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Adaptive Navigation Support for Open-Corpus Hypermedia Peter Brusilovsky with: Jaewook Ahn, Sharon Hsiao,Rosta Farzan, Danielle Lee, Sergey Sosnovsky, Michael Yudelson Personalized Adaptive Web Systems Lab University of Pittsburgh, USA
Information Access:  One Size Fits All? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
What can be taken into account? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
User Model Collects information about individual user Provides  adaptation effect Adaptive System User Modeling side Adaptation side Adaptive systems Classic loop “user modeling - adaptation” in adaptive systems
Adaptive Information Access Systems ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Adaptive Hypermedia ,[object Object],[object Object],[object Object],[object Object],[object Object]
Adaptive Navigation Support ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Adaptive Link Annotation
The Value of ANS ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
The Problem ,[object Object]
Closed and Open Corpus AH ,[object Object],[object Object],[object Object],[object Object]
The Open Corpus Problem ,[object Object]
The Open Corpus Problem in the Web Age
Why it is a problem? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
The Anatomy of the Open Corpus Problem in AH ,[object Object],[object Object],[object Object]
The Anatomy of the Open Corpus Problem in AH ,[object Object],[object Object],[object Object],Navigation Support
How it is Done in Classic AH ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
An External Model Concept 1 Concept 2 Concept 3 Concept 4 Concept 5 Concept N
Indexing of Nodes ,[object Object],Concept 1 Concept 2 Concept 3 Concept 4 Concept m Concept n Hyperspace
Indexing of Fragments Fragment 1 Fragment 2 Fragment K Concept 1 Concept 2 Concept 3 Concept 4 Concept 5 Concept N Node Concepts
Concept-Level User Model Concept 1 Concept 2 Concept 3 Concept 4 Concept 5 Concept N 10 3 0 2 7 4
How to do it for the OC? ,[object Object],[object Object],[object Object],[object Object]
Personalized Information Access 2000 ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Personalized Information Access 2000 Adaptive Hypermedia Adaptive IR Web Recommenders ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],HCI / HT AI / IR
A Look under the Hood Adaptive Hypermedia Adaptive IR Web Recommenders Navigation Search Recommendation Metadata-based mechanism Keyword-based mechanism Community-based mechanism Types of information access Adaptation Mechanisms
Building Open Corpus Adaptive Hypermedia with: ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Metadata-based OCAH ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
KBS-HyperBook:  Expandable AH Integrating new resources by indexing
QuizGuide: Topic-Based AH Indexing by categorization
NavEx: Automatic Indexing  Classic “traffic light” prerequisite-based mechanism  based on automatic indexing
Concept-Based QuizGuide See more in Sergey Sosnovsky’s Talk
Proactive: Metadata for ANS Recommendation and navigation support based on available  metadata indexing
Community-based OCAH ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
CoWeb: Footprint Social NS
Knowledge Sea II
Conference Navigator ,[object Object]
http://strelka.exp.sis.pitt.edu/cn20beta/
CourseAgent
PittCult Social networks for contextual recommendation
Keyword-based OCAH ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
ScentTrails: Keyword-based Adaptive Link Annotation
YourNews: Open Keyword-Level User Models Keyword-level user model is visible and editable
Personalized Information Access 2008 Adaptive Hypermedia Adaptive IR Web Recommenders Navigation Search Recommendation Metadata-based mechanism Keyword-based mechanism Community-based mechanism Adaptation Mechanisms
Personalized Information Access 200X Adaptive Hypermedia Adaptive IR/IF Web Recommenders ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Adaptive Info Vis
ASSIST-ACM Re-ranking result-list based on search and browsing history information ,[object Object],See more in Jill Freyne’s Talk
YourNews VIBE Adaptive visualization with keyword-level user model and keyword-level adaptation mechanism
Service-Based Navigation Support M. Yudelson, P. Brusilovsky (C) 2008 Navigation support is separate from the host AH system and  provided by external services, which can use any mechanism
More Information ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

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