A modern semantic similarity method using multiple resources for enhancing influenza detection

Almuhaimeed, Abdullah; Alhomidi, Mohammed A.; Alenezi, Mohammed N.; Alamoud, Emad; Alqahtani, Saad H.

doi:10.1016/j.eswa.2021.116466

Cited by 2 publications

(2 citation statements)

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“…Abdullah (2022) argued that the accuracy and stability of data predictions can be effectively improved by using historical scenarios in similar situations [60]. In this paper, we suppose that under similar situations, the experts who hold the same idea have an identical pairwise comparison of two factors.…”

Section: The Proposed Methodsmentioning

confidence: 99%

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Identifying Critical Success Factors of an Emergency Information Response System Based on the Similar-DEMATEL Method

Jin,

Zhang

2023

Sustainability

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An emergency information response system (EIRS) is a system that utilizes various intelligence technologies to effectively handle various emergencies and provide decision support for decision-makers. As critical success factors (CSFs) in EIRS play a vital role in emergency management, it is necessary to study the CSFs of EIRS. Most previous studies applied the Decision Experiment and Decision-Making Trial and Evaluation Laboratory (DEMATEL) method with complete evaluation information to identify CSFs. Due to the complexity of the decision-making environment when identifying CSFs of EIRS, decision-makers sometimes cannot provide complete evaluation information during the decision-making process. To fill this gap, this paper provided a Similar-DEMATEL method to impute the missing values and identify CSFs of EIRS, which may avoid the dilemma of decision distortion and make decision-making results more accurate. It is found that the factors of Information mining capability, Equipment support capability, Monitoring and early warning capability, and Organization participation capability are the CSFs in EIRS. Our proposed method differs from previous research, such as the mean imputation method, to impute the missing values. We compared the differences between the proposed method and the mean imputation method and gave the advantages of the proposed method. Our method focuses more on uncertain decision-making environments, which is conducive to improving the efficiency of EIRS in emergency management, and therefore it is more widely adopted.

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Section: The Proposed Methodsmentioning

confidence: 99%

“…Step 3: Introduce the similarity degree of literature [60,62], the similarity degree of H i for expert E k against expert E r is,…”

Section: The Proposed Methodsmentioning

confidence: 99%

Identifying Critical Success Factors of an Emergency Information Response System Based on the Similar-DEMATEL Method

Jin,

Zhang

2023

Sustainability

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Improving semantic similarity computation via subgraph feature fusion based on semantic awareness

Deng,

Bai,

et al. 2024

Engineering Applications of Artificial Intelligence

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A modern semantic similarity method using multiple resources for enhancing influenza detection

Cited by 2 publications

References 20 publications

Identifying Critical Success Factors of an Emergency Information Response System Based on the Similar-DEMATEL Method

Identifying Critical Success Factors of an Emergency Information Response System Based on the Similar-DEMATEL Method

Improving semantic similarity computation via subgraph feature fusion based on semantic awareness

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