Building a Personal Knowledge Recommendation System using Agents, Learning Ontologies and Web Mining

In this paper we consider a process which complements the learning process for building personal knowledge through the exchange of knowledge chains. This approach consists in the partial automatization of the process of creating knowledge chains, through the use of the technology from agents, ontologies and data mining. The agents will monitor all media used by the learner, and will classify its content using an ontology. From there, we want to create and recommend a chain to the learner. This point became important when we observed that the learners weren't motivated to create their chains, which, normally, takes a lot of effort

[1]  William Snyder,et al.  Cultivating Communities of Practice: A Guide to Managing Knowledge , 2002 .

[2]  Christine Jacquin,et al.  Indexing a web site with a terminology oriented ontology , 2001, SWWS.

[3]  Juliana Lucas de Rezende,et al.  BUILDING PERSONAL KNOWLEDGE THROUGH EXCHANGING KNOWLEDGE CHAINS , 2004 .

[4]  Jeffrey M. Bradshaw,et al.  An introduction to software agents , 1997 .

[5]  T. Joachims.  WebWatcher : A Tour Guide for the World Wide Web , 1997 .

[6]  York Sure-Vetter,et al.  OntoShare: a knowledge management environment for virtual communities of practice , 2003, K-CAP '03.

[7]  Thomas R. Gruber,et al.  Toward principles for the design of ontologies used for knowledge sharing? , 1995, Int. J. Hum. Comput. Stud..

[8]  Suzanne D. Pawlowski,et al.  Supporting shared information systems: boundary objects, communities, and brokering , 2000, ICIS.

[9]  Carola Eschenbach,et al.  Formal Ontology in Information Systems , 2008 .

[10]  Jaideep Srivastava,et al.  Web mining: information and pattern discovery on the World Wide Web , 1997, Proceedings Ninth IEEE International Conference on Tools with Artificial Intelligence.

[11]  Jano Moreira de Souza,et al.  COE: A collaborative ontology editor based on a peer-to-peer framework , 2005, Adv. Eng. Informatics.

[12]  Alex A. Freitas,et al.  Document Clustering and Text Summarization , 2000 .

[13]  Jano Moreira de Souza,et al.  Creating educator communities , 2005, Int. J. Web Based Communities.

[14]  Thorsten Joachims,et al.  Web Watcher: A Tour Guide for the World Wide Web , 1997, IJCAI.

[15]  Jairo Francisco de Souza,et al.  Peer-to-peer collaborative integration of dynamic ontologies , 2005, Proceedings of the Ninth International Conference on Computer Supported Cooperative Work in Design, 2005..

[16]  Riccardo Dondi,et al.  Stimulating knowledge discovery and sharing , 2003, GROUP.

[17]  Thepchai Supnithi.  Learning Goal Ontology Supported by Learning Theories for Opportunistic Group Formation , 1999 .