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The Role of Disciplinary Analysis in
Web Science Education
23 June 2014
Clare Hooper, IT Innovation Centre
cjh@it-innovation.soton.ac.uk
Web Science Education at ACM Web Science 2014
• How we do interdisciplinary work is important
• Quality
• Credibility
• Insight
• Communication
© University of Southampton IT Innovation Centre 2014
Motivation for
disciplinary analysis
dtc.webscience.ecs.soton.ac.uk/about-webscience-main-site/
1. Collate data corpus
2. NLP to extract topics
3. Analysis: graphing,
visualisation
– Analysis of
‘communities’
– Analysis of WebSci
conference series
4. Expert survey
© University of Southampton IT Innovation Centre 2014
The disciplinary analysis
method
saffron.deri.ie
Contribution 1: Driving
curricula
• Identification of Web Science application
contexts
– i.e. information retrieval, social networking, semantic
web, personalised learning (from technologies to
disciplines and topics)
• Identification of disciplinary representation
– Insight into more present disciplines (i.e. computer
science, communications, psychology, sociology) and
less present disciplinary (i.e. economics, philosophy,
law)
• Assess the correspondence between highly-
ranked topics and disciplines from WebSci
publications with those that are taught
© University of Southampton IT Innovation Centre 2014
Contribution 2: Teaching
Web Science
• Understand Web Science via the application
contexts and its disciplinary make-up
• Examine trends in disciplinary representation
over time
– i.e. peak terms at Web Science conferences 2009 –
2011 varied greatly
• Comparison of Web Science with related fields
such as Network Science or Internet Science
© University of Southampton IT Innovation Centre 2014
Contribution 3: A Web
Science Method
• An approach that draws on mixed methods from
multiple disciplines
– Quantitative computer science methods (natural
language processing)
– Quantitative and qualitative sense-making methods
from network science (graphing and visualisation)
– Non-discipline specific qualitative and quantitative
methods (expert survey)
• Already taught to Web Science students
studying at Masters degree level
© University of Southampton IT Innovation Centre 2014
• Driving curricula
• Teaching Web Science
• A Web Science Method
© University of Southampton IT Innovation Centre 2014
Disciplinary analysis and
Web Science Education

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The Role of Disciplinary Analysis in Web Science Education

  • 1. The Role of Disciplinary Analysis in Web Science Education 23 June 2014 Clare Hooper, IT Innovation Centre cjh@it-innovation.soton.ac.uk Web Science Education at ACM Web Science 2014
  • 2. • How we do interdisciplinary work is important • Quality • Credibility • Insight • Communication © University of Southampton IT Innovation Centre 2014 Motivation for disciplinary analysis dtc.webscience.ecs.soton.ac.uk/about-webscience-main-site/
  • 3. 1. Collate data corpus 2. NLP to extract topics 3. Analysis: graphing, visualisation – Analysis of ‘communities’ – Analysis of WebSci conference series 4. Expert survey © University of Southampton IT Innovation Centre 2014 The disciplinary analysis method saffron.deri.ie
  • 4. Contribution 1: Driving curricula • Identification of Web Science application contexts – i.e. information retrieval, social networking, semantic web, personalised learning (from technologies to disciplines and topics) • Identification of disciplinary representation – Insight into more present disciplines (i.e. computer science, communications, psychology, sociology) and less present disciplinary (i.e. economics, philosophy, law) • Assess the correspondence between highly- ranked topics and disciplines from WebSci publications with those that are taught © University of Southampton IT Innovation Centre 2014
  • 5. Contribution 2: Teaching Web Science • Understand Web Science via the application contexts and its disciplinary make-up • Examine trends in disciplinary representation over time – i.e. peak terms at Web Science conferences 2009 – 2011 varied greatly • Comparison of Web Science with related fields such as Network Science or Internet Science © University of Southampton IT Innovation Centre 2014
  • 6. Contribution 3: A Web Science Method • An approach that draws on mixed methods from multiple disciplines – Quantitative computer science methods (natural language processing) – Quantitative and qualitative sense-making methods from network science (graphing and visualisation) – Non-discipline specific qualitative and quantitative methods (expert survey) • Already taught to Web Science students studying at Masters degree level © University of Southampton IT Innovation Centre 2014
  • 7. • Driving curricula • Teaching Web Science • A Web Science Method © University of Southampton IT Innovation Centre 2014 Disciplinary analysis and Web Science Education

Editor's Notes

  1. I will introduce disciplinary analysis and discuss its use in Web Science education for: Driving curriculum development Teaching about Web Science’s state and evolution An example of a mixed methods approach
  2. Quality: Contractor has shown collaborator diversity impacts quality of work Credibility: What if CS and Sociology are the only contributors? Insight: identify over- and under-representation, take action if needed. Communication: to externals about what InternetSci is, and internally too
  3. Much of this work was done in conjunction with DERI Natural language processing: computer science and linguistics about understanding natural human languages. Work developed over 3 years. Test w/69 papers; 500 papers 13 person survey; bigger corpus 123 person survey
  4. Application contexts as key areas Disciplinary representation as one of a number of inputs to inform the curriculum
  5. ‘Peak terms’: terms to occur in five or more publications that ‘peak’ in a given year (a difference of more than 5 papers in different years) in both papers and posters. • 2009: machine learning; real world • 2010: available online; information exchange; information retrieval; information sharing; natural language; RDF graph; real time; semantic web; share information; SPARQL query • 2011: social media.