A Mobile Agent Based Approach for Automating discover-Compose Process of Semantic Web Services

Latrache,

doi:10.3844/jcssp.2014.1628.1641

Cited by 4 publications

(7 citation statements)

References 30 publications

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“…The technique suggested in [18] provided a method for discovering and composing SWSs in a distributed environment. This technique is based on a mobile agent, which has the characteristics of self-reliance, social capability, selflearning, and, most importantly, mobility.…”

Section: Related Workmentioning

confidence: 99%

“…In this paper, we proposed a novel approach that addresses the service discovery problem based on a cooperative system by mobile agents developed in [18]. This approach aims to analyze the semantic services in a contextual way.…”

Section: Introductionmentioning

confidence: 99%

“… The integration of a semantic analysis agent in order to facilitate the retrieval of ontology relationships between concepts and to enhance the performance of the discovery process. This integration provided to the proposed module by [18], which allows reinforcing in a robust and more flexible in responding to any point of the execution, enables to achieve better performance and lower memory consumption to select the composition of the services dynamically.…”

Section: Introductionmentioning

confidence: 99%

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A Hybrid Similarity Measure for Dynamic Service Discovery and Composition based on Mobile Agents

Allali¹,

FARISS²,

Asaidi³

et al. 2021

IJACSA

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With the ever-present competition among companies, the prevalence of web services (WSs) is increasing dramatically. This leads to the diversity of the similar services and their developed nature, which makes the discovery of a relevant service during the composition phase a complex task. Since most of the competition companies aim to discover highquality services with minimum charges in order to increase the number of customers and their profit. The semantic WSs allow performing dynamic service discovery through the entities software and intelligent agents. However, the solutions provided to the discovery process are limited to their performance in terms of the quickness to respond to the request in real-time, without considering the constraints such as the accuracy in the discovery phase and the quality of the similarity mechanism evaluation. They usually are based on the similarity measure of distance between concepts in the ontology instead of taking into consideration the relationships semantically and the strength of the semantic relationship between concepts in the context. In this paper, we proposed a novel hybrid semantic similarity method to improve the service discovery process. The hybrid method is applied to an architecture based on mobile agents, where cooperative agents are integrated to facilitate and speed up the discovery process. In the first hybrid method, we defined the Latent Semantic Analysis (LSA) with a semantic relatedness measure to avoid the ambiguity of the terms and obtain a purely semantic relatedness at level of the service description. The second one is defined to analyze the relationships at the level of the I/O service based on the subsumption reasoning, called IO-MATCHING. Experimental results on a real data set demonstrate that our solution outperforms the state-of-the-art approaches in terms of precision, recall, F-measure, and consumed time of the service discovery.

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Section: Related Workmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

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A Hybrid Similarity Measure for Dynamic Service Discovery and Composition based on Mobile Agents

Allali¹,

FARISS²,

Asaidi³

et al. 2021

IJACSA

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show abstract

“…The incidents information included in the IMDB are recorded according to a specific XML representation (ID, Object, Solution, Description...); as shown in fig 2, In the proposed incident matching algorithm-wish is based on our previous work [23] -we are interesting just by the information included in the following tags:…”

Section: Incident Matchmaking Processmentioning

confidence: 99%

Multi agent based incident management system according to ITIL

Latrache

Nfaoui

Boumhidi

2015

2015 Intelligent Systems and Computer Vision (ISCV)

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Various crucial business processes within the enterprise are based on information technology (IT) services and, as consequence, negative IT incidents can interrupt the daily enterprise' activities and cause negative effects such as: a loss of costumers' confidence, loss of productivity and direct financial loss. For that, enterprises look for implementing IT incident management system in order to weaken the negative impact of incidents. However, most of proposed solutions suffer from the complexity of use and integrating, the no-respect of the IT standards and the no-automated incident handling in some phases. In This paper, we propose an ITIL compliant incident management system based on multi-agent technology to overcome the above issues. Also we have enhancing the incidents matchmaking process by a semantic matchmaking algorithm.

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“…1. Finding the requested SWS among several services published in different hosting sites is the principal objective of our approach which is based on our previous work [9]. The main components of this architecture are illustrated in Fig.…”

Section: Agent and Sws Based Approach For Collaboration In E-gov Contextmentioning

confidence: 99%

Semantic Web Services Approach for Collaboration in E-Gov Context

Latrache

Nfaoui

Boumhidi

2015

Service-Oriented Computing - ICSOC 2014 Workshops

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Abstract. The main objective of e-government information systems is to provide integrated, transparent, and efficient services to citizens by exploiting the potential of new information and communication technologies. The current trend in this field is the use of semantic technologies, especially semantic web services (SWS) which enable enriching E-Gov services description with additional semantic information. However, besides making available e-services, a number of gaps must be filled such as services discovery, integration and collaboration. In this paper, we propose a SWS approach to overcome these gaps in government-to-government (G2G) context which is distributed environment.

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A Mobile Agent Based Approach for Automating discover-Compose Process of Semantic Web Services

Cited by 4 publications

References 30 publications

A Hybrid Similarity Measure for Dynamic Service Discovery and Composition based on Mobile Agents

A Hybrid Similarity Measure for Dynamic Service Discovery and Composition based on Mobile Agents

Multi agent based incident management system according to ITIL

Semantic Web Services Approach for Collaboration in E-Gov Context

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A Mobile Agent Based Approach for Automating discover-Compose Process of Semantic Web Services

Cited by 4 publications

References 30 publications

A Hybrid Similarity Measure for Dynamic Service Discovery and Composition based on Mobile Agents

A Hybrid Similarity Measure for Dynamic Service Discovery and Composition based on Mobile Agents

Multi agent based incident management system according to ITIL

Semantic Web Services Approach for Collaboration in E-Gov Context

Contact Info

Product

Resources

About

A Mobile Agent Based Approach for Automating discover-Compose Process of Semantic Web Services