Text Analyzer: a New Way to Search from JSTOR Labs

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JSTOR Labs, an experimental product development group at JSTOR, has been working on a new form of search, in which users can upload their own document and search using that. Scholars can upload near-finished manuscripts as a way to complete a literature review, and students can enter the few pages of a work-in-progress paper to find scholarship they'll need to finish it. In this Lightning Round, I will demonstrate this new tool and the technology that powers it, as well as step through the "design thinking" and rapid prototyping processes that led to its development.

TEXT ANALYZER:
A NEW WAY TO SEARCH,
FROM JSTOR LABS
DPLAfest 2017
20 April 2017
Alex Humphreys
@abhumphreys

JSTOR Labs works with partner publishers, libraries and
labs to create tools for researchers, teachers and students
that are immediately useful – and a little bit magical.

INTRODUCING…
www.jstor.org/analyze

UNDER THE HOOD
1. Extract Text
a. From many textual
formats (pdf, word, et
al)
b. OCR, if needed (e.g. a
picture of a page in a
magazine)
2. Identify Terms
a. Topics: JSTOR
Thesaurus & an LDA
Topic Model
b. Entities: Alchemy
(Watson), OpenCalais,
Stanford, Apache
3. Generate Results
a. TF-IDF to select 5 terms
b. “OR” search
c. Relevance ranked based
on “equalizer”

HOW WE BUILT IT
The Design Squiggle, by Damien Newman:
http://cargocollective.com/central/The-Design-Squiggle/

THE SEED…
The Design Squiggle, by Damien Newman:
http://cargocollective.com/central/The-Design-Squiggle/

CONCEPT TESTING...
The Design Squiggle, by Damien Newman:
http://cargocollective.com/central/The-Design-Squiggle/

ITERATING ON
INTERACTION DESIGN
The Design Squiggle, by Damien Newman:
http://cargocollective.com/central/The-Design-Squiggle/

RELEASE AS A JSTOR BETA…
The Design Squiggle, by Damien Newman:
http://cargocollective.com/central/The-Design-Squiggle/

WE’RE STILL REFINING...
The Design Squiggle, by Damien Newman:
http://cargocollective.com/central/The-Design-Squiggle/

THANK YOU!
For more information:
web: labs.jstor.org
email: alex.humphreys@ithaka.org
twitter: @abhumphreys

APPENDIX
(OPEN IN CASE OF NO
INTERNET CONNECTION)

Text Analyzer: a New Way to Search from JSTOR Labs

Text Analyzer: a New Way to Search from JSTOR Labs

Text Analyzer: a New Way to Search from JSTOR Labs

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Text Analyzer: a New Way to Search from JSTOR Labs

1. TEXT ANALYZER: A NEW WAY TO SEARCH, FROM JSTOR LABS DPLAfest 2017 20 April 2017 Alex Humphreys @abhumphreys

2. JSTOR Labs works with partner publishers, libraries and labs to create tools for researchers, teachers and students that are immediately useful – and a little bit magical.

3. INTRODUCING… www.jstor.org/analyze

4. UNDER THE HOOD 1. Extract Text a. From many textual formats (pdf, word, et al) b. OCR, if needed (e.g. a picture of a page in a magazine) 2. Identify Terms a. Topics: JSTOR Thesaurus & an LDA Topic Model b. Entities: Alchemy (Watson), OpenCalais, Stanford, Apache 3. Generate Results a. TF-IDF to select 5 terms b. “OR” search c. Relevance ranked based on “equalizer”

5. HOW WE BUILT IT The Design Squiggle, by Damien Newman: http://cargocollective.com/central/The-Design-Squiggle/

6. THE SEED… The Design Squiggle, by Damien Newman: http://cargocollective.com/central/The-Design-Squiggle/

7. CONCEPT TESTING... The Design Squiggle, by Damien Newman: http://cargocollective.com/central/The-Design-Squiggle/

8. ITERATING ON INTERACTION DESIGN The Design Squiggle, by Damien Newman: http://cargocollective.com/central/The-Design-Squiggle/

9. RELEASE AS A JSTOR BETA… The Design Squiggle, by Damien Newman: http://cargocollective.com/central/The-Design-Squiggle/

10. WE’RE STILL REFINING... The Design Squiggle, by Damien Newman: http://cargocollective.com/central/The-Design-Squiggle/

11. THANK YOU! For more information: web: labs.jstor.org email: alex.humphreys@ithaka.org twitter: @abhumphreys

12. APPENDIX (OPEN IN CASE OF NO INTERNET CONNECTION)