Improving detection of web service antipatterns using crowdsourcing

Esmaeilyfard, Rasool

doi:10.1007/s11227-021-04134-3

Cited by 3 publications

(3 citation statements)

References 26 publications

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“…Moreover, another study proposes four steps to task flow from the beginning of constructing the task until the aggregation of the results, and this solution is evaluated in two ways. Also, the crowdsourcing platforms have the advantage of incorporating and implementing proposed approaches [20].…”

Section: A Software Managementmentioning

confidence: 99%

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A Review of Trending Crowdsourcing Topics in Software Engineering Highlighting Mobile Crowdsourcing and AI Utilization

Alghasham¹,

Alzakan²,

Al-Hagery³

2023

IJACSA

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Today's modern technologies and requirements make the utilization of crowdsourcing more viable and applicable. It is one of the problem-solving models that can be used in various domains to reduce costs and time. It is also an excellent way to find new and different ideas and solutions. This paper studies the use of crowdsourcing in software engineering and reveals adequate details to highlight its significance. A few recent literature reviews have been published to address specific topics or study general attributes of papers in crowdsourced software engineering. This paper, however, explores all recent publications related to software and crowdsourcing to find the trends and highlight mobile and AI usage in software crowdsourcing. The findings of this paper show that most research papers are in the areas of software management and software verification and validation. The results also reveal that machine learning and data mining techniques are predominant in software management crowdsourcing and software verification and validation. Furthermore, this study shows that the methods and techniques used in general crowdsourcing apply to mobile crowdsourcing except in mobile testing, where there is a need for clustering and prioritization of test reports.

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Section: A Software Managementmentioning

confidence: 99%

“…One way to mitigate these issues is to use crowdsourcing. The authors of [20] suggest that instead of using automated or manual anti-pattern detection methods, which consume time and lack certainty, the use of crowdsourcing and propose four steps for task flow.…”

Section: Software Developmentmentioning

confidence: 99%

A Review of Trending Crowdsourcing Topics in Software Engineering Highlighting Mobile Crowdsourcing and AI Utilization

Alghasham¹,

Alzakan²,

Al-Hagery³

2023

IJACSA

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“…The goal of integration is to automate information transfer and eliminate manual processes. Integration of business applications has been technically facilitated with service-oriented architectures and technologies such as web services [1,2], referred to as service in the following.…”

Section: Introductionmentioning

confidence: 99%

An incentive mechanism for integration of business applications between organizations

Esmaeilyfard

Salehi

2023

RAIRO-Oper. Res.

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Extending services and operations of organizations in the field of e-business or e-government sometimes requires the integration of business applications. However, sometimes due to challenges and risks, such as complex business processes reengineering, upstream organizations are reluctant to integrate their applications. This paper focuses on two critical questions; (1) How can organizations be encouraged to participate in integrating their business applications? (2) What is the amount of incentives required? In this study, cooperative game theory and the externalities of these systems have been considered to form a stable coalition between organizations for integrating their business applications. We provided an algorithm for determining the incentives to integrate the business applications with other organizations in this coalition. These incentives can be extended to various management issues for better decision-making such as economic aspects, public subsidies, and public participation. The results of experiments have shown that creating a coalition based on this strategy is always possible, and the benefits of organizations in the coalition rise with increasing service delivery in business applications.

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CTWS: A Crowd-Powered Framework for Scheduling Decomposable Complex-Tasks

Kumar,

Pandey

2024

Preprint

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A crowdsourcing framework involves a pool of workers competing to solve a distributed task posted by a requester on a crowdsourcing platform. Each worker divides a decomposable task (i.e., a complex distributed task) into multiple subtasks, considering their uniqueness, and shares such decomposition with the platform. It is challenging for a requester to map an optimal worker set with a decomposable task, ensuring a cost-effective solution. We present the Complex-Task Worker-Set (CTWS) method to address this challenge. The algorithm optimizes the solution cost of a decomposable task and reduces the computation time of selecting different workers. This paper discusses a model integrated with CTWS of a crowdsourcing environment where workers and requester(s) work together through the crowdsourcing platform. We use an aging technique, which plays a crucial role in tie-break when an ambiguity arises to select the best path among a set of solution paths. Thereafter, the optimized solution is provided to the requesters based on the requester's constraints and requirements. The results confirm the effectiveness of the CTWS against the state-of-the-art.

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Improving detection of web service antipatterns using crowdsourcing

Cited by 3 publications

References 26 publications

A Review of Trending Crowdsourcing Topics in Software Engineering Highlighting Mobile Crowdsourcing and AI Utilization

A Review of Trending Crowdsourcing Topics in Software Engineering Highlighting Mobile Crowdsourcing and AI Utilization

An incentive mechanism for integration of business applications between organizations

CTWS: A Crowd-Powered Framework for Scheduling Decomposable Complex-Tasks

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