| Description |
1 online resource (189 pages) |
| Series |
Lecture notes in computer science ; 12298 |
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Lecture notes in artificial intelligence |
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LNCS sublibrary, SL 7, Artificial intelligence |
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Lecture notes in computer science ; 12298.
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Lecture notes in computer science. Lecture notes in artificial intelligence.
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LNCS sublibrary. SL 7, Artificial intelligence.
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| Contents |
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 |
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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 |
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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 |
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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 |
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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 |
| Summary |
This book constitutes the thoroughly refereed post-conference proceedings of the International Workshop on Coordination, Organizations, Institutions, and Norms for Governance of Multi-Agent Systems, COIN 2017, co-located with AAMAS 2017, and the International Workshop on Coordination, Organizations, Institutions, Norms and Ethics for Governance of Multi-Agent Systems, COINE 2020, co-located with AAMAS 2020. The COIN 2017 workshop was held in Sao Paulo, Brazil, in May 2017 and the COINE 2020 workshop was held virtually, in May 2020. The 9 full papers and 1 short paper were carefully reviewed and selected from a total of 20 submissions for inclusion in this volume and cover the following topics: empirical applications of COINE technologies; emergence and social metrics; and conceptual frameworks and architectures |
| Notes |
3 Method and Experimental Set-Up |
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Includes author index |
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Print version record |
| Subject |
Multiagent systems -- Congresses
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Multiagent systems
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Tubella, Andrea Aler
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Cranefield, Stephen.
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Frantz, Christopher
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Meneguzzi, Felipe.
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Vasconcelos, Wamberto.
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COIN@AAMAS (Workshop) (2020 : Online)
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| ISBN |
9783030723767 |
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3030723763 |
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