On ordered weighted averaging aggregation operators in multicriteria decisionmaking
IEEE Transactions on Systems, Man and Cybernetics
Connectives and quantifiers in fuzzy sets
Fuzzy Sets and Systems - Special memorial volume on foundations of fuzzy reasoning
FUZMAR: an approach to aggregating market research data based on fuzzy reasoning
Fuzzy Sets and Systems
On the issue of obtaining OWA operator weights
Fuzzy Sets and Systems
The anatomy of a large-scale hypertextual Web search engine
WWW7 Proceedings of the seventh international conference on World Wide Web 7
A modified OWA operator and its use in lossless DPCM image compression
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
SimRank: a measure of structural-context similarity
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Link-based similarity measures for the classification of Web documents
Journal of the American Society for Information Science and Technology
ACM SIGKDD Explorations Newsletter
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
Flexible fuzzy OWA querying method for hemodialysis database
Soft Computing - A Fusion of Foundations, Methodologies and Applications
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
Aggregation Functions: A Guide for Practitioners
Aggregation Functions: A Guide for Practitioners
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
A linguistic modeling of consensus in group decision making basedon OWA operators
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Using Stress Functions to Obtain OWA Operators
IEEE Transactions on Fuzzy Systems
Disclosing false identity through hybrid link analysis
Artificial Intelligence and Law
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Within the past decades, many fuzzy aggregation techniques, ordered weighted averaging (OWA) in particular, ave proven effective for a wide range of information processing tasks, such as decision making, image analysis, database and machine learning. Despite reported successes, their potentials have yet to be explored for the emerging problem of link analysis, which aims to discover similarity and relations amongst objects through their associations. Recently, several link-based similarity methods have been put forward to identifying similar objects in the Internet and publication domains. However, these techniques only take into account the cardinality property of a link structure that is highly sensitive to noise and causes a great number of false positives. In light of such challenge, this paper presents a novel OWA aggregation model that is capable of efficiently deriving a similarity measure through the integration of multiple link properties. The underlying approach is based on the methodology of stress function by which the aggregation behavior can be easily interpreted and modeled. In addition, a semi-supervised method is introduced to assist a user in designing a stress function, i.e. the weighting scheme of link properties, appropriate for a particular link network. The application of the OWA aggregation approach to alias detection is demonstrated and evaluated, against state-of-art link-based techniques, over datasets specifically related toterrorism, publication and email domains.