Showing posts with label curriculum. Show all posts
Showing posts with label curriculum. Show all posts

Wednesday, 24 August 2011

Web Science Curriculum: Honourable Mention at ACM WebSci'11

We were delighted with our honourable mention for our paper on Web Science Curriculum at the 2011 ACM Web Science Conference in Koblenz, Germany.

Our paper on negotiating a Web Science Curriculum was shortlsted for best paper at ACM WebSci'11, and better than being a runner up, we received an honourable mention:-). You can download the PDF here from eprints, and there is also a video of the presentation. The paper provides an account of work to specify a Web Science Curriculum based on the Web Science Subject Categorization which had previously been led by Michalis Vafopolous from Aristotle University of Thesaloniki, Greece

Not surprisingly I have carried on thinking about what we have written. The project to create the repository will be getting underway in the autumn, and there are a few folk from other universities outside the original consotrium who are interested in joining in the collaborative effort to collect and collate a range of the resources we use for teaching Web Science and use them as a bottom up source for specifying the curriculum.

We are also continuting to gather data on how and where web science is cropping up in the curriculum. Undergrad, postgrad, summer schools, electives or just plain intermingled. The survey is still live if you want to make a contributionhttp://www.isurvey.soton.ac.uk/2290 

Reference and Download
White, S., Croitoru, M., Bazan, S., Cerri, S., Davis, H. C., Folgieri, R., Jonquet, C., Scharffe, F., Staab, S., Tiropanis, T. and Vafopoulos, M. (2011) Negotiating the Web Science Curriculum through Shared Educational Artefacts. In: ACM WebSci '11, 14-17 June 2011, Koblenz, Germany.

The paper, abstract and video can all be accessed from the same page on the journal pages hosted by the Web Science Trust http://journal.webscience.org/439/

The next conference WebSci'12 is being held at Northwestern University in Evanston Illinois about 20 miles from Chicago. http://www.websci12.org/ we certainly plan to be there one way or another.

The debate

 There has been some talk about the impact of the web and web science on computer science in general - all of which is relevant to the discussion about the web science curriculum

In April 2010 Ed H. Chi from google posted on BLOG@CACM. Hot on the heels of the then UK government announcing that it had funded the Web Science Research Institute at Southampton to the tune of £30m Ed's blog was titled Time to rethink computer science education: The (social) web changes everything.

Even tho' the subsequent tory government pulled the funding in its headline grabbing 'battle against the deficit' the question of rethinking computer science remains, although it has to be said that the piece did not attract large amounts of comments.

Previoiusly (2007) Ben Schneiderman had published Web science: a provocative invitation to computer science in CACM (download from the University of Maryland), and in 2008 Jim Hendler et al provided ACM members with an insight into Web Science with Web Science: An Interdisciplinary Approach to Understanding the Web (available from ECS eprints)

Mark Bernstein attended the Web Science Curriculum workshop which proceeded this year's conference in Koblenz, and spotted some tensions in the interdisciplinary agendas which pursuing web science inevitable uncovers....

A thread of angst in the Web Science Curriculum workshop, clearly, is multidiscplinarity. The dominant discipline is computer science, to the extent that computer science is a discipline. The fear that sociology and the rest of the social sciences will be read out of meeting is clear, but the desire for multidisciplinarity is equally evident.
One problem, of course, is that students in most countries enter a discipline in their mid-teens – too young to be expected to do useful research. Worse, new initiates are inclined to be more doctrinaire and less tolerant of deviance than their elders. The old Liberal Arts degree might fit Web Science better than trying to reconcile social science and engineering across disparate faculties
http://www.markbernstein.org/June11.html#note_40458
certainly at Web Science 2010 the paper by Susan Halford et al. clearly laid out some of the additional agenda's and prior experience which Web Science needs to embrace. It is very easy for computer scientists to keep doing the same old same old.

I am hoping to take some of these ideas to the 2012 SIGCSE conference in the US in March next year. In particular I would like the computer science community and those in the wider family of computing subjects to engage in a discussion which identified a place for web science.  I am also keen to take this discussion further forward with some of our colleagues who work in web science but who come from a distinctly social science perspective.  By then we should have more data on what teaching is taking place, and more information on what is finding its way into the curriculum.

Links
White, S., Croitoru, M., Bazan, S., Cerri, S., Davis, H. C., Folgieri, R., Jonquet, C., Scharffe, F., Staab, S., Tiropanis, T. and Vafopoulos, M. (2011) Negotiating the Web Science Curriculum through Shared Educational Artefacts. In: ACM WebSci '11, 14-17 June 2011, Koblenz, Germany.
 

    Tuesday, 14 June 2011

    Getting Ready for ACM Web Science 2011 - the curriculum workshop

    We are really excited about our paper at the ACM web science conference #websci11 this year, and what better prelude than a  Web Science Curriculum Workshop
    Our paper is titled Negotiating the Web Science Curriculum through shared Educational Artefacts, you can download a copy either from the conference programme web site, or from the ECS soton ePrints repository
    We are scheduled to present during the Web Science Tools and Technologies Session on Thursday morning
    These are working notes, which I hope will be of interest to other attendees
    Twitter hashcodes
    • main conference #websci11
    • curriculum workshop #websci11cw
    • Alt Metrics #altmetrics
    Workshop
    structure - who, what
    • who is doing web science
    • what could we (people who teach web science) use from the community
    At the workshop there are representative of three web science masters being taught
    Aristotle University Thesaloniki, Greece,
    • taught masters - strong mathematics and economics perspective
    Koln
    • Professional masters majority of the materials are online, synchronous online two or three evenigns per week, a number of weekend residentials,
    five module perspectives, comes from an interdisciplinary background.
    http://www.verwaltung.fh-koeln.de/aktuelles/2011/06/verw_msg_04049.html
    RPI
    • ITWS Web Science undergraduate degree programme 110 across three years
    • IT and Web Science (ITWS) - masters (35) and PhD - a new specialisation
    Southampton
    • One year taught Masters - for most this is a preliminary to a PhD studies
    Other places which have activities  which may not be full programme include (please comment if you want to be added)
    Amsterdam, Linz
    other places which propose to start soon (please comment if you want to be added)
    TU Eindhoven - Bachelors Degree
    Related disciplines
    Digital Humanitites ( point from Faith)
    ........
    What we need from the community
    Definitions of web science
    Topical Relevance:
    • topics for web science
    What do students want to learn from a web science curriculum?
    professional relevance
    Where do students go next?
    How do we teach web science?
    specific examples, methods, approaches, pedagogy
    Report on your Web Science Activity
    want to contribute to our survey of web science teaching? go to https://www.isurvey.soton.ac.uk/2290
    37+ attendees
    Actions which arose ( with my comments/notes  in <>brackets)
    Action List
    1. list of course/programmes/curriculum (wiki) Jim H
    2. mailing list (announcements) - exists- use it (join)
    3. co-ordinating calls, monthly meetings Craig
    4. lecturer/expert list (talks, ideas etc) <this is one naturally for either Craig, or for WSCR profiles)
    5. project ideas hcd
    6. literature hcd
    7. exemplary examples hcd
    8. textbooks (online/discussion)
    9. resources site hcd, stefane
    10. match making service <after the event - enhancement >
    11. datasets steffen S
    12. commentary/discussion resources Su W
    13. index (and connections of ideas to above)
    14. review process (max)
    15. list of people/areas <WSCR profiles>

    Thursday, 21 April 2011

    Web Science Curriculum Development - update

    Our paper WSCD: Negotiating the Web Science Curriculum Development through Shared Educational Artefacts has been accepted for ACM WebSci'11
    Southampton Web Science MSc ecs.soton.ac.uk









    Abstract

    The far-reaching impact of Web on society is widely recognised and acknowledged. The interdisciplinary study of this impact has crystallised in the field of study known as Web Science. However, defining an agreed, shared understanding of what constitutes Web Science requires complex negotiation and translations of understandings across component disciplines, national cultures and educational traditions. Some individual institutions have already established particular curricula, and discussions in the Web Science Curriculum Workshop series have marked the territory to some extent. This paper reports on a process being adopted across a consortium of partners to systematically create a shared understanding of what constitutes Web Science. It records and critiques the processes instantiated to agree a common curriculum, and presents a framework for future discussion and development.

    The need to study the Web in its complexity, development and impact led to the creation of Web Science. Web Science is inherently interdisciplinary. Its goal is to:
    a) understand the Web growth mechanisms;
    b) create approaches that allow new powerful and more beneficial mechanisms to occur.

    Teaching Web Science is a unique experience since the emerging discipline is a combination of two essential features. On one hand, the analysis of microscopic laws extrapolated to the macroscopic realm generates observed behaviour. On the other hand languages and algorithms on the Web are built in order to produce novel desired computer behaviour that should be put in context. Finding a suitable curriculum that is different from the study of language, algorithms, interaction patterns and business processes is thus an important and challenging task for the simple reason that we believe that the future of sociotechnical systems will be in their innovative power (inventing new ways to solve problems), rather than their capacity to optimize current practices.

    ACM WebSci'11 is in Koblenz this year - and we are going to present a paper :-)
    "Web Science is concerned with the full scope of socio-technical relationships that are engaged in the World Wide Web. It is based on the
    notion that understanding the Web involves not only an analysis of its architecture and applications, but also insight into the people, organizations, policies, and economics that are affected by and subsumed within it. As such Web Science, and thus this conference, is inherently interdisciplinary and integrates computer and information sciences, sociology, economics, political science, law, management, language and communication, geography and psychology".
    Following the great news, our extended abstract proposal has been accepted, we are working on the final version of the paper we will present. You can find out abstract in EPrints. Students who are interested in following a PhD in Web Science can do so via our Doctoral Consortium which combines a preparatory Masters Degree with three years of intersdisciplinary study typically  supervised by a small team of academics representing the component fields of study.
    Meanwhile, Michalis Vafopoulis, who is also part of our team, and who has been leading the subject categorisation initiative for the web science trust has made the outcomes of that work available via the Web Science Trust pages which was one of the outcomes of previous Web Science Curiculum workshops at the conference.
    Along with the fact that Jim Hendler is convening Web Science Curriculum workshop at this year's conference, it looks like it is going to be a pretty good year for folk developing and teaching Web Science as an academic discipline.
    ....
    Croitoru, M., Bazan, S., Cerri, S., Davis, H. C., Jonquet, C., Prini, G., Scharffe, F., Staab, S., Vafopoulos, M. and White, S. (2011) WSCD: Negotiating the Web Science Curriculum Development through Shared Educational Artefacts. In: ACM WebSci '11, 14-17 June 2011, Koblenz, Germany. (Submitted)

    Wednesday, 23 March 2011

    What is web science?

    This post is WIP as part of an exercise preparing for a symposium which we plan to hold in Montpellier some time in May. As I worked through the process I was reminded that a key topic in web science is provenance and trust. I also understand that web science is of course inter-disciplinary, but suggest that the phrase 'web science' is going through an extended period of "negotiated understanding of meaning".

    I am interested in definitions and explanations manifest via text, images and videos. I am taking the canonical web pages as coming from WebScience.org - and will provide links to various classic definitions, but at this stage I am also particularly interested in what people outside of the web science trust think web science is. That means I will be interested in the differences and similarities between the canonical and emerging definitions, and seeing if I can make any inferences from that data.

    Coming from Southampton, teaching on our Web Science Masters and having been at the finges of Web Science since its inception, I have a bit of an idea to begin with, and of course turn to the classic XXXX cluster diagram we all know and love.

    you can take the simple version

    Screen shot 2011 03 23 at 12 24 46

    or the more elaborate version

    Screen shot 2011 03 23 at 12 20 47

    Nigel Shadbolt's WebScience Cluster Diagram

    if you go to the web science trust facebook page you will find that people have been tagged within this diagram (ho ho)

    Nigel Shadbolt and Wendy Hall both have videos answering the question "What is Web Science?" and Les Carr has a slide share titled What is Web Science

    Taking the everyday approach

    I intend in subsequent posts to take a more measured academic approach to the definition. Meantime I am working on the sort of approach that I think an everday kind of person might use - search engines plus wikipedia. I am also only presenting generic information in this post. I plan at least two future editions

    1. educational/curriculum approach
    2. published research and current projects

    so if we try to find out what is web science, what are the various versions suggested?

    First take simple google searches, using web science, web science definitons, "web science" definitions

    I should note that I have been following a google search on Web Science as a search term for some time, and also have been tracking "web science" and "websci" on twitter.

    Also if I have already looked at this area in a posting on the 2010 Web Science Curriculum Workshop held in Southampton Last year

    Simple Searches

    www.fuzzzy.com is a social network which gathered its first members in November 2006. It describes itself as a social network for web science, includes collection of bookmarks, but unfortuantely the last time any were recommended by the editors was late 2010. Inevitably it suffers from spam postings, and simple bookmarking to links which are basically web applications. There are no

    it seems to have a strong european input, and its greatest contributor is one Janos Haits from Budapest, Hungary

     

    have some interesting visualisations which can be compared to the original sourced from the web science trustScreen shot 2011 03 23 at 11 21 53

    they also have a visualisation tool which is quite interesting

    Screen shot 2011 03 23 at 11 25 12

    Journals

    there are of course folk trying to get into the act by proposing journals - it is worth noting that journal.webscience.org is hosted by the WebScience Trust wiki and is a repository of proceedings from the Web Science conferences and other events which have been nominated by the WebScience Trust.

     

    for example

    Does not actually seem to be up and running yet, but I guess people are trying to get on the bandwagon.

    International Journal of Web Science  (IJWS) ISSN (Online): 1757-8809  -  ISSN (Print): 1757-8795


    Thursday, 23 September 2010

    Web Science Curriculum ( and Workshop)

    work in progress

    Its been a week of web science for me this week, along with a few extra lessons on language learning (the first half of the week was in France at Montpellier 2) and inter-disciplinary discussions.

    The structure of this post is about the formal web science curriculum workshop (third in the series) but interspersed with some thinking and ideas related to what is going on in Montpellier ( who plan to host a new Masters in Web Science from academic year 2011-12)

    At the end of this post there will be a list of links, a list of those who attended the workshop, and a list of folk from Montpellier who might be involved in the new proposed masters.

    Web Science Curriculum Workshop Programme:
    As yet only a few of the resources appear to be on the web, but I will link where I can, and expect to re-edit or republish this blog post when things change.

    Intro and welcome from Cathy Pope (soton)

    Further Welcome and Web Science Trust - Wendy Hall @DameWendyDBE

    Round table introductions - all

    Web Science subject categorisation - a proposal for discussion Michalis Vafopoulos @vafapoulos and Les Carr @Lescarr

    What is Web Science? Nigel Shadbolt @nigel_shadbolt

    What is Web Science? group discussion (ok, I won't be giving twitter names for all here!)

    Round table presentations of what we are teaching, planning, and what collaborations we would like

    Dave de Roure @dder

    +++overview+++

    Rather than being a documentary narrative, this account is a synthesis of the discussion which mixes parts for points raised in various sessions

    draft curriculum for discussion - paper developed by Michalis Vafopoulos ( @vafapoulos on twitter ) and Les Carr was presented and discussed.

    Web Science Draft Curriculum

    The proposal brings forward a taxonomy which provides a structure for the intersecting topic areas across the curriculum

    The discussion to some extent turned on what was missing from the list - but any brief account cannot do justice to the issues raised. We had an initial bash at the discussion immediately following Michalis' presentation, returning to it, and refining our ideas as the day progressed.

    My assumptions

    students + curriculum -> web scientist
    curriculum = knowledge + processes
    study= cognitive apprenticeship

    inter-disciplinarity is about the negotiated understanding of meaning

    borrowing from the concept of the barefoot psychotherapist

    parallels with language learning

    When considering the work/research/focus areas of the list it appears that the web scientist might be an identified by the fact that the reseacher's specialisms did not alone sit in an existing recognised discipline area, essentially web scientists have to be inter-disciplinary. During informal discussions with Mark Weal we agreed that it might also be helpful to portray the information space through some form of associative map. I suspect that different colleagues will find different styles of representation useful, although the taxonomic approach has strength since it mirrors that used in the ACM curricula.

    There was a definite thread running through the presentation which Nigel Shadbolt made that learning from existing disciplines/fields of studies which are by nature inter-disciplinary may be of advantage. The discussion time after this presentation was wide ranging, and if possible I will try to link to other accounts which folk make. Pragmatically one way in which the field can be established and create its identity is through attaching itself to other established disciplines, thereby demonstrating its role and value.

    One alternative approach to the curriculum mapping which was suggested during the subsequent dicussions was to take an approached based on the IEEE software engineering body of knowledge

    Another suggestion was to take a look at the Achievement Standards Network

    Probably worth thinking about a few ways in which we portray/understand web science. Our Southampton perspective is one of co-creation - or in social science talk web science is the product of co-constitution. There are a few (some classic) pictures which can help illuminate this understanding.

    How we see the web science curriculum at Southampton: We began teaching a web science masters in 2009/10 Les Carr and Mark Weal plus Cathy Pope have been to key players in designing the structure of the course, but there has been extensive input through discussions with a whole host of academics who are contributing to the teaching, some of whom offer single lectures, others who have a more significant role in the classes.

    When we think about what is web science, we have various visualisations which capture the extent of the area, some of which address content, other parts of which address process. You can find more details on the course web site, and through resources which we have deposited in EdShare (our educational repository).

    We host a Web Science Doctoral Consortium - http://webscience.ecs.soton.ac.uk/
    We run an MSc in Web Science - http://www.ecs.soton.ac.uk/admissions/pg/msc/1011/web_science.php
    We routinely deposit our learning resources in EdShare

    Picture 23.png

    But it is may be more useful to consider a process orientated understanding of web science which has been presented by Tim Berners-Lee. Students of web science, like all masters' students will need to develop their critical thinking and analytic skills across the set of processes. The curriculum needs to be more than a mapping of the landscape, since the ways of thinking and analysing data which are special to Web Science are an inextricable part of the field.

    ws-24pt-07.png


    By way of observation, we got into discussions where understandings pivoted on linguistic understandings. Many of the discussions were constrained by concepts of existing ways of working.

    One of the heated questions was about where web scientists would get jobs, surely Web Science for students is more about a mindset rather than a ticket for a job, I find myself returning to the model of higher education as a cognitive apprenticeship. The issues is that students of web science, and practitioners (academics or in the field) will acquire a set of skills and a model of knowledge and understanding which is mediated by the consideration and exploration of web science phenomena. I look at web science ( like I look at so many different parts of life) from a technology affordances perspective (after gaver). This belies the fact that I additionally come from a social constructivist perspective. for those reasons, I would wish to privilege approaches over content.

    However when we return to the issue of where students will work when they have graduated from the course, the problem is created when we seek to gain accreditation, or agreement from our institution to support and instantiate a subject as a formal programme. At that time we are asked to explain or anticipate (for a commodified model of education) Where will our students work, Where will they gain their work experience, What are the topics which they can study? Who are the academics who will teach them.

    The discussion about what is web science, and where to web scientists work is of particular importance to those who expect to incorporate a period of internship, work-placement - or french 'stage'. I favour an approach in the curriculum which enables the learners to gain self knowledge and confidence. In terms of placements and internships I see opportunities for students to take placements in orgnaisations where they are able to pursue activities where they practice web science in context (for enterprises such as tourist boards or regional development agencies, for small businesses, or as interns for research groups at Universities)

    sound points made by colleague from Amsterdam (Hans Ackermanns)

    what people want
    sharing of resources
    beruit - french or arabic text on web science
    highland and islands - working in health related areas - seeking to share video resources
    discussions of possible text book - maybe an electronic version would be more apposite!
    remote teaching by agreement with other institutions/institutes - real time with video conferencing
    DERI are prepared to participate and exchange

    I would like to make a strong argument for remote learning - I see web science as requiring a participative curriculum, where the students play a strong role in creating their curriculum and helping take forward our understanding of web science. We are talking about learning at masters level, but I think this might also be applicable at undergraduate level. It seems to me that the very inter-disciplinary nature of the web science necessitates an active role for the students in creating their own understandings, and personally experiencing their own understanding of interdiscipinarity , not withstanding the fact that we are trying to establish web science as a discipline in its own right.

    If we believe we are seeking to educate the thought leaders of the next generation, then we would be doing them a disservice if we construct a web science curriculum which is predominantly didactic.
    ===notes===
    proposals - koblenz - text book on web science
    web science book already translated into greek and chinese
    approaches - stand alone masters, specialist modules, seeking to develop computer science 'flavoured' with web science
    scarcity of people who can deliver - seeking to find people across the country, contribute remotely


    ===
    participants
    ===
    - links incorporated where I have been able to find that the institution has a specific web science initiative/programme

    Jack Kopeski - OU Milton Keynes

    Joanna Luciano - Rensselaer -

    Chris Baker - University of New Brunswick

    Michalis Vafopoulos - Thosaloniki

    Hugh Glaser - Linked Data consultant

    Nick Gibbons - University of Southampton

    Hans Akkermanns - The Network Institute NV Amsterdam http://www.vu.nl/en/research/interdisciplinary-research-institutes/ni/index.asp

    Elizabeth Brooks - UHI - head of computing network

    Connor Hayes - DERI - NUI Gallway Ireland

    Stéphane Bezane - UIR web science at USJ Beirut looking for ways of setting up exchanges for students and sharing materials (lebanon - on interest to Montpellier)

    Birgit Proell - Johannes Keppler University , interested in sharing materials

    Su White - Southampton/Montepellier 2

    Marco Antonio Cassanova - Brazilian Web Science Institute http://www.webscience.org.br

    Geraldo Xexéo - Brazilian Web Science Institute http://www.webscience.org.br

    Sergej Sizoc - Koblenz

    Lei Zhang - Tsinghua University (name means the water is clear and the trees are growing)

    Hugh Davis - Southampton/Montepellier 2

    Bernie Hogan - Oxford Internet Institute

    Mark Weal - University of Southampton

    Wendy Hall - University of Southampton

    Nigel Shadbolt - University of Southampton

    Claudia Roda - American University of Paris, Interested in sharing materials

    ===
    interactions - and questions to continually ask....
    ===

    what are you proposing?

    what are you arguing?

    so what did you mean by that?

    Issues in a web science masters

    ===
    montpellier folks
    ===

    Stefano Cerri

    Madalina Croitoru

    Clement Jonquet

    LIRMM montpellier

    University Montpellier 2

    ===
    links
    ===

    http://wiki.websciencetrust.org/w/Web_Science_Subject_Categorization_%28WSSC%29:_a_proposal_for_discussion

    http://web science.org

    http://wiki.websciencetrust.org/w/Curriculum

    1. Towards a Science of the Web: the Power of Networks. Wendy Hall. http://mediaplayer.group.cam.ac.uk/component/option,com_mediadb/task,view/idstr,CU-Personnel-2007-WISETI/Itemid,99999999

    2. Introduction to Web Science. Video of a lecture by Nigel Shadbolt.

    3. Web Science Lectures at Georgia Tech. http://webscience.cc.gatech.edu/lecture-series

    4. ESWC2008 Panel Does the Semantic Web Need Web Science. Wendy Hall moderator. http://videolectures.net/eswc08_hall_dsw/

    5. Web Science Research Initiative Curriculum Workshop Report. http://webscience.org/filemanager/active?fid=42

    6. What is the Future of the Web? A presentation by Tim Berners-Lee followed by a panel discussion with Berners-Lee, Hall, Shadbolt, Spivak, moderated by Hender and McGuinness. Links to ReadWriteWeb coverage. http://tw.rpi.edu/launch/

    7. Building a Pragmatic Semantic Web Alani, H., Hall, W., O'Hara, K., Shadbolt, N., Chandler, P. and Szomszor, M. (2008) Building a Pragmatic Semantic Web. IEEE Intelligent Systems, 23 (3). pp. 61-68.http://eprints.ecs.soton.ac.uk/15787/

    8. Web Science: An Interdisciplinary Approach to Understanding the Web Hendler, J., Shadbolt, N., Hall, W., Berners-Lee, T. and Weitzner, D. (2008) Web Science: An Interdisciplinary Approach to Understanding the Web. Communications of the ACM, 51 (7). pp. 60-69. ISSN 0001-0782 http://eprints.ecs.soton.ac.uk/16555/

    9. Why Study the Web? vide of lecture by Nigel Shadbolt http://archive.zepler.tv/266/

    10. Upcoming Web Science Events http://webscience.org/events.html











    Wednesday, 29 July 2009

    Back To School

    IMG_0783.JPG

    Its always good for a teacher to go back to school. This year, in anticipation of setting up a sabbatical at a French University, I decided to go back to school and brush up my French. I was fortunate, in that I was going to be in Paris for a conference in any case for a conference.

    Maybe its my personal preference, but I found a couple of weeks intensive study an excellent option. It gave me a chance to focus and refine my understanding, and once again I found myself musing on ways we could take an intensive approach in our regular courses at University.

    So what was their recipe for success?
    • small classes with expert tuition
    • highly motivated learners
    • intensive, highly focussed topic area