The anatomy of a large-scale hypertextual Web search engine
WWW7 Proceedings of the seventh international conference on World Wide Web 7
SIGDOC '86 Proceedings of the 5th annual international conference on Systems documentation
A survey of approaches to automatic schema matching
The VLDB Journal — The International Journal on Very Large Data Bases
Topic-Sensitive PageRank: A Context-Sensitive Ranking Algorithm for Web Search
IEEE Transactions on Knowledge and Data Engineering
Natural Language Engineering
CNSR '04 Proceedings of the Second Annual Conference on Communication Networks and Services Research
Versatile structural disambiguation for semantic-aware applications
Proceedings of the 14th ACM international conference on Information and knowledge management
Integration of XML schemas at various "severity" levels
Information Systems
Evaluating WordNet-based Measures of Lexical Semantic Relatedness
Computational Linguistics
PageRank on semantic networks, with application to word sense disambiguation
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
XML schema clustering with semantic and hierarchical similarity measures
Knowledge-Based Systems
The Google Similarity Distance
IEEE Transactions on Knowledge and Data Engineering
Fragment-based approximate retrieval in highly heterogeneous XML collections
Data & Knowledge Engineering
Similarity of XML-Schema Elements
The Computer Journal
Word sense disambiguation: A survey
ACM Computing Surveys (CSUR)
Large scale integration of senses for the semantic web
Proceedings of the 18th international conference on World wide web
Word Sense Disambiguation for XML Structure Feature Generation
ESWC 2009 Heraklion Proceedings of the 6th European Semantic Web Conference on The Semantic Web: Research and Applications
Personalizing PageRank for word sense disambiguation
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
Extended gloss overlaps as a measure of semantic relatedness
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Wisdom of crowds versus wisdom of linguists – measuring the semantic relatedness of words
Natural Language Engineering
Using measures of semantic relatedness for word sense disambiguation
CICLing'03 Proceedings of the 4th international conference on Computational linguistics and intelligent text processing
Element similarity measures in XML schema matching
Information Sciences: an International Journal
Robust and efficient page rank for word sense disambiguation
TextGraphs-5 Proceedings of the 2010 Workshop on Graph-based Methods for Natural Language Processing
A graph-based approach to measuring semantic relatedness in ontologies
Proceedings of the International Conference on Web Intelligence, Mining and Semantics
Formalizing the XML schema matching problem as a constraint optimization problem
DEXA'05 Proceedings of the 16th international conference on Database and Expert Systems Applications
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Link analysis methods like the popular PageRank are increasingly being applied to lexical knowledge bases to deal with a number of natural language processing problems, including unsupervised word sense ranking and disambiguation. Compared to plain-text, the topic of sense ranking in semistructured data has been however studied marginally. This paper aims to bridge PageRank-based word sense ranking and tree-structured data. We propose PageRank-style methods for the structural sense ranking problem, which take into account tree structural relations as well as semantic relatedness in the constituents of tree data. The proposed methods are comparatively evaluated with existing Page-Rank methods for word sense disambiguation. Effectiveness and efficiency of PageRank methods have been assessed on various data with different domain vocabularies.