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Introduction Destination: 1 Children: Item: Title: 1.1. Use of GDELT in other Fields Destination: 1 Item: Title: 1.2. Detecting and Monitoring Social and Political Events Destination: 1 Item: Title: 1.3. Research Aim and Objectives Destination: 1 Item: Title: 2. Literature Review Destination: 1 Children: Item: Title: 2.1. Introduction Destination: 1 Item: Title: 2.2. Uncertainty and Complexity in AI Models Destination: 1 Item: Title: 2.3. Deep Learning Models Destination: 1 Children: Item: Title: 2.3.1. Challenges and Limitations Destination: 1 Item: Title: 2.3.2. Bayesian Deep Learning Destination: 1 Item: Title: 2.4. Country Instability Prediction Based on GDELT and Related Data with Neural Networks and Bayesian Theory Destination: 1 Item: Title: 2.5. Limitations of GDELT Data Destination: 1 Item: Title: 2.6. Ethics and Human Computer Interaction AI Issues Destination: 1 Item: Title: 3. Experiment Preparation and Design Destination: 1 Children: Item: Title: 3.1. Introduction Destination: 1 Item: Title: 3.2. GDELT event database Destination: 1 Item: Title: 3.3. Background study Destination: 1 Item: Title: 3.4. Dataset Destination: 1 Item: Title: 3.5. Data pre-processing Destination: 1 Item: Title: 3.6. Feature engineering Destination: 1 Item: Title: 3.7. Labelling Destination: 1 Item: Title: 3.8. Classification Destination: 1 Item: Title: 4. Implementation and Results Destination: 1 Children: Item: Title: 4.1. Dynamics of Social Unrest Destination: 1 Item: Title: 4.2. Moderation Analyses to Better Understand Which Populations of Youth Drive the Results Destination: 1 Item: Title: 4.3. Current Event Coding Projects Destination: 1 Item: Title: 4.4. An Interpretation of GDELT Sources Destination: 1 Children: Item: Title: 4.4.1. Event Deduplication Destination: 1 Item: Title: 4.4.2. Reliability Destination: 1 Item: Title: 4.4.3. Validity Destination: 1 Item: Title: 4.4.4. Information Gain Destination: 1 Item: Title: 4.4.5. Gain Ratio Destination: 1 Item: Title: 4.4.6. Gini Index Destination: 1 Item: Title: 4.5. Unrest Modelling and Prediction Destination: 1 Children: Item: Title: 4.5.1. Feature Selection Destination: 1 Item: Title: 4.5.2. Training & Testing Destination: 1 Item: Title: 4.5.3. Performance Metric Destination: 1 Item: Title: 4.5.4. Comparison of the Different Classifier Performance Destination: 1 Item: Title: 5. Conclusions Destination: 1 Item: Title: 6. References Destination: 1 Info: Author: Heidland, Tobias Creator: Microsoft® Word 2016 Producer: www.ilovepdf.com CreationDate: Mon Feb 28 11:14:49 CET 2022 ModDate: Mon Feb 28 11:14:50 CET 2022 ID: 0x5651d714ba3f0b6298482249e114c24b, 0x3012651140216f7a11014e711c245111 Filters: FilterPipeline: FlateDecode FilterPipeline: DCTDecode Images: Image: NisoImageMetadata: FormatName: image/jpg CompressionScheme: JPEG ImageWidth: 169 ImageHeight: 113 ColorSpace: RGB BitsPerSample: 8 BitsPerSampleUnit: integer Interpolate: true Image: NisoImageMetadata: FormatName: image/png ImageWidth: 616 ImageHeight: 218 ColorSpace: RGB BitsPerSample: 8 BitsPerSampleUnit: integer Filter: FlateDecode Interpolate: false Image: NisoImageMetadata: FormatName: image/jpg CompressionScheme: JPEG ImageWidth: 331 ImageHeight: 69 ColorSpace: RGB BitsPerSample: 8 BitsPerSampleUnit: integer Interpolate: true Image: NisoImageMetadata: FormatName: image/jpg CompressionScheme: JPEG ImageWidth: 331 ImageHeight: 69 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