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The Metadata is the Message
Assessing, Curating and Publishing Data
for the Humanities
Ashley M. Clark
Digital Scholarship Group
Northeastern University Libraries
Cultures of Reception
● Initiative to transcribe and publish texts responding to early modern works by
women
● Collected documents include:
○ Reviews (theatrical and literary)
○ Extracts
○ Essays
○ Biographies
● As part of the transcription process, encoders:
○ Note the original source of the document;
○ Identify the work(s) by women mentioned or reviewed;
○ Identify the women creators mentioned or reviewed;
○ Tag the document with relevant themes, formats, and genres; and
○ Classify the reception of the main work on a positive-negative scale.
Background
● Cultures of Reception was funded by the National Endowment for the
Humanities
● The Women Writers Project (WWP) began work on this initiative in 2010 at
Brown University
● In 2013, the WWP moved to Northeastern University Libraries' Digital
Scholarship Group (DSG)
● Transcription for Cultures of Reception continued at Northeastern, with an
entirely new group of encoders
The State of the Data
● Transcription records were created by encoders in a web interface
● Records stored in CouchDB as JSON objects
● Pain points for WWP:
○ Transcription accomplished with the help of buttons to insert basic XML tags, but:
■ no pretty printing,
■ no well-formedness checks
○ CouchDB requires Javascript knowledge for querying
○ Inconsistent names and titles, for example:
■ "Horace Juvenal" is the same person as
■ "Mary Darby Robinson" is the same person as
■ "Mary Robinson"
Transcription Interface
Sample JSON Record
An Example from the Corpus
1. The Women Writers Project's transcription of
2. "Art. VII. The Wild Irish Girl; a National Tale. By Miss Owenson..." in
volume ns 57 of The Monthly Review; or Literary Journal, which
reviews
3. The London edition of Lady Morgan's The Wild Irish Girl, published
in 1806 by Sir Richard Philips.
Publication Challenges
● 690 transcriptions of "reviews"
● Users are unlikely to want to find any one particular review
● Users are very likely to want to explore reviews by
○ Reviewed or mentioned author,
○ Reviewed or mentioned work,
○ Source book or periodical,
○ Publication location,
○ Tags (e.g. theme)
Data cleanup
● For longevity within the WWP:
○ Exported records into TEI-encoded XML;
○ Placed records under version control;
○ Created descriptive filenames for reference and display
● For findability:
○ Created canonical metadata entries for authors, works, and sources;
○ Ensured transcription records included identifier references to the canonical entries of subjects of
interest
● For readability:
○ Created descriptive transcription record name
○ Created shorthand titles of works and sources
○ Minimally tidied TEI encoding
Sample Bibliography Entry
Referencing from Reviews
Women Writers in Review
● The web publication for the Cultures of Reception corpus
● Emphasis on discovery and exploration through links and faceting
● Powered by the same API available to researchers for data access
● Future plans:
○ Incorporate visualizations
○ Highlight temporal and geographic shifts
○ Clean up XML encoding for share-ability
Women Writers in Review
Women Writers in Review
Thank you!
as.clark@northeastern.edu
wwp.northeastern.edu/review
wwp.northeastern.edu/blog
@Nuwwp

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Clark - Metadata is the Message

  • 1. The Metadata is the Message Assessing, Curating and Publishing Data for the Humanities Ashley M. Clark Digital Scholarship Group Northeastern University Libraries
  • 2. Cultures of Reception ● Initiative to transcribe and publish texts responding to early modern works by women ● Collected documents include: ○ Reviews (theatrical and literary) ○ Extracts ○ Essays ○ Biographies ● As part of the transcription process, encoders: ○ Note the original source of the document; ○ Identify the work(s) by women mentioned or reviewed; ○ Identify the women creators mentioned or reviewed; ○ Tag the document with relevant themes, formats, and genres; and ○ Classify the reception of the main work on a positive-negative scale.
  • 3. Background ● Cultures of Reception was funded by the National Endowment for the Humanities ● The Women Writers Project (WWP) began work on this initiative in 2010 at Brown University ● In 2013, the WWP moved to Northeastern University Libraries' Digital Scholarship Group (DSG) ● Transcription for Cultures of Reception continued at Northeastern, with an entirely new group of encoders
  • 4. The State of the Data ● Transcription records were created by encoders in a web interface ● Records stored in CouchDB as JSON objects ● Pain points for WWP: ○ Transcription accomplished with the help of buttons to insert basic XML tags, but: ■ no pretty printing, ■ no well-formedness checks ○ CouchDB requires Javascript knowledge for querying ○ Inconsistent names and titles, for example: ■ "Horace Juvenal" is the same person as ■ "Mary Darby Robinson" is the same person as ■ "Mary Robinson"
  • 7. An Example from the Corpus 1. The Women Writers Project's transcription of 2. "Art. VII. The Wild Irish Girl; a National Tale. By Miss Owenson..." in volume ns 57 of The Monthly Review; or Literary Journal, which reviews 3. The London edition of Lady Morgan's The Wild Irish Girl, published in 1806 by Sir Richard Philips.
  • 8. Publication Challenges ● 690 transcriptions of "reviews" ● Users are unlikely to want to find any one particular review ● Users are very likely to want to explore reviews by ○ Reviewed or mentioned author, ○ Reviewed or mentioned work, ○ Source book or periodical, ○ Publication location, ○ Tags (e.g. theme)
  • 9. Data cleanup ● For longevity within the WWP: ○ Exported records into TEI-encoded XML; ○ Placed records under version control; ○ Created descriptive filenames for reference and display ● For findability: ○ Created canonical metadata entries for authors, works, and sources; ○ Ensured transcription records included identifier references to the canonical entries of subjects of interest ● For readability: ○ Created descriptive transcription record name ○ Created shorthand titles of works and sources ○ Minimally tidied TEI encoding
  • 12. Women Writers in Review ● The web publication for the Cultures of Reception corpus ● Emphasis on discovery and exploration through links and faceting ● Powered by the same API available to researchers for data access ● Future plans: ○ Incorporate visualizations ○ Highlight temporal and geographic shifts ○ Clean up XML encoding for share-ability