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View article: Classification of Multi-Value Chain Business Data Resources Based on Semantic Association
Classification of Multi-Value Chain Business Data Resources Based on Semantic Association Open
Focusing on the classification of business data resources within a unified business semantic environment is an important method to simplify the data environment and a crucial approach to studying data intelligence. A multi-value chain data…
View article: Optimal Selection Technology of Business Data Resources for Multi-Value Chain Data Space—Optimizing Future Data Management Methods
Optimal Selection Technology of Business Data Resources for Multi-Value Chain Data Space—Optimizing Future Data Management Methods Open
In the field of industrial big data, the key issue in discovering data value lies not in overcoming the bottlenecks formed by analysis methods and data mining algorithms but in the difficulty of providing data element resources that meet b…
View article: A Survey of Consortium Blockchain and Its Applications
A Survey of Consortium Blockchain and Its Applications Open
Blockchain is a revolutionary technology that has reshaped the trust model among mutually distrustful peers in a distributed network. While blockchain is well-known for its initial usage in a public manner, such as the cryptocurrency of Bi…
View article: Convergence of polarized self-attention with consistent rank Chinese text classification
Convergence of polarized self-attention with consistent rank Chinese text classification Open
Utilizing the powerful feature extraction capabilities of deep learning, a text classification algorithm with multi-dimensional and high-domain adaptability is designed in this study. This method enhances the models understanding of topics…
View article: Improving Knowledge Base Updates with CAIA: A Method Utilizing Capsule Network and Attentive Intratriplet Association Features
Improving Knowledge Base Updates with CAIA: A Method Utilizing Capsule Network and Attentive Intratriplet Association Features Open
The ongoing and effective application of the knowledge base hinges on the dynamic updating of the knowledge base, which, in turn, depends on the accurate verification of triplets. Current methods struggle to manage unknown new entities and…
View article: Tenant-Centric Attribute Semantic Access Control Policy Model for the Cloud Service Platform
Tenant-Centric Attribute Semantic Access Control Policy Model for the Cloud Service Platform Open
In the open Internet environment, there is a cross-platform access control problem that when a tenant needs to access the business resources of other collaborative platforms through the cloud service platform, the cloud service platform on…
View article: Multiparty Dynamic Data Integration Scheme of Industrial Chain Collaboration Platform in Mobile Computing Environment
Multiparty Dynamic Data Integration Scheme of Industrial Chain Collaboration Platform in Mobile Computing Environment Open
At present, there are still many problems to be solved in the information interaction between internal platforms of different enterprises and third‐party platform, especially the data integration problem between them, specifically mentioni…
View article: A Bi-directional Fuzzy C-Means Clustering Ensemble Algorithm Considering Local Information
A Bi-directional Fuzzy C-Means Clustering Ensemble Algorithm Considering Local Information Open
The classic Fuzzy C-means (FCM) algorithm has limited clustering performance and is prone to misclassification of border points. This study offers a bi-directional FCM clustering ensemble approach that takes local information into account …
View article: Effective Density Peaks Clustering Algorithm Based on the Layered K-Nearest Neighbors and Subcluster Merging
Effective Density Peaks Clustering Algorithm Based on the Layered K-Nearest Neighbors and Subcluster Merging Open
Density peaks clustering (DPC) algorithm is a novel density-based clustering algorithm, which is simple and efficient, is not necessary to specify the number of clusters in advance, and can find any nonspherical class clusters. However, DP…