The anatomy of a large-scale hypertextual Web search engine
WWW7 Proceedings of the seventh international conference on World Wide Web 7
A guided tour to approximate string matching
ACM Computing Surveys (CSUR)
SimRank: a measure of structural-context similarity
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Effectively Finding Relevant Web Pages from Linkage Information
IEEE Transactions on Knowledge and Data Engineering
Adaptive duplicate detection using learnable string similarity measures
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
A comparative evaluation of name-matching algorithms
ICAIL '03 Proceedings of the 9th international conference on Artificial intelligence and law
Journal of the American Society for Information Science and Technology
Link-based similarity measures for the classification of Web documents
Journal of the American Society for Information Science and Technology
ACM SIGKDD Explorations Newsletter
Relevance search and anomaly detection in bipartite graphs
ACM SIGKDD Explorations Newsletter
Domain-independent data cleaning via analysis of entity-relationship graph
ACM Transactions on Database Systems (TODS)
Contextual search and name disambiguation in email using graphs
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Criminal networks and spatial density
ICAIL '05 Proceedings of the 10th international conference on Artificial intelligence and law
Fast Random Walk with Restart and Its Applications
ICDM '06 Proceedings of the Sixth International Conference on Data Mining
The link-prediction problem for social networks
Journal of the American Society for Information Science and Technology
PageSim: A Novel Link-Based Similarity Measure for the World Wide Web
WI '06 Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence
IEEE Transactions on Knowledge and Data Engineering
Semantics-based legal citation network
Proceedings of the 11th international conference on Artificial intelligence and law
Cross-document entity tracking
ECIR'07 Proceedings of the 29th European conference on IR research
Link analysis tools for intelligence and counterterrorism
ISI'05 Proceedings of the 2005 IEEE international conference on Intelligence and Security Informatics
Discovering identity problems: a case study
ISI'05 Proceedings of the 2005 IEEE international conference on Intelligence and Security Informatics
Analysing social networks within bibliographical data
DEXA'06 Proceedings of the 17th international conference on Database and Expert Systems Applications
Automatically detecting criminal identity deception: an adaptive detection algorithm
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
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Combating identity fraud is prominent and urgent since false identity has become the common denominator of all serious crime. Among many identified identity attributes, personal names are commonly falsified or aliased by most criminals and terrorists. Typical approaches to such name disambiguation rely on the text-based similarity measures, which are efficient to some extent, but severely fail to handle highly deceptive and unknown identities. In light of aforementioned shortcoming, this paper presents an intelligent hybrid approach that proficiently combines both content-based and link-based measures of examined names to refine the justification of their similarity. In particular, a new link-based method that exploits multiple link properties is introduced and deployed within the proposed hybrid mechanism. The experimental evaluation of this measure and the hybrid model against other link-based and text-based techniques, over a terrorist-related dataset, significantly indicates their great potentials towards an effective verification system.