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BOUTIQUE BIG DATA
Understanding 19th-Century Reprint Culture With Plagiarism Detection Software
M. H. Beals (ORCID: 0000-0002-2907-3313)
Loughborough University
@MHBEALS
THE HISTORICAL PROBLEM
• Culture of Reprinting in 18th and 19th Centuries
• Inconsistent Attribution
• Inconsistent Survival of Network Components
• Limited Historiographical Resources
Image Courtesy of Mike Licht (CC BY) at https://www.flickr.com/photos/notionscapital/2313507405
SEARCH AND TRANSCRIBE
Left Image Courtesy of Dan Tantrum (CC BY NC ND) at https://www.flickr.com/photos/tantrum_dan/2344581860
Meta Data
Page Text
COPYFIND REPRINT DETECTION
• Freeware Programme Developed by Lou Bloomfield
http://plagiarism.bloomfieldmedia.com/z-wordpress/software/copyfind/
• Highly Customisable Search As Well as Open Source
• Measures Left, Right and Overall Matches
• Displays Left-Right Comparisons of Text
• Extremely Effective at Discovering OCR-Transcribed Matches
Image Courtesy of the Lou Bloomfield at http://rabi.phys.virginia.edu/lab3e/
COPYFIND REPRINT DETECTION
• Freeware Programme Developed by Lou Bloomfield
http://plagiarism.bloomfieldmedia.com/z-wordpress/software/copyfind/
• Highly Customisable Search As Well as Open Source
• Measures Left, Right and Overall Matches
• Displays Left-Right Comparisons of Text
• Extremely Effective at Discovering OCR-Transcribed Matches
Image Courtesy of the Lou Bloomfield at http://rabi.phys.virginia.edu/lab3e/
ESTABLISHING LIKELY CANDIDATES
• Single Year (1810-1819) Contained over 200,000 Possible Matches
• Removed Internal (Same Title) Reprints
• Restricted Match Size (90 Right, 90 Left or 160 Overall)
• Restricted Date Separation (200 Days)
1810 1811 1812 1813
1814 1815 1816 1817
DIRECTIONALITY
• Reprint Maps are Non-Linear, Similar to
Phytogenic Trees
• Paths of Specific Branches Dictated by
Date, Content, Errors
• Similar Method to Meme-Tracking
(Adamic et al, 2014)
• Attributions Are Often Red Herrings
1818-1819
“WITHIN THIS COLLECTION”
WWW.SCISSORSANDPASTE.NET
WWW.GITHUB.COM/MHBEALS/SCISSORSANDPASTE
THANK YOU
M. H. Beals (ORCID: 0000-0002-2907-3313)
Loughborough University
@MHBEALS

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Boutique Big Data: Understanding 19th-Century Reprint Culture With Plagiarism Detection Software

  • 1. BOUTIQUE BIG DATA Understanding 19th-Century Reprint Culture With Plagiarism Detection Software M. H. Beals (ORCID: 0000-0002-2907-3313) Loughborough University @MHBEALS
  • 2. THE HISTORICAL PROBLEM • Culture of Reprinting in 18th and 19th Centuries • Inconsistent Attribution • Inconsistent Survival of Network Components • Limited Historiographical Resources Image Courtesy of Mike Licht (CC BY) at https://www.flickr.com/photos/notionscapital/2313507405
  • 3. SEARCH AND TRANSCRIBE Left Image Courtesy of Dan Tantrum (CC BY NC ND) at https://www.flickr.com/photos/tantrum_dan/2344581860
  • 5.
  • 6. COPYFIND REPRINT DETECTION • Freeware Programme Developed by Lou Bloomfield http://plagiarism.bloomfieldmedia.com/z-wordpress/software/copyfind/ • Highly Customisable Search As Well as Open Source • Measures Left, Right and Overall Matches • Displays Left-Right Comparisons of Text • Extremely Effective at Discovering OCR-Transcribed Matches Image Courtesy of the Lou Bloomfield at http://rabi.phys.virginia.edu/lab3e/
  • 7.
  • 8. COPYFIND REPRINT DETECTION • Freeware Programme Developed by Lou Bloomfield http://plagiarism.bloomfieldmedia.com/z-wordpress/software/copyfind/ • Highly Customisable Search As Well as Open Source • Measures Left, Right and Overall Matches • Displays Left-Right Comparisons of Text • Extremely Effective at Discovering OCR-Transcribed Matches Image Courtesy of the Lou Bloomfield at http://rabi.phys.virginia.edu/lab3e/
  • 9.
  • 10. ESTABLISHING LIKELY CANDIDATES • Single Year (1810-1819) Contained over 200,000 Possible Matches • Removed Internal (Same Title) Reprints • Restricted Match Size (90 Right, 90 Left or 160 Overall) • Restricted Date Separation (200 Days)
  • 11. 1810 1811 1812 1813 1814 1815 1816 1817
  • 12. DIRECTIONALITY • Reprint Maps are Non-Linear, Similar to Phytogenic Trees • Paths of Specific Branches Dictated by Date, Content, Errors • Similar Method to Meme-Tracking (Adamic et al, 2014) • Attributions Are Often Red Herrings
  • 17. THANK YOU M. H. Beals (ORCID: 0000-0002-2907-3313) Loughborough University @MHBEALS