Mining Web Data for Competency Management
Zhu, Dr. Jianhan and Gonçalves, Mr. Alexandre and Uren, Dr. Victoria and Motta, Prof. Enrico and Pacheco, Prof. Roberto (2005) Mining Web Data for Competency Management. The 2005 IEEE/WIC/ACM International Conference on Web Intelligence (WI'05), Compiegne, France.
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We present CORDER (COmmunity Relation Discovery by named Entity Recognition) an un-supervised machine learning algorithm that exploits named entity recognition and co-occurrence data to associate individuals in an organization with their expertise and associates. We discuss the problems associated with evaluating unsupervised learners and report our initial evaluation experiments.
|Keywords:||relation discovery, named entity recognition, information extraction, ranking|
|Subjects:||AKT Challenges > Knowledge retrieval|
AKT Challenges > Knowledge acquisition
AKT Challenges > Knowledge maintenance
|Deposited By:||Zhu, Dr. Jianhan|
|Deposited On:||31 March 2006|
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