The OU Linked Open Data: Production and Consumption

The aim of this paper is to introduce the current efforts toward the release and exploitation of The Open University's (OU) Linked Open Data (LOD). We introduce the work that has been done within the LUCERO project in order to select, extract and structure subsets of information contained within the OU data sources and migrate and expose this information as part of the LOD cloud. To show the potential of such exposure we also introduce three different prototypes that exploit this new educational resource: (1) the OU expert search system, a tool focused on finding the best experts for a certain topic within the OU staff; (2) the Social Study system, a tool that relies on Facebook information to identify common interest between a user's profile and recommend potential courses within the OU; and (3) Linked OpenLearn, an application that enables exploring linked courses, Podcasts and tags to OpenLearn units. Its aim is to enhance the browsing experience for students, by detecting relevant educational resources on the fly while studying an OpenLearn unit.

[1]  Andreas Schmidt,et al.  User Context Aware Delivery of E-Learning Material: Approach and Architecture , 2004, J. Univers. Comput. Sci..

[2]  Dnyanesh G. Rajpathak,et al.  An Ontological formalization of the planning task Conference or Workshop Item , 2004 .

[3]  Christian Bizer,et al.  Media Meets Semantic Web - How the BBC Uses DBpedia and Linked Data to Make Connections , 2009, ESWC.

[4]  Timothy W. Cole,et al.  Strategies for Reprocessing Aggregated Metadata , 2005, ECDL.

[5]  Yang Zongkai,et al.  Learning Resource Adaptation and Delivery Framework for Mobile Learning , 2005, Proceedings Frontiers in Education 35th Annual Conference.

[6]  Vincent Aleven,et al.  A Metacognitive ACT-R Model of Students' Learning Strategies in Intelligent Tutoring Systems , 2004, Intelligent Tutoring Systems.

[7]  Le An Ha,et al.  A computer-aided environment for generating multiple-choice test items , 2006, Natural Language Engineering.

[8]  Yolanda Gil,et al.  PLANET: A Shareable and Reusable Ontology for Representing Plans , 2000 .

[9]  Tomaz Amon,et al.  Simulations and the Future of Learning: An Innovative (and Perhaps Revolutionary) Approach to e-Learning , 2004, J. Educ. Technol. Soc..

[10]  Christian Becker,et al.  Extending SMW+ with a Linked Data Integration Framework , 2010, ISWC Posters&Demos.

[11]  Tim O'Reilly,et al.  What is Web 2.0: Design Patterns and Business Models for the Next Generation of Software , 2007 .

[12]  Nicola Henze,et al.  A Personalization Service for Curriculum Planning , 2006, LWA.

[13]  Helen Beetham,et al.  Vocabularies for describing pedagogical approach in e-Learning: A scoping study , 2006, Dublin Core Conference.

[14]  Christian Gütl,et al.  Enhancement of SCORM to support adaptive E-Learning within the Scope of the Research Project AdeLE , 2004 .

[15]  Vladan Devedzic,et al.  Ontology-based annotation of learning object content , 2007, Interact. Learn. Environ..

[16]  Fred de Vries,et al.  Structuring OER Using Learning Trajectories , 2010 .

[17]  Erik Duval,et al.  Tracking Actual Usage: the Attention Metadata Approach , 2007, J. Educ. Technol. Soc..

[18]  Peter Brusilovsky,et al.  Social navigation and annotation for electronic books , 2008, BooksOnline '08.

[19]  Marcia J. Bates,et al.  The design of browsing and berrypicking techniques for the online search interface , 1989 .

[20]  John G. Breslin,et al.  Using the Semantic Web for linking and reusing data across Web 2.0 communities , 2008, J. Web Semant..

[21]  Ralf Steinmetz,et al.  Meta-information for Multimedia eLearning , 2003, Computer Science in Perspective.

[22]  E. Stern,et al.  Crisis Management Europe: An Integrated Regional Research and Training Program , 2002 .

[23]  John Sie Yuen Lee Automatic correction of grammatical errors in non-native English text , 2009 .

[24]  Vladan Devedzic,et al.  Ontology-Based Automatic Annotation of Learning Content , 2006, Int. J. Semantic Web Inf. Syst..

[25]  Yu-Liang Chi,et al.  Ontology-based curriculum content sequencing system with semantic rules , 2009, Expert Syst. Appl..

[26]  Mark J. Gierl,et al.  Using Automatic Item Generation to Address Item Demands for CAT , 2009 .

[27]  Ambjörn Naeve,et al.  Learning Object Annotation for Agricultural Learning Repositories , 2009, 2009 Ninth IEEE International Conference on Advanced Learning Technologies.

[28]  Vladan Devedzic,et al.  Ontologies for reusing learning object content , 2005, Fifth IEEE International Conference on Advanced Learning Technologies (ICALT'05).

[29]  Rani S Jamuna,et al.  Adaptive content for personalized E-learning using web service and semantic web , 2009, 2009 International Conference on Intelligent Agent & Multi-Agent Systems.

[30]  Francisco J. García-Peñalvo,et al.  Adapting LMS Architecture to the SOA: An Architectural Approach , 2009, 2009 Fourth International Conference on Internet and Web Applications and Services.

[31]  Lester Gilbert,et al.  Report on Summative E-Assessment Quality (REAQ) , 2009 .

[32]  Salvador Sánchez Alonso,et al.  Enhancing availability of learning resources on organic agriculture and agroecology , 2009, Electron. Libr..

[33]  David J. McArthur,et al.  Metadata lessons from the iLumina digital library , 2005, CACM.

[34]  Wesley De Neve,et al.  Format-independent and metadata-driven media resource adaptation using semantic web technologies , 2010, Multimedia Systems.

[35]  Shaochun Zhong,et al.  The Construction and Evolution of Learner Model in Adaptive Learning System , 2009, 2009 International Conference on Computer Technology and Development.

[36]  Stephanie Seneff,et al.  Speech-Based Interactive Games for Language Learning: Reading, Translation, and Question-Answering , 2009, ROCLING/IJCLCLP.

[37]  Hassan M. Selim,et al.  Critical success factors for e-learning acceptance: Confirmatory factor models , 2007, Comput. Educ..

[38]  B. Wilson Constructivist Learning Environments: Case Studies in Instructional Design , 1995 .

[39]  Wim van den Noortgate,et al.  The Use of IRT for Adaptive Item Selection in Item-Based Learning Environments , 2009, AIED.

[40]  Gerhard Weikum,et al.  WWW 2007 / Track: Semantic Web Session: Ontologies ABSTRACT YAGO: A Core of Semantic Knowledge , 2022 .

[41]  Wolf-Tilo Balke,et al.  Topic-Centered Aggregation of Presentations for Learning Object Repurposing , 2008 .

[42]  Jeremy J. Carroll,et al.  Named graphs, provenance and trust , 2005, WWW '05.

[43]  ดร.ปรัชญนันท์ นิลสุข E-learning [2] , 2005, Proceedings of the 2005 International Conference on Active Media Technology, 2005. (AMT 2005)..

[44]  Montse Maritxalar,et al.  ArikIturri: An Automatic Question Generator Based on Corpora and NLP Techniques , 2006, Intelligent Tutoring Systems.

[45]  Peter Dolog,et al.  Reasoning and Ontologies for Personalized E-Learning in the Semantic Web , 2004, J. Educ. Technol. Soc..

[46]  Tom Heath,et al.  Linked Data: Evolving the Web into a Global Data Space , 2011, Linked Data.

[47]  Hahn-Ming Lee,et al.  Personalized e-learning system using Item Response Theory , 2005, Comput. Educ..

[48]  Detlev Leutner,et al.  Instructional Design Principles for Adaptivity in Open Learning Environments , 2004 .

[49]  Miguel-Angel Sicilia,et al.  On the Concepts of Usability and Reusability of Learning Objects , 2003 .

[50]  F. Maiorana,et al.  Feeding back learning resources repurposing patterns into the “information loop”: opportunities and challenges , 2009, 2009 9th International Conference on Information Technology and Applications in Biomedicine.

[51]  Tharam S. Dillon,et al.  Thinking PubMed: an Innovative System for Mental Health Domain , 2008, 2008 21st IEEE International Symposium on Computer-Based Medical Systems.

[52]  Philip Barker,et al.  Organising Knowledge: Taxonomies, Knowledge and Organisational Effectiveness , 2007 .

[53]  Amedeo Cesta,et al.  Developing an End-to-End Planning Application from a Timeline Representation Framework , 2009, IAAI.

[54]  Carsten Ullrich,et al.  The Learning-Resource-Type is Dead, Long Live the Learning-Resource-Type! , 2005 .

[55]  Matthew Rowe,et al.  Data.dcs: Converting Legacy Data into Linked Data , 2010, LDOW.

[56]  Url PubMed Retrieval Practice Produces More Learning than Elaborative Studying with Concept Mapping , 2012 .

[57]  Jérôme Picault,et al.  The sBook: towards social and personalized learning experiences , 2010, BooksOnline '10.

[58]  Jacek Kopecky,et al.  iServe: a linked services publishing platform , 2010 .

[59]  Claus Pahl,et al.  A Model-based Approach to SCORM Sequencing , 2006 .

[60]  Gordon Dunsire Distinguishing Content from Carrier: The RDA/ONIX Framework for Resource Categorization , 2007, D Lib Mag..

[61]  Dong Liu,et al.  Comprehensive Service Semantics and Light-weight Linked Services: Towards an Integrated Approach , 2010, SMRR@ISWC.

[62]  Luciano Silva,et al.  Using Conceptual Lattices to Represent Fine Granular Learning Objects through SCORM Meta-Objects. , 2006 .

[63]  Steffen Staab,et al.  eLearning based on the semantic web , 2001 .

[64]  Isaac I. Bejar,et al.  A FEASIBILITY STUDY OF ON‐THE‐FLY ITEM GENERATION IN ADAPTIVE TESTING , 2002 .

[65]  Mikael Nilsson,et al.  The LOM RDF binding-principles and implementation , 2003 .

[66]  Erik Duval,et al.  LOMster: Peer-to-peer Learning Object Metadata , 2002 .

[67]  Huajun Chen,et al.  The Semantic Web , 2011, Lecture Notes in Computer Science.

[68]  Patrick De Causmaecker,et al.  Ontology-driven Adaptive and Pervasive Learning Environments - APLEs: An Interdisciplinary Approach , 2010 .

[69]  Yuan-Kai Wang,et al.  Context awareness and adaptation in mobile learning , 2004, The 2nd IEEE International Workshop on Wireless and Mobile Technologies in Education, 2004. Proceedings..

[70]  E. Prud hommeaux,et al.  SPARQL query language for RDF , 2011 .

[71]  Marco Kalz,et al.  Implementing infrastructures for managing learning objects , 2010, Br. J. Educ. Technol..

[72]  Erik Duval,et al.  Ontology of Learning Object Content Structure , 2005, AIED.

[73]  Qinghua Zheng,et al.  BlueSky Cloud Framework: An E-Learning Framework Embracing Cloud Computing , 2009, CloudCom.

[74]  Christopher G. Chute,et al.  BioPortal: ontologies and integrated data resources at the click of a mouse , 2009, Nucleic Acids Res..

[75]  John Domingue,et al.  Towards the open service web , 2009 .

[76]  Douglas Tudhope,et al.  Terminology services and technology: JISC state of the art review , 2006 .

[77]  Erik Duval,et al.  Quantitative Analysis of Learning Object Repositories , 2008, IEEE Transactions on Learning Technologies.

[78]  Tim Berners-Lee,et al.  Linked data , 2020, Semantic Web for the Working Ontologist.

[79]  Xiangji Huang,et al.  Integrating multiple document features in language models for expert finding , 2010, Knowledge and Information Systems.

[80]  Panagiotis D. Bamidis,et al.  From taxonomies to folksonomies: a roadmap from formal to informal modeling of medical concepts and objects , 2009, 2009 9th International Conference on Information Technology and Applications in Biomedicine.

[81]  Jens Lehmann,et al.  Triplify: light-weight linked data publication from relational databases , 2009, WWW '09.

[82]  Roy T. Fielding,et al.  Principled design of the modern Web architecture , 2000, Proceedings of the 2000 International Conference on Software Engineering. ICSE 2000 the New Millennium.

[83]  Wolfgang Nejdl,et al.  Ontologies and Metadata for eLearning , 2004, Handbook on Ontologies.

[84]  Rafael de Santiago,et al.  Architecture for Learning Objects Sharing among Learning Institutions—LOP2P , 2010, IEEE Transactions on Learning Technologies.

[85]  Gottfried Vossen,et al.  Why service-orientation could make e-learning standards obsolete , 2008 .

[86]  Christian Bizer,et al.  Evolving the Web into a Global Data Space , 2011, BNCOD.

[87]  Panagiotis D. Bamidis,et al.  Social Networking for Learning Object Repurposing in Medical Education , 2009 .

[88]  John Domingue,et al.  Supporting Interoperability and Context-Awareness in E-Learning through Situation-Driven Learning Processes , 2009, Int. J. Distance Educ. Technol..

[89]  Sören Auer,et al.  The emerging web of linked data , 2011, ISWSA '11.

[90]  Rik Van de Walle,et al.  Automatic metadata enrichment in news production , 2009, 2009 10th Workshop on Image Analysis for Multimedia Interactive Services.

[91]  Xin-Hua Zhu,et al.  An Interoperable Learning Sequencing Model Based on the Flow Control Object , 2008, 2008 International Conference on Computer Science and Software Engineering.

[92]  D. Giordano,et al.  Web-Trace and the Learning of Visual Discrimination Skills , 2007, First International Workshop on Pen-Based Learning Technologies (PLT 2007).

[93]  Erik Duval,et al.  Finding Appropriate Learning Objects: An Empirical Evaluation , 2005, ECDL.

[94]  Mark J. Gierl,et al.  Developing a Taxonomy of Item Model Types to Promote Assessment Engineering , 2008 .

[95]  Loc Nguyen,et al.  Learner Model in Adaptive Learning , 2008 .

[96]  Hugh C. Davis,et al.  Community Tools for Repurposing Learning Objects , 2007, EC-TEL.

[97]  Hannes Ebner,et al.  A Mashup-friendly Resource and Metadata Management Framework , 2008, ECTEL 2008.

[98]  Dong Liu,et al.  SmartLink: A Web-Based Editor and Search Environment for Linked Services , 2011, ESWC.

[99]  Rik Van de Walle,et al.  A URI-based approach for addressing fragments of media resources on the Web , 2012, Multimedia Tools and Applications.

[100]  Maxine Eskénazi,et al.  Automatic Question Generation for Vocabulary Assessment , 2005, HLT.

[101]  Tom Heath,et al.  How to Publish Linked Data on the Web - Proposal for a Half-day Tutorial at ISWC2008 , 2008 .

[102]  Jens Lehmann,et al.  DBpedia - A crystallization point for the Web of Data , 2009, J. Web Semant..

[103]  Erik Duval,et al.  A Simple Query Interface for Interoperable Learning Repositories , 2005 .

[104]  Mark R. Lehto,et al.  Decision‐Making Models and Decision Support , 2006 .

[105]  José Juan Pazos-Arias,et al.  Educateca: A Web 2.0 Approach to e-Learning with SCORM , 2010, I3E.

[106]  Nicola Henze Personalized E-Learning in the Semantic Web , 2006, iJET.

[107]  Lloyd Rutledge,et al.  Making RDF presentable: integrated global and local semantic Web browsing , 2005, WWW '05.

[108]  John Domingue,et al.  A Linked Data-driven & Service-oriented Architecture for Sharing Educational Resources , 2011, Linked Learning@ESWC.

[109]  Chara Balasubramaniam,et al.  Repurposing Existing Virtual Patients; an Anglo-German Case Study , 2009, Bio Algorithms Med Syst..

[110]  Cui Wei,et al.  Research of Ontology-based Adaptive Learning System , 2008, 2008 International Symposium on Computational Intelligence and Design.

[111]  David H. Jonassen,et al.  Is There a Learning Orientation in Learning Objects , 2004 .

[112]  Frederik Cornillie,et al.  Mobile Vocabulary Learning: Activities Allowing for Interaction through Input Enhancement , 2010 .

[113]  Wesley De Neve,et al.  NinSuna: a fully integrated platform for format-independent multimedia content adaptation and delivery using Semantic Web technologies , 2009, Multimedia Tools and Applications.

[114]  Markus Krötzsch,et al.  Semantic Wikipedia , 2006, WikiSym '06.

[115]  Markus Krötzsch,et al.  Reusing Ontological Background Knowledge in Semantic Wikis , 2006, SemWiki.

[116]  Tomoko Kojiri,et al.  Automatic Generation System of Multiple-Choice Cloze Questions and its Evaluation , 2010 .

[117]  Le An Ha,et al.  Generating Multiple-Choice Test Items from Medical Text: A Pilot Study , 2006, INLG.

[118]  Ralf Steinmetz,et al.  Modeling Modifications of Multimedia Learning Resources Using Ontology-Based Representations , 2007, MMM.

[119]  Hugh C. Davis,et al.  Semantic Technologies for Learning and Teaching in the Web 2.0 Era , 2009, IEEE Intelligent Systems.

[120]  Janet A. Sniezek,et al.  Training for Crisis Decision-Making: Psychological Issues and Computer-Based Solutions , 2002, J. Manag. Inf. Syst..

[121]  Jens Lehmann,et al.  DBpedia: A Nucleus for a Web of Open Data , 2007, ISWC/ASWC.

[122]  Muriel Foulonneau,et al.  Reusability in e-Assessment: Towards a Multifaceted Approach for Managing Metadata of e-Assessment Resources , 2010, 2010 Fifth International Conference on Internet and Web Applications and Services.

[123]  Tim Berners-Lee,et al.  Linked Data - The Story So Far , 2009, Int. J. Semantic Web Inf. Syst..

[124]  Yogesh L. Simmhan,et al.  The Open Provenance Model core specification (v1.1) , 2011, Future Gener. Comput. Syst..

[125]  Ben Liu SARAC: A Framework for Automatic Item Generation , 2009, 2009 Ninth IEEE International Conference on Advanced Learning Technologies.

[126]  Mikael Nilsson,et al.  Semantic Web Meta-data for e-Learning : Some Architectural Guidelines , 2002, WWW 2002.

[127]  Martin Hepp,et al.  GoodRelations: An Ontology for Describing Products and Services Offers on the Web , 2008, EKAW.

[128]  Mihail Konstantinov,et al.  WSMO Studio - A Semantic Web Services Modelling Environment for WSMO , 2007, ESWC.

[129]  Herbert Van de Sompel,et al.  Resource Harvesting within the OAI-PMH Framework , 2004, D Lib Mag..

[130]  Brandon Muramatsu,et al.  Draft Standard for Learning Object Metadata , 2002 .

[131]  Panagiotis D. Bamidis,et al.  Problem-Based Learning via Web 2.0 Technologies , 2008, 2008 21st IEEE International Symposium on Computer-Based Medical Systems.

[132]  Barry Smyth,et al.  Collecting community wisdom: integrating social search & social navigation , 2007, IUI '07.

[133]  Amit P. Sheth,et al.  Semantics enhanced Services: METEOR-S, SAWSDL and SA-REST , 2008, IEEE Data Eng. Bull..

[134]  Lydia B. Chilton,et al.  Tabulator: Exploring and Analyzing linked data on the Semantic Web , 2006 .

[135]  Alfred Kobsa,et al.  Expert-Finding Systems for Organizations: Problem and Domain Analysis and the DEMOIR Approach , 2003, J. Organ. Comput. Electron. Commer..

[136]  Udo Winand,et al.  The sharable content object reference model (SCORM) - a critical review , 2002, International Conference on Computers in Education, 2002. Proceedings..

[137]  John G. Breslin,et al.  Representing and sharing folksonomies with semantics , 2009, J. Inf. Sci..

[138]  Michael Martin,et al.  Developing Semantic Web Applications with the OntoWiki Framework , 2009, Networked Knowledge - Networked Media - Integrating Knowledge Management.

[139]  Vassilios Peristeras,et al.  Interlinking the Social Web with Semantics , 2008, IEEE Intelligent Systems.

[140]  Eric Tsui,et al.  TaxoFolk: a hybrid taxonomy–folksonomy classification for enhanced knowledge navigation , 2010 .

[141]  Robin Mason,et al.  Keeping the learning in learning objects , 2003 .

[142]  Amedeo Cesta,et al.  The Timeline Representation Framework as a Planning and Scheduling Software Development Environment , 2008 .

[143]  Gavriel Salvendy,et al.  Handbook of Human Factors and Ergonomics , 2005 .

[144]  Qinghua Zheng,et al.  An E-learning Ecosystem Based on Cloud Computing Infrastructure , 2009, 2009 Ninth IEEE International Conference on Advanced Learning Technologies.

[145]  Alan L. Rector,et al.  Editing Description Logic Ontologies with the Protégé OWL Plugin , 2004, Description Logics.