GroupLens: applying collaborative filtering to Usenet news
Communications of the ACM
Data on the Web: from relations to semistructured data and XML
Data on the Web: from relations to semistructured data and XML
Experience with personalization of Yahoo!
Communications of the ACM
Automatic personalization based on Web usage mining
Communications of the ACM
Towards adaptive Web sites: conceptual framework and case study
Artificial Intelligence - Special issue on Intelligent internet systems
ACM SIGKDD Explorations Newsletter
Finding the flow in web site search
Communications of the ACM
User Modeling and User-Adapted Interaction
Dynamic Taxonomies: A Model for Large Information Bases
IEEE Transactions on Knowledge and Data Engineering
Web mining for web personalization
ACM Transactions on Internet Technology (TOIT)
Web usage mining: discovery and applications of usage patterns from Web data
ACM SIGKDD Explorations Newsletter
Staging transformations for multimodal web interaction management
Proceedings of the 13th international conference on World Wide Web
Coupling browse and search in highly interactive user interfaces: a study of the relation browser++
Proceedings of the 4th ACM/IEEE-CS joint conference on Digital libraries
Program transformations for information personalization
Program transformations for information personalization
A study of out-of-turn interaction in menu-based, IVR, voicemail systems
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Reducing human interactions in Web directory searches
ACM Transactions on Information Systems (TOIS)
Symbolic links in the Open Directory Project
Information Processing and Management: an International Journal
Information Processing and Management: an International Journal
Dynamic Taxonomies and Faceted Search: Theory, Practice, and Experience
Dynamic Taxonomies and Faceted Search: Theory, Practice, and Experience
An implicit feedback approach for interactive information retrieval
Information Processing and Management: an International Journal - Special issue: Formal methods for information retrieval
Program transformations for information personalization
Computer Languages, Systems and Structures
Assessing user-specific difficulty of documents
Information Processing and Management: an International Journal
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We present an analysis of a progressive series of out-of-turn transformations on a hierarchical website to personalize a user's interaction with the site. We formalize the transformation in graph-theoretic terms and describe a toolkit we built which enumerates all of the traversals enabled by every possible complete series of these transformations in any site and computes a variety of metrics while simulating each traversal therein to qualify the relationship between a site's structure and the cumulative effect of support for the transformation in a site. We employed this toolkit in two websites. The results indicate that the transformation enables users to experience a vast number of paths through a site not traversable through browsing and demonstrate that it supports traversals with multiple steps, where the semblance of a hierarchy is preserved, as well as shortcuts directly to the desired information.