Intro
Preface
Empirical Applications of COINE Technologies
Emergence & Social Metrics
Conceptual Frameworks & Architectures
Organization
Contents
Empirical Applications of COINE Technologies
Norm Conflict Identification Using a Convolutional Neural Network
1 Introduction
2 Norms and Contracts
2.1 Norm Conflicts
3 Deep Learning
3.1 Convolutional Neural Networks
4 Conflict Detection Approach
4.1 Norm Identification
4.2 Norm Conflict Identification
5 Experiments
5.1 Norm Identification Dataset
5.2 Norm Conflict Dataset Annotation

5.3 SVM
5.4 CNN
6 Results
6.1 Sentence Classifier
6.2 Norm Conflict Identifier
7 Related Work
8 Conclusion and Future Work
References
Norm Violation in Online Communities
A Study of Stack Overflow Comments
1 Introduction
2 Background and Related Work
2.1 Norms in Multi-agent Systems
2.2 Mining Norms from Online Social Media Platforms
3 Norm Investigation in Stack Overflow
4 Methodology
5 Results
6 Discussion
7 Conclusion
References
Mining International Political Norms from the GDELT Database
1 Introduction
2 Prior Work

2.1 Analysis of GDELT Data
2.2 Norm Learning
3 Overview of Our Approach
4 Data Pre-processing
5 Baseline Probabilistic Model
6 Normative Model
6.1 Candidate Norms
6.2 Computing Observation Likelihood Ratios
6.3 A State Machine for Our Norm Language
6.4 Observation Likelihood
7 Results
8 Evaluation
9 Conclusions and Future Work
References
Developers' Responses to App Review Feedback
A Study of Communication Norms in App Development
1 Introduction
2 Background and Related Work
2.1 User Reviews and Developer Responses in App Development

2.2 Mining Norms in Normative Multi-agent Systems
3 Norms Investigated
4 Methodology
5 Results
5.1 Domain Specific Response Norms
5.2 Obligation Norms
5.3 Prohibition Norms
6 Discussion
7 Conclusion
References
Emergence and Social Metrics
Convention Emergence in Partially Observable Topologies
1 Introduction
2 Related Work
3 Placement Strategy
3.1 Partial Observability Algorithm
4 Experimental Setup
4.1 Networks
4.2 Experimental Setup
5 Results and Discussion
5.1 PO-Place Output
5.2 Convention Emergence Under Partial Observability

6 Conclusion
References
Improving Confidence in the Estimation of Values and Norms
1 Introduction
2 Values and Norms in the Ultimatum Game
2.1 Scenario: The Ultimatum Game
2.2 Simulated Human Agent (SHA)
2.3 Calibrating the SHA to Humans
3 Estimating Relative Preferences on Values and Norms
3.1 Reducing Ambiguity
4 Results
4.1 Estimation of Values and Norms
4.2 Reducing Ambiguity
5 Discussion
6 Conclusion
References
Should I Tear down This Wall? Optimizing Social Metrics by Evaluating Novel Actions
1 Introduction
2 Related Work