beliakov-constructionofaggregation-2007.pdf (372.93 kB)
Construction of aggregation operators with noble reinforcement
This paper examines disjunctive aggregation operators used in various recommender systems. A specific requirement in these systems is the property of noble reinforcement: allowing a collection of high-valued arguments to reinforce each other while avoiding reinforcement of low-valued arguments. We present a new construction of Lipschitz-continuous aggregation operators with noble reinforcement property and its refinements.
History
Journal
IEEE transactions on fuzzy systemsVolume
15Issue
6Pagination
1209 - 1218Publisher
IEEELocation
New York, N.Y.ISSN
1063-6706eISSN
1941-0034Language
engNotes
This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder.Publication classification
C1 Refereed article in a scholarly journalCopyright notice
2007, IEEEUsage metrics
Keywords
aggregation operatorsfuzzy logicinformation fusionLipschitz aggregation operatorsmonotone interpolationnoble reinforcementScience & TechnologyTechnologyComputer Science, Artificial IntelligenceEngineering, Electrical & ElectronicComputer ScienceEngineeringFUSIONArtificial Intelligence and Image Processing
Licence
Exports
RefWorks
BibTeX
Ref. manager
Endnote
DataCite
NLM
DC