Matthew Kirschenbaum’s research while affiliated with Loyola University Maryland and other places

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Publications (11)


Debates in the Digital Humanities
  • Article

January 2012

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24 Reads

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252 Citations

Matthew K. Gold

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Matthew Kirschenbaum

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Kathleen Fitzpatrick

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[...]

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Alan Liu

Encompassing new technologies, research methods, and opportunities for collaborative scholarship and open-source peer review, as well as innovative ways of sharing knowledge and teaching, the digital humanities promises to transform the liberal arts—and perhaps the university itself. Indeed, at a time when many academic institutions are facing austerity budgets, digital humanities programs have been able to hire new faculty, establish new centers and initiatives, and attract multimillion-dollar grants. Clearly the digital humanities has reached a significant moment in its brief history. But what sort of moment is it? This book explores its theories, methods, and practices and to clarify its multiple possibilities and tensions. From defining what a digital humanist is and determining whether the field has (or needs) theoretical grounding, to discussions of coding as scholarship and trends in data-driven research, this cutting-edge volume delineates the current state of the digital humanities and envisions potential futures and challenges. At the same time, several essays aim pointed critiques at the field for its lack of attention to race, gender, class, and sexuality; the inadequate level of diversity among its practitioners; its absence of political commitment; and its preference for research over teaching.




Preserving Virtual Worlds Final Report
  • Article
  • Full-text available

January 2010

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1,500 Reads

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44 Citations

Library of Congress, UIeRA#2008-01111-00-00 published or submitted for publication not peer reviewed

Download


Figure 2. The Larsen Shower Curtain
Figure 5. Reside, Farr, Kirschenbaum, Kraus, Nelson, Redwine, Peters
Approaches to Managing and Collecting Born-Digital Literary Materials for Scholarly Use

May 2009

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404 Reads

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6 Citations

Humanities (MITH) at the University of Maryland. The meetings and site visits were undertaken with the twofold objective of exchanging knowledge amongst the still relatively small community of practitioners engaged in such efforts, and facilitating the preparation of a larger collaborative project proposal aimed at preserving and accessing the born-digital documents and records of contemporary authorship. The grant period was September 2008-March 2009. The only specified deliverable was this white paper; however, as the Outcomes and Next Steps sections (below) suggest, a small initial investment by NEH has yielded significant benefit in the form of infrastructure, knowledge sharing, and future collaboration.


The Remaking of Reading: Data Mining and the Digital Humanities

January 2009

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638 Reads

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28 Citations

This paper discusses applications of data mining in the seemingly unlikely field of literary criticism. While the underlying techniques are traditional—Naïve Bayes, SVM—literary criticism, and the "digital humanities" more generally, differ from other domains in that they rarely admit ground truth into their discussions. Instead, data mining and machine learning are best understood in terms of "provocation"—the potential for outlier results to surprise a reader into attending to some aspect of a text not previously deemed significant—as well as "not-reading" or "distant reading," the automated search for patterns across a much wider corpus than could be read and assimilated via traditional humanistic methods of "close reading." At a moment when a widely publicized report by the National Endowment for the Arts concluded reading itself was "at risk," large online text collections (Google Books, the Open Content Alliance) are making millions of texts available in machine-readable form. Data mining is part of this remaking of reading.


Tracking the changes: Textual scholarship and the challenge of the born digital

January 2007

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74 Reads

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7 Citations

Word processors of the Gods William Gibson, in his 2003 novel Pattern Recognition, allows Ngemi, collector and connoisseur of antiquarian computers, to have his joke: “I am negotiating to buy Stephen King's Wang,” he announces deadpan. “The provenance,” Ngemi continues, “is immaculate, the price high, but, I believe, reasonable. A huge thing, one of the early dedicated word processors.” King, in fact, acquired his Wang word processor in 1983, the same year Time Magazine dubbed personal computers the “machine of the year.” The Wang would have included a Z80 processor and 64K of RAM. Clearly the technology was tantalizing to him. The following year, in the introduction to his short story collection Skeleton Crew, King wrote: In particular I was fascinated with the INSERT and DELETE buttons, which make cross-outs and carets almost obsolete&. I thought, “Wouldn't it be funny if this guy wrote a sentence, and then, when he pushed DELETE, the subject of the sentence was deleted from the world?” Anyway, I started&not exactly making up a story so much as seeing pictures in my head. I was watching this guy&delete pictures hanging on the wall, and chairs in the living room, and New York City, and the concept of war. Then I thought of having him insert things and having those things just pop into the world. “Word Processor of the Gods,” the story that resulted, is about a writer who is given a homebrew word processor as a gift from his favorite nephew shortly before the latter is killed in a car accident. Our protagonist, Richard, discovers that the machine has precisely the awesome (or ominous) powers described above: writing about a person or thing can bring it to life in the real world, and deleting the passage likewise causes the person or object to be summarily “erased” from existence.


Exploring Erotics in Emily Dickinson's Correspondence with Text Mining and Visual Interfaces

June 2006

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672 Reads

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52 Citations

This paper describes a system to support humanities scholars in their interpretation of literary work. It presents a user interface and web architecture that integrates text mining, a graphical user interface and visualization, while attempting to remain easy to use by non specialists. Users can interactively read and rate documents found in a digital libraries collection, prepare training sets, review results of classification algorithms and explore possible indicators and explanations. Initial evaluation steps suggest that there is a rationale for " provocational " text mining in literary interpretation.


Extreme Inscription: Towards a Grammatology of the Hard Drive1

January 2004

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168 Reads

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9 Citations

Extreme Inscription" attempts to articulate the grammatological primi- tives of the hard drive, the inscription technology that has had the single greatest impact on computing in the latter half of the 20th century. Rather than offer up yet another generalized account of electronic textuality, my objective in this essay is to examine one specific writing machine in its unique social, technical, and imaginative milieu. Random access disk stor- age, I argue, is the technology that embodies the "database paradigm" a critic such as Lev Manovich sees as fundamental to new media. The his- tory of hard drive technology is treated in the essay, as is the cultural impact of new hard drive-based technologies like iPod, TiVo, and Gmail's massive multi-gigabyte quotas. Ultimately the article seeks to establish a place for the often invisible and certainly unglamorous presence of stor- age technologies amid the largely visual and screen-based approaches that currently prevail in new media theory. "Had however this friction really existed, in the many cen- turies that these heavens have revolved they would have been consumed by their own immense speed of every day ... we arrive therefore at the conclusion that the friction would have rubbed away the boundaries of each heaven, and in proportion as its movement is swifter towards the center than toward the poles it would be more consumed in the center than at the poles, and then there would not be friction anymore, and the sound would cease, and the dancers would stop ..." --Leonardo da Vinci, The Notebooks, F 56 V


Citations (11)


... Tal como lo plantean Svensson (2010), Gold (2012), Terras et al. (2013), Del Río (2014), Gayol y Melo (2017), entre muchas otras personas investigadoras, las Humanidades Digitales (HD) tienen una dificultad en su naturaleza pues no hay una definición que se pueda establecer de forma crucial. No obstante, para los objetivos de este artículo, nos inclinamos a tomar la propuesta de Gayol y Melo (2017), quienes definen que se refiera a "la capacidad de manipular la información textual, cuantitativa, gráfica, geográfica, audiovisual o multimedia para la investigación humanística". ...

Reference:

Análisis del discurso y Humanidades Digitales: revisión de herramientas digitales para análisis de datos
Debates in the Digital Humanities
  • Citing Article
  • January 2012

... Στην πρώιμη φάση των ΨΑΕ, στα μέσα της δεκαετίας του 2000 (Brier, 2012), η Παιδαγωγική Επιστήμη δεν αποτελούσε αντικείμενο έρευνας ως μέρος ή πεδίο των ΨΑΕ και χαρακτηριζόταν ως το «παραμελημένο θετό παιδί» (Brier, 2010· Waltzer, 2012. Η έρευνα στις ΨΑΕ επικεντρωνόταν στην κατασκευή εργαλείων με στόχο την άμεση παραγωγή απτών αποτελεσμάτων για την εξαγωγή συμπερασμάτων, παρά στη δημιουργία καινοτομιών (Waltzer, 2012). ...

Debates in the Digital Humanities
  • Citing Book
  • January 2012

... Natural Language Processing (NLP) can play an essential role in literature because its methods can lead to valuable insight into modalities. Methods such as Text Analysis , Plaisant et al. 2006], Translation [Ghazvininejad et al. 2018, Genzel et al. 2010, Named Entity Recognition [Santos 2024, Silva and and Authorship Attribution [Ramezani 2021, da Rocha Bartolomei andDrummond 2020] can be especially useful to researchers in linguistics and history. ...

Exploring Erotics in Emily Dickinson's Correspondence with Text Mining and Visual Interfaces

... In the wake of Matthew Kirschenbaum's Mechanisms. New Media and the Forensic Imagination (2008), his subsequent publications (Kirschenbaum, 2011(Kirschenbaum, , 2013(Kirschenbaum, , 2014(Kirschenbaum, , 2016aRedwine et al., 2013) and the work of Luciana Duranti (2009, Duranti andEndicott-Popovsky, 2010), Jeremy Leighton John (2012), Susan Thomas et al. (2007, Redwine et al., 2013, Doug Reside (2011a, 2011b, Kirschenbaum and Reside, 2013 and many others in international projects on digital preservation, forensic imaging has become one of the standard practices for long-term preservation of storage devices in archives, libraries, and memory institutions. Bitstream-preserving images are abstract representations of the digital storage medium's physical data structure, reflecting certain forensically interesting material features of the original digital witness, such as its file system geometry and partitions, the precise order of bits, residual deleted data in the unallocated space of the medium, and operating system files and logs. ...

Tracking the changes: Textual scholarship and the challenge of the born digital
  • Citing Chapter
  • January 2007

... 'Literary scholars are going to need to play a role in decisions about what kind of data survives and in what form', the report declared, 'much as bibliographers and editors have long been advocates in traditional libraries settings, where they have opposed policies that tamper with bindings, dust jackets, and other important kinds of material evidence'. 36 The re-creation of the writer's working environment through emulation would provide valuable information for researchers. Once born-digital materials had been made available, the next step was to produce new knowledge: 'here we may see textual scholarship begin to draw heavily on text mining and visualisation, methods which are specifically aimed at sorting and sifting large volumes of data'. ...

Approaches to Managing and Collecting Born-Digital Literary Materials for Scholarly Use

... This indicates that literary works and literary figures are often the subject of significant Digital Humanities research projects. Matthew Kirschenbaum (2016) argues that "after numerical input, text is the most traceable type of data for computers to manipulate", and "there is the long association between computers and composition" (pp. 8-9). ...

What Is Digital Humanities and What's It Doing in English Departments?
  • Citing Article
  • January 2010

ADE Bulletin

... Critics who focus on the materiality of video games and other digital artifacts often do so via questions about hardware and collector cultures (Guins, 2014), or software versions and ephemerality (Newman, 2012), or code-level traces of human labor and the forensic methods required to read them (Kirschenbaum, 2008), or the challenges such objects pose for digital preservation and archiving (McDonough et al., 2010;Winget & Murray, 2008). These are all important lines of inquiry. ...

Twisty little passages almost all alike: Applying the FRBR model to a classic computer game
  • Citing Article
  • June 2010

... Participants almost universally tend to hoard digital materials because of their perceptions of digital technologies or tools that contribute to the mass undifferentiated retention of digital content and their experience of inaction in handling digital materials when using them. This inspires us to explore the formation and development of digital hoarding behaviors among humanities researchers in their digital scholarly work from the perspective of how particular systems and digital affordance affect user behaviors and practices-i.e. a digital materiality theory perspective (Kirschenbaum et al., 2009;Nelson et al., 2017). 4.2.2.1 Lowered storage expenses, expanded capacity, and simplified storage techniques. ...

Digital Materiality: Preserving Access to Computers as Complete Environments

... In addition, Literatura.lv has the potential to leverage new research methodologies, such as data mining and large-scale text analysis. As Kirschenbaum (2007) suggests, digital archives offer unprecedented opportunities to uncover new patterns in literary and cultural data, and Literatura.lv is well-positioned to contribute to these developments. ...

The Remaking of Reading: Data Mining and the Digital Humanities
  • Citing Article
  • January 2009