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Foundations and Techniques for Computational Analysis.

Record Type:	Electronic resources : Monograph/item
Title/Author:	Foundations and Techniques for Computational Analysis./
Author:	Fernandez, Jonathan.
Description:	1 online resource (434 pages)
Notes:	Source: Dissertations Abstracts International, Volume: 80-04, Section: A.
Contained By:	Dissertations Abstracts International80-04A.
Subject:	British & Irish literature. -
Online resource:	http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=10928056click for full text (PQDT)
ISBN:	9780438455764

Foundations and Techniques for Computational Analysis.
Fernandez, Jonathan.

Foundations and Techniques for Computational Analysis. - 1 online resource (434 pages)

Source: Dissertations Abstracts International, Volume: 80-04, Section: A.

Thesis (Ph.D.)--State University of New York at Buffalo, 2018.

Includes bibliographical references

This dissertation delineates and develops foundational work necessary to accomplish a computational analysis of 16th and 17 th English prose fiction. The corpus of prose fiction in the period is defined. The work necessary to convert the corpus to plain-text, in a standardized and computationally useful form, is described in detail and is accomplished to a sufficient degree to permit meaningful statistical results. Examples are provided of the use of various tools-POS tagging, Topic Analysis, LSA techniques, Psychometrics-frequently used to work with large corpora. The theoretical basis for analyzing literary works of art is discussed with reference to the neuroscience & biological underpinnings of our use of words, language, and concepts of meaning. Because most computational techniques work at the level of individual words and chunks of words, problems with the techniques in relation to reading-specifically reading prose fiction-are discussed.

Electronic reproduction.
Ann Arbor, Mich. :
ProQuest,
2023

Mode of access: World Wide Web

ISBN: 9780438455764Subjects--Topical Terms:

3284317
British & Irish literature.
Subjects--Index Terms:

ComputationIndex Terms--Genre/Form:

542853
Electronic books.

Foundations and Techniques for Computational Analysis.
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035 $a AAI10928056
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100 1 $a Fernandez, Jonathan. $3 3699532
245 1 0 $a Foundations and Techniques for Computational Analysis.
264 0 $c 2018
300 $a 1 online resource (434 pages)
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
500 $a Source: Dissertations Abstracts International, Volume: 80-04, Section: A.
500 $a Publisher info.: Dissertation/Thesis.
500 $a Advisor: McCaffery, Stephen.
502 $a Thesis (Ph.D.)--State University of New York at Buffalo, 2018.
504 $a Includes bibliographical references
520 $a This dissertation delineates and develops foundational work necessary to accomplish a computational analysis of 16th and 17 th English prose fiction. The corpus of prose fiction in the period is defined. The work necessary to convert the corpus to plain-text, in a standardized and computationally useful form, is described in detail and is accomplished to a sufficient degree to permit meaningful statistical results. Examples are provided of the use of various tools-POS tagging, Topic Analysis, LSA techniques, Psychometrics-frequently used to work with large corpora. The theoretical basis for analyzing literary works of art is discussed with reference to the neuroscience & biological underpinnings of our use of words, language, and concepts of meaning. Because most computational techniques work at the level of individual words and chunks of words, problems with the techniques in relation to reading-specifically reading prose fiction-are discussed.
533 $a Electronic reproduction. $b Ann Arbor, Mich. : $c ProQuest, $d 2023
538 $a Mode of access: World Wide Web
650 4 $a British & Irish literature. $3 3284317
653 $a Computation
653 $a LDA
653 $a LSA
655 7 $a Electronic books. $2 lcsh $3 542853
690 $a 0593
710 2 $a ProQuest Information and Learning Co. $3 783688
710 2 $a State University of New York at Buffalo. $b English. $3 1023701
773 0 $t Dissertations Abstracts International $g 80-04A.
856 4 0 $u http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=10928056 $z click for full text (PQDT)