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The constructed directed graph using different SNA tools.

The constructed directed graph using different SNA tools.

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Figure 2. The proposed NL-based OM model.
Figure 3. The constructed directed graph using different SNA tools.
Figure 4. The training and scoring processes of the constructed ANN.
Figure 5. Correlation between users' scores and their tweets reactions.
+5 Figure 6. (a) A training performance of 9.6461 with 100 Samples, (b) a...
Quantifying Opinion Strength: A Neutrosophic Inference System for Smart Sentiment Analysis of Social Media Network
Article
Full-text available
  • Jul 2022
The contemporary speed at which opinions move on social media makes them an undeniable force in the field of opinion mining (OM). This may cause the OM challenge to become more social than technical. This is when the process can determinately represent everyone to the degree they are worth. Nevertheless, considering perspectivism can result in opin...

Contexts in source publication

Context 1
... G is the social network graphically represented, as shown in Figure 3. V is the set of nodes representing users in the OSN: V = {u 1 , u 2 , u 3 , . . . ...
Context 2
... with the other tools, it was found to be the best in terms of visualization, scalability, and ease of use. Figure 3 shows the different representations of our directed graph using the three mentioned SNA software tools. As illustrated in Figure 3, we can easily identify bridges and popular users in Graphistry and Cytoscape while nothing can be identified using UCINET. ...
Context 3
... with the other tools, it was found to be the best in terms of visualization, scalability, and ease of use. Figure 3 shows the different representations of our directed graph using the three mentioned SNA software tools. As illustrated in Figure 3, we can easily identify bridges and popular users in Graphistry and Cytoscape while nothing can be identified using UCINET. Nodes in Graphistry are represented with large circle sizes with a large degree of centrality measures. ...
Context 4
... with the other tools, it was found to be the best in terms of visualization, scalability, and ease of use. Figure 3 shows the different representations of our directed graph using the three mentioned SNA software tools. As illustrated in Figure 3, we can easily identify bridges and popular users in Graphistry and Cytoscape while nothing can be identified using UCINET. ...
Context 5
... with the other tools, it was found to be the best in terms of visualization, scalability, and ease of use. Figure 3 shows the different representations of our directed graph using the three mentioned SNA software tools. As illustrated in Figure 3, we can easily identify bridges and popular users in Graphistry and Cytoscape while nothing can be identified using UCINET. Nodes in Graphistry are represented with large circle sizes with a large degree of centrality measures. ...