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Tailor Made Concordancer:
(Semi-) Big Data Corpora and
Flexible Open Source Software
Some explanations – Writing Centres
www.advisori.de
2
Student Diversity
www.advisori.de
3
The Writing Centre Triangle
www.advisori.de
4
Student
Scientific
Instructor
Writing
Instructor
no communication
Missing knowledge:
 Content
 Linguistics
 Academic Traditions
Missing knowledge:
 Content
 Linguistics
 Academic Traditions
A Missmatch in Communication
www.advisori.de
5
A Chinese student
of mechanical engineering
writing a bachelors‘s thesis
in German
A German language instructor
with a masters degree
in social sciences
No idea of mechanical engineering in
terms of content & academic traditions
No idea of German meta language &
German academic traditions
An Example
• Which verb goes together with “regression”:
a. Fit
b. Estimate
c. Calculate
d. Predict
e. Compute
f. I-hope-it-is-not-contagious
www.advisori.de
6
Solution Strategies
• Ask a dictionary
• Ask Google
• Ask the student
• Ask someone else
• Have a look at the respective literature
There are no specialised dictionaries
How would you?
She/he does not know
Your colleagues know as much as you know
A good starting point
www.advisori.de
7
Old-Fashioned Knowledge Mining
www.advisori.de
8
Corpus-Linguistics / Text-Mining for automated Knowledge Generation
www.advisori.de
9
The Task
Design, programme and implement a tool
that helps language instructors
working at writing centres
to support students
writing in a foreign language
www.advisori.de
10
Some Challanges
• No one wants to use a programme with such a syntax:
• [a-z]*[vbp]s[a-zs]*sregression[a-z]
• Sentence boundaries need to be respected
• It needs to run online, offline, on Windows, Windows Server, Linux, Linux Servers and Mac (hey why
not on a smartphone as well)
• It needs to be easily maintainable
• It needs to return high quality results without being to techy regarding IT and linguistic special terms
• It needs to be cheap (i.e. for free)
• It needs to work with German, English and Russian texts
www.advisori.de
11
The Hannover Concordancer – A Joint Venture
www.advisori.de
12
The Architecture
www.advisori.de
13
Texts
Metadata
LSA Database
Local / Remote Server Client
Text Preparation Workflow
www.advisori.de
14
PDF TXT XML RData DB
RData Index
Texts
Meta Information
Document Term Matrix
BackendPre-Processing
Query Input and Programme Output
www.advisori.de
15
KWIC
Collocations
N-Grams
Readings
LSA Associations
Frequencies
Complexity
Words Lemmata POS Tags Of each up to 5 One Corpus Two Corpora
Complexity
Output:
Query Input:
Contact Details
www.advisori.de
16
Feel free to contact me:
Via E-Mail: tobias.gaertner@advisori.de
On Xing: https://www.xing.com/profile/Tobias_Gaertner35
On LinkedIn: https://www.linkedin.com/in/tobias-g%C3%A4rtner-b11205125/
Did you know we are hiring?

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"Tailor Made Concordancer: (Semi-) Big Data Corpora and Flexible Open Source Software", Tobias Gärtner, Consultant Big Data at Advisori FTC GmbH

  • 1. Tailor Made Concordancer: (Semi-) Big Data Corpora and Flexible Open Source Software
  • 2. Some explanations – Writing Centres www.advisori.de 2
  • 4. The Writing Centre Triangle www.advisori.de 4 Student Scientific Instructor Writing Instructor no communication Missing knowledge:  Content  Linguistics  Academic Traditions Missing knowledge:  Content  Linguistics  Academic Traditions
  • 5. A Missmatch in Communication www.advisori.de 5 A Chinese student of mechanical engineering writing a bachelors‘s thesis in German A German language instructor with a masters degree in social sciences No idea of mechanical engineering in terms of content & academic traditions No idea of German meta language & German academic traditions
  • 6. An Example • Which verb goes together with “regression”: a. Fit b. Estimate c. Calculate d. Predict e. Compute f. I-hope-it-is-not-contagious www.advisori.de 6
  • 7. Solution Strategies • Ask a dictionary • Ask Google • Ask the student • Ask someone else • Have a look at the respective literature There are no specialised dictionaries How would you? She/he does not know Your colleagues know as much as you know A good starting point www.advisori.de 7
  • 9. Corpus-Linguistics / Text-Mining for automated Knowledge Generation www.advisori.de 9
  • 10. The Task Design, programme and implement a tool that helps language instructors working at writing centres to support students writing in a foreign language www.advisori.de 10
  • 11. Some Challanges • No one wants to use a programme with such a syntax: • [a-z]*[vbp]s[a-zs]*sregression[a-z] • Sentence boundaries need to be respected • It needs to run online, offline, on Windows, Windows Server, Linux, Linux Servers and Mac (hey why not on a smartphone as well) • It needs to be easily maintainable • It needs to return high quality results without being to techy regarding IT and linguistic special terms • It needs to be cheap (i.e. for free) • It needs to work with German, English and Russian texts www.advisori.de 11
  • 12. The Hannover Concordancer – A Joint Venture www.advisori.de 12
  • 14. Text Preparation Workflow www.advisori.de 14 PDF TXT XML RData DB RData Index Texts Meta Information Document Term Matrix BackendPre-Processing
  • 15. Query Input and Programme Output www.advisori.de 15 KWIC Collocations N-Grams Readings LSA Associations Frequencies Complexity Words Lemmata POS Tags Of each up to 5 One Corpus Two Corpora Complexity Output: Query Input:
  • 16. Contact Details www.advisori.de 16 Feel free to contact me: Via E-Mail: tobias.gaertner@advisori.de On Xing: https://www.xing.com/profile/Tobias_Gaertner35 On LinkedIn: https://www.linkedin.com/in/tobias-g%C3%A4rtner-b11205125/ Did you know we are hiring?