SlideShare a Scribd company logo
1 of 28
The Open-Source FLAX Language System
Alannah Fitzgerald
Shaoqun Wu
Ian H. Witten
Xiaofeng Yu
The eBook of FLAX
“FLAX (Flexible Language Acquisition) is
both a vision and a tool that you can use for
language learning. The Web contains
innumerable language activities, quizzes,
and games, but they are fixed: the activities
are cast in stone and the material is chosen
by others. Our vision is to put the control
back where it belongs, in the hands of
teachers and learners.”
WHO ARE WE IN THIS FLAX
RESEARCH & DEVELOPMENT
COLLABORATION?
FLAX Language at Waikato University
http://flax.nzdl.org FLAX image by permission of non-commercial reuse by Jane Galloway
FLAX Language Project at the
Greenstone Digital Library Lab,
Waikato University NZ
Professor Ian Witten
FLAX Project Lead
Dr Shaoqun Wu
FLAX Project Lead Researcher & Developer
Research on Open FLAX Collections
http://oerresearchhub.org/
Alannah Fitzgerald
Open Fellow with OERRH
FLAX Language & Open
Education Researcher
OPEN SOURCE LANGUAGE TOOLS
DEVELOPMENT
FLAX Digital
Library
Collections
Collocations
database
Glossary
Open
Educational
Resources
Google-esque Interface Designs
Designed for the non-expert corpus user, namely:
learners, teachers, subject academics, instructional
designers and language resource developers.
Introducing the Wikipedia Miner Toolkit
(Milne & Witten, 2013)
Building Interactivity into
FLAX Language Collections
FLAX Activities Continued
Free Android Apps
FLAX Across Platforms
• FLAX Website flax.nzdl.org for hosting open online
language collections
• Building directly onto the Web with OER
• FLAX multilingual open-source software for download
• Set up your own FLAX server online or;
• Build collections offline for use on your PC
• FLAX Android app for download
• Interact with game-based FLAX collections while on the go
• FLAX for MOODLE plug-in for download
• FLAX for MOOC Platforms?
• FLAX in conjunction with translation technologies?
DOMAIN-SPECIFIC OPEN
LANGUAGE COLLECTIONS BUILDING
The eBook of FLAX
“FLAX enables teachers to build bespoke
libraries very easily. It is built upon powerful
digital library technology, and provides access to
vast linguistic resources containing countless
examples of actual, authentic, usage in
contemporary text. But teachers can also build
collections using their own material, focusing
on language learning in a particular domain
(e.g., business, law) or motivating students by
using text from a particular context (e.g.,
country or region, common interests).”
Working with Full Texts
Wikify Your Collections
Domain-specific Collocations
We focus on lexical collocations with noun-based
structures because they are the most salient and
important patterns in domain-specific text.
Collocations from the English Common Law MOOC:
• verb + noun e.g. abolish judicial review
• noun + noun e.g. precedent case
• adjective + noun e.g. common law
• noun + of + noun e.g. court of appeal
Lexical Bundles
“Lexical bundles” are multi-word sequences with distinctive
syntactic patterns and discourse functions that are commonly
used in academic prose (Biber & Barbieri, 2007; Biber et al,
2003, 2004).
Bundles from British Law Report Corpus (BLaRC):
• noun phrase + of e.g. In the course of his
• prepositional phrase + of e.g. on the part of the
• it + verb/adjective phrase e.g. it is common ground that
• be + noun/adjective phrase e.g. be taken into account in
• verb phrase + that e.g. There is no doubt that
Lexical Bundles
Collocations Within Collections
Linking to the FLAX Learning Collocations
Collection (Wikipedia, BNC, BAWE)
Good Ol’ Part-Of-Speech Tagging
References
• Biber, D., Conrad, S., & Cortes, V. (2003). Lexical bundles in
speech and writing: an initial taxonomy. In A. Wilson, P.
Rayson, & T. McEnery (Eds.), Corpus linguistics by the lune:
A festschrift for Geoffrey Leech (pp. 71–92).
Frankfurt/Main: Peter Lang.
• Biber, D., Conrad, S., & Cortes, V. (2004). If you look at . . .:
lexical bundles in university teaching and textbooks.
Applied Linguistics, 25, 371–405. Biber, D. (2006). University
Language, A corpus-based study of spoken and written
registers. John Benjamins, Amsterdam.
• Biber, D., Barbieri F. (2007). Lexical bundles in university
spoken and written registers. English for Specific Purpose,
26, 263–286.
• Milne, D. & Witten, I.H. (2013). An open-source toolkit for
mining Wikipedia. Artificial Intelligence, 194, 222-239.
Look Out for FLAX in April with
Russell Stannard’s - Teacher Training Videos
http://www.teachertrainingvideos.com
Thank You
FLAX Language Project & Software Downloads: http://flax.nzdl.org/
The How-to eBook of FLAX: http://flax-
doc.nzdl.org/BOOK_OF_FLAX/BookofFLAX%20fullsize%20with%20links.pdf
FLAX Game-based Apps for Android:
https://play.google.com/store/apps/developer?id=FLAX%20TEAM&hl=en
Alannah Fitzgerald: a_fitzg@education.concordia.ca
Shaoqun Wu: shaoqun@waikato.ac.nz
Ian Witten: ihw@cs.waikato.ac.nz
Xiaofeng (Alex) Yu: Alex.Yu@wintec.ac.nz
OER Research Hub: http://oerresearchhub.org/
TOETOE Technology for Open English Blog: www.alannahfitzgerald.org
Slideshare: http://www.slideshare.net/AlannahOpenEd/
Twitter: @AlannahFitz

More Related Content

Similar to The Open-Source FLAX Language System

Resources at the Interface of Openness for Academic English
Resources at the Interface of Openness for Academic EnglishResources at the Interface of Openness for Academic English
Resources at the Interface of Openness for Academic English
The Open Education Consortium
 
Flexible Open Language Education for a Multicultural World
Flexible Open Language Education for a Multicultural WorldFlexible Open Language Education for a Multicultural World
Flexible Open Language Education for a Multicultural World
The Open Education Consortium
 
Corpus linguistics
Corpus linguisticsCorpus linguistics
Corpus linguistics
Raul Vargas
 
LEXICOGRAPHY
LEXICOGRAPHY LEXICOGRAPHY
LEXICOGRAPHY
mimisy
 

Similar to The Open-Source FLAX Language System (20)

Resources at the Interface of Openness for Academic English
Resources at the Interface of Openness for Academic EnglishResources at the Interface of Openness for Academic English
Resources at the Interface of Openness for Academic English
 
Resources at the Interface of Openness for Academic English
Resources at the Interface of Openness for Academic EnglishResources at the Interface of Openness for Academic English
Resources at the Interface of Openness for Academic English
 
FLAX Weaving with Oxford Open Educational Resources: Open Practices for Engli...
FLAX Weaving with Oxford Open Educational Resources: Open Practices for Engli...FLAX Weaving with Oxford Open Educational Resources: Open Practices for Engli...
FLAX Weaving with Oxford Open Educational Resources: Open Practices for Engli...
 
Resources at the Interface of Openness for Academic English
Resources at the Interface of Openness for Academic EnglishResources at the Interface of Openness for Academic English
Resources at the Interface of Openness for Academic English
 
Oh, what a BAWE! The British Academic Written English corpus
Oh, what a BAWE! The British Academic Written English corpusOh, what a BAWE! The British Academic Written English corpus
Oh, what a BAWE! The British Academic Written English corpus
 
Flexible Open Language Education for a Multicultural World
Flexible Open Language Education for a Multicultural WorldFlexible Open Language Education for a Multicultural World
Flexible Open Language Education for a Multicultural World
 
Bridging Formal and Informal Learning for Second Language Writing in FLAX
Bridging Formal and Informal Learning for Second Language Writing in FLAX Bridging Formal and Informal Learning for Second Language Writing in FLAX
Bridging Formal and Informal Learning for Second Language Writing in FLAX
 
Downstream with Open Educational Resources and Practices: rEAPing the rewards...
Downstream with Open Educational Resources and Practices: rEAPing the rewards...Downstream with Open Educational Resources and Practices: rEAPing the rewards...
Downstream with Open Educational Resources and Practices: rEAPing the rewards...
 
Delhi University OER for ELT Collections Building
Delhi University OER for ELT Collections BuildingDelhi University OER for ELT Collections Building
Delhi University OER for ELT Collections Building
 
O 083 LibreTexts: Building, maintaining and sustaining a community OER Project
O 083 LibreTexts: Building, maintaining and sustaining a community OER ProjectO 083 LibreTexts: Building, maintaining and sustaining a community OER Project
O 083 LibreTexts: Building, maintaining and sustaining a community OER Project
 
Corpus approaches to discourse analysis
Corpus approaches to discourse analysisCorpus approaches to discourse analysis
Corpus approaches to discourse analysis
 
The PhD Abstracts Collections in FLAX: Academic English with the Open Access ...
The PhD Abstracts Collections in FLAX: Academic English with the Open Access ...The PhD Abstracts Collections in FLAX: Academic English with the Open Access ...
The PhD Abstracts Collections in FLAX: Academic English with the Open Access ...
 
Corpus linguistics
Corpus linguisticsCorpus linguistics
Corpus linguistics
 
VOA Learning English with Dr. Jill on Academic English
VOA Learning English with Dr. Jill on Academic EnglishVOA Learning English with Dr. Jill on Academic English
VOA Learning English with Dr. Jill on Academic English
 
Radio Ga Ga: corpus-based resources, you’ve yet to have your finest hour
Radio Ga Ga: corpus-based resources, you’ve yet to have your finest hourRadio Ga Ga: corpus-based resources, you’ve yet to have your finest hour
Radio Ga Ga: corpus-based resources, you’ve yet to have your finest hour
 
SEAMEO RETRAC Library & Information Centre New Teachers' Orientation
SEAMEO RETRAC Library & Information Centre New Teachers' OrientationSEAMEO RETRAC Library & Information Centre New Teachers' Orientation
SEAMEO RETRAC Library & Information Centre New Teachers' Orientation
 
LEXICOGRAPHY
LEXICOGRAPHY LEXICOGRAPHY
LEXICOGRAPHY
 
Academic English With The Electronic Theses Online Service (EThOS) At The Bri...
Academic English With The Electronic Theses Online Service (EThOS) At The Bri...Academic English With The Electronic Theses Online Service (EThOS) At The Bri...
Academic English With The Electronic Theses Online Service (EThOS) At The Bri...
 
Building Open Educational Resources for EAP at Hanoi Open University
Building Open Educational Resources for EAP at Hanoi Open UniversityBuilding Open Educational Resources for EAP at Hanoi Open University
Building Open Educational Resources for EAP at Hanoi Open University
 
Corpus linguistics intro
Corpus linguistics introCorpus linguistics intro
Corpus linguistics intro
 

More from Alannah Fitzgerald

When a MOOC became a GROOC we all became co-creators
When a MOOC became a GROOC we all became co-creatorsWhen a MOOC became a GROOC we all became co-creators
When a MOOC became a GROOC we all became co-creators
Alannah Fitzgerald
 

More from Alannah Fitzgerald (18)

F-Lingo: Integrating lexical feature identification into MOOC platforms for l...
F-Lingo: Integrating lexical feature identification into MOOC platforms for l...F-Lingo: Integrating lexical feature identification into MOOC platforms for l...
F-Lingo: Integrating lexical feature identification into MOOC platforms for l...
 
F-Lingo & FLAX: Automated open data-driven language learning in MOOCs
F-Lingo & FLAX: Automated open data-driven language learning in MOOCsF-Lingo & FLAX: Automated open data-driven language learning in MOOCs
F-Lingo & FLAX: Automated open data-driven language learning in MOOCs
 
EThOS for EAP: The PhD Abstracts Collections in FLAX with the British Library...
EThOS for EAP: The PhD Abstracts Collections in FLAX with the British Library...EThOS for EAP: The PhD Abstracts Collections in FLAX with the British Library...
EThOS for EAP: The PhD Abstracts Collections in FLAX with the British Library...
 
EThOS for Academic English
EThOS for Academic EnglishEThOS for Academic English
EThOS for Academic English
 
From clarion calls to auto-complete errors: a nascent discourse on openness ...
From clarion calls to auto-complete errors: a nascent discourse on openness ...From clarion calls to auto-complete errors: a nascent discourse on openness ...
From clarion calls to auto-complete errors: a nascent discourse on openness ...
 
When a MOOC became a GROOC we all became co-creators
When a MOOC became a GROOC we all became co-creatorsWhen a MOOC became a GROOC we all became co-creators
When a MOOC became a GROOC we all became co-creators
 
Serendipitous Innovation with Academic English Resources
Serendipitous Innovation with Academic English ResourcesSerendipitous Innovation with Academic English Resources
Serendipitous Innovation with Academic English Resources
 
Setting a Precedent with Open Resources Development in English for Specific A...
Setting a Precedent with Open Resources Development in English for Specific A...Setting a Precedent with Open Resources Development in English for Specific A...
Setting a Precedent with Open Resources Development in English for Specific A...
 
Open English Language Resources and Practices for Professional and Academic S...
Open English Language Resources and Practices for Professional and Academic S...Open English Language Resources and Practices for Professional and Academic S...
Open English Language Resources and Practices for Professional and Academic S...
 
Designing Open Linguistic Support
Designing Open Linguistic SupportDesigning Open Linguistic Support
Designing Open Linguistic Support
 
A story of reuse: Open Oxford resources for ELT
A story of reuse: Open Oxford resources for ELTA story of reuse: Open Oxford resources for ELT
A story of reuse: Open Oxford resources for ELT
 
Crowdsourcing Open Corpus-based Resources for EAP
Crowdsourcing Open Corpus-based Resources for EAPCrowdsourcing Open Corpus-based Resources for EAP
Crowdsourcing Open Corpus-based Resources for EAP
 
Making digital open educational resources for EAP
Making digital open educational resources for EAPMaking digital open educational resources for EAP
Making digital open educational resources for EAP
 
Beyond Content: Open Educational Practices for English Language Education
Beyond Content: Open Educational Practices for English Language EducationBeyond Content: Open Educational Practices for English Language Education
Beyond Content: Open Educational Practices for English Language Education
 
Braving OER battles in Brazil
Braving OER battles in BrazilBraving OER battles in Brazil
Braving OER battles in Brazil
 
Emancipatory English in India
Emancipatory English in IndiaEmancipatory English in India
Emancipatory English in India
 
Vietnam’s Open University rising dragon
Vietnam’s Open University rising dragonVietnam’s Open University rising dragon
Vietnam’s Open University rising dragon
 
Confucian dynamism in the Chinese ELT context
Confucian dynamism in the Chinese ELT contextConfucian dynamism in the Chinese ELT context
Confucian dynamism in the Chinese ELT context
 

Recently uploaded

The basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptxThe basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptx
heathfieldcps1
 
Salient Features of India constitution especially power and functions
Salient Features of India constitution especially power and functionsSalient Features of India constitution especially power and functions
Salient Features of India constitution especially power and functions
KarakKing
 
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
ZurliaSoop
 

Recently uploaded (20)

Micro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdfMicro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdf
 
How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17
 
Accessible Digital Futures project (20/03/2024)
Accessible Digital Futures project (20/03/2024)Accessible Digital Futures project (20/03/2024)
Accessible Digital Futures project (20/03/2024)
 
How to Add New Custom Addons Path in Odoo 17
How to Add New Custom Addons Path in Odoo 17How to Add New Custom Addons Path in Odoo 17
How to Add New Custom Addons Path in Odoo 17
 
ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.
 
The basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptxThe basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptx
 
General Principles of Intellectual Property: Concepts of Intellectual Proper...
General Principles of Intellectual Property: Concepts of Intellectual  Proper...General Principles of Intellectual Property: Concepts of Intellectual  Proper...
General Principles of Intellectual Property: Concepts of Intellectual Proper...
 
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptxBasic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
 
Salient Features of India constitution especially power and functions
Salient Features of India constitution especially power and functionsSalient Features of India constitution especially power and functions
Salient Features of India constitution especially power and functions
 
Unit 3 Emotional Intelligence and Spiritual Intelligence.pdf
Unit 3 Emotional Intelligence and Spiritual Intelligence.pdfUnit 3 Emotional Intelligence and Spiritual Intelligence.pdf
Unit 3 Emotional Intelligence and Spiritual Intelligence.pdf
 
Fostering Friendships - Enhancing Social Bonds in the Classroom
Fostering Friendships - Enhancing Social Bonds  in the ClassroomFostering Friendships - Enhancing Social Bonds  in the Classroom
Fostering Friendships - Enhancing Social Bonds in the Classroom
 
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
 
Python Notes for mca i year students osmania university.docx
Python Notes for mca i year students osmania university.docxPython Notes for mca i year students osmania university.docx
Python Notes for mca i year students osmania university.docx
 
Sensory_Experience_and_Emotional_Resonance_in_Gabriel_Okaras_The_Piano_and_Th...
Sensory_Experience_and_Emotional_Resonance_in_Gabriel_Okaras_The_Piano_and_Th...Sensory_Experience_and_Emotional_Resonance_in_Gabriel_Okaras_The_Piano_and_Th...
Sensory_Experience_and_Emotional_Resonance_in_Gabriel_Okaras_The_Piano_and_Th...
 
Wellbeing inclusion and digital dystopias.pptx
Wellbeing inclusion and digital dystopias.pptxWellbeing inclusion and digital dystopias.pptx
Wellbeing inclusion and digital dystopias.pptx
 
80 ĐỀ THI THỬ TUYỂN SINH TIẾNG ANH VÀO 10 SỞ GD – ĐT THÀNH PHỐ HỒ CHÍ MINH NĂ...
80 ĐỀ THI THỬ TUYỂN SINH TIẾNG ANH VÀO 10 SỞ GD – ĐT THÀNH PHỐ HỒ CHÍ MINH NĂ...80 ĐỀ THI THỬ TUYỂN SINH TIẾNG ANH VÀO 10 SỞ GD – ĐT THÀNH PHỐ HỒ CHÍ MINH NĂ...
80 ĐỀ THI THỬ TUYỂN SINH TIẾNG ANH VÀO 10 SỞ GD – ĐT THÀNH PHỐ HỒ CHÍ MINH NĂ...
 
Jamworks pilot and AI at Jisc (20/03/2024)
Jamworks pilot and AI at Jisc (20/03/2024)Jamworks pilot and AI at Jisc (20/03/2024)
Jamworks pilot and AI at Jisc (20/03/2024)
 
Plant propagation: Sexual and Asexual propapagation.pptx
Plant propagation: Sexual and Asexual propapagation.pptxPlant propagation: Sexual and Asexual propapagation.pptx
Plant propagation: Sexual and Asexual propapagation.pptx
 
How to Give a Domain for a Field in Odoo 17
How to Give a Domain for a Field in Odoo 17How to Give a Domain for a Field in Odoo 17
How to Give a Domain for a Field in Odoo 17
 
Towards a code of practice for AI in AT.pptx
Towards a code of practice for AI in AT.pptxTowards a code of practice for AI in AT.pptx
Towards a code of practice for AI in AT.pptx
 

The Open-Source FLAX Language System

  • 1. The Open-Source FLAX Language System Alannah Fitzgerald Shaoqun Wu Ian H. Witten Xiaofeng Yu
  • 2. The eBook of FLAX “FLAX (Flexible Language Acquisition) is both a vision and a tool that you can use for language learning. The Web contains innumerable language activities, quizzes, and games, but they are fixed: the activities are cast in stone and the material is chosen by others. Our vision is to put the control back where it belongs, in the hands of teachers and learners.”
  • 3. WHO ARE WE IN THIS FLAX RESEARCH & DEVELOPMENT COLLABORATION?
  • 4. FLAX Language at Waikato University http://flax.nzdl.org FLAX image by permission of non-commercial reuse by Jane Galloway
  • 5. FLAX Language Project at the Greenstone Digital Library Lab, Waikato University NZ Professor Ian Witten FLAX Project Lead Dr Shaoqun Wu FLAX Project Lead Researcher & Developer
  • 6. Research on Open FLAX Collections http://oerresearchhub.org/ Alannah Fitzgerald Open Fellow with OERRH FLAX Language & Open Education Researcher
  • 7. OPEN SOURCE LANGUAGE TOOLS DEVELOPMENT
  • 9. Google-esque Interface Designs Designed for the non-expert corpus user, namely: learners, teachers, subject academics, instructional designers and language resource developers.
  • 10. Introducing the Wikipedia Miner Toolkit (Milne & Witten, 2013)
  • 11. Building Interactivity into FLAX Language Collections
  • 14. FLAX Across Platforms • FLAX Website flax.nzdl.org for hosting open online language collections • Building directly onto the Web with OER • FLAX multilingual open-source software for download • Set up your own FLAX server online or; • Build collections offline for use on your PC • FLAX Android app for download • Interact with game-based FLAX collections while on the go • FLAX for MOODLE plug-in for download • FLAX for MOOC Platforms? • FLAX in conjunction with translation technologies?
  • 16.
  • 17. The eBook of FLAX “FLAX enables teachers to build bespoke libraries very easily. It is built upon powerful digital library technology, and provides access to vast linguistic resources containing countless examples of actual, authentic, usage in contemporary text. But teachers can also build collections using their own material, focusing on language learning in a particular domain (e.g., business, law) or motivating students by using text from a particular context (e.g., country or region, common interests).”
  • 20. Domain-specific Collocations We focus on lexical collocations with noun-based structures because they are the most salient and important patterns in domain-specific text. Collocations from the English Common Law MOOC: • verb + noun e.g. abolish judicial review • noun + noun e.g. precedent case • adjective + noun e.g. common law • noun + of + noun e.g. court of appeal
  • 21. Lexical Bundles “Lexical bundles” are multi-word sequences with distinctive syntactic patterns and discourse functions that are commonly used in academic prose (Biber & Barbieri, 2007; Biber et al, 2003, 2004). Bundles from British Law Report Corpus (BLaRC): • noun phrase + of e.g. In the course of his • prepositional phrase + of e.g. on the part of the • it + verb/adjective phrase e.g. it is common ground that • be + noun/adjective phrase e.g. be taken into account in • verb phrase + that e.g. There is no doubt that
  • 24. Linking to the FLAX Learning Collocations Collection (Wikipedia, BNC, BAWE)
  • 26. References • Biber, D., Conrad, S., & Cortes, V. (2003). Lexical bundles in speech and writing: an initial taxonomy. In A. Wilson, P. Rayson, & T. McEnery (Eds.), Corpus linguistics by the lune: A festschrift for Geoffrey Leech (pp. 71–92). Frankfurt/Main: Peter Lang. • Biber, D., Conrad, S., & Cortes, V. (2004). If you look at . . .: lexical bundles in university teaching and textbooks. Applied Linguistics, 25, 371–405. Biber, D. (2006). University Language, A corpus-based study of spoken and written registers. John Benjamins, Amsterdam. • Biber, D., Barbieri F. (2007). Lexical bundles in university spoken and written registers. English for Specific Purpose, 26, 263–286. • Milne, D. & Witten, I.H. (2013). An open-source toolkit for mining Wikipedia. Artificial Intelligence, 194, 222-239.
  • 27. Look Out for FLAX in April with Russell Stannard’s - Teacher Training Videos http://www.teachertrainingvideos.com
  • 28. Thank You FLAX Language Project & Software Downloads: http://flax.nzdl.org/ The How-to eBook of FLAX: http://flax- doc.nzdl.org/BOOK_OF_FLAX/BookofFLAX%20fullsize%20with%20links.pdf FLAX Game-based Apps for Android: https://play.google.com/store/apps/developer?id=FLAX%20TEAM&hl=en Alannah Fitzgerald: a_fitzg@education.concordia.ca Shaoqun Wu: shaoqun@waikato.ac.nz Ian Witten: ihw@cs.waikato.ac.nz Xiaofeng (Alex) Yu: Alex.Yu@wintec.ac.nz OER Research Hub: http://oerresearchhub.org/ TOETOE Technology for Open English Blog: www.alannahfitzgerald.org Slideshare: http://www.slideshare.net/AlannahOpenEd/ Twitter: @AlannahFitz

Editor's Notes

  1. Teachers can construct collections of different types: for different purposes and for different types of students. The collections can be: item specific domain and/or topic specific graded for levels of difficulty representative of a particular source or of a particular genre subsets of a larger corpus e.g. BAWE. Potentially students can also construct collections (see Charles, 2012)
  2. 27
  3. Please add your contact detes here, QMUL peeps!