PARAFAC: parallel factor analysis
Computational Statistics & Data Analysis - Special issue on multiway data analysis—software and applications
Improved algorithms for topic distillation in a hyperlinked environment
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
The anatomy of a large-scale hypertextual Web search engine
WWW7 Proceedings of the seventh international conference on World Wide Web 7
Authoritative sources in a hyperlinked environment
Journal of the ACM (JACM)
What is this page known for? Computing Web page reputations
Proceedings of the 9th international World Wide Web conference on Computer networks : the international journal of computer and telecommunications netowrking
SALSA: the stochastic approach for link-structure analysis
ACM Transactions on Information Systems (TOIS)
Web page scoring systems for horizontal and vertical search
Proceedings of the 11th international conference on World Wide Web
Proceedings of the 11th international conference on World Wide Web
PageRank, HITS and a unified framework for link analysis
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
The ρ operator: discovering and ranking associations on the semantic web
ACM SIGMOD Record
Scaling personalized web search
WWW '03 Proceedings of the 12th international conference on World Wide Web
ACM SIGIR Forum
A hybrid approach for searching in the semantic web
Proceedings of the 13th international conference on World Wide Web
Ranking Complex Relationships on the Semantic Web
IEEE Internet Computing
Usage-Based PageRank for Web Personalization
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Higher-Order Web Link Analysis Using Multilinear Algebra
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Discovering informative connection subgraphs in multi-relational graphs
ACM SIGKDD Explorations Newsletter
Algorithm 862: MATLAB tensor classes for fast algorithm prototyping
ACM Transactions on Mathematical Software (TOMS)
Objectrank: authority-based keyword search in databases
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
BrowseRank: letting web users vote for page importance
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Introduction to Information Retrieval
Introduction to Information Retrieval
Tensor Decompositions and Applications
SIAM Review
DBpedia: a nucleus for a web of open data
ISWC'07/ASWC'07 Proceedings of the 6th international The semantic web and 2nd Asian conference on Asian semantic web conference
Beagle++: semantically enhanced searching and ranking on the desktop
ESWC'06 Proceedings of the 3rd European conference on The Semantic Web: research and applications
/facet: a browser for heterogeneous semantic web repositories
ISWC'06 Proceedings of the 5th international conference on The Semantic Web
Semantic tags generation and retrieval for online advertising
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Ranking the linked data: the case of DBpedia
ICWE'10 Proceedings of the 10th international conference on Web engineering
Learning to rank individuals in description logics using kernel perceptrons
RR'10 Proceedings of the Fourth international conference on Web reasoning and rule systems
RELIN: relatedness and informativeness-based centrality for entity summarization
ISWC'11 Proceedings of the 10th international conference on The semantic web - Volume Part I
Getting the meaning right: a complementary distributional layer for the web semantics
ISWC'11 Proceedings of the 10th international conference on The semantic web - Volume Part I
Using virtual documents to move information retrieval and knowledge management closer together
Proceedings of the fourth workshop on Exploiting semantic annotations in information retrieval
Semantic Web search based on ontological conjunctive queries
Web Semantics: Science, Services and Agents on the World Wide Web
Searching and browsing Linked Data with SWSE: The Semantic Web Search Engine
Web Semantics: Science, Services and Agents on the World Wide Web
Random indexing for finding similar nodes within large RDF graphs
ESWC'11 Proceedings of the 8th international conference on The Semantic Web
Factorizing YAGO: scalable machine learning for linked data
Proceedings of the 21st international conference on World Wide Web
Predicting RDF triples in incomplete knowledge bases with tensor factorization
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Unsupervised generation of data mining features from linked open data
Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics
An empirical survey of Linked Data conformance
Web Semantics: Science, Services and Agents on the World Wide Web
Tripartite community structure in social bookmarking data
The New Review of Hypermedia and Multimedia - Special issue on Social Linking and Hypermedia
Linked open data to support content-based recommender systems
Proceedings of the 8th International Conference on Semantic Systems
Discovering and ranking new links for linked data supplier
JIST'11 Proceedings of the 2011 joint international conference on The Semantic Web
MultiAspectForensics: mining large heterogeneous networks using tensor
International Journal of Web Engineering and Technology
Journal of Database Management
High order pLSA for indexing tagged images
Signal Processing
Multi-Relational learning for recommendation of matches between semantic structures
KES'12 Proceedings of the 16th international conference on Knowledge Engineering, Machine Learning and Lattice Computing with Applications
A statistical and schema independent approach to identify equivalent properties on linked data
Proceedings of the 9th International Conference on Semantic Systems
SPRING: ranking the results of SPARQL queries on linked data
Proceedings of the 17th International Conference on Management of Data
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The Semantic Web fosters novel applications targeting a more efficient and satisfying exploitation of the data available on the web, e.g. faceted browsing of linked open data. Large amounts and high diversity of knowledge in the Semantic Web pose the challenging question of appropriate relevance ranking for producing fine-grained and rich descriptions of the available data, e.g. to guide the user along most promising knowledge aspects. Existing methods for graph-based authority ranking lack support for fine-grained latent coherence between resources and predicates (i.e. support for link semantics in the linked data model). In this paper, we present TripleRank, a novel approach for faceted authority ranking in the context of RDF knowledge bases. TripleRank captures the additional latent semantics of Semantic Web data by means of statistical methods in order to produce richer descriptions of the available data. We model the Semantic Web by a 3-dimensional tensor that enables the seamless representation of arbitrary semantic links. For the analysis of that model, we apply the PARAFAC decomposition, which can be seen as a multi-modal counterpart to Web authority ranking with HITS. The result are groupings of resources and predicates that characterize their authority and navigational (hub) properties with respect to identified topics. We have applied TripleRank to multiple data sets from the linked open data community and gathered encouraging feedback in a user evaluation where TripleRank results have been exploited in a faceted browsing scenario.