Understanding Personal Learning Environments: Literature review and synthesis through the Activity Theory lens

Ilona Buchem proposed to me and Ricardo Torres that we should undertake a systematic review of literature on Personal Learning Environments as our contribution to this years PLE conference held in early July in Southampton. We set out to review some 100 journal articles and blog posts in three langauges.

The major challenge was how to classify and analyse the material. We set out with an original framework comprised of  three tiers of analytic categories:

●      A top tier with the three dimensions: “Personal”, “Learning” and “Environment”;

●     A  middle tier with two domain perspectives: “Pedagogy” and “Technology”;

●      A bottom tier with a set of core concepts and a scale from “high” to “low”.

However, the first reading and analysis of selected literature led us to the conclusion that focusing only on the three dimensions at the top tier level as described above leaves out other central aspects related to PLEs. At the same time the three original categories are too broad and encompass different notions that need further disaggregation.

Thus we decided to use Activity Theory as a basis for our analysis reasoning that the idea of PLEs places the focus on the appropriation of different tools and resources by an individual learner and there is a general agreement on viewing learners as being situated within a social context which influences the way in which they use media, participate in activities and engage in communities. Learning outcomes are considered to be created in the process of tackling the problems and challenges learners meet in different contexts by using tools and resources leading to outcomes. The perspective on learning as tool-mediated, situated, object-directed and collective activity is the basic tenet of Activity Theory (Engeström 1999; Engeström, 2001).

Overall, I think the approach works well. We found that the core concepts around PLEs such as ownership, control, literacy, autonomy or empowerment are often mentioned in the literature but seldom defined, theoretically grounded or differentiated. This obscures the overall picture and understanding of PLEs. We identified a series of ‘open research questions’:

  • What types of ownership and control are relevant to PLEs?
  • What motivates and demotivates learners to establish own PLEs?
  • Which norms and values guide the development of PLEs in different contexts?
  • What roles are played by different actors in a PLE?
  • What is the relationship between ownership and collaboration in a PLE?
  • How do PLEs contribute to identity development?
  • How to balance power between different participants in a PLE?
  • How to support the development of literacies necessary to establish a PLE?

You can read the full paper below or download a copy. We would very much welcome feedback from readers.

Thanks especially to Ilona for all the hard work she put in in getting this paper ready for publication.
Understanding Personal Learning Environments: Literature review and synthesis through the Activity Theory lens

Jam Hot! A new take on Personal Learning Environments

It is conference season. Today marks the start of the PLE2011 conference in London. Together with Andrew Ravenscroft, Dirk Stieglitz and David Blagborough, I am presenting a paper with the snappy name ‘‘Jam Hot!’ Personalised radio ciphers through augmented social media for the transformational learning of disadvantaged young people.’

Although the paper is very much a work in progress, there are a series of ideas here which I find interesting and will return to on this blog in the future. In the meantime any feedback very welcome.

‘Jam Hot!’ Personalised radio ciphers through augmented social media for the transformational learning of d…

Sounds of the Bazaar Internet Radio Summer Tour

It is becoming a bit of a tradition that every summer the Sounds of the Bazaar Internet Radio show goes on tour. This year is no exception. And we have lined up a brilliant schedule over the next month including live coverage from conferences, workshops, summer schools and festivals spanning four countries.

To listen to any of the programmes just go to http://cp2.internet-radio.org.uk/start/ravenscroft/

You can listen direct from this web page or open the stream in the music player of your choice.

We kick off next week from the Personal Learning Environments Conference in Southampton, England (#PLE_SOU) with two lunch time shows. We wil be broadcasting live interveiws, vox pops and bringing you the best of the conference live from Southampton. The shows run from from 1330 – 1400 UK Summer Time (1430 – 1500 Central European Time) on Tuesday 12 and Wednesday 13 July.

On Friday 15 July, we have a special broadcast being produced as part of a workshop with Inspire! the Education Business Partnership for Hackney, the Yo youth agency and the University of East London and sponsored by the RadioActive and G8WAY projects. More on this soon but it promises to be great fun. The programme goes out from 1530 – 1600 UK Summer Time (1630 – 1700 Central European Summer Time).

The following week we will be broadcasting LIVE from the Gary Chapman International School on Digital Transformation in Porto, an event jointly organised between the University of Porto and the University of Texas.

The summer school themes are

  • Information access and open civic discourse
  • Digital tools for government transparency
  • Evolving Internet content regulation and the public’s right to information
  • Digital media and the democratic process
  • Factors influencing the growth of online civic engagement

Details of the radio show are still being finalised but we can promise you some surprise guests along with great interveiws and content for anyone intersted in digital media.

And the last stage of our summer tour takes us to SMIAF – the San Marino Arts Festival where we will be running workshops and broadcasting live from one of the city squares. If you are interested in getting involved here are more details:

Graham Attwell (UK) & Dirk Stieglitz (DE) di “Pontydysgu – Bridge to Learning” e della web radio: “Sounds of the Bazaar” condurranno il workshop in occasione dello SMIAF 2011.

Insieme a loro si capirà come costruire una web radio, come produrre il materiale per il broadcasting e tutto quello che serve per trasmettere.

Il workshop prevede due incontri:
Venerdì pomeriggio a partire dalle ore 15
Sabato mattina alle ore 10,30.

***Si richiede ai partecipanti un pc, mac, laptop…personale.
Lo SMIAF non fornisce computer ma solo la connessione WIFI, gentilmente concessa da PRIMA s.r.l.

Dopo il workshop..anche broadcasting in diretta:
Sabato 6 e domenica 7 agosto in occasione dello SMIAF si potrà dare vita alla prima SMIAF web radio e trasmettere in diretta da P.zza S.Agata durante il Festival.
I partecipanti al workshop e anche al festival sono liberi di trasmettere musica, interviste, e tutto quello che ritengono bello ed interessante per quei giorni.

Per iscrizioni al workshop, invia una email a: smiaf.giovanisaperi@gmail.​com

Don’t miss these shows – there will be lots of room for participation and we are looking forward to a great summer radio tour.

Knowledge development and Personal Learning Environments

I am in Innsbruck for four days for a meeting of the EU funded research project, Mature-IP. Over the next few days I will try to report on what theproject is doing.

The Mature project has always interseted me in its approach to Personal Learning Environments. Whilst most projects based on PLEs have looked at learning within schools and univeristies, Mature looks at knowledge maturing processes in work.

And the project has adopted a user based approach working with a number of different user groups, in the UK from the Careers services, in developing and iterating a PLE based on knowledge development services. The project has also developed a series of knowledge indicators, based on these services.

Is it working? It is a little early to tell. But the project acknowledges the importance of different forms of learning leading to knowledge development and sharing in the workplace and also takes account of differences in context. The services developed have been based on the idea of represneting, modellinga nd reseeding knowledge delopment or maturing processes as seen in the diagramme above. Twenty seven services have been developed to date and can be combined in what are being called insubstatiations to take account of such contexts. I realise these may seem somewhat abstract but they have served in bridging between social and educational researchers working on the project and software develers. These services are:

Representation Services:

Content

  • Content metric service: Provides a wrapper for encapsulating various content metric implementations
  • Classification service: Classifies resources to a given set of categories based on their content. Classification can be improved by the help of user feedback
  • Clustering Service: Groups items regarding a special feature

Structure

  • Task Similarity Service: Computes the similarity between tasks
  • Tag Mortality Analysis Service: analyses tags / concepts and their activity to predict their death
  • Concept Relationship Analysis Service: Analyzes concept hierarchy and usage of concept for annotations to derive recommendations for adding broader/narrower relationships
  • oSKOS Analysis Service: analyzes a SKOS ontology for potential redundant or missing information

Usage

  • Usage Logging Service: collects usage data from the user’s interaction with the MATURE systems
  • Process Tracking Service: logs process and task execution

Model Services

User

  • User Modeling Service: Detects a user’s knowledge from his or her usage data
  • Topical User Modeling Service: Provides an aggregated topical profile of a person

Task

  • Process Monitoring Service: Provides the means to query and browse log data provided by the Process Tracking Service in aggregated form
  • Process Model Refinement Service: Compares the modelled process with the actual process executions and suggests improvements on the process model based on it

Resource

  • Resource Model Service: Describes resources based on usage data
  • Document Similarity Service: Derives the textual similarity between two documents
  • Resource Quality Profile: Creates a qualitative profile for each resource

Reseeding Services

Reseeding of Knowledge about contents

  • Quality Based Resource Recommendation: Provides a set of ranked resources based on the qualitative status of the resource and quality requirements of the user
  • Context Aware Notification Service: Provides information about activities related to artefacts
  • Reseeding of Knowledge about SemanticsTag Recommendation Service: Provides tag recommendations to achieve a consistent personal and organisational tag vocabulary
  • Keyword Recommendation Service: Provides a list of synonyms and hyponyms for tags
  • Ontology Gardening Recommendation Service: provides recommendation for improving a SKOS ontology based on the ontology itself and information on its application

Reseeding of Knowledge about Processes

  • Case-based Resource Recommendation Service: suggests resources based on resource-use in historical process executions.
  • Historical Case Service: searches for historical cases based on a given input

Reseeding of Knowledge about People

  • Expertise Analytics Service: Provides an aggregated overview and comparison of available and requested expertise based on tag assignments and search query analysis within a certain timeframe
  • People Ranking Service: Provides a ranked list of people that are relevant for a given topic
  • Expert Ranking Service: Based on past tag assignments (user-document-tag triple marked with a timestamp), this service recommends knowledgeable colleagues working on a specific topic
  • People Awareness Service: Based on a user/person’s profile, this service recommends other persons with a similar profile

Personalised Radio Ciphers: internet-radio and augmented social media for transformational learning of disadvantaged young people

This is proposal submitted by Andrew Ravenscroft, Graham Attwell, David Blagbrough and Dirk Stieglitz for the PLE2011 conference in Southampton has been accepted. We are going to have a lot of fun. And remember you can join us too. Whilst paper submissions are closed you can still submit proposals for posters pecha keucha or the media competition until June 11th.

Introduction: Designing personalized new media spaces to support transformational and emancipatory learning

Relatively recent research into, and definitions of, personalised learning environments (e.g. van Harmelen, 2008) have proposed new technological configurations or learning design patterns. These typically harmonise individual learner agency and initiative with a developing ecology of open web services and tools. This is the PLEs from an ‘alternative learning technology perspective’. Another and complementary way to view personalisation, that has a history beyond relatively recent technological developments, is to view ‘personlisation as practice’. In this sense, personalisation is rooted in the ‘deep’ matching and development of learners interests, experiences and motivations with their chosen informal or formal learning trajectories, that may be realized through personalised technologies. This is a psycho-social approach to personalisaton and learning technology design and use, that conceives of learning as something that grows out from the learner, rather than something that is acquired from some pre-structured, ‘external’ and ‘imposed’ curricula.

This position is particularly important when we are attempting to find technology-enabled ways to engage, retain and support the learning of disadvantaged people who are excluded, or at risk of exclusion, from traditional learning paths and trajectories. Arguably, this problem is most severe in the burgeoning numbers of NEETs (Not in Education Employment and Training) throughout the UK and Europe. Addressing the needs of these growing communities requires new and radical approaches to learning, learning design and technology-enabled practice. One foundation for a radical and technology-enabled pedagogy for disadvantaged groups is the groundbreaking work of Paulo Freire (1970).

Applying Friere to PLE design: Technical reformulation of ciphers

In Paulo Freire’s seminal work “Pedagogy of the Oppressed” (Freire, 1970), he emphasized the importance of critical engagement in and analysis of broader societal ‘cycles’ and their effects. One way to do this is through using lived culture, and praxis (action that is informed by values) as the foundational elements for developing circles that promote transformational learning. These ideas have recently been taken up within the non hierarchical, shared, creative, inclusive, safe and supported spaces called “ciphers” – which have emerged from the urban youth culture particularly around hip hop music (Wiliams, 2009).

We are currently using this cipher concept as a metaphor for designing and developing RadioActive, a hybrid of internet-radio and augmented social media platform to support the transformational learning of disadvantaged young people.

The RadioActive pilot

This presentation will describe the design, piloting and evaluation of RadioActive with NEETs in the London Borough of Hackney. The radio-social media platform is being co-designed with these NEETs and their support actors (such as youth workers and parents) in Hackney (in London). A key aspect is that the ‘going live’ aspect acts as a catalyst for community engagement and cohesion, linked to related social media activity. Put simply, the internet-radio gives a presence, real-time narrative and an energy that drives participation, interaction and content creation.

This is an innovative and participative broadcasting model that combines Open Source or easily affordable technology to create ‘the communities’ radio platform. This deliberately fuses, inspired by Web 2.0 trends, traditional distinctions between broadcaster/program planner and listener/consumer. The holistic design concept is an edutainment platform and hard to reach community combined, via the cipher approach, into a connected ‘live entity’ rather than the community being seen as a separate audience that is broadcast to.

The central idea is that this radio cipher provides the means to initially engage and retain NEETs, who can then be exposed to and participate in informal learning activities that lead to the development of skills and competencies that prepare them for Further Education or work. They develop both ‘soft’ and ‘hard’ skills through RadioActive. The softer ones relate to personal expression, the development of self-confidence and self-esteem, and the development of collaborative working skills. The harder ones involve the development of concrete digital literacy, media production, communication and organizational skills, that can exploited in other education or employment related activities. Similarly, their artefacts and competencies are recorded (e.g. in an eportfolio) or made public (e.g on the web) in ways that can be presented to potential Educators or Employers.

The proposed conference activities

This contribution will follow the collaborative and praxis driven spirit of this project and the PLE conference, through incorporating 2 related activities:
1. A presentation linked to the archive of the pilot radio show;
2. Mashup madness or a community in harmony? Live RadioActive show and DJ set during a social event at the conference, with RadioActive DJ’s mixing a set based on 1 or 2 favorite songs suggested by each delegate.

References

Friere, P. (1970). Pedagogy of the Oppressed, Continuum Publishing.

Van Harmelen, H., Design trajectories: four experiments in PLE implementation, Interactive Learning Environments, 1744-5191, Volume 16, Issue 1, 2008, Pages 35 – 46.

Wiliams, D. (2009). The critical cultural cypher: Remaking Paulo Frieire’s cultural circles using Hip Hp culture. International, Journal of Critical Pedagogy, 2, 1, pp 1-29.