, firmly situating their transmissions in their research and in each unique chapter of this book.ContributorsNerea Calvillo, Rebecca Coleman, Larissa Hjorth, Janis Jefferies, Kat Jungnickel, Sarah Kember, Max Liboiron, Kristina Lindström, Alexandra Lippman, Bonnie Mak, Julien McHardy, Julia Pollack, Ingrid Richardson, Åsa Ståhl, Laura Watts

An argument that what makes science distinctive is its emphasis on evidence and scientists' willingness to change theories on the basis of new evidence.

An argument that Modernism is a cognitive phenomenon rather than a cultural one.At the beginning of the twentieth century, poetry, music, and painting all underwent a sea change. Poetry abandoned rhyme and meter; music ceased to be tonally centered; and painting no longer aimed at faithful representation. These artistic developments have been attributed to cultural factors ranging from the Industrial Revolution and the technical innovation of photography to Freudian psychoanalysis. In this book, Samuel Jay Keyser argues that the stylistic innovations of Western modernism reflect not a cultural shift but a cognitive one. Behind modernism is the same cognitive phenomenon that led to the scientific revolution of the seventeenth century: the brain coming up against its natural limitations. Keyser argues that the transformation in poetry, music, and painting (the so-called sister arts) is the result of the abandonment of a natural aesthetic based on a set of rules shared between artist and audience, and that this is virtually the same cognitive shift that occurred when scientists abandoned the mechanical philosophy of the Galilean revolution. The cultural explanations for Modernism may still be relevant, but they are epiphenomenal rather than causal. Artists felt that traditional forms of art had been exhausted, and they began to resort to private formats—Easter eggs with hidden and often inaccessible meaning. Keyser proposes that when artists discarded their natural rule-governed aesthetic, it marked a cognitive shift; general intelligence took over from hardwired proclivity. Artists used a different part of the brain to create, and audiences were forced to play catch up.

Reports from America's political crisis, exposing a new "iconopolitics," in which words and images lose their connection to reality.

A scientist assesses the potential of stem cell therapies for treating such brain disorders as stroke, Alzheimer's disease, and Parkinson's disease.Stem cell therapies are the subject of enormous hype, endowed by the media with almost magical qualities and imagined by the public to bring about miracle cures. Stem cells have the potential to generate new cells of different types, and have been shown to do so in certain cases. Could stem cell transplants repair the damaged brain? In this book, neurobiologist Jack Price assesses the potential of stem cell therapies to treat such brain disorders as stroke, Alzheimer's disease, Parkinson's disease, and spinal cord injuries.Certainly brain disorders are in need of effective treatments. These disorders don't just kill, they disable, and conventional drug therapies have not had much success in treating them. Price explains that repairing the human brain is difficult, largely because of its structural, functional, and developmental complexity. He examines the self-repairing capacity of blood and gut cells—and the lack of such capacity in the brain; describes the limitations of early brain stem cell therapies for neurodegenerative disorders; and discusses current clinical trials that may lead to the first licensed stem cell therapies for stroke, Parkinson's and macular degeneration. And he describes the real promise of pluripotential stem cells, which can make all the cell types that constitute the body. New technologies, Price reports, challenge the very notion of cell transplantation, instead seeking to convince the brain itself to manufacture the new cells it needs. Could this be the true future of brain repair?

The relationship of the dead body with technology through history, from nineteenth-century embalming machines to the death-prevention technologies of today.Death and the dead body have never been more alive in the public imagination—not least because of current debates over modern medical technology that is deployed, it seems, expressly to keep human bodies from dying, blurring the boundary between alive and dead. In this book, John Troyer examines the relationship of the dead body with technology, both material and conceptual: the physical machines, political concepts, and sovereign institutions that humans use to classify, organize, repurpose, and transform the human corpse. Doing so, he asks readers to think about death, dying, and dead bodies in radically different ways. Troyer explains, for example, how technologies of the nineteenth century including embalming and photography, created our image of a dead body as quasi-atemporal, existing outside biological limits formerly enforced by decomposition. He describes the "Happy Death Movement” of the 1970s; the politics of HIV/AIDS corpse and the productive potential of the dead body; the provocations of the Body Worlds exhibits and their use of preserved dead bodies; the black market in human body parts; and the transformation of historic technologies of the human corpse into "death prevention technologies.” The consequences of total control over death and the dead body, Troyer argues, are not liberation but the abandonment of Homo sapiens as a concept and a species. In this unique work, Troyer forces us to consider the increasing overlap between politics, dying, and the dead body in both general and specifically personal terms.

Why economists' attempts to help poorer countries improve their economic well-being have failed.Since the end of World War II, economists have tried to figure out how poor countries in the tropics could attain standards of living approaching those of countries in Europe and North America. Attempted remedies have included providing foreign aid, investing in machines, fostering education, controlling population growth, and making aid loans as well as forgiving those loans on condition of reforms. None of these solutions has delivered as promised. The problem is not the failure of economics, William Easterly argues, but the failure to apply economic principles to practical policy work.In this book Easterly shows how these solutions all violate the basic principle of economics, that people—private individuals and businesses, government officials, even aid donors—respond to incentives. Easterly first discusses the importance of growth. He then analyzes the development solutions that have failed. Finally, he suggests alternative approaches to the problem. Written in an accessible, at times irreverent, style, Easterly's book combines modern growth theory with anecdotes from his fieldwork for the World Bank.

In an 1828 letter to his partner, Nicéphore Niépce, Louis Daguerre wrote, "I am burning with desire to see your experiments from nature." In this book, Geoffrey Batchen analyzes the desire to photograph as it emerged within the philosophical and scientific milieus that preceded the actual invention of photography. Recent accounts of photography's identity tend to divide between the postmodern view that all identity is determined by context and a formalist effort to define the fundamental characteristics of photography as a medium. Batchen critiques both approaches by way of a detailed discussion of photography's conception in the late eighteenth and early nineteenth centuries. He examines the output of the various nominees for "first photographer," then incorporates this information into a mode of historical criticism informed by the work of Michel Foucault and Jacques Derrida. The result is a way of thinking about photography that persuasively accords with the medium's undeniable conceptual, political, and historical complexity.

Essays on photography and the medium's history and evolving identity.

An examination of the role of sound in twentieth-century arts.This interdisciplinary history and theory of sound in the arts reads the twentieth century by listening to it—to the emphatic and exceptional sounds of modernism and those on the cusp of postmodernism, recorded sound, noise, silence, the fluid sounds of immersion and dripping, and the meat voices of viruses, screams, and bestial cries. Focusing on Europe in the first half of the century and the United States in the postwar years, Douglas Kahn explores aural activities in literature, music, visual arts, theater, and film. Placing aurality at the center of the history of the arts, he revisits key artistic questions, listening to the sounds that drown out the politics and poetics that generated them. Artists discussed include Antonin Artaud, George Brecht, William Burroughs, John Cage, Sergei Eisenstein, Fluxus, Allan Kaprow, Michael McClure, Yoko Ono, Jackson Pollock, Luigi Russolo, and Dziga Vertov.

The most comprehensive English-language overview of the modern Chinese economy, covering China's economic development since 1949 and post-1978 reforms--from industrial change and agricultural organization to science and technology.