Lumen Learning on personalized learning


The original typical high-level approach to personalization included:

  • building up an internal model of what a student knows and can do,
  • algorithmically interrogating that model, and
  • providing the learner with a unique set of learning experiences based on the system’s analysis of the student model

“but if a personalized approach is for the people”, says Wiley, “in the above mentioned model there is no active role for the learner in this “personalized” experience”.

“LL approach”, he continues, “still involves building up a model of what the student knows, but rather than presenting that model to a system to make decisions on the learner’s behalf, we present a view of the model directly to students and ask them to reflect on where they are and make decisions for themselves using that information. As part of our assessment strategy, which includes a good mix of human-graded and machine-graded assessments, students are asked to rate their level of confidence in each of their answers on machine-graded formative and summative assessments.”

Excerpts from David Wiley’s article entitled “Putting the ‘Person’ Back in Personalized Learning”, full article available here

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History of Open Education


  • Barth 1971: Open Education is used here to designate a general approach to teaching and learning which presumes the child’s right and competence to make important decisions; views the teacher more as a facilitator of learning than a transmitter of knowledge, and abundant alternatives and choice for students
  • Katz 1972: Open education movement is the commitment to humanistic values including self-determination, freedom of children and aesthetic appreciation.
  • Resnick 1972: while the open education movements and educational technology are often seen as mutually hostile, the challenge in education for the future is to find ways to develop the full range of each individual’s capacities
  • Paquette 1979: Open Pedagogy is not an assemble of pedagogical processes applied in a classroom that allow results as any other pedagogy. OP influences the way of thinking and acting, it is an innovative way to envisage the educational act (..) it is focused on the interaction that exists in a class between the students and the educational environment (…) it is founded a. on the respect of individual differences, b. on the individuals’ beliefs, c. on the indirect influence of the educator and d. on a natural process of apprenticeship
  • Paquette 1995: 3 sets of foundational values of open pedagogy, namely:  autonomy and interdependence; freedom and responsibility; democracy and participation.
  • Gremmo and Riley 1995: “Autonomous learning” has been shown to be a fruitful approach and one that impinges on every aspect of language learning theory and practice, in all parts of the world. However, one important lesson which has been learnt from this work is that self-directed learning schemes and resource centers have to be planned locally, taking into account specific institutional requirements and expectations, the particular characteristics of the learners and staff, including the socio-cultural constraints on learning practices. There is no universal model for setting up a self-directed learning scheme (…) One of the first “tailor-made” resource centres was established by CRAPEL at the University of Nancy (Riley and Zoppis, 1974; also in Riley, 1986)
  • Laura Gibbs and Stacy Zemke 2015: 1. open = agency — Learners are individuals and independent agents within the learning process. They are allowed to operate independently and explore with personal freedom./ 2. open = choice — Learners choose their own pace, their own direction, and their own connections./ 3. open = expansion — The learning network is an open-ended and ever-expanding network of nodes. Each node in the network represents is a connection, a possibility for learning. Everything in the network is a project./ 4. open = creativity — Openness translates to rich possibilities that inspire new perspectives and ideas./ 5. open = student-constructed — Learners take responsibility for their learning networks and are active participants in its planning and growth./ 6. open = open-ended problems — Learning design is focused less on specific outcomes or competencies than on process. It is about empowering learners to create real solutions to real problems./ 7. open: unmeasurable outcomes — Traditional outcome measurement implies the learning is static and closed./ 8. open = risk and goodness — Choosing often leads to unexpected and unpredictable results. While there is risk associated with the unknown, there is even greater reward and goodness.
  • Wiley 2015: open= free+permissions/ free and unfettered access, perpetual, irrevocable 5R permissions (retain, reuse, revise, remix, redistribute), open= democratizes innovation, permits innovation (…) open pedagogy: a set of things you can do when outcomes, assessments, and resources are open that you cannot do otherwise (…) openness facilitates the unexpected. 
  • Downes 2016: “In the case of personal learning, the role of the educational system is not to provide learning, it is to support learning. Meanwhile, the decisions about what to learn, how to learn, and where to learn are made outside the educational system, and principally, by the individual learners themselves”



Dr Vivien Rolfe, University of the West of England, Bristol UK. Open. But not for criticism? In Opened16 Conference, available here

Claude Paquette “Quelques fondements d’une pédagogie ouverte.” Québec français 36 (1979): 20–21. available here

MARIE-JOSI~ GREMMO and PHILIP RILEY , AUTONOMY, SELF-DIRECTION AND SELF ACCESS IN LANGUAGE TEACHING AND LEARNING: THE HISTORY OF AN IDEA, System, Vol. 23, No. 2, pp. 151-164, 1995 Elsevier Science Ltd Printed in Great Britain, available here

NEXTTHOUGHT, Laura Gibbs and Stacy Zemke, Eight Qualities of Open Pedagogy, available here

David Wiley, The Open Education Infrastructure, Keynote presentation for Open Apereo 2015, available here (Frischmann’s,  Von Hippel’s and Thierer’s work)

Downes 2016, Personal and Personalized Learning, available here 

Tannis Morgan, Open pedagogy and a very brief history of the concept, available here

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That’s all FOLC!

FOLCThe Fully Online Learning Community (FOLC) is a reduced social-constructivist learning model based on communities of inquiry model (CoI). FOLC particularly responds to four problems related to the transformation of higher education in an increasingly globalized and digitalized knowledge society:

  • the limitations of distance learning and MOOCs
  • the call for greater development of 21st century competencies desired by influential organizations such as the World Economic Forum and the Conference Board of Canada
  • the needs of transformative and emancipatory learning as conceptualized by Human Rights Education
  • the requests from some international partners for new models of learning aligned with democratic and socio-economic reforms

FOLC is based on the following concepts:

  • Social Presence: The ability of learners to project themselves socially and emotionally in a community of inquiry
  • Cognitive Presence: Four-phase procedural model, considered a generalization of scientific method, begins with a triggering event, and subsequently moves through phases of exploration, integration, and resolution
  • Teaching Presence: is here eliminated in favour of a more democratized approach to learning, one which places much greater emphasis on the community and learner empowerment.
  • Digital Space: FOLC recognizes four fundamental dimensions of human-computer-human interaction (technical, informational, social, and epistemological/computational) and their accompanying competencies as prerequisite layers supporting SP, CP, and collaborative learning. It offers well-established practices for the selection and use of digital affordances to foster fully online community learning.
  • Democratized learning: as a term, it is a loose, boundary construct with scattered presence in the literature: A. it deals with processes of learning not about democracy/ B. it addresses the fact that at the microlevel education tends to be authoritarian/ C. it emphasises on the deepening democracy/ D. it gains strength through digital technologies

Key themes emerge in relation to FOLC educational environments, including:

  • collective identity and responsibility: to build interpersonal relationships; to promote distributed responsibility for refining knowledge through challenging feedback that triggers cognitive dissonance; to encourage divergent thinking.
  • freedom and flexibility: adults share both structure and control of the digital space, respecting diverse personal learning needs, and working together to improve performance; individuals bring a variety of digital tools and skills to the FOLC
  • authenticity: an authentic context; authentic tasks and activities; access to expert performances; multiple perspectives; collaboration; reflection; articulation; coaching; authentic assessment
  • community and criticality: FOLC represents a joint enterprise understood and continually renegotiated by its members; fosters relationships of mutual engagement; establishes a shared repertoire of resources that members enthusiastically share



Todd J. B. BlayoneRoland vanOostveenWendy BarberMaurice DiGiuseppe and Elizabeth Childs, Democratizing digital learning: theorizing the fully online learning community model, in International Journal of Educational Technology in Higher Education201714:13, DOI: 10.1186/s41239-017-0051-4, available here

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The Not-Yetness term.

Openness as transparency between students; communication between students and the outside world; interdependent relationships between educational institutions and external practices ( Dalsgaard and Thestrup). This paper asks if openness is a absolute positive.

The authors claim that:

  • a. the binary between open and closed is false: closed is associated with hierarchy and repression while openess represents creativity and innovation, a total liberation from the constraints of formal study (…) all forms of openess entail forms of closed-ness (Edwards), educators decide what forms of openess are justifiable pedagogically and ideologically.
  • b. the overemphasis on access homogenizes learners and contexts: not all individuals require simply access to content in order to learn; OER emphasis on replication presumes uniformity of learners (…) complexity reduction is problematic (McArthur)
  • c. open does not attend issues of power and inclusion: OERs could be reproducing asymmetric power relations between those who produce and those who passively assimilate the offerings (…) access is not enough unless it is seen in a context of social inclusion and justice

Not-Yetness is a response to dominant discourse of using technology in education: accepting risk and uncertainty of practices in flux while setting boundaries and looking for alternative modes of openness in digital education where there is an emphasis on the learners’ connections and not just content. Openness as a quality of relationship amongst students, teachers, technologies, texts and an unknown audience.

Example No 1: while wikis promote consensus around dominant voices, a federated wiki allows individuals to manage and control content, they resolve to multiple servers

Example No 2: blogging provokes an awareness of audience and voice but student bloggers rarely have the option to experiment with identity or set their own limits of exposure

Example No 3: exposing learning to an unknown and therefore unpredictable audience (the agents beyond the course) may lead students to making decisions based on the awareness of that audience.



Collier, A., Ross J. 2016. For whom, and for what? Not-yetness and thinking beyond
open content. Open Praxis, vol. 9 issue 1, January–March 2017, pp. 7–16 (ISSN 2304-070X), available here



Degreed is a startup that aspires to become a credentials’ bank. It does so by trying to create a standardized assessment for skills no matter where the individuals got them. Only a year ago it was funded with a 21 million investment to fuel the continued growth of lifelong learning and skills’ measurement for companies and professionals. Degreed seeks to create a common language for grading.

In the log in process Degreed asks you to Use the Degreed free online platform to achieve your learning goals, whether your goal is to learn a new skill or polish an existing one. You then choose from a variety of themes the ones that appeal to you more and you begin attending related material offered to you in the platform. Degreed keeps track of any books, articles, videos or even courses you might read about or watch and accumulates the traces of this material to help you prove your competencies.

In this week’s Economist the article: The return of the MOOC: Established education providers v new contenders, introduces Degreed along with Pluralsight as two companies that are trying different ways to answer to the difficult task of assessing one’s capabilities. The author claims that as long any training gets recognized and accredited it is even more likely that more lifelong learners will receive a continuing education through MOOCs or any other form of adult learning.

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The BASE* is Up!


The figure shows that over 100 million documents* (about 60% open access) were open through 5,000 content providers.The growth rates (22% for documents, 27% for content providers) are particularly impressive given the high pre-existing content rate.

In the article entitled “Dramatic Growth of Open Access” additional resources are mentioned such as: OECD iLibraryDirectory of Open Access BooksarXivsocArXivbioRxivRePECInternet Archive

* BASE: Bielefeld Academic Search Engine

**Currently in BASE: 103,458,284 Documents of 5,028 Content Sources

Image and Data available here