Knowledge-based metadata extraction from PostScript files
DL '00 Proceedings of the fifth ACM conference on Digital libraries
Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data
ICML '01 Proceedings of the Eighteenth International Conference on Machine Learning
Maximum Entropy Markov Models for Information Extraction and Segmentation
ICML '00 Proceedings of the Seventeenth International Conference on Machine Learning
Automatic document metadata extraction using support vector machines
Proceedings of the 3rd ACM/IEEE-CS joint conference on Digital libraries
Metaextract: an NLP system to automatically assign metadata
Proceedings of the 4th ACM/IEEE-CS joint conference on Digital libraries
Two supervised learning approaches for name disambiguation in author citations
Proceedings of the 4th ACM/IEEE-CS joint conference on Digital libraries
UAI '04 Proceedings of the 20th conference on Uncertainty in artificial intelligence
Journal of the American Society for Information Science and Technology
Mapping Scientific Disciplines and Author Expertise Based on Personal Bibliography Files
IV '06 Proceedings of the conference on Information Visualization
Building for Users not for Experts: Designing a Visualization of the Literature Domain
IV '07 Proceedings of the 11th International Conference Information Visualization
Representing, Analyzing, and Visualizing Scholarly Data in Support of Research Management
IV '07 Proceedings of the 11th International Conference Information Visualization
Promoting Insight-Based Evaluation of Visualizations: From Contest to Benchmark Repository
IEEE Transactions on Visualization and Computer Graphics
SALT - Semantically Annotated $\mbox{\LaTeX}$ for Scientific Publications
ESWC '07 Proceedings of the 4th European conference on The Semantic Web: Research and Applications
Recipes for semantic web dog food: the ESWC and ISWC metadata projects
ISWC'07/ASWC'07 Proceedings of the 6th international The semantic web and 2nd Asian conference on Asian semantic web conference
Proceedings of the International Conference on Web Intelligence, Mining and Semantics
Leveraging the Linked Data Principles for Electronic Communications
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
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The exponential growth of the World Wide Web in the last decade brought an explosion in the information space, which has important consequences also in the area of scientific research. Finding relevant work in a particular field and exploring the links between publications is currently a cumbersome task. Similarly, on the desktop, managing the publications acquired over time can represent a real challenge. Extracting semantic metadata, exploring the linked data cloud and using the semantic desktop for managing personal information represent, in part, solutions for different aspects of the above mentioned issues. In this paper, we propose an innovative approach for bridging these three directions with the overall goal of alleviating the information overload problem burdening early stage researchers. Our application combines harmoniously document engineering-oriented automatic metadata extraction with information expansion and visualization based on linked data, while the resulting documents can be seamlessly integrated into the semantic desktop.