Phase transitions in artificial intelligence systems
Artificial Intelligence
Information retrieval by constrained spreading activation in semantic networks
Information Processing and Management: an International Journal - Artificial Intelligence and Information Retrieval
On the use of spreading activation methods in automatic information
SIGIR '88 Proceedings of the 11th annual international ACM SIGIR conference on Research and development in information retrieval
UIST '94 Proceedings of the 7th annual ACM symposium on User interface software and technology
The WebBook and the Web Forager: an information workspace for the World-Wide Web
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Readings in information visualization: using vision to think
Readings in information visualization: using vision to think
The FISHEYE view: a new look at structured files
Readings in information visualization
Finding related pages in the World Wide Web
WWW '99 Proceedings of the eighth international conference on World Wide Web
SuperBook: an automatic tool for information exploration—hypertext?
HYPERTEXT '87 Proceedings of the ACM conference on Hypertext
Associative Document Retrieval Techniques Using Bibliographic Information
Journal of the ACM (JACM)
On the recommending of citations for research papers
CSCW '02 Proceedings of the 2002 ACM conference on Computer supported cooperative work
3Book: a scalable 3D virtual book
CHI '04 Extended Abstracts on Human Factors in Computing Systems
3Book: a 3D electronic smart book
Proceedings of the working conference on Advanced visual interfaces
A document corpus browser for in-depth reading
Proceedings of the 4th ACM/IEEE-CS joint conference on Digital libraries
Enhancing digital libraries with TechLens+
Proceedings of the 4th ACM/IEEE-CS joint conference on Digital libraries
User evaluation of the NASA technical report server recommendation service
Proceedings of the 6th annual ACM international workshop on Web information and data management
Usage derived recommendations for a video digital library
Journal of Network and Computer Applications
Document recommendation for knowledge sharing in personal folder environments
Journal of Systems and Software
ICANN'11 Proceedings of the 21th international conference on Artificial neural networks - Volume Part I
Customized reviews for small user-databases using iterative SVD and content based filtering
Proceedings of the 7th Workshop on Social Network Mining and Analysis
Research paper recommender system evaluation: a quantitative literature survey
Proceedings of the International Workshop on Reproducibility and Replication in Recommender Systems Evaluation
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Digital books can significantly enhance the reading experience, providing many functions not available in printed books. In this paper we study a particular augmentation of digital books that provides readers with customized recommendations. We systematically explore the application of spreading activation over text and citation data to generate useful recommendations. Our findings reveal that for the tasks performed in our corpus, spreading activation over text is more useful than citation data. Further, fusing text and citation data via spreading activation results in the most useful recommendations. The fused spreading activation techniques outperform traditional text-based retrieval methods. Finally, we introduce a preliminary user interface for the display of recommendations from these algorithms.