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Data Mining and Classical Manuscripts Peter Heslin Manuscripts and Science The Pigments Project Parchments and DNA Beeswax and Alchemy How Why Critical Apparatus Stemma Current Digital Editions Project Goals . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Data Mining and Classical Manuscripts Peter Heslin IDAS and Classics 30 September 2019

Data Mining and Classical Manuscripts › event › 822 › ... · Beeswax and Alchemy How Why Critical Apparatus Stemma Current Digital Editions Project Goals..... Project Goals

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Page 1: Data Mining and Classical Manuscripts › event › 822 › ... · Beeswax and Alchemy How Why Critical Apparatus Stemma Current Digital Editions Project Goals..... Project Goals

Data Miningand ClassicalManuscripts

Peter Heslin

Manuscriptsand ScienceThe PigmentsProjectParchments andDNABeeswax andAlchemy

How

WhyCritical ApparatusStemmaCurrent DigitalEditions

Project Goals

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Data Mining and Classical Manuscripts

Peter Heslin

IDAS and Classics

30 September 2019

Page 2: Data Mining and Classical Manuscripts › event › 822 › ... · Beeswax and Alchemy How Why Critical Apparatus Stemma Current Digital Editions Project Goals..... Project Goals

Data Miningand ClassicalManuscripts

Peter Heslin

Manuscriptsand ScienceThe PigmentsProjectParchments andDNABeeswax andAlchemy

How

WhyCritical ApparatusStemmaCurrent DigitalEditions

Project Goals

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The Pigments Project

Page 3: Data Mining and Classical Manuscripts › event › 822 › ... · Beeswax and Alchemy How Why Critical Apparatus Stemma Current Digital Editions Project Goals..... Project Goals

Data Miningand ClassicalManuscripts

Peter Heslin

Manuscriptsand ScienceThe PigmentsProjectParchments andDNABeeswax andAlchemy

How

WhyCritical ApparatusStemmaCurrent DigitalEditions

Project Goals

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Parchments and DNA

Page 4: Data Mining and Classical Manuscripts › event › 822 › ... · Beeswax and Alchemy How Why Critical Apparatus Stemma Current Digital Editions Project Goals..... Project Goals

Data Miningand ClassicalManuscripts

Peter Heslin

Manuscriptsand ScienceThe PigmentsProjectParchments andDNABeeswax andAlchemy

How

WhyCritical ApparatusStemmaCurrent DigitalEditions

Project Goals

...

.

...

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...

.

...

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...

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...

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...

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Beeswax and Alchemy

Page 5: Data Mining and Classical Manuscripts › event › 822 › ... · Beeswax and Alchemy How Why Critical Apparatus Stemma Current Digital Editions Project Goals..... Project Goals

Data Miningand ClassicalManuscripts

Peter Heslin

Manuscriptsand ScienceThe PigmentsProjectParchments andDNABeeswax andAlchemy

How

WhyCritical ApparatusStemmaCurrent DigitalEditions

Project Goals

...

.

...

.

...

.

...

.

...

.

...

.

...

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...

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Beeswax and Alchemy

Page 6: Data Mining and Classical Manuscripts › event › 822 › ... · Beeswax and Alchemy How Why Critical Apparatus Stemma Current Digital Editions Project Goals..... Project Goals

Data Miningand ClassicalManuscripts

Peter Heslin

Manuscriptsand ScienceThe PigmentsProjectParchments andDNABeeswax andAlchemy

How

WhyCritical ApparatusStemmaCurrent DigitalEditions

Project Goals

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...

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Rescribe

Page 7: Data Mining and Classical Manuscripts › event › 822 › ... · Beeswax and Alchemy How Why Critical Apparatus Stemma Current Digital Editions Project Goals..... Project Goals

Data Miningand ClassicalManuscripts

Peter Heslin

Manuscriptsand ScienceThe PigmentsProjectParchments andDNABeeswax andAlchemy

How

WhyCritical ApparatusStemmaCurrent DigitalEditions

Project Goals

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Critical Apparatus

Page 8: Data Mining and Classical Manuscripts › event › 822 › ... · Beeswax and Alchemy How Why Critical Apparatus Stemma Current Digital Editions Project Goals..... Project Goals

Data Miningand ClassicalManuscripts

Peter Heslin

Manuscriptsand ScienceThe PigmentsProjectParchments andDNABeeswax andAlchemy

How

WhyCritical ApparatusStemmaCurrent DigitalEditions

Project Goals

...

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Stemma

Page 9: Data Mining and Classical Manuscripts › event › 822 › ... · Beeswax and Alchemy How Why Critical Apparatus Stemma Current Digital Editions Project Goals..... Project Goals

Data Miningand ClassicalManuscripts

Peter Heslin

Manuscriptsand ScienceThe PigmentsProjectParchments andDNABeeswax andAlchemy

How

WhyCritical ApparatusStemmaCurrent DigitalEditions

Project Goals

...

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...

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...

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Current Digital Editions

Page 10: Data Mining and Classical Manuscripts › event › 822 › ... · Beeswax and Alchemy How Why Critical Apparatus Stemma Current Digital Editions Project Goals..... Project Goals

Data Miningand ClassicalManuscripts

Peter Heslin

Manuscriptsand ScienceThe PigmentsProjectParchments andDNABeeswax andAlchemy

How

WhyCritical ApparatusStemmaCurrent DigitalEditions

Project Goals

...

.

...

.

...

.

...

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...

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...

.

...

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Project Goals

A new way of visualizing manuscript differences on-screenand for automatically computing relationships betweenthem.

A mechanism for training varied book-hands automatically,on the basis of a standard edition, ideally portable betweenlanguages.

A way of reliably detecting anomalies, where the text inthe manuscript differs from that in the standard edition.

A machine-learning methodology in which the trainingdata is unreliable, but in ways that can be categorized.

Page 11: Data Mining and Classical Manuscripts › event › 822 › ... · Beeswax and Alchemy How Why Critical Apparatus Stemma Current Digital Editions Project Goals..... Project Goals

Data Miningand ClassicalManuscripts

Peter Heslin

Manuscriptsand ScienceThe PigmentsProjectParchments andDNABeeswax andAlchemy

How

WhyCritical ApparatusStemmaCurrent DigitalEditions

Project Goals

...

.

...

.

...

.

...

.

...

.

...

.

...

.

...

.

...

.

...

.

Project Goals

A new way of visualizing manuscript differences on-screenand for automatically computing relationships betweenthem.

A mechanism for training varied book-hands automatically,on the basis of a standard edition, ideally portable betweenlanguages.

A way of reliably detecting anomalies, where the text inthe manuscript differs from that in the standard edition.

A machine-learning methodology in which the trainingdata is unreliable, but in ways that can be categorized.

Page 12: Data Mining and Classical Manuscripts › event › 822 › ... · Beeswax and Alchemy How Why Critical Apparatus Stemma Current Digital Editions Project Goals..... Project Goals

Data Miningand ClassicalManuscripts

Peter Heslin

Manuscriptsand ScienceThe PigmentsProjectParchments andDNABeeswax andAlchemy

How

WhyCritical ApparatusStemmaCurrent DigitalEditions

Project Goals

...

.

...

.

...

.

...

.

...

.

...

.

...

.

...

.

...

.

...

.

Project Goals

A new way of visualizing manuscript differences on-screenand for automatically computing relationships betweenthem.

A mechanism for training varied book-hands automatically,on the basis of a standard edition, ideally portable betweenlanguages.

A way of reliably detecting anomalies, where the text inthe manuscript differs from that in the standard edition.

A machine-learning methodology in which the trainingdata is unreliable, but in ways that can be categorized.

Page 13: Data Mining and Classical Manuscripts › event › 822 › ... · Beeswax and Alchemy How Why Critical Apparatus Stemma Current Digital Editions Project Goals..... Project Goals

Data Miningand ClassicalManuscripts

Peter Heslin

Manuscriptsand ScienceThe PigmentsProjectParchments andDNABeeswax andAlchemy

How

WhyCritical ApparatusStemmaCurrent DigitalEditions

Project Goals

...

.

...

.

...

.

...

.

...

.

...

.

...

.

...

.

...

.

...

.

Project Goals

A new way of visualizing manuscript differences on-screenand for automatically computing relationships betweenthem.

A mechanism for training varied book-hands automatically,on the basis of a standard edition, ideally portable betweenlanguages.

A way of reliably detecting anomalies, where the text inthe manuscript differs from that in the standard edition.

A machine-learning methodology in which the trainingdata is unreliable, but in ways that can be categorized.