Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 14 of 14 for “"DBLP"”.
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Interactive visualization of the collaborative research network
… the Digital Bibliography and Library Project or DBLP, which contains information on all publications that have been published in computer and information science related journals and conference proceedings. We model the DBLP dataset as a social network of research collaborations. DBLP is a …
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Hefbib : hierarchical expert finding in heterogeneous bibliographic network
… on synthetic toy examples and real-world DBLP dataset show promising results.
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Relation2vec: Contextualized network embedding for heterogeneous information networks
… evaluate the performance of relation2vec across DBLP and Yelp datasets via four network analysis tasks: visualization, clustering purity test, node type prediction and path type prediction. The experiment results show that rela- tion2vec outperforms other state-of-the-art HIN embedding methods by …
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IVIS: Search and visualization on heterogeneous information networks
… a specialized heterogeneous information network: DBLP. The system aims to facilitate people, especially computer science researchers, toward a better understanding and user experience about academic information networks. Then we extend our system to the Web. Our results are much more intuitive and …
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Unified processing of natural language and relational data
… of NLP techniques. Two case studies using the DBLP dataset demonstrate this integration’s power. Building an LDA model, augmenting the topic labels for greater descriptiveness, and applying preexisting models for semantic analysis.
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Efficient data search and synchronization for tree-structured data on mobile devices
… focus on a particular tree-structured dataset, DBLP, and select hundreds of records from it and enrich it as a neat XML file for parsing. With hundreds of records, more than 35,000 nodes in the tree structure, our method responds accurately and efficiently.
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Effective citation recommendation by information network-based clustering
… joint optimization problem. Experiments on both DBLP and PubMed datasets demonstrate the power of the proposed approach, with 17.68% improvement in Recall@50 and 9.57% growth in MRR over the best performing baseline.
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AsymSim: meta path-based similarity with asymmetric relations
… queries online and perform experiments on real DBLP data to verify the effectiveness of our proposed measure.
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Hierarchical topic map generation for exploratory browsing
… in map/regions in the corpus. Experiments on DBLP titles datasets show that our topic map can be used very effectively and intuitively by the user to reach to the desired document.
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Graph regularized transductive classification on heterogeneous information networks
… optimization problem. Experiments on the DBLP data set show that our algorithm significantly improves the classification accuracy over existing state-of-theart methods.
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Determining influence in social networks using Social Capital
… several real life datasets. Especially, for the DBLP collaboration network our algorithm outperforms PageRank, PMIA and Weighted Degree baselines by up to 8% in terms of precision recall and F1-measure.Furthermore, we use Hypergraphs as a tool to model group collaborations more effectively and …
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Design and applications of a secure and decentralized Distributed Hash Table
… graphs from LiveJournal, Flickr, YouTube, and DBLP, confirm the analytic prediction that Whanau provides high availability in the face of powerful Sybil attacks. Experimental results using PlanetLab demonstrate that an implementation of the Whanau protocol can handle reasonable levels of churn.
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Statistical algorithms using multisets and statistical inference of heterogeneous networks
… simulation studies and applications to the DBLP data.
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An Effective End-User Development Approach through Domain-Specific Mashups for Research Impact Evaluation
… data sources available on the Web (e.g., DBLP, Microsoft Academic Search, Google Scholar) that are used for such analysis purposes. Taking data from these diverse sources, performing the analysis and visualizing results in different ways is not a trivial and straight forward task. …