3rd Workshop on Social Information Retrieval for Technology-Enhanced Learning ‘SIRTEL09’

Vuorikari, R., Drachsler, H., Manouselis, N., & Koper, R. (2009). 3rd Workshop on Social Information Retrieval for Technology-Enhanced Learning ‘SIRTEL09’. Presentation at the 8th International Conference Advances in Web based Learning - ICWL 2009. August, 19-21, 2009, Aachen, Germany: RWTH Aachen University.

[1]  L. Vygotsky.  Mind in Society: The Development of Higher Psychological Processes: Harvard University Press , 1978 .

[2]  Harold Boley,et al.  Collaborative filtering and inference rules for context-aware learning object recommendation , 2005, Interact. Technol. Smart Educ..

[3]  Rul Gunzenhäuser,et al.  Hypadapter: An Adaptive Hypertext System for Exploratory Learning and Programming , 1996 .

[4]  Colin Tattersall,et al.  Swarm-based sequencing recommendations in e-learning , 2005, 5th International Conference on Intelligent Systems Design and Applications (ISDA'05).

[5]  Christopher Brooks,et al.  Collaborative tagging approaches for ontological metadata in adaptive e-learning systems , 2006 .

[6]  Olga C. Santos.  A recommender system to provide adaptive and inclusive standard-based support along the elearning life cycle , 2008, RecSys '08.

[7]  Sebastián Ventura,et al.  Educational data mining: A survey from 1995 to 2005 , 2007, Expert Syst. Appl..

[8]  Peter Brusilovsky,et al.  Open Corpus Adaptive Educational Hypermedia , 2007, The Adaptive Web.

[9]  Elaine Rich,et al.  User Modeling via Stereotypes , 1998, Cogn. Sci..

[10]  Patrick Baudisch,et al.  Dynamic information filtering , 2001 .

[11]  Peter Brusilovsky,et al.  The Benefits of Layered Evaluation of Adaptive Applications and Services , 2001 .

[12]  Rob Nadolski,et al.  Simulating Light-Weight Personalised Recommender Systems in Learning Networks: A Case for Pedagogy-Oriented and Rating-Based Hybrid Recommendation Strategies , 2009, J. Artif. Soc. Soc. Simul..

[13]  M. Mitchell Waldrop,et al.  Complexity : the emerging science and the edge of order and chaos , 1992 .

[14]  Reinhard Oppermann,et al.  Adaptively supported adaptability , 1994, Int. J. Hum. Comput. Stud..

[15]  Kristina Höök,et al.  Steps to take before intelligent user interfaces become real , 2000, Interact. Comput..

[16]  Robin Burke,et al.  Integrating Knowledge-based and Collaborative-filtering Recommender Systems , 2000 .

[17]  Demetrios G. Sampson,et al.  Layered Evaluation of Adaptive Applications and Services , 2000, AH.

[18]  Paul De Bra,et al.  AHA! Version 2.0, More adaptation flexibility for authors , 2002 .

[19]  Lloyd Rutledge,et al.  ReMashed - An Usability Study of a Recommender System for Mash-Ups for Learning , 2010, iJET.

[20]  Paul De Bra,et al.  Teaching Hypertext and Hypermedia through the Web , 1996, J. Univers. Comput. Sci..

[21]  Nicholas J. Belkin,et al.  Information filtering and information retrieval: two sides of the same coin? , 1992, CACM.

[22]  Bruce Krulwich,et al.  LIFESTYLE FINDER: Intelligent User Profiling Using Large-Scale Demographic Data , 1997, AI Mag..

[23]  Dai Griffiths,et al.  Distributing education services to personal and institutional systems using Widgets , 2008 .

[24]  Gord McCalla,et al.  The Ecological Approach to the Design of E-Learning Environments: Purpose-based Capture and Use of Information About Learners , 2004 .

[25]  Alexandra I. Cristea,et al.  Authoring of adaptive hypermedia , 2005 .

[26]  Mimi Recker,et al.  Supporting ???Word-of-Mouth??? Social Networks Through Collaborative Information Filtering , 2003 .

[27]  Stephan Weibelzahl,et al.  A Database of Empirical Evaluations of Adaptive Systems , 2001 .

[28]  Hans Hummel,et al.  Personal recommender systems for learners in lifelong learning: requirements, techniques and model , 2007 .

[29]  Barry Smyth,et al.  A recommender system for on-line course enrolment: an initial study , 2007, RecSys '07.

[30]  Peter Brusilovsky,et al.  A study of adaptive link annotation in educational hypermedia , 1998 .

[31]  Rob Koper,et al.  Effective Learning Networks , 2005 .

[32]  Sheizaf Rafaeli,et al.  Social Recommender Systems: Recommendations in Support of E-Learning , 2005, Int. J. Distance Educ. Technol..

[33]  David Heckerman,et al.  Empirical Analysis of Predictive Algorithms for Collaborative Filtering , 1998, UAI.

[34]  Michael G. Moore,et al.  Handbook of distance education , 2007 .

[35]  Erik Duval,et al.  Interoperability for Searching Learning Object Repositories: The ProLearn Query Language , 2008, D Lib Mag..

[36]  Yang Song,et al.  Evaluating tagging behavior in social bookmarking systems: metrics and design heuristics , 2007, GROUP.

[37]  James Surowiecki.  The wisdom of crowds: Why the many are smarter than the few and how collective wisdom shapes business, economies, societies, and nations Doubleday Books. , 2004 .

[38]  Daniel Lemire,et al.  Scale and Translation Invariant Collaborative Filtering Systems , 2004, Information Retrieval.

[39]  Deborah M. Gordon,et al.  Ants at Work - How an Insect Society Is Organized , 1999 .

[40]  Matthias Schneider-Hufschmidt,et al.  Adaptive User Interfaces: Principles and Practice , 1993 .

[41]  Susan T. Dumais,et al.  Personalized information delivery: an analysis of information filtering methods , 1992, CACM.

[42]  Lloyd Rutledge,et al.  ReMashed - Recommendations for Mash-Up Personal Learning Environments , 2009, EC-TEL.

[43]  Gordon I. McCalla,et al.  On the Pedagogically Guided Paper Recommendation for an Evolving Web-Based Learning System , 2004, FLAIRS Conference.

[44]  Fridolin Wild,et al.  Designing for Change: Mash-Up Personal Learning Environments , 2008 .

[45]  Colin Tattersall,et al.  Self-organising navigational support in lifelong learning: How predecessors can lead the way , 2007, Comput. Educ..

[46]  Gordon I. McCalla,et al.  Beyond Learners' Interest: Personalized Paper Recommendation Based on Their Pedagogical Features for an e-Learning System , 2004, PRICAI.

[47]  Helen Colley,et al.  Non-formal learning: mapping the conceptual terrain, a consultation report , 2002 .

[48]  Gordon I. McCalla,et al.  Smart Recommendation for an Evolving E-Learning System: Architecture and Experiment , 2005 .

[49]  Ralph G. Brockett,et al.  Self-Direction in Adult Learning , 1991 .

[50]  Paul Resnick,et al.  Recommender systems , 1997, CACM.

[51]  Oleg Liber.  Colloquia – a conversation manager , 2000 .

[52]  John Riedl,et al.  GroupLens: an open architecture for collaborative filtering of netnews , 1994, CSCW '94.

[53]  Pattie Maes,et al.  Social information filtering: algorithms for automating “word of mouth” , 1995, CHI '95.

[54]  Diane Harley,et al.  Use and Users of Digital Resources: A Focus on Undergraduate Education in the Humanities and Social Sciences , 2006 .

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

[56]  Cristina Baroglio,et al.  Reasoning-Based Curriculum Sequencing and Validation: Integration in a Service-Oriented Architecture , 2007, EC-TEL.

[57]  Hans Hummel,et al.  Using Simulations to Evaluate the Effects of Recommender Systems for Learners in Informal Learning Networks , 2008 .

[58]  Marcus Specht,et al.  Evaluation ofWINDS Authoring Environment , 2004, AH.

[59]  Xavier Ochoa,et al.  Exploratory Analysis of the Main Characteristics of Tags and Tagging of Educational Resources in a Multi-lingual Context , 2009, J. Digit. Inf..

[60]  Salima Hassas,et al.  Self-Organising Applications: A Survey , 2003 .

[61]  John Riedl,et al.  An Empirical Analysis of Design Choices in Neighborhood-Based Collaborative Filtering Algorithms , 2002, Information Retrieval.

[62]  Stephan Weibelzahl,et al.  Evaluation of Adaptive Systems , 2001, User Modeling.

[63]  Hugh C. Davis,et al.  Folksonomies versus Automatic Keyword Extraction: An Empirical Study , 2006 .

[64]  David N. Chin.  Empirical Evaluation of User Models and User-Adapted Systems , 2001, User Modeling and User-Adapted Interaction.

[65]  Peter Dolog,et al.  Towards the Adaptive Semantic Web , 2003, PPSWR.

[66]  Michael J. Pazzani,et al.  A Framework for Collaborative, Content-Based and Demographic Filtering , 1999, Artificial Intelligence Review.

[67]  Hector Garcia-Molina,et al.  SIFT - a Tool for Wide-Area Information Dissemination , 1995, USENIX.

[68]  Demetrios G. Sampson,et al.  Adaptive Learning Resources Sequencing in Educational Hypermedia Systems , 2005, J. Educ. Technol. Soc..

[69]  Mimi Recker,et al.  An interface for collaborative filtering of educational resources , 2000 .

[70]  Elizabeth Boyle,et al.  The Evaluation of Adaptive Systems , 1990 .

[71]  Colin Tattersall,et al.  Latent semantic analysis as a tool for learner positioning in learning networks for lifelong learning , 2004, Br. J. Educ. Technol..

[72]  Colin Tattersall,et al.  New directions for lifelong learning using network technologies , 2004, Br. J. Educ. Technol..

[73]  David Massart.  Towards a Pan-European Learning Resource Exchange Infrastructure , 2009, NGITS.

[74]  Peter Brusilovsky,et al.  Towards an Adaptive Hypermedia Component for an Intelligent Learning Environment , 1993, EWHCI.

[75]  Colin Tattersall,et al.  Self Organising Wayfinding Support for Lifelong Learners , 2005, Education and Information Technologies.

[76]  Robin D. Burke,et al.  Hybrid Recommender Systems: Survey and Experiments , 2002, User Modeling and User-Adapted Interaction.

[77]  Rob Koper,et al.  Ecology of social search for learning resources , 2009 .

[78]  Rob Koper,et al.  Comparison of educational tagging systems – any chances of interplay? , 2009 .

[79]  Ralph Bergmann,et al.  Applying case-based reasoning technology for product selection and customization in electronic comme , 1999 .

[80]  Peter Brusilovsky,et al.  A Study of User Model Based Link Annotation in Educational Hypermedia , 1998, J. Univers. Comput. Sci..

[81]  S. Kauffman.  At Home in the Universe: The Search for the Laws of Self-Organization and Complexity , 1995 .

[82]  Rob Nadolski,et al.  Effects of the ISIS Recommender System for Navigation Support in self-organised Learning Networks , 2009, J. Educ. Technol. Soc..

[83]  Stanley Wasserman,et al.  Social Network Analysis: Methods and Applications , 1994 .

[84]  Charles R. Graham.  BLENDED LEARNING SYSTEMS: DEFINITION, CURRENT TRENDS, AND FUTURE DIRECTIONS , 2005 .

[85]  Wolfgang Nejdl,et al.  Adaptive Hypermedia and Adaptive Web , 2004, The Practical Handbook of Internet Computing.

[86]  Lisa A. Petrides,et al.  Open educational resources: inquiring into author use and reuse , 2008 .

[87]  Mercedes Gómez-Albarrán,et al.  Recommendation and Students' Authoring in Repositories of Learning Objects: A Case-Based Reasoning Approach , 2009, iJET.

[88]  Vive Kumar,et al.  Rating learning object quality with distributed Bayesian belief networks: the why and the how , 2005, Fifth IEEE International Conference on Advanced Learning Technologies (ICALT'05).

[89]  Riina Vuorikari,et al.  An Overview of Learning Object Repositories , 2009, Database Technologies: Concepts, Methodologies, Tools, and Applications.

[90]  Dimitris Plexousakis,et al.  Alleviating the Sparsity Problem of Collaborative Filtering Using Trust Inferences , 2005, iTrust.

[91]  Mor Naaman,et al.  HT06, tagging paper, taxonomy, Flickr, academic article, to read , 2006, HYPERTEXT '06.

[92]  Mark William Johnson,et al.  Personal Learning Environments , 2008, Interact. Learn. Environ..

[93]  Ruimin Shen,et al.  Learning Content Recommendation Service Based-On Simple Sequencing Specification , 2004, ICWL.

[94]  Mimi Recker,et al.  Using web metrics to analyze digital libraries , 2008, JCDL.

[95]  Peter Brusilovsky.  Methods and Techniques of Adaptive Hypermedia , 1996 .

[96]  Norman Longworth,et al.  Lifelong Learning in Action: Transforming Education in the 21st Century , 2003 .

[97]  Xavier Ochoa,et al.  Learnometrics: metrics for learning objects , 2011, LAK.

[98]  Bettina Berendt,et al.  Study on Contexts in Tracking Usage and Attention Metadata in Multilingual Technology Enhanced Learning , 2009, GI Jahrestagung.

[99]  Mimi Recker,et al.  Collaborative Information Filtering: A Review and an Educational Application , 2004, Int. J. Artif. Intell. Educ..

[100]  Harold Boley,et al.  RACOFI: A Rule-Applying Collaborative Filtering System , 2003 .

[101]  Sheizaf Rafaeli,et al.  QSIA - a Web-based environment for learning, assessing and knowledge sharing in communities , 2004, Comput. Educ..

[102]  Rory McGreal,et al.  A Typology of Learning Object Repositories , 2008 .

[103]  George Karypis,et al.  Selective Markov models for predicting Web page accesses , 2004, TOIT.

[104]  Alfred Kobsa,et al.  The Adaptive Web, Methods and Strategies of Web Personalization , 2007, The Adaptive Web.

[105]  Mimi Recker,et al.  What do you recommend? Implementation and analyses of collaborative information filtering of web resources for education , 2003 .

[106]  Grady Booch,et al.  Collaborative Development Environments , 2003, Adv. Comput..

[107]  Lora Aroyo,et al.  OntoAIMS: ontological approach to courseware authoring , 2004 .

[108]  Aude Dufresne,et al.  Adaptive Navigational Tools for Educational Hupermedia , 1992, ICCAL.

[109]  Rob Koper,et al.  Increasing Learner Retention in a Simulated Learning Network Using Indirect Social Interaction , 2005, J. Artif. Soc. Soc. Simul..

[110]  Jonathan L. Herlocker,et al.  Evaluating collaborative filtering recommender systems , 2004, TOIS.

[111]  John Riedl,et al.  Recommender systems in e-commerce , 1999, EC '99.

[112]  E Bonabeau,et al.  Swarm Intelligence: A Whole New Way to Think about Business , 2001 .

[113]  Jon Dron,et al.  CoFIND - An experiment in N-dimensional collaborative filtering , 2000, J. Netw. Comput. Appl..

[114]  Michael J. Pazzani,et al.  User Modeling for Adaptive News Access , 2000, User Modeling and User-Adapted Interaction.

[115]  Hans Hummel,et al.  Recommendations for learners are different: Applying memory-based recommender system techniques to lifelong learning , 2007 .

[116]  Peter Brusilovsky,et al.  Adaptive Hypermedia , 2001, User Modeling and User-Adapted Interaction.

[117]  Umberto Straccia,et al.  User recommendation for collaborative and personalised digital archives , 2005, Int. J. Web Based Communities.

[118]  Mark Rosenstein,et al.  Recommending and evaluating choices in a virtual community of use , 1995, CHI '95.

[119]  Alexandros Paramythis,et al.  A modular approach to the evaluation of Adaptive User Interfaces , 2001 .

[120]  Johanna D. Moore,et al.  Pointing: A Way Toward Explanation Dialogue , 1990, AAAI.

[121]  Stanley Wasserman,et al.  Social Network Analysis: Methods and Applications , 1994, Structural analysis in the social sciences.

[122]  Kun Hua Tsai,et al.  A Learning Objects Recommendation Model based on the Preference and Ontological Approaches , 2006 .

[123]  Allison Littlejohn,et al.  Repositories and communities at cross-purposes: issues in sharing and reuse of digital learning resources , 2008, J. Comput. Assist. Learn..

[124]  Rob Nadolski,et al.  Combining social-based and information-based approaches for personalised recommendation on sequencing learning activities , 2007, Int. J. Learn. Technol..

[125]  Rob Koper,et al.  Are Tags from Mars and Descriptors from Venus? A Study on the Ecology of Educational Resource Metadata , 2009, ICWL.

[126]  Brendon Towle,et al.  Knowledge Based Recommender Systems Using Explicit User Models , 2000 .

[127]  P.-P. Grasse.  La reconstruction du nid et les coordinations interindividuelles chezBellicositermes natalensis etCubitermes sp. la théorie de la stigmergie: Essai d'interprétation du comportement des termites constructeurs , 1959, Insectes Sociaux.

[128]  Jon Dron,et al.  Termites in the Schoolhouse: Stigmergy and Transactional Distance in an E-learning Environment , 2004 .

[129]  Nazareno Andrade,et al.  Individual and social behavior in tagging systems , 2009, HT '09.

[130]  Lev Vygotsky.  Mind in society , 1978 .

[131]  Jon Dron,et al.  CoFIND: steps towards a self-organising learning environment , 2000, WebNet.