Create soaa.js

Author: KOSASIH

src/tokens/soaa.js

@@ -0,0 +1,94 @@
+// src/tokens/soaa.js - Self-Optimizing Adoption Accelerator Module
+
+import axios from 'axios'; // For making API requests
+import { MachineLearningModel } from './mlModel'; // Import a mock ML model
+
+class SelfOptimizingAdoptionAccelerator {
+    constructor() {
+        this.userData = {};
+        this.educationMaterials = [];
+        this.satelliteNodes = [];
+        this.mlModel = new MachineLearningModel(); // Initialize the ML model
+    }
+
+    // Method to initialize the SOAA
+    async initialize() {
+        try {
+            await this.loadEducationMaterials();
+            await this.loadUser Data();
+            this.optimizeUser Experience();
+            this.distributeSatelliteNodes();
+        } catch (error) {
+            console.error('Initialization error:', error);
+        }
+    }
+
+    // Load educational materials from an external API
+    async loadEducationMaterials() {
+        try {
+            const response = await axios.get('https://api.example.com/education-materials');
+            this.educationMaterials = response.data;
+        } catch (error) {
+            console.error('Error loading educational materials:', error);
+            this.educationMaterials = this.getFallbackMaterials(); // Fallback materials
+        }
+    }
+
+    // Load user data for personalization from an external API
+    async loadUser Data() {
+        try {
+            const response = await axios.get('https://api.example.com/user-data');
+            this.userData = response.data;
+        } catch (error) {
+            console.error('Error loading user data:', error);
+            this.userData = this.getFallbackUser Data(); // Fallback user data
+        }
+    }
+
+    // Optimize user experience based on data
+    optimizeUser Experience() {
+        const preferredMaterials = this.educationMaterials.filter(material =>
+            this.userData.preferences.preferredTopics.includes(material.title)
+        );
+        this.displayEducationalContent(preferredMaterials);
+    }
+
+    // Display educational content to the user
+    displayEducationalContent(materials) {
+        materials.forEach(material => {
+            console.log(`Title: ${material.title}`);
+            console.log(`Content: ${material.content}`);
+            // Here you could integrate a UI framework to display content interactively
+        });
+    }
+
+    // Method to distribute satellite nodes intelligently
+    distributeSatelliteNodes() {
+        const optimalLocations = this.mlModel.predictOptimalLocations(this.educationMaterials);
+        this.satelliteNodes = optimalLocations.map(location => ({
+            location,
+            status: 'active', // Set status based on some criteria
+        }));
+        console.log('Distributed satellite nodes:', this.satelliteNodes);
+    }
+
+    // Fallback educational materials
+    getFallbackMaterials() {
+        return [
+            { id: 1, title: 'Introduction to GTC/GU', content: 'Fallback content for GTC/GU.' },
+            { id: 2, title: 'Benefits of GTC/GU', content: 'Fallback content for benefits.' },
+        ];
+    }
+
+    // Fallback user data
+    getFallbackUser Data() {
+        return {
+            preferences: {
+                preferredTopics: ['GTC', 'GU'],
+                interactionHistory: [],
+            },
+        };
+    }
+}
+
+export default SelfOptimizingAdoptionAccelerator;