Data Poetry is a collection of short computer-generated texts and visual poems that explore the technologies and concepts of the digital world. Jörg Piringer uses concepts that enable smart phones to understand language, that help email programs to filter out spam messages, and that help websites to translate texts: but he tricks them all into creating playful poetry. In Data Poetry, an artificial intelligence explains how it would write a book if it were allowed to, a program learns how to write nonsense proverbs, automatic translators reveal their gender bias, and internet searches expose the secret wishes of twitter users. The book is at once an artistic and entertaining perspective on the influence of digital language technology and its consequences.

Winner of the 2020 James Laughlin Award from the Academy of American Poets "Layered, complex, and infinitely compelling, Chet’la Sebree’s Field Study is a daring exploration of the self and our interactions with others—a meditation on desire, race, loss and survival." --Natasha Trethewey, Pulitzer Prize-winning author of Memorial Drive Chet’la Sebree’s Field Study is a genre-bending exploration of black womanhood and desire, written as a lyrical, surprisingly humorous, and startlingly vulnerable prose poem I am society’s eraser shards—bits used to fix other people’s sh*t, then discarded. Somehow still a wet nurse, from actual babes to Alabama special elections. Seeking to understand the fallout of her relationship with a white man, the poet Chet’la Sebree attempts a field study of herself. Scientifically, field studies are objective collections of raw data, devoid of emotion. But during the course of a stunning lyric poem, Sebree’s control over her own field study unravels as she attempts to understand the depth of her feelings in response to the data of her life. The result is a singular and provocative piece of writing, one that is formally inventive, playfully candid, and soul-piercingly sharp. Interspersing her reflections with Tweets, quips from TV characters, and excerpts from the Black thinkers—Audre Lorde, Maya Angelou, Tressie McMillan Cottom—that inspire her, Sebree analyzes herself through the lens of a society that seems uneasy, at best, with her very presence. She grapples with her attraction to, and rejection of, whiteness and white men; probes the malicious manifestation of colorism and misogynoir throughout American history and media; and struggles with, judges, and forgives herself when she has more questions than answers. “Even as I accrue these notes,” Sebree writes, “I’m still not sure I’ve found the pulse.” A poem of love, heartbreak, womanhood, art, sex, Blackness, and America—sometimes all at once—Field Study throbs with feeling, searing and tender. With uncommon sensitivity and precise storytelling, Sebree makes meaning out of messiness and malaise, breathing life into a scientific study like no other.

Poetry as Research develops an approach that allows poetry writing to be used as a research method for exploring questions relating to second language learners and more broadly for studies within the humanities and social sciences. The book investigates the characteristics of poetry writing and situates poetry writing as a qualitative, arts-based, research process. The book utilizes computational linguistics, qualitative, bibliographic, and philosophical methods and investigates the process of writing poetry, the textual and literary characteristics of second language poetry, poetic identity and inquiry. The developed methodology is exemplified through a poetic inquiry of the study abroad experiences of ESL students. The book provides a comprehensive, informed and innovative approach to the investigation of understandings of personal experience. This book should be of interest to the fields of applied linguistics, stylistics, literary studies, creative writing and composition as well as anyone interested in using writing as a research method.

"Soul Data is rarely compounded--of wit and music, surface elegance and intellectual depth, quirk and quandary. Its sensual intelligence is on high alert, and the sheer unsheerness of its language--all its densities and textures--is a linguiphiliacal delight. Unmistakeably American (the poetry's occasions and its cadences alike serve for signature) it has the jinx-meister's humors about it. There's a dark streak, too, an eye for the natural indifferences that border the spotlit human heats. A fine rhetorical savvy, in a mind inclined to the chillier depths: among poetic gifts these days it's an uncommon conjunction, a gift of mysteries, like the sight (across a night pond's surface) of bright-blue shooting star: one hopes the other humans get to see it."--Heather McHugh V [Linoleum] South of Spokane Street, a gear works turns its teeth--shadows in a cavern, through the cycles of a drop-forge piston, heft themselves and recoil in a dark rain of sparks, the echo off the blocks-- pa-tang!--arriving late, repeats itself again, a ceaseless, a remorseless hammering home, a point made and lost in the patterns of work. Across the street, a hunkered stretch of houses, swing sets and cyclone fencing, a clatch of cars. The agent shrugs--"It's zoned Residential/ Light Industrial"--pa-tong! A lunatic fringe of gladiolus fronts the walkways and the rows of empty rooms we roll by at low idle.

This advanced machine learning book highlights many algorithms from a geometric perspective and introduces tools in network science, metric geometry, and topological data analysis through practical application. Whether you’re a mathematician, seasoned data scientist, or marketing professional, you’ll find The Shape of Data to be the perfect introduction to the critical interplay between the geometry of data structures and machine learning. This book’s extensive collection of case studies (drawn from medicine, education, sociology, linguistics, and more) and gentle explanations of the math behind dozens of algorithms provide a comprehensive yet accessible look at how geometry shapes the algorithms that drive data analysis. In addition to gaining a deeper understanding of how to implement geometry-based algorithms with code, you’ll explore: Supervised and unsupervised learning algorithms and their application to network data analysis The way distance metrics and dimensionality reduction impact machine learning How to visualize, embed, and analyze survey and text data with topology-based algorithms New approaches to computational solutions, including distributed computing and quantum algorithms

This book explores poetry and pedagogy in practice across the lifespan. Poetry is directly linked to improved literacy, creativity, personal development, emotional intelligence, complex analytical thinking and social interaction: all skills that are crucial in contemporary educational systems. However, a narrow focus on STEM subjects at the expense of the humanities has led educators to deprioritize poetry and to overlook its interdisciplinary, multi-modal potential. The editors and contributors argue that poetry is not a luxury, but a way to stimulate linguistic experiences that are formally rich and cognitively challenging. To learn through poetry is not just to access information differently, but also to forge new and different connections that can serve as reflective tools for lifelong learning. This interdisciplinary book will be of value to teachers and students of poetry, as well as scholars interested in literacy across the disciplines.

With chapters written by leading scholars such as Steven Gould Axelrod, Cary Nelson, and Marjorie Perloff, this comprehensive Handbook explores the full range and diversity of poetry and criticism in 21st-century America. The Bloomsbury Handbook of Contemporary American Poetry covers such topics as: · Major histories and genealogies of post-war poetry – from the language poets and the Black Arts Movement to New York school and the Beats · Poetry, identity and community – from African American, Chicana/o and Native American poetry to Queer verse and the poetics of disability · Key genres and forms – including digital, visual, documentary and children's poetry · Central critical themes – economics, publishing, popular culture, ecopoetics, translation and biography The book also includes an interview section in which major contemporary poets such as Rae Armantrout, and Claudia Rankine reflect on the craft and value of poetry today.