Introduction: Requirements for a Digital Ecosystem...2014/06/02  · Introduction: Requirements for...

15
Introduction: Requirements for a Digital Ecosystem Marco Büchler Göttingen Centre for Digital Humanities Lyon, France 3 rd June 2014

Transcript of Introduction: Requirements for a Digital Ecosystem...2014/06/02  · Introduction: Requirements for...

Page 1: Introduction: Requirements for a Digital Ecosystem...2014/06/02  · Introduction: Requirements for a Digital Ecosystem Marco Büchler Göttingen Centre for Digital Humanities Lyon,

Introduction:Requirements for a Digital Ecosystem

Marco BüchlerGöttingen Centre for Digital Humanities

Lyon, France3rd June 2014

Page 2: Introduction: Requirements for a Digital Ecosystem...2014/06/02  · Introduction: Requirements for a Digital Ecosystem Marco Büchler Göttingen Centre for Digital Humanities Lyon,

2

ACID for the eHumanities

Page 3: Introduction: Requirements for a Digital Ecosystem...2014/06/02  · Introduction: Requirements for a Digital Ecosystem Marco Büchler Göttingen Centre for Digital Humanities Lyon,

3

ACID for the eHumanities

Acceptance by scholars and computer scientists/developers for what we do?

Complexity of needs in the Humanities

Interoperability between data and tools

Diversity of natural language texts

Page 4: Introduction: Requirements for a Digital Ecosystem...2014/06/02  · Introduction: Requirements for a Digital Ecosystem Marco Büchler Göttingen Centre for Digital Humanities Lyon,

4

Diversity by Re-use Types

- Stability (yellow): syntactic vs. semantic

- Purpose (green)

- Size of Text Re-use (blue)

- Literary classification (light blue)

- Degree of distribution (lila)

- Written and oral transmission

Page 5: Introduction: Requirements for a Digital Ecosystem...2014/06/02  · Introduction: Requirements for a Digital Ecosystem Marco Büchler Göttingen Centre for Digital Humanities Lyon,

5

Diversity by different re-use types

Page 6: Introduction: Requirements for a Digital Ecosystem...2014/06/02  · Introduction: Requirements for a Digital Ecosystem Marco Büchler Göttingen Centre for Digital Humanities Lyon,

6

Complexity of needs in the Humanities

Page 7: Introduction: Requirements for a Digital Ecosystem...2014/06/02  · Introduction: Requirements for a Digital Ecosystem Marco Büchler Göttingen Centre for Digital Humanities Lyon,

7

Acceptance of Language ModelsInterdisciplinary collaborations: The problem!

Page 8: Introduction: Requirements for a Digital Ecosystem...2014/06/02  · Introduction: Requirements for a Digital Ecosystem Marco Büchler Göttingen Centre for Digital Humanities Lyon,

8

Acceptance of Language ModelsChange of view for understanding a Humanist‘s point

How to be accepted by humanists if text mining is a black box, that can't be

looked in?

Page 9: Introduction: Requirements for a Digital Ecosystem...2014/06/02  · Introduction: Requirements for a Digital Ecosystem Marco Büchler Göttingen Centre for Digital Humanities Lyon,

9

Acceptance of Language ModelsChange of view for understanding a Humanist‘s point

Transparency: How to provide user-friendly insights into complex mining techniques and machine learning?

Page 10: Introduction: Requirements for a Digital Ecosystem...2014/06/02  · Introduction: Requirements for a Digital Ecosystem Marco Büchler Göttingen Centre for Digital Humanities Lyon,

10

Acceptance of Language ModelsText Re-use Web Debugger: Starting point

Page 11: Introduction: Requirements for a Digital Ecosystem...2014/06/02  · Introduction: Requirements for a Digital Ecosystem Marco Büchler Göttingen Centre for Digital Humanities Lyon,

11

Acceptance of Language ModelsText Re-use Web Debugger: Preprocessing

Page 12: Introduction: Requirements for a Digital Ecosystem...2014/06/02  · Introduction: Requirements for a Digital Ecosystem Marco Büchler Göttingen Centre for Digital Humanities Lyon,

12

Acceptance of Language ModelsText Re-use Web Debugger: Featuring

Page 13: Introduction: Requirements for a Digital Ecosystem...2014/06/02  · Introduction: Requirements for a Digital Ecosystem Marco Büchler Göttingen Centre for Digital Humanities Lyon,

13

Acceptance of Language ModelsText Re-use Web Debugger: Selection

Page 14: Introduction: Requirements for a Digital Ecosystem...2014/06/02  · Introduction: Requirements for a Digital Ecosystem Marco Büchler Göttingen Centre for Digital Humanities Lyon,

14

Acceptance for the Infrastructure

- Local repository vs. Distributed system?

– Costs for integration / costs for updating of running projects

- Access to text?

– Web page / download / CTS server

- Interoperability between data and tools

- Why do you see some projects as „fails“?

– Missing requirements: formal reqs, missing „complexity & diversity?

Page 15: Introduction: Requirements for a Digital Ecosystem...2014/06/02  · Introduction: Requirements for a Digital Ecosystem Marco Büchler Göttingen Centre for Digital Humanities Lyon,

15

Requirements for a

Digital Ecosystem

are about social aspects FIRST!!!