ISBN:
9783030217419
Language:
English
Pages:
1 online resource (304 pages)
Series Statement:
Lecture Notes in Computer Science Ser. v.11549
Parallel Title:
Erscheint auch als
DDC:
302.23099999999999
Keywords:
Online social networks-Psychological aspects-Congresses
;
Electronic books
Abstract:
Intro -- Preface -- Organization -- Contents -- Analyzing the Dabiq Magazine: The Language and the Propaganda Structure of ISIS -- Abstract -- 1 Introduction -- 2 Background -- 2.1 Before ISIS, There Is Al Qaeda -- 2.2 The Islamic State and Dabiq Magazine -- 3 Methodology -- 4 Results and Discussion -- 5 Conclusion -- References -- Characterizing Organizational Micro-climates in Structural Groups -- Abstract -- 1 Introduction -- 2 Organizational Climate Research and Identifying Climate Within Groups -- 3 Data -- 4 Method -- 4.1 Louvain Trees to Identify Groups of Interest -- 4.2 Using Text to Find and Characterize Micro-climates -- 5 Results -- 5.1 Structural Analysis -- 5.2 The Impact of Categorical Dominance on Micro-climates -- 6 Conclusion -- References -- Pro/Con: Neural Detection of Stance in Argumentative Opinions -- Abstract -- 1 Introduction -- 2 Related Works -- 3 Dataset -- 4 Model -- 4.1 Parallel LM Units -- 4.2 Fusion and Classification -- 5 Evaluation -- 6 Results and Analysis -- 6.1 Effect of Max-pooling -- 6.2 Effect of Pre-trained LM -- 6.3 Sentiment Analysis -- 7 Conclusion -- Acknowledgement -- References -- Modeling Gender Inequity in Household Decision-Making -- 1 Introduction -- 2 Intra-household Bargaining -- 2.1 Portfolios and Payoffs -- 3 External Interactions -- 3.1 An Example -- 4 Future Work -- References -- Bot Detection: Will Focusing on Recall Cause Overall Performance Deterioration? -- 1 Introduction -- 2 Supervised Bot Detection Methods -- 3 Data for Supervised Bot Detection -- 3.1 Datasets -- 3.2 Feature Extraction -- 4 A Recall-Focused Approach - REFOCUS -- 4.1 Searching for a Trade-Off: Selecting -- 5 Experiments -- 5.1 Searching for the Right -- 5.2 Testing the Overall Performance -- 6 Conclusion and Future Directions -- References -- A Quantitative Portrait of Legislative Change in Ukraine -- Abstract.
Note:
Description based on publisher supplied metadata and other sources
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