UNESCO Chairs in Open Educational Resources (OER)  and Artificial Intelligence (AI) have partnered with the Slovenian Ministry of Education, Science and Sport, in a pivotal project addressing the use of AI as a frontier technology for OERs.  The workshop organiser, Knowledge 4 All Foundation is looking to partner with early adopters of the platform in the Global South.

Within X5GON we have developed an extensive architecture, where state-of-the-art machine learning and recommender algorithms are deployed to crawl, classify and understand OER resources so that we can then determine how best to help people learn in a way most suited to them. We, therefore, have succeeded in harvesting OER data and creating the first AI-powered platform for OERs that will allow teachers and students, businesses and educational institutions to access OER from everywhere at any time in various formats such as video, text or pictures, different topics and languages.

The workshop will have two objectives:

  1. Technical solution: ML/AI researchers will present the results of the project - platform with robust API - to international stakeholders with the specific goal to attract MS Delegations, National Commissions, researchers and policymakers in facilitating impact by engaging startups and innovation communities outside of the project consortium, who will be better placed to attract communities of adopters, developers and hackers. This can be achieved particularly by utilising existing partners’ governmental initiatives with startup ecosystems.  Involving the engagement of startups and innovation communities to use the data provided by the platform will be an immense innovation in the space of OER, as traditionally governments who are the main founders of open access materials cannot capitalise on the value of the materials or introduce innovation.
  2. Policy solution: The Ministry will present the policy framework - OER Recommendation and implementation of the Ljubljana OER Action Plan - that will allow the introduction of such frontier technologies into governments and in this way create value on top of OER.  The X5GON partners are leading the draft text formulation for the UNESCO Recommendation on Open Educational Resources further to the adoption of Resolution 44 ‘Desirability of a standard-setting instrument on international collaboration in the field of Open Educational Resources at the 39th Session of the UNESCO General Conference. The Ministry will describe in detail the barriers it is facing by introducing AI and OER into its policy context and implementation in the Slovenian education system.

Throughout 2018, UNESCO has contributed to the deliberations around the challenges at the intersection artificial intelligence and human rights, openness, access and information ethics. A series of workshops at UNESCO’s Partners Forum, the Internet Governance Forum and a high level event at Mozilla Foundation brought together various actors from the world of academia, civil society and governmental bodies, such as the Government of Mexico and the Council of Europe, who discussed why a multi-stakeholder, inclusive and open mechanism would be needed to address a number of key issues surrounding Artificial Intelligence.

UNESCO is presenting a primer analysing the changes that advanced ICTs are bringing to society, under the prism of the ROAM framework and the normative principles that anchor inclusive knowledge societies and sustainable development. The publication will provide conceptual tools to understand governance of and the artificial intelligence and reflect the multiple implications and risks in the areas of Rights, Openness, Access and Multi-stakeholder as well as crosscutting issues as advocated by Internet Universality ROAM framework.

The report examines the emergence of new technology driven 'discrepancies' between countries that have access to and know-how about advanced ICTs and others that have limited access to these technologies. The publication will provide Member States, private sector, technical community, policymakers and civil society a critical reflection on the development and use of advanced ICTs in the context of knowledge societies and sustainable development, as well as a series of recommendations on what UNESCO and other stakeholders’ future actions will be in harnessing the AI development for Internet Universality and knowledge society.

The session would start by presenting the main findings of the report and engage with the participants on key questions that require further consultation and interdisciplinary reflection. An analysis of artificial intelligence ecosystem based a 3C framework of Commitment, Capacity and Creation that has been developed in a joint project with students at Sciences Po, Paris will be presented. The framework has been used to understand the AI related developments in Africa, in keeping with UNESCO’s Global priority Africa.

Objectives

The panel discussion is to reflect deeply on issues concerning Rights, Access and Multi-stakeholder Governance of Artificial Intelligence. The “Openness” dimension will be further explored by a following session focused on Open Data and AI. The session will:

  1. Present common findings of the UNESCO Report on AI for Internet Universality and Knowledge Societies
  2. AI and human rights: how AI impacts freedom of expression, privacy, journalism and media, discriminations, etc.
  3. AI and Access to Information: How to strengthen awareness and knowledge about AI among policymakers, citizens and journalists? How is the AI Ecosystem in Africa based on 3C’s of Commitment, Capacity and Creation?
  4. Multi-stakeholder AI Governance: Exploring frameworks for multi-stakeholder governance of AI

Outputs

The session will present UNESCO’s findings on AI and encourage further debate on Rights, Access and Governance of AI. It will bring attention to AI development in Africa through an extensive data collection exercise conducted as a joint project between UNESCO/CI and Sciences Po, Paris. These will feed into UNESCO’s efforts in creating consensus around artificial intelligence and its emerging challenges and opportunities based on the R.O.A.M principles.
The feedback from the participants will inform UNESCO strategy on AI and identify questions for further engagement.

Welcome remarks:

  • Mr. Moez Chakchouk, Assistant Director General for Communication and Information, UNESCO

Moderator:

  • Mr. Guy Berger, Director for Freedom of Expression and Media Development, UNESCO

Presenters:

  • Mr. Alexandre Barbosa, CETIC.br
  • Mr. Shipeng Li, Vice President of iFLYTEK and Joint president of the Institute of iFLYTEK
  • Ms. Anriette Esterhuysen, Association for Progressive Communications
  • Mr. Nigel Hickson, ICANN
  • Mr. John-Shawe Taylor, UNESCO Chair in AI at University College London
  • Ms. Elodie Vialle, Rapporteurs Sans Frontiers

If we are to make the most of the possibilities offered by AI to the world, we must ensure that it serves humanity, with respect for human rights and human dignity, as well as our environment and ecosystems. Today, no global ethical framework or principles for AI developments and applications exist. UNESCO is a unique universal forum with over twenty years of experience in developing international instruments related to bioethics and the ethics of science and technology.

It has the responsibility to lead an interdisciplinary, pluralistic, universal, and enlightened debate – not a technical debate, but an ethical one – in order to enter this new era with our eyes wide open, without sacrificing our values, and to make it possible to establish a common global foundation of ethical principles.

What do we mean exactly by a human centred and ethical AI? What are the immediate and potential longterm ethical challenges raised by AI in the domains of UNESCO’s mandate? What are some of the challenges in establishing ethical frameworks and principles in this field? Does this definition change in different regions of the world? What is a possible way forward and who needs to be involved in the conversation?

Moderator:

  • Mr John Shawe-Taylor, UNESCO Chair in AI, Professor of Computational Statistics and Machine
    Learning, University College London, UK

Introductory remarks:

  • Mr Sang Wook Yi, Philosophy professor, Hanyang University, Republic of Korea, Member,
    World Commission on the Ethics of Scientific Knowledge and Technology, UNESCO

Panellists:

  • Mr Bernd Carsten Stahl, Professor of Critical Research in Technology, Director of the Center for Computing and Social Responsibility, De Montfort University, United Kingdom
  • Ms Dorothy Gordon, Chair, Information For All Programme, UNESCO
  • Mr Edson Prestes, Institute of Informatics, Federal University of Rio Grande do Sul, Brazil
  • Ms Emma Ruttkamp-Bloem, Professor in Philosophy of Science, University of Pretoria, Leader of Ethics of AI research group, Centre for Artificial Intelligence Research (CAIR), South Africa
  • Mr Osamu Sudo, Professor, University of Tokyo, Chair, Council for Social Principles of Human-Centric AI, Japan
  • Mr Sang Wook Yi, Philosophy professor, Hanyang University, Republic of Korea, Member, World Commission on the Ethics of Scientific Knowledge and Technology, UNESCO
  • Mr Lan Xue, Dean of Schwarzman College, Tsinghua University, China

 

Background: The idea of a multilingual world is becoming truly a reality, as sophisticated monolingual, cross-lingual and multilingual language technologies have been created and have immensely optimized the translation quality and language/topic coverage in real-life situations.

However, a major challenge resides in respecting the plural diversity of all world regions residing in their languages and cultures yet avoiding all forms of education, research and business fragmentation linked to those same assets. Another is the relationship between the EU’s language technologies for the Digital Single Market and its connection with other language markets, which is also a major opportunity the field had in the last couple of years.

Specific Challenge: The challenge is to facilitate multilingual online communication in developing countries specifically in the domain of education, and enable it with the technologies developed in the EU, currently leading in this field, by taking down existing language barriers. These barriers hamper wider penetration of cross-border education, commerce, social communication and exchange of cultural content.

Additionally, current machine translation solutions typically perform well only for a limited number of target languages, and for a given text type. The potential for a value added global action in creating access to educational content with machine translation acting as a bridge between national educational systems is enormous.

Specific Solution: The Knowledge 4 All Foundation solved the problem of mass translation in education by developing TransLexy, a robust service that provides translation from English into nine European and two BRIC, languages, namely:

  1. English → Bulgarian (Български)
  2. English → Czech (Čeština)
  3. English → German (Deutsch)
  4. English → Greek (Ελληνικά)
  5. English → Croatian (Hrvatski)
  6. English → Italian (Italiano)
  7. English → Dutch (Nederlands)
  8. English → Polish (Polszczyzna)
  9. English → Portuguese (Português)
  10. English → Russian (Русский)
  11. English → Chinese (漢語, 汉语)

The platform is intended to overcome the existing language barriers in education, and can deal with huge volumes, high variety of languages and education text styles, and deliver results in reasonable time (in most cases, instantly).

Moving forward: The Foundation will add to its portfolio in partnership with the University of Edinburgh the following language pairs:

  • English → Afaan Oromo
  • English → Tigrinya
  • English → Igbo
  • English → Yoruba
  • English → Gujarati
  • English → Punjabi
  • Kurdish→ English
  • North Korean → English
  • Hausa → English
  • Swahili→ English

Join us at the Artificial Intelligence: Research, Technology and Business in OER” focused satellite at the 2nd World Congress on Open Educational Resources in Ljubljana, Slovenia on 18-19 September 2017.

Knowledge 4 All Foundation would like to take advantage of the momentum it has created with its activities in technology and research for Open Education, and provide real-life and data driven inputs to policy making bodies at the Congress. It will bring together representatives of Ministries, Data industry experts, Researchers and NGOs.

The event is by-invitation only and can be followed via the hashtag #oercongress on Twitter.

Day 1 – Monday 18.9.2017, room Kosovel
  Session 1: Building OER - challenges
11:30-13:00

Introduction by Colin de la Higuera, UNESCO OER chair, University of Nantes

Rory McReal, UNESCO OER Chair, University Athabasca

Jane-Frances Agbu, ICDE OER Chair, National Open University of Nigeria

Shivi Chandra and Dr. Richard Tibbles, Learning Equality
13:00-14:30 Lunch
  Session 2: Accessing OER - challenges and solutions
14:30-15:30

John Shawe Taylor, University College London

Gregor Leban, CEO Eventregistry

Tel Amiel, UNESCO Chair in Open Education, University of Campinas

  Session 3: Infrastructures, Operators and Use Cases
15:30-16:30

Smiljana Švarc, Post Office Slovenia

Jurij Bertok, Slovenian Ministry of Public Affairs, Republic of Slovenia - running governmental cloud education

Zlatko Fras, Director of Division of Internal Medicine, University Medical Centre Ljubljana

  Session 4: OER - Security and Privacy
16:30-17:30

Dobran Bozic, Slovenian Government Office for the Protection of Classified Information

Matej Kovačič, Centre for Knowledge Transfer in Information Technologies Jožef Stefan Institute

Blaž Ivanc, Elmar d.o.o

 

Day 2 – Tuesday 19.9.2017, room Kosovel
  Session 5: OER for Inclusion and Multilingualism
9:30-11:00

Gonçal Garcés, Universidad Politecnica de Valencia

Jernej Pikalo, University of Ljubljana (Slovenia), Former minister of education

11:00-11:30 Coffee break
  Session 6: Evaluating OERs
11:30-12:30

Robert Schuwer, UNESCO OER Chair, Fontys University of Applied Sciences

Sophie Touze, President of the Open Education Consortium Board, Ministry of Higher Education and Research – France

Emine Yilmaz, University College London, Computer Science Department

12:30-14:00 Lunch
  Session 7: Changing Business models
14:00-15:30

Piotr Pluta, Director Corporate Affairs, CISCO (EMEAR)

Vasja Kozuh, Editor in chief, DZS publishing house

Alessandro Giacombe, General Manager, Worldwide education, Microsoft

15:30-16:00 Coffee brake
  Session 8: OER and Computational Thinking
16:00-17:00

Colin de la Higuera, UNESCO OER chair, University of Nantes

Andrej Brodnik, University of Ljubljana

End result of this event:

  • Theme - Capacity of users to access, re-use and share OER: Identifying a set of basic and advanced technologies that can be immediately deployed across OER siloes repositories in order to extract value for users.
  • Theme - Ensuring inclusive and equitable access to quality OER: Identifying technologies and addressing equitable access to quality lifelong learning for all, including persons with disabilities.
  • Theme - Language and Culture: Initiating a programme of ground-breaking actions that will deliver, by 2022, an online OER market free of language barriers, delivering automated translation quality, equal to currently best performing language pair/direction, in most relevant use situations and for at least 90% of the learners in UNESCO official languages.
  • Theme - Changing business models: Initialise a process of creating a level playing field for attracting businesses to the Openness agenda and defining services for OER that can potentially lead to innovative business models and new revenue streams, including companies that are not in the traditional education market.
  • Theme - Development of supportive policy environments: Initialise initiatives for openness to properly Open-up and improve access to data, materials, etc., as it is not enough just to open national databanks and “open up” governments, which are the main funders of OER, but require enactment of sound policies at the highest possible level, their follow-ups and implementation measurability, and allow for businesses’, researchers’, and technologists’ engagement in the nested process.
  • Theme: Security and Privacy: With educational issues present, security and privacy concerns are extremely important and require a renewed attention to both enable teachers and pedagogues to help learners in the best way and allow each user to have full confidence in the protection of his data.

Rationale

Machine learning is a type of artificial intelligence. It allows computers to become more accurate in predicting outcomes without explicit programming, using algorithms that iteratively learn from data.

Although there have been many good practices reported, OER still haven’t reached wider deployment. This is due to a chaotic OER space that is scattered across many sites, content that is available in various modalities, formats, languages and quality and the lack of services to allow easy discovery, structuring and bundling, personalised digestion of content to serve teachers and learners needs and preferences.

Here we present an agenda that culminates in connecting all digital aspects of OER with advanced technologies and create value for business.

Preamble

Two of the trustees of the Knowledge 4 All Foundation are UNESCO Chairs and leading scientists in Artificial Intelligence and actively involved in creating technologies and products for OER.

In October 2016 one of the Chairs had a presentation of AI and machine learning technologies to UNESCO ED and CI colleagues working in or interested in this field.

The presentation opened a longstanding debate on the use of AI in SDG 4 on education and specifically how could the wider business, research and technology community find a value in facilitate the adoption and mainstreaming OER.

Background

To make mainstreaming OER a reality, its impact needs to be of benefit to all, everywhere, a collective effort has to be made by all actors: UNESCO has the understanding of where the problems lay and what are the challenges.

Both UNESCO specialists and Knowledge 4 All network have a global understanding of the links between Education issues and enabling technologies and therefore the impact that progress in Education can have over the general UNESCO agenda.

Scientists have the understanding of the algorithms, technologies which are being deployed to day on smaller scales, in experimental settings or on altogether different problems, finally the industry has the capacity of deploying solutions. Companies and businesses have a strong interest in understanding how to find added value models on top of Openness and OER.

Opportunity

Business, Technology and Research in Artificial Intelligence are tightly connected, and can ultimately influence policies. This event will show that (i) basic and advanced technologies, that (ii) can ensure inclusive and equitable access to quality OER, and empower (iii) massive quantities of users to access, re-use and share massive amounts of OER, (iv) based on their respective language and culture needs and specifics, are already available and need only to be applied to OER, which will in return create a marketplace for (v) changing business models – this is only possible through (vi) a supportive policy environment.

Given the trends in education, technology, digital business models, and, most importantly, customer market power, the OER agenda must account and surmount the enormous business, technology, and political complexity.

Themes

Structure of the event: Providing answers to the main Congress theme “Challenges to mainstreaming OER practices”

  1. Capacity of users to access, re-use and share OER: Artificial Intelligence is impacting today many sectors (Health, Security, Autonomous vehicles, smart cities, etc.), we believe it will have a profound impact on education. AI and machine learning (ML), which include technologies such as deep learning, neural networks and natural-language processing, can also encompass more advanced systems that analyse, learn, predict, adapt and potentially operate autonomously for learners’ benefits. Large systems can learn and change future behaviour, leading to the creation of more intelligent devices and programs.
  2. Language and Culture: We want to demonstrate Machine Translation research and technologies available that can solve many of the detected OER adoption problems. Interdisciplinary work has led to a new paradigm in overcoming the language barrier and progressively, to reach high quality for all language combinations and translation directions, and cater for the most demanded text types and use contexts. Systems and solutions exist that are intended to overcome the language barriers, can deal with huge volumes, high variety of languages and text styles, and deliver results in reasonable time (in most cases, instantly). These methods require automatic learning from language resources, the availability and suitability of the latter need to be addressed.  We will present technologies for EU languages (both as source and target languages) that solved the issue of "fragmentary" or "weak/no" machine translation support and start the agenda on all other UNESCO Member States languages.
  3. Ensuring inclusive and equitable access to quality OER:Whereas OERs are being added in vast quantities by organisms and individuals, unless alternative governance tools are provided, it will be difficult for material prepared in less known institutions, using less spoken languages to emerge and be part of the educational offer. It is essential that these mechanisms, as discussed and encouraged at a political level, be supported by the right technologies.
  4. Changing business models: The plan is to discuss potential new business models involving Artificial Intelligence in OER and Open education and present the business view of various stakeholders on OER. Increased cross-border availability and wider adoption of education technology products/services is generating new business opportunities for European and global providers and because the nature of OER is digital and falls into the broader area of open education, in terms of business it is becoming an interesting venue of exploration for IT and data companies. We want to showcase this new business arena, which is not directly connected to the publishing industry, and invite all Telecoms, Post offices, broadband providers and other open software based companies to join us at the congress and present their collaborative ideas. Established in 1874, the Universal Postal Union (link), with its headquarters in the Swiss capital Berne, is the second oldest international organization worldwide. With its 192 member countries, the UPU is the primary forum for cooperation between postal sector players. It helps to ensure a truly universal network of up-to-date products and services. In this way, the organization fulfils an advisory, mediating and liaison role, and provides technical assistance where needed.
  5. Development of supportive policy environments: Current developments in particular in the policy adaptations shows that only policies alone are not enough to streamline OER and Open Education. This also includes the UNESCO policy process towards a “UNESCO Recommendation in OER” that is planned to last till 2019 with still unclear outcomes. This is why Slovenia has been approached by several countries to propose some concrete and joint actions towards implementation of OER and Open Learning. This will from one side support the UNESCO process, demonstrate effective OER use, and create a role model and exemplar for other countries to follow and/or be involved. We call this the “Dynamic Coalition of Member States in OER and Open Education”, which brings together Member States, companies, social partners, civil society, non-profit organisations, education providers, and activists, who take action to tackle the mainstreaming of OER globally. All organisations who take action to boost OER can become members of the Coalition by endorsing the objectives and principles of the Coalition as laid out in the members Charter or Roadmap (draft to be prepared).
  6. Security and Privacy: Institutions currently issue records in a format that is not tamper proof, not recipient owned. A possible solution is to use blockchain for instant verification. This new technical infrastructure gives people the means to hold and share their records as they see fit. Advanced technologies are what makes a difference. This section begins with definitions and distinctions between privacy, confidentiality, and security. We will address the concerns about these concepts with regards to personal identity, learning certificates and general data information and more. We will discuss tools and approaches for protecting personal and educational information and content.

Knowledge 4 All Foundation Ltd is based in London (UK), and supports its 1000+ researchers and 62 member institutions is by co-funding more than 200+ events, 60+ machine learning challenges, 20.000+ academic video lectures and creating machine learning tools and software for open education. Two K4A trustees are also UNESCO Chairs in OER and directly involved in the organisation of the Congress.

Pošta Slovenije d.o.o. is national postal operator in Republic of Slovenia. Pošta Slovenije ensures development as well as high-quality, competitive and reliable provision of postal services, logistics services, secure electronic postal services, the services of the global postal information and communication network use and retail sales to domestic and international private and business customers.

X5GON project members: University College London, Institut Jozef Stefan, Knowledge 4 All Foundation, Universitat Politecnica de Valencia, Université de Nantes, Universitaet Osnabrueck, Slovenian Post, Ministry of Education of Slovenia.

Organized by

Knowledge 4 All Foundation Ltd.
Microsoft Bosnia and Herzegovina
Ministry Of Education, Science And Youth Canton Sarajevo
UNESCO Chair on Open Technologies for Open Educational Resources and Open Learning
OpeningupSlovenia members

9:20‑9:30 cdde2okihwdxkaam2btpcgapzjrgjyinIntroduction and welcome – BiH perspective on Open EducationAzemina Njuhovic, Ministry of Education and Science, Canton Sarajevo, Bosnia-Hercegovina
9:30‑10:15 Mitja JermolOpeningupSlovenia and UNESCO Chair activities – Artificial Intelligence and ICT for Open Education (video + slides)Mitja Jermol, UNESCO Chair in OER, Head of Center for Knowledge Transfer in ICT, Institut Jozef Stefan
10:15‑10:45 Gasper HrasteljUNESCO in the Field of Education Creativity and Multi-Stakeholder Co-Creation (video + slides)Gašper Hrastelj, Slovenian National Commission for UNESCO, Slovenian Ministry of Higher Education, Science and Sport
10:45‑11:15  Coffee break
11:15‑11:30 Adin BegicMicrosoft BiH, Office 365 for Education – communication and collaboration platform (video + slides)Adin Begić, MSŠ "Mehmedalija Mak Dizdar" Breza, Gimnazija „Visoko“ Visoko, OŠ „Vladislav Skarić“ Sarajevo
11:30‑12:15 Kostadin CholakovKeynote traMOOC – Translation for Massive Open Online Courses (video + slides)
Dr. phil. Kostadin Cholakov, Humboldt-Universität zu Berlin
12:15‑13:00 Piet Grymonprez,, Mihajela ČrnkoKeynote MyMachine – from Kindergarten to Industry introducing a Creative Approach to all levels in Education (video + slides)Piet Grymonprez, MyMachine Global and Mihajela Crnko, MyMachine Slovenia project lead, Institute Jozef Stefan
13:00‑14:00 Lunch time
14:00‑14:45 Alfons JuanKeynote: Language technologies for Education: EMMA - European Multiple MOOC Aggregator, transLectures - Transcription and Translation of Video Lectures, Active2Trans - Active Interaction for Speech Transcription and Translation (video + slides)Alfons Juan-Ciscar, Universitat Politècnica de València
14:45‑15:00 Coffee break
15:00‑15:30 Gordana JugoOpening up Croatia – The Croatian perspective on Open Education (video + slides)
Gordana Jugo, Head of Service for Educational Technologies  Department for Support to Education Croatian Academic and Research Network - CARNet
15:30‑16:00 Ivan ObradovicOpening up Serbia – The Serbian perspective on Open Education with BAEKTEL project an OER (Open Educational Resources) network (video + slides)Ivan Obradović, Director Center for e-learning and distance education, University of Belgrade
16:00‑16:30 Elena StojanovskaOpening up Macedonia – The Macedonian perspective on Open Education (video + slides)Elena Stojanovska, Vice President and Coordinator for project development and writing,  Center for Local Initiatives Bitola
16:30‑17:00 Final discussion and wrap-up
 17:00 Dinner (on your own)

The Internet of Education 2015 conference will be video-recorded by the Videolectures.Net with the following programme committee that will balance the content between the Slovenian and SEE region best practices in open education:

  • John Shawe Taylor, Conference Chair, University College London, United Kingdom
  • Davor Orlic, Programme Chair, Knowledge 4 All Ltd., London, United Kingdom
  • Elena Kovacevic, Microsoft, Bosnia-Hercegovina
  • Azemina Njuhović, Ministry of Education and Science, Canton Sarajevo, Bosnia-Hercegovina
  • Mitja Jermol, Organisational Chair, UNESCO Chair in OER, Jožef Stefan Institute, Slovenia

This year's Internet of Education conference takes place in Ljubljana, Slovenia and is organized by Knowledge 4 All Foundation Ltd (K4A) and theArtificial Intelligence Lab at the “Jožef Stefan” Institute, covering countries in South-East Europe (SEE).

The goal of this event is to bring together researchers and policy makers from both university and academia to research into methods for improving the effectiveness of video based MOOC education but also promote discussion of the implications of MOOCs and new edutech trends for classical university education, especially in the South-East European region. We are keen to promote discussion and research into what new technology can contribute to effective online learning.

We would like to promote, clarify, identify and define how emerging technologies based on artificial intelligence (AI) and computer human interaction (CHI) tools, machine learning, machine translation, user analytics, automatic assessment, visualization, social collaboration and more can change and help create new trends in education.

More specifically how will these technologies change and influence today’s traditions in Academic publishing, syllabus, validation and certification. Our aim is to form a technical and investigative think-tank of participants to debate and discuss these issues which in the future will affect all educational levels. The theme and goals of the Internet of Education 2013 are very well articulated with UNESCO's vision and actions therefore the conference has been granted UNESCO patronage.

Knowledge 4 All Foundation Ltd (K4A) and the Artificial Intelligence Lab at the "Jožef Stefan" Institute are also the organizers of OCWC 2014 with its main theme "Open Education for a Multicultural World".

 


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Welcome and Introduction
John Shawe-Taylor

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Opening of the conference
Jernej Pikalo
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Opening of the conference
Željko Jovanović

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Using Data for Social Good
Rayid Ghani


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Open(ing up) Education: OCW, OER, MOOCs in a conventional world – what’s up in Europe?
Fred Mulder


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The use of ICT for changing Academic Mobility Patterns
Maggy Pézeril


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The Online Revolution: Education for Everyone
Andrew Ng


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What is the Internet of Education?
Mitja Jermol


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Why we need to consider the human-computer interface for future learning technologies
Yvonne Rogers


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The Internet of Education: what role for education research?
Richard Noss


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A MediaMixer for online learning? – making learning materials more valuable for their owner and more useful for their consumer
Lyndon Nixon


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Building flexible and engaging content collections in a breeze
George Ioannidis


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SysMIC - the leading eCourse for computational tools in the biosciences in Europe
Gerold Baier


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TransLectures: cost-effective transcription and translation of video lectures
Gonçal Garcés Díaz-Munío


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Knowledge Building Through Collaborative Hypervideo Creation
Joscha Jäger


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Knowledge Building Through Collaborative Hypervideo Creation
Joscha Jäger


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Annotations, a key asset for video-based e-learning
Olivier Aubert


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The Importance of Peer-Learning: A Case Study on PeerWise
Sam Green, Kevin Tang


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MOOCs to the rescue? Emergent forms of connectivist teaching and the German use case (D, A, CH)
Felix C. Seyfarth


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Debate on "OpenupEd, the first pan-European MOOCs initiative: specific features and perspectives"
Fred Mulder, Darco Jansen

The 23rd International Conference on Algorithmic Learning Theory (ALT 2012), which was held in Lyon, France, October 29–31, 2012. The conference was co-located and held in parallel with the 15th International Conference on Discovery Science (DS 2012). The technical program of ALT 2012 contained 23 papers selected from 47 submissions, and five invited talks. The invited talks were presented in joint sessions of both conferences.

ALT 2012 was dedicated to the theoretical foundations of machine learning and took place in the historical building of the Université Lumière Lyon 2 (berges du Rhônes). ALT provides a forum for high-quality talks with a strong theoretical background and scientific interchange in areas such as inductive inference, universal prediction, teaching models, grammatical inference, complexity of learning, online learning, semi-supervised and unsupervised learning, clustering, statistical learning, regression, bandit problems, Vapnik-Chervonenkis dimension, probably approximately correct learnin

DS 2012 provides an open forum for intensive discussions and exchange of new ideas among researchers working in the area of Discovery Science. The scope of the conference includes the development and analysis of methods for automatic scientific knowledge discovery, machine learning, intelligent data analysis, theory of learning, as well as their application to knowledge discovery. Very welcome are papers that focus on dynamic and evolving data, models and structures.

PC co-chairs

PC members

 

The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) will take place in Bristol, UK from September 24th to 28th, 2012.

This event builds upon a very successful series of 22 ECML and 15 PKDD conferences, which have been jointly organized for the past 11 years.

ECML-PKDD is the prime European scientific event in these fields. It will feature presentations of contributed papers and invited speakers, a wide program of workshops and tutorials on the first and last days, a discovery challenge, and a DINe track with demo, industry, and ‘nectar’ talks.

Annalisa Appice (Universita degli Studi di Bari)
Roberto Bayardo (Google)
Tanya Berger-Wolf (University of Illinois)
Hendrik Blockeel (Katholieke Universiteit Leuven)
Francesco Bonchi (Yahoo! Research Barcelona)
Carla Brodley (Tuft University)
Carlotta Domeniconi (George Mason University)
Tina Eliassi-Rad (Rutgers University)
Charles Elkan (University of California San Diego)
Tapio Elomaa (Tampere University of Technology)
Wei Fan (IBM T.J.Watson Research)
Paolo Frasconi (Universita degli Studi di Firenze)
Joao Gama (University of Porto)
Gemma Garriga (INRIA Lille Nord Europe)
Claudio Gentile (Universita’ dell’Insubria)
Aristides Gionis (Yahoo! Research Barcelona)
Geoff Holmes (University of Waikato)
Eyke Hullermeier (Philipps-Universitat Marburg)
George Karypis (University of Minnesota)
Kristian Kersting (University of Bonn)
Joost Kok (University of Leiden)
James Kwok (Hong Kong University of Science and Technology)
Bing Liu (University of Illinois)
Marie-Francine Moens (Katholieke Universiteit Leuven)
Alessandro Moschitti (University of Trento)
Mahesan Niranjan (University of Southampton)
Dino Pedreschi (Universita di Pisa)
Jian Pei (Simon Fraser University)
Bernhard Pfahringer (University of Waikato)
Teemu Roos (University of Helsinki)
Arno Siebes (University of Utrecht)
Myra Spiliopoulou (University of Magdeburg)
Hannu Toivonen (University of Helsinki)
Luis Torgo (University of Porto)
Jean-Philippe Vert (Mines ParisTech & Curie Institute)
Stefan Wrobel (University of Bonn & Fraunhofer)

The conference seeks to provide a forum for presentation and discussion of original research papers on all aspects of
grammatical inference including, but not limited to:

  • Theoretical aspects of grammatical inference: learning paradigms, learnability results, complexity of learning.
  • Efficient learning algorithms for language classes inside and outside the Chomsky hierarchy. Learning tree and graph grammars. Learning distributions over strings, trees or graphs.
  • Theoretical and experimental analysis of different approaches to grammar induction, including artificial neural networks, statistical methods, symbolic methods, information-theoretic approaches, minimum description length, complexity-theoretic approaches, heuristic methods, etc.
  • Novel approaches to grammatical inference: Induction by DNA computing or quantum computing, evolutionary approaches, new representation spaces, etc.
  • Successful applications of grammatical inference to tasks in natural language processing, bioinformatics, machine translation, pattern recognition, language acquisition, software engineering, computational linguistics, spam and malware detection, cognitive psychology, etc.

Program Committee

  • Pieter Adriaans (Universiteit van Amsterdam, The Netherlands)
  • Dana Angluin (Yale University, USA)
  • Tom Armstrong (Wheaton College, USA)
  • Robert Berwick (MIT, USA)
  • John Case (University of Delaware, USA)
  • Alexander Clark (University of London, United Kingdom)
  • François Coste (INRIA Rennes, France)
  • Colin de la Higuera (Université de Nantes - LINA, France)
  • Henning Fernau (UniversitÀt Trier, Germany)
  • Pedro García (Universidad Politécnica de Valencia, Spain)
  • Jeffrey Heinz (University of Delaware, USA)
  • Makoto Kanazawa (National Institute of Informatics, Japan)
  • Satoshi Kobayashi (University of Electro-Communications, Japan)
  • Laurent Miclet (ENSSAT-Lannion, France)
  • Tim Oates (University of Maryland Baltimore County, USA)
  • Jose Oncina Carratala(Universidad de Alicante, Spain)
  • Yasubumi Sakakibara (Keio University, Japan)
  • Jose M. Sempere (Universidad Politécnica de Valencia, Spain)
  • Bernhard Steffen (University of Dortmund, Germany)
  • Etsuji Tomita (University of Electro-Communications, Japan)
  • Menno van Zaanen(Tilburg University, The Netherlands)
  • Sicco Verwer (Catholic University Leuven, Belgium)
  • Enrique Vidal (Universidad Politécnica de Valencia, Spain)
  • Ryo Yoshinaka (Hokkaido University, Japan)
  • François Yvon (Université Paris Sud 11, LIMSI, France)
  • Thomas Zeugmann (Hokkaido University, Japan)