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So Many Books, So Little Time: Using Algorithms to Map the Landscape of a Discourse David Vishanoff, Associate Professor of Islamic Studies, University of Oklahoma Dave King, Founder & Chief Executive Officer, Exaptive Cairo, November 12, 2018 Bibliotheca Alexandrina and SIMAR conference “Big Data Analytics—Bridging the Gap between Theory and Practice”

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Page 1: So Many Books, So Little Time: Using Algorithms to Map the … · 2018. 11. 26. · Razi, Fakhr al-Din Ibn alfQattan Tabari Say.lari Abhari Shihab, Muhammad Quraish mutakallimun ,

So Many Books, So Little Time: Using Algorithms to Map the

Landscape of a Discourse

David Vishanoff, Associate Professor of Islamic Studies, University of OklahomaDave King, Founder & Chief Executive Officer, Exaptive

Cairo, November 12, 2018Bibliotheca Alexandrina and SIMAR conference “Big Data Analytics—Bridging the Gap between Theory and Practice”

Page 2: So Many Books, So Little Time: Using Algorithms to Map the … · 2018. 11. 26. · Razi, Fakhr al-Din Ibn alfQattan Tabari Say.lari Abhari Shihab, Muhammad Quraish mutakallimun ,
Page 3: So Many Books, So Little Time: Using Algorithms to Map the … · 2018. 11. 26. · Razi, Fakhr al-Din Ibn alfQattan Tabari Say.lari Abhari Shihab, Muhammad Quraish mutakallimun ,
Page 4: So Many Books, So Little Time: Using Algorithms to Map the … · 2018. 11. 26. · Razi, Fakhr al-Din Ibn alfQattan Tabari Say.lari Abhari Shihab, Muhammad Quraish mutakallimun ,
Page 5: So Many Books, So Little Time: Using Algorithms to Map the … · 2018. 11. 26. · Razi, Fakhr al-Din Ibn alfQattan Tabari Say.lari Abhari Shihab, Muhammad Quraish mutakallimun ,
Page 6: So Many Books, So Little Time: Using Algorithms to Map the … · 2018. 11. 26. · Razi, Fakhr al-Din Ibn alfQattan Tabari Say.lari Abhari Shihab, Muhammad Quraish mutakallimun ,
Page 7: So Many Books, So Little Time: Using Algorithms to Map the … · 2018. 11. 26. · Razi, Fakhr al-Din Ibn alfQattan Tabari Say.lari Abhari Shihab, Muhammad Quraish mutakallimun ,
Page 8: So Many Books, So Little Time: Using Algorithms to Map the … · 2018. 11. 26. · Razi, Fakhr al-Din Ibn alfQattan Tabari Say.lari Abhari Shihab, Muhammad Quraish mutakallimun ,
Page 9: So Many Books, So Little Time: Using Algorithms to Map the … · 2018. 11. 26. · Razi, Fakhr al-Din Ibn alfQattan Tabari Say.lari Abhari Shihab, Muhammad Quraish mutakallimun ,
Page 10: So Many Books, So Little Time: Using Algorithms to Map the … · 2018. 11. 26. · Razi, Fakhr al-Din Ibn alfQattan Tabari Say.lari Abhari Shihab, Muhammad Quraish mutakallimun ,
Page 11: So Many Books, So Little Time: Using Algorithms to Map the … · 2018. 11. 26. · Razi, Fakhr al-Din Ibn alfQattan Tabari Say.lari Abhari Shihab, Muhammad Quraish mutakallimun ,

Data Algorithm

Page 12: So Many Books, So Little Time: Using Algorithms to Map the … · 2018. 11. 26. · Razi, Fakhr al-Din Ibn alfQattan Tabari Say.lari Abhari Shihab, Muhammad Quraish mutakallimun ,

Data Algorithm

Insight

Page 13: So Many Books, So Little Time: Using Algorithms to Map the … · 2018. 11. 26. · Razi, Fakhr al-Din Ibn alfQattan Tabari Say.lari Abhari Shihab, Muhammad Quraish mutakallimun ,

Data Algorithm Human Collaboration

Insight

Page 14: So Many Books, So Little Time: Using Algorithms to Map the … · 2018. 11. 26. · Razi, Fakhr al-Din Ibn alfQattan Tabari Say.lari Abhari Shihab, Muhammad Quraish mutakallimun ,

Data Algorithm Visualization Human Collaboration

Insight

Page 15: So Many Books, So Little Time: Using Algorithms to Map the … · 2018. 11. 26. · Razi, Fakhr al-Din Ibn alfQattan Tabari Say.lari Abhari Shihab, Muhammad Quraish mutakallimun ,

Data Algorithm Visualization Human Collaboration

Insight

Exaptation

Page 16: So Many Books, So Little Time: Using Algorithms to Map the … · 2018. 11. 26. · Razi, Fakhr al-Din Ibn alfQattan Tabari Say.lari Abhari Shihab, Muhammad Quraish mutakallimun ,

Data Algorithm Visualization Human Collaboration

Insight

Exaptation

Page 17: So Many Books, So Little Time: Using Algorithms to Map the … · 2018. 11. 26. · Razi, Fakhr al-Din Ibn alfQattan Tabari Say.lari Abhari Shihab, Muhammad Quraish mutakallimun ,
Page 18: So Many Books, So Little Time: Using Algorithms to Map the … · 2018. 11. 26. · Razi, Fakhr al-Din Ibn alfQattan Tabari Say.lari Abhari Shihab, Muhammad Quraish mutakallimun ,
Page 19: So Many Books, So Little Time: Using Algorithms to Map the … · 2018. 11. 26. · Razi, Fakhr al-Din Ibn alfQattan Tabari Say.lari Abhari Shihab, Muhammad Quraish mutakallimun ,
Page 20: So Many Books, So Little Time: Using Algorithms to Map the … · 2018. 11. 26. · Razi, Fakhr al-Din Ibn alfQattan Tabari Say.lari Abhari Shihab, Muhammad Quraish mutakallimun ,
Page 21: So Many Books, So Little Time: Using Algorithms to Map the … · 2018. 11. 26. · Razi, Fakhr al-Din Ibn alfQattan Tabari Say.lari Abhari Shihab, Muhammad Quraish mutakallimun ,
Page 22: So Many Books, So Little Time: Using Algorithms to Map the … · 2018. 11. 26. · Razi, Fakhr al-Din Ibn alfQattan Tabari Say.lari Abhari Shihab, Muhammad Quraish mutakallimun ,
Page 23: So Many Books, So Little Time: Using Algorithms to Map the … · 2018. 11. 26. · Razi, Fakhr al-Din Ibn alfQattan Tabari Say.lari Abhari Shihab, Muhammad Quraish mutakallimun ,
Page 24: So Many Books, So Little Time: Using Algorithms to Map the … · 2018. 11. 26. · Razi, Fakhr al-Din Ibn alfQattan Tabari Say.lari Abhari Shihab, Muhammad Quraish mutakallimun ,

term2

term1

Page 25: So Many Books, So Little Time: Using Algorithms to Map the … · 2018. 11. 26. · Razi, Fakhr al-Din Ibn alfQattan Tabari Say.lari Abhari Shihab, Muhammad Quraish mutakallimun ,

term2

term1

Page 26: So Many Books, So Little Time: Using Algorithms to Map the … · 2018. 11. 26. · Razi, Fakhr al-Din Ibn alfQattan Tabari Say.lari Abhari Shihab, Muhammad Quraish mutakallimun ,

term2

term1

Page 27: So Many Books, So Little Time: Using Algorithms to Map the … · 2018. 11. 26. · Razi, Fakhr al-Din Ibn alfQattan Tabari Say.lari Abhari Shihab, Muhammad Quraish mutakallimun ,

term2

term1

term3

Page 28: So Many Books, So Little Time: Using Algorithms to Map the … · 2018. 11. 26. · Razi, Fakhr al-Din Ibn alfQattan Tabari Say.lari Abhari Shihab, Muhammad Quraish mutakallimun ,
Page 29: So Many Books, So Little Time: Using Algorithms to Map the … · 2018. 11. 26. · Razi, Fakhr al-Din Ibn alfQattan Tabari Say.lari Abhari Shihab, Muhammad Quraish mutakallimun ,
Page 30: So Many Books, So Little Time: Using Algorithms to Map the … · 2018. 11. 26. · Razi, Fakhr al-Din Ibn alfQattan Tabari Say.lari Abhari Shihab, Muhammad Quraish mutakallimun ,
Page 31: So Many Books, So Little Time: Using Algorithms to Map the … · 2018. 11. 26. · Razi, Fakhr al-Din Ibn alfQattan Tabari Say.lari Abhari Shihab, Muhammad Quraish mutakallimun ,
Page 32: So Many Books, So Little Time: Using Algorithms to Map the … · 2018. 11. 26. · Razi, Fakhr al-Din Ibn alfQattan Tabari Say.lari Abhari Shihab, Muhammad Quraish mutakallimun ,
Page 33: So Many Books, So Little Time: Using Algorithms to Map the … · 2018. 11. 26. · Razi, Fakhr al-Din Ibn alfQattan Tabari Say.lari Abhari Shihab, Muhammad Quraish mutakallimun ,
Page 34: So Many Books, So Little Time: Using Algorithms to Map the … · 2018. 11. 26. · Razi, Fakhr al-Din Ibn alfQattan Tabari Say.lari Abhari Shihab, Muhammad Quraish mutakallimun ,
Page 35: So Many Books, So Little Time: Using Algorithms to Map the … · 2018. 11. 26. · Razi, Fakhr al-Din Ibn alfQattan Tabari Say.lari Abhari Shihab, Muhammad Quraish mutakallimun ,
Page 36: So Many Books, So Little Time: Using Algorithms to Map the … · 2018. 11. 26. · Razi, Fakhr al-Din Ibn alfQattan Tabari Say.lari Abhari Shihab, Muhammad Quraish mutakallimun ,
Page 37: So Many Books, So Little Time: Using Algorithms to Map the … · 2018. 11. 26. · Razi, Fakhr al-Din Ibn alfQattan Tabari Say.lari Abhari Shihab, Muhammad Quraish mutakallimun ,
Page 38: So Many Books, So Little Time: Using Algorithms to Map the … · 2018. 11. 26. · Razi, Fakhr al-Din Ibn alfQattan Tabari Say.lari Abhari Shihab, Muhammad Quraish mutakallimun ,
Page 39: So Many Books, So Little Time: Using Algorithms to Map the … · 2018. 11. 26. · Razi, Fakhr al-Din Ibn alfQattan Tabari Say.lari Abhari Shihab, Muhammad Quraish mutakallimun ,
Page 40: So Many Books, So Little Time: Using Algorithms to Map the … · 2018. 11. 26. · Razi, Fakhr al-Din Ibn alfQattan Tabari Say.lari Abhari Shihab, Muhammad Quraish mutakallimun ,
Page 41: So Many Books, So Little Time: Using Algorithms to Map the … · 2018. 11. 26. · Razi, Fakhr al-Din Ibn alfQattan Tabari Say.lari Abhari Shihab, Muhammad Quraish mutakallimun ,

Thank you!

David [email protected]

Dave [email protected]


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