November 18, 2015 NISO Webinar: Text Mining: Digging Deep for Knowledge
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The HathiTrust Research Center: Enabling New Knowledge Through Shared Infrastructure Robert McDonald - HathiTrust Research Center Executive committee member; Associate Dean for Library Technologies, Indiana University
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November 18, 2015 NISO Webinar: Text Mining: Digging Deep for Knowledge
- 1. The HathiTrust Research Center: Enabling New Knowledge Through Shared Infrastructure NISO Webinar| 11.18.15 Robert H. McDonald | Associate Dean | Indiana University Miao Chen |Assistant Director for Outeach| HTRC Eleanor Dickson | HTRC DH Specialist | University of Illinois Tweet us - @HathiTrust #HTRC HATHI TRUST RESEARCH CENTER Tweet us - @HathiTrust #HTRC
- 3. Today’s Outline • Overview of HTRC and Services • Challenges for Text Mining in HT • Use Cases – Distant Reading • Scholars Commons and HTRC • Upcoming Events
- 4. • Repository – 13+ million volumes | 3+ billion pages – 50% of volumes are in English – Material from the 15th C. on | 20th C. concentration – 70% in copyright or undetermined | 30% open • Interface – Search and read books in the public domain About the HathiTrust Digital Library
- 9. HathiTrust Research Center Ecosystem
- 10. Non-Consumptive Research Paradigm • No action or set of actions on part of users, either acting alone or in cooperation with other users over duration of one or multiple sessions can result in sufficient information gathered from collection of copyrighted works to reassemble pages from collection. • Definition disallows collusion between users, or accumulation of material over time. Differentiates human researcher from proxy which is not a user. Users are human beings.
- 13. HT Points of Access • HathiTrust Digital Library – HT data request – HathiFiles – Bib and Data APIs • HTRC datasets – Extracted Features dataset • https://sharc.hathitrust.org/features – Genre in English Language Literature (Underwood) • http://bit.ly/1LYGqtw • HTRC Data Capsule • HTRC Portal and Workset Builder
- 14. HT Points of Access • HathiTrust Digital Library – HT data request – HathiFiles – Bib and Data APIs • HTRC datasets – Extracted Features dataset • https://sharc.hathitrust.org/features – Genre in English Language Literature (Underwood) • http://bit.ly/1LYGqtw • HTRC Data Capsule • HTRC Portal and Workset Builder
- 15. 1. Secure Portal Access 2. Data Capsule Access 3. Feature Extraction Services HTRC Approaches
- 16. HTRC Data Capsule Videos • http://www.screencast.com/t/tboBALeGMgZ – Video 1 – • http://www.screencast.com/t/WptYpXmpA – Video 2 • http://www.screencast.com/t/tg97zgw0UPsH – Video 3 • http://www.screencast.com/t/LnPg3ZNNpisi
- 17. USE CASE HTRC Extracted Feature Set
- 18. DISTANT READING MORETTI-STANFORD http://bit.ly/distant-readingcc: chrismar - https://www.flickr.com/photos/14334258@N00 Understanding literature not by studying particular texts, but by aggregating and analyzing massive amounts of data.
- 19. NEW INTERFACES Allen and Murdock – Indiana University cc: caseorganic - https://www.flickr.com/photos/28980639@N02
- 20. NEW INTERFACES Chris Forster – Syracuse University cc: caseorganic - https://www.flickr.com/photos/28980639@N02
- 21. NEW INTERFACES Jonathan Goodwin – Univ of Louisiana cc: caseorganic - https://www.flickr.com/photos/28980639@N02
- 22. Scholarly Commons and Outreach • Design, Development and Delivery • Outreach Activities • Education Activities
- 23. Scholarly Commons: Education • “Digging Deeper, Reaching Further: Libraries Empowering Users to Mine the HT DL Resources” • IMLS Laura Bush 21st Century Librarian Program • Led by Harriett Green (Illinois) • Collaborating institutions: • University of Illinois (CIC-HT) • Indiana University (CIC-HT) • University of North Carolina (Chapel Hill) (HT) • Lafayette College (HT) • Northwestern University (CIC-HT)
- 24. HTRC Resources • Step by step tutorial for HTRC Data Capsule – https://wiki.htrc.illinois.edu/pages/viewpage.actio n?pageId=22085965 (on HTRC Knowledge Base) • To use Data Capsule, sign up and log into the HTRC portal – https://sharc.hathitrust.org
- 26. HTRC@Events • SuperComputing 15 – (Nov 16-19, 2015) • Chicago Colloquium on Digital Humanities & Computer Science – (Nov 13-15, 2015) • Modern Language Association – (Jan 7-10, 2015) • DHSI Summer Institute Workshop – (June 5, 2016) HATHI TRUST RESEARCH CENTER
- 27. Many thanks … HTRC IU Team • Beth Plale (PI) • Robert H. McDonald • Miao Chen • Guangchen Ruan • Zong Peng • Milinda Pathirage • Samitha Liyanage • Jiaan Zeng • Zong Peng • Leena Unnikrishnan • Nicholae Cline • Leanne Mobley HTRC UIUC Team • J. Stephen Downie (PI) • Beth Namachchivaya • Megan Senseney • Sayan Bhattacharyya • Loretta Auvil • Boris Capitanu • Harriet Green • Eleanor Dickson
- 28. Photo by Marcus Ramberg - Creative Commons Attribution-NonCommercial License https://www.flickr.com/photos/40021607@N00 Created with Haiku Deck
- 29. THANKS #NISO | #HTRC | @HATHITRUST cc: nateOne - https://www.flickr.com/photos/49998984@N00
Editor's Notes
- 18. 11. 2015
- The Scholarly Commons component of HTRC involves librarians and informatics professionals at Indiana, Illinois, and other institutions collaborating to provide baseline education and research consultations to support researchers get their text data mining research off the ground Focus on improving the user eXperience through user requirements study: conducted seven interviews for the User Requirements Study, with plans to complete 15-20 interviews through Fall 2015 Outreach activities: In addition to the annual HTRC UnCamp outreach event, HTRC representatives gave more than 35 presentations or workshops in 7 countries this year. 6 workshops were taught at venues both local and national. Local workshops were presented at Illinois and Indiana. Conference workshops: HASTAC 2015, the Modern Language Association Annual Convention 2015, and the 2015 Joint Conference on Digital Libraries. 29 talks or lectures were presented at professional conferences across a number of disciplines, including: Supercomputing 2014, the 2015 Joint Conference on Digital Libraries (papers and a keynote address), and Digital Humanities 2015. 128 people from 24 institutions attended the HT/HTRC UnCamp held March 2015 in Ann Arbor, MI. Education activities: development of workshops in the spring of 2015 facilitated a burst of national and international workshop activity this summer. hope to deliver at Committee on Institutional Cooperation (CIC) libraries. The idea is to begin with the CIC institutions, gain feedback, refine the workshops, and then expand to the broader HT member library community.
- IMLS Laura Bush 21st Century Librarian grant: Led by HTRC associate, Harriett Green, and along with librarians at Indiana University, Northwestern University, University of North Carolina at Chapel-Hill, Lafayette College, the HTRC, has just been awarded an Institute for Museum and Library Services Laura Bush 21st Century Librarian grant entitled, “Digging Deeper Reaching Further, Libraries Empowering Users to Mine the HathiTrust Digital Library Resources.” This project, with an award amount of $398,845, runs from October 1, 2015 to September 30, 2018 and is intended to develop a shared curriculum for use in academic libraries including a train-the-trainer series designed to assist librarians in getting started with the tools, services, and related research methodologies of the HTRC.