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Machine Scoring of Student Essays
Truth and Consequences
edited by Patricia Freitag Ericsson & Rich Haswell
Utah State University Press, 2006

The current trend toward machine-scoring of student work, Ericsson and Haswell argue, has created an emerging issue with implications for higher education across the disciplines, but with particular importance for those in English departments and in administration. The academic community has been silent on the issue—some would say excluded from it—while the commercial entities who develop essay-scoring software have been very active.

Machine Scoring of Student Essays is the first volume to seriously consider the educational mechanisms and consequences of this trend, and it offers important discussions from some of the leading scholars in writing assessment.

Reading and evaluating student writing is a time-consuming process, yet it is a vital part of both student placement and coursework at post-secondary institutions. In recent years, commercial computer-evaluation programs have been developed to score student essays in both of these contexts. Two-year colleges have been especially drawn to these programs, but four-year institutions are moving to them as well, because of the cost-savings they promise. Unfortunately, to a large extent, the programs have been written, and institutions are installing them, without attention to their instructional validity or adequacy.

Since the education software companies are moving so rapidly into what they perceive as a promising new market, a wider discussion of machine-scoring is vital if scholars hope to influence development and/or implementation of the programs being created. What is needed, then, is a critical resource to help teachers and administrators evaluate programs they might be considering, and to more fully envision the instructional consequences of adopting them. And this is the resource that Ericsson and Haswell are providing here.

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The Meaning of Truth
William James
Harvard University Press, 1975

In Pragmatism, William James attacked the transcendental, rationalist tradition in philosophy and tried to clear the ground for the doctrine he called radical empiricism. The book caused an uproar; it was greeted with praise, hostility, and ridicule. Determined to clarify the pragmatic conception of truth, James collected nine essays he had written on this subject before he wrote Pragmatism and six written later in response to criticisms of that volume by Bertrand Russell and others. He published the collection under the title “The Meaning of Truth” in 1909, the year before his death.

The Meaning of Truth
shows James at his best—clear and readable as always, and full of verve and good humor. Intent upon making difficult ideas clear, he is also forceful in his effort to make them prevail.

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Memory
Fragments of a Modern History
Alison Winter
University of Chicago Press, 2011

Picture your twenty-first birthday. Did you have a party? If so, do you remember who was there? Now step back: how clear are those memories? Should we trust them to be accurate, or is there a chance that you’re remembering incorrectly? And where have the many details you can no longer recall gone? Are they hidden somewhere in your brain, or are they gone forever?

Such questions have fascinated scientists for hundreds of years, and, as Alison Winter shows in Memory: Fragments of a Modern History, the answers have changed dramatically in just the past century. Tracing the cultural and scientific history of our understanding of memory, Winter explores early metaphors that likened memory to a filing cabinet; later, she shows, that cabinet was replaced by the image of a reel of film, ever available for playback. That model, too, was eventually superseded, replaced by the current understanding of memory as the result of an extremely complicated, brain-wide web of cells and systems that together assemble our pasts. Winter introduces us to innovative scientists and sensationalistic seekers, and, drawing on evidence ranging from scientific papers to diaries to movies, explores the way that new understandings from the laboratory have seeped out into psychiatrists' offices, courtrooms, and the culture at large. Along the way, she investigates the sensational battles over the validity of repressed memories that raged through the 1980s and shows us how changes in technology—such as the emergence of recording devices and computers—have again and again altered the way we conceptualize, and even try to study, the ways we remember.

Packed with fascinating details and curious episodes from the convoluted history of memory science, Memory is a book you'll remember long after you close its cover.

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Metaphors We Live By
George Lakoff and Mark Johnson
University of Chicago Press, 1981
The now-classic Metaphors We Live By changed our understanding of metaphor and its role in language and the mind. Metaphor, the authors explain, is a fundamental mechanism of mind, one that allows us to use what we know about our physical and social experience to provide understanding of countless other subjects. Because such metaphors structure our most basic understandings of our experience, they are "metaphors we live by"—metaphors that can shape our perceptions and actions without our ever noticing them.

In this updated edition of Lakoff and Johnson's influential book, the authors supply an afterword surveying how their theory of metaphor has developed within the cognitive sciences to become central to the contemporary understanding of how we think and how we express our thoughts in language.
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