Dynamic Linking of Smart Digital Objects Based on User Navigation Patterns

Details Dynamic Linking of Smart Digital Objects Based on User Navigation Patterns Dynamic Linking of Smart Digital Objects Based on User Navigation Patterns

2004-01-28

arxiv.org/abs/cs/0401029v1

Computer Science

Digital Libraries

pages: 12

Scientific paper

We discuss a methodology to dynamically generate links among digital objects by means of an unsupervised learning mechanism which analyzes user link traversal patterns. We performed an experiment with a test bed of 150 complex data objects, referred to as buckets. Each bucket manages its own content, provides methods to interact with users and individually maintains a set of links to other buckets. We demonstrate that buckets were capable of dynamically adjusting their links to other buckets according to user link selections, thereby generating a meaningful network of bucket relations. Our results indicate such adaptive networks of linked buckets approximate the collective link preferences of a community of user

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