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A Novel IoT Application Recommendation System Using Metaheuristic Multi-Criteria Analysis

Computer Systems Science & Engineering 2021年第5期37卷 149-158页

作者： Mohammed Hayder Kadhim farhad mardukhi Department of Computer Engineering and Information Technology Razi UniversityKermanshahIran

There are a variety of Internet of Things(IoT)applications that cover different aspects of daily *** of these applications has different criteria and sub-criteria,making it difficult for the user to *** requires an automated approach to select IoT applications by considering *** paper presents a novel recommendation system for presenting applications on the ***,using the analytic hierarchy process(AHP),a multi-layer architecture of the criteria and sub-criteria in IoT applications is *** architecture is used to evaluate and rank IoT *** a result,finding the weight of the criteria and subcriteria requires a metaheuristic *** this paper,a sequential quadratic programming algorithm is used to find the optimal weight of the criteria and sub-criteria *** the best of our knowledge,this is the first study to use an analysis of metaheuristic criteria and sub-criteria to design an IoT application recommendation *** evaluations and comparisons in the experimental results section show that the proposed method is a comprehensive and reliable model for the construction of an IoT applications recommendation system.

关键词： Internet of Things smart objects recommendation system multicriteria analysis sequential quadratic programming

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Mapping UML State Machine Diagram And WS-CDL For Modeling Participant’s Behavioral Scenarios

Mapping UML State Machine Diagram And WS-CDL For Modeling Pa...

引用

International Conference on Computer Science and Information Technology(ICCSIT’2011);International Conference on Electrical,Electronics and Civil Engineering(ICEECE’2011);International Conference on Mechanical,Production and Automobile Engineering(ICMPAE’2011);International Conference on Humanities,Geography and Economics(ICHGE’2011);International Conference on Chemical,Ecology and Environmental Sciences(ICCEES’2011);International Conference on Medical,Biological and Pharmaceutical Sciences (ICMBPS’2011)

作者： Seyed Mohammad Javad. Zakerfar Naser. Nematbakhsh farhad. mardukhi Mohammad. Naderi Dehkordi the Dept.of Computer Engineering Najafabad BranchIslamic Azad University Dept.Of Computer Engineering University of Isfahan Dept.of Computer Engineering Najafabad BranchIslamic Azad University

Web service choreography has two points of view, public and local. The observable behavior of collaborating services to obtain the common goal based on WS-CDL language is called public choreography. The behavior of each participant services in the form of UML state machines to participate in collaboration is called local choreography .This paper proposes a mapping mechanism of WS-CDL （public view） to generate partner’s UML state machines （local view）.

关键词： WS-CDL UML state machine choreography behavioral interface.

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