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Rome Wasn't Digitized in a Day - Council on Library and Information ...

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The c<strong>on</strong>clusi<strong>on</strong> drawn from this experience was ma<str<strong>on</strong>g>in</str<strong>on</strong>g>ly that read<str<strong>on</strong>g>in</str<strong>on</strong>g>g ancient documents is not a<br />

process of transcrib<str<strong>on</strong>g>in</str<strong>on</strong>g>g the document letter-by-letter <strong>and</strong> l<str<strong>on</strong>g>in</str<strong>on</strong>g>e-by-l<str<strong>on</strong>g>in</str<strong>on</strong>g>e. Instead it is a cyclic<br />

process of identify<str<strong>on</strong>g>in</str<strong>on</strong>g>g visual features <strong>and</strong> build<str<strong>on</strong>g>in</str<strong>on</strong>g>g up evidence for <strong>and</strong> aga<str<strong>on</strong>g>in</str<strong>on</strong>g>st c<strong>on</strong>t<str<strong>on</strong>g>in</str<strong>on</strong>g>ually<br />

develop<str<strong>on</strong>g>in</str<strong>on</strong>g>g hypotheses about characters, words <strong>and</strong> phrases. This is then checked aga<str<strong>on</strong>g>in</str<strong>on</strong>g>st other<br />

<str<strong>on</strong>g>in</str<strong>on</strong>g>formati<strong>on</strong> <str<strong>on</strong>g>in</str<strong>on</strong>g> an <strong>on</strong>go<str<strong>on</strong>g>in</str<strong>on</strong>g>g process until the editors are happy with the f<str<strong>on</strong>g>in</str<strong>on</strong>g>al <str<strong>on</strong>g>in</str<strong>on</strong>g>terpretati<strong>on</strong><br />

(Roued-Cunliffe 2010).<br />

Of particular <str<strong>on</strong>g>in</str<strong>on</strong>g>terest for the development of their ISS, then, was to determ<str<strong>on</strong>g>in</str<strong>on</strong>g>e “how <strong>and</strong> why the jumps<br />

between read<str<strong>on</strong>g>in</str<strong>on</strong>g>g levels occur, <strong>and</strong> to what extent visi<strong>on</strong>, expertise <strong>and</strong> <str<strong>on</strong>g>in</str<strong>on</strong>g>terpretati<strong>on</strong> are <str<strong>on</strong>g>in</str<strong>on</strong>g>tertw<str<strong>on</strong>g>in</str<strong>on</strong>g>ed”<br />

(Tarte 2011).<br />

Further <str<strong>on</strong>g>in</str<strong>on</strong>g>sight <str<strong>on</strong>g>in</str<strong>on</strong>g>to this process came from an exam<str<strong>on</strong>g>in</str<strong>on</strong>g>ati<strong>on</strong> of the transcript of three papyrologists<br />

attempt<str<strong>on</strong>g>in</str<strong>on</strong>g>g to figure out a complicated letter form. Two major approaches were identified: a<br />

“k<str<strong>on</strong>g>in</str<strong>on</strong>g>aesthetic/paleographical approach,” where the scholar would draw characters or trace over them<br />

with a f<str<strong>on</strong>g>in</str<strong>on</strong>g>ger to try <strong>and</strong> rec<strong>on</strong>struct the movements of a scribe; <strong>and</strong> a “philological/cruciverbalistic”<br />

approach, where the scholar looks at the questi<strong>on</strong> as a puzzle-solv<str<strong>on</strong>g>in</str<strong>on</strong>g>g task <strong>and</strong> often relies up<strong>on</strong><br />

characters he or she is certa<str<strong>on</strong>g>in</str<strong>on</strong>g> of to make decisi<strong>on</strong>s <strong>and</strong> test various hypotheses (Tarte 2011). Although<br />

Tarte recognized that the two approaches were not mutually exclusive, she c<strong>on</strong>cluded that the ISS<br />

would need to be able to support both. Through analyz<str<strong>on</strong>g>in</str<strong>on</strong>g>g this transcript she identified several forms of<br />

scholarly expertise <strong>and</strong> how they triggered jumps between read<str<strong>on</strong>g>in</str<strong>on</strong>g>g levels, <str<strong>on</strong>g>in</str<strong>on</strong>g>clud<str<strong>on</strong>g>in</str<strong>on</strong>g>g visual skill (from<br />

experience), “scholarly c<strong>on</strong>tent expectati<strong>on</strong>s” (based <strong>on</strong> prior knowledge), aspect-shift<str<strong>on</strong>g>in</str<strong>on</strong>g>g (“ways of<br />

look<str<strong>on</strong>g>in</str<strong>on</strong>g>g” vs. “ways of see<str<strong>on</strong>g>in</str<strong>on</strong>g>g,”), <strong>and</strong> global-local oscillati<strong>on</strong>s. Translat<str<strong>on</strong>g>in</str<strong>on</strong>g>g the work processes that lead<br />

to scholarly <str<strong>on</strong>g>in</str<strong>on</strong>g>terpretati<strong>on</strong>s <str<strong>on</strong>g>in</str<strong>on</strong>g>to digital methods, however, Tarte stated has not been a simple task.<br />

“One difficulty <str<strong>on</strong>g>in</str<strong>on</strong>g> build<str<strong>on</strong>g>in</str<strong>on</strong>g>g a case for an <str<strong>on</strong>g>in</str<strong>on</strong>g>terpretati<strong>on</strong> is that it is all about rec<strong>on</strong>struct<str<strong>on</strong>g>in</str<strong>on</strong>g>g a mean<str<strong>on</strong>g>in</str<strong>on</strong>g>g<br />

for which there is no accessible ground truth,” Tarte reported; “the objective towards which we are<br />

tend<str<strong>on</strong>g>in</str<strong>on</strong>g>g is to facilitate the digital record<str<strong>on</strong>g>in</str<strong>on</strong>g>g of how such a case is made” (Tarte 2011). The project has<br />

thus sought to unravel the process of mak<str<strong>on</strong>g>in</str<strong>on</strong>g>g decisi<strong>on</strong>s <strong>and</strong> to “m<str<strong>on</strong>g>in</str<strong>on</strong>g>d map” various percepts (through<br />

the creati<strong>on</strong> of a schematic of percepts) that lead to the creati<strong>on</strong> of <str<strong>on</strong>g>in</str<strong>on</strong>g>terpretati<strong>on</strong>s.<br />

Additi<strong>on</strong>al technical details <strong>on</strong> design choices for the ISS that would support the<br />

cruciverbalistic/philological approach have been given by Roued-Cunliffe (2010). She expla<str<strong>on</strong>g>in</str<strong>on</strong>g>ed that<br />

s<str<strong>on</strong>g>in</str<strong>on</strong>g>ce DUGA needs to record not just f<str<strong>on</strong>g>in</str<strong>on</strong>g>al scholarly decisi<strong>on</strong>s but the evidence used to create them, she<br />

has explored the idea of “us<str<strong>on</strong>g>in</str<strong>on</strong>g>g a set of knowledge bases, such as word lists <strong>and</strong> frequencies from<br />

relevant corpora” to suggest <str<strong>on</strong>g>in</str<strong>on</strong>g>terpretati<strong>on</strong>s of words <strong>and</strong> letters as a scholar reads a document or as<br />

evidence to support a particular <str<strong>on</strong>g>in</str<strong>on</strong>g>terpretati<strong>on</strong>. C<strong>on</strong>sequently, DUGA <str<strong>on</strong>g>in</str<strong>on</strong>g>cludes a “word-search facility”<br />

that is c<strong>on</strong>nected to a “knowledge base Web Service” called APPELLO that has been created from the<br />

EpiDoc XML files of the V<str<strong>on</strong>g>in</str<strong>on</strong>g>dol<strong>and</strong>a tablets. The project hopes to further develop the knowledge base<br />

functi<strong>on</strong> of this web service to support any textual corpus that uses EpiDoc. Rather than creat<str<strong>on</strong>g>in</str<strong>on</strong>g>g a<br />

large rule base for classicists such as the rules created <str<strong>on</strong>g>in</str<strong>on</strong>g> a DSS system for doctors, Roued-Cunliffe<br />

noted that classicists often use similar documents to make choices about the document they are<br />

currently analyz<str<strong>on</strong>g>in</str<strong>on</strong>g>g, so the use of a knowledge base from related documents seemed a far better choice.<br />

The work of Roued-Cunliffe differed slightly from the earlier work of Melissa Terras <str<strong>on</strong>g>in</str<strong>on</strong>g> that the former<br />

identified “stages,” rather than levels, of read<str<strong>on</strong>g>in</str<strong>on</strong>g>g, <strong>and</strong> placed certa<str<strong>on</strong>g>in</str<strong>on</strong>g> identificati<strong>on</strong> tasks (such as the<br />

identificati<strong>on</strong> of letters) <strong>on</strong> a different level. Her work still relied <strong>on</strong> the basic idea that <str<strong>on</strong>g>in</str<strong>on</strong>g>terpretati<strong>on</strong>s<br />

c<strong>on</strong>sist of “networks of percepts” from low to high level, <strong>and</strong> that these percepts are used to make<br />

scholarly decisi<strong>on</strong>s <str<strong>on</strong>g>in</str<strong>on</strong>g> an iterative fashi<strong>on</strong>. Roued-Cunliffe also wanted to make sure the model used

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