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9. The Uses of Norms.

Author

Munindar P. Singh, Matthew Arrott, Tina Balke, Amit K. Chopra, Rob Christiaanse, Stephen Cranefield, Frank Dignum, Davide Eynard, Emilia Farcas, Nicoletta Fornara, Fabien Gandon, Guido Governatori, Hoa Khanh Dam, Joris Hulstijn, Ingolf Krüger, Ho-Pun Lam, Michael Meisinger, Pablo Noriega, Bastin Tony Roy Savarimuthu, Kartik Tadanki, Harko Verhagen, and Serena Villata

Published
2013
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13. Quality 4.0: Data Quality and Integrity: A Computational Approach

Author

Rob, Christiaanse

Abstract

The use of modern techniques, such as IOT, AI, and machine learning, revolutionized the idea of quality and quality control. Auditors face a tidal wave of data. One of the key challenges is how to determine the quality of the data, systems and processes produce. We propose a computational model to learn the inherent uncertainty to data integrity subsumed in the claims actually done by stakeholders within and outside the organization. The decision procedure combines two strong forms of obtaining audit evidence. These two forms are external conformation and re-performance. The procedure fits in the current modern computational idea data-driven assurance, which is consistent with quality 4.0 concepts in quality control and quality audit practices.

Published
2022
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16. Information exchange in global logistics chains: An application for model-based auditing

Author

Veenstra, A. W., Hulstijn, J., Rob Christiaanse, and Tan, Y. -H

Subjects
supply chain visibility, gloval logistics, computational auditing
Abstract

An integrated data pipeline has been proposed to meet requirements for visibility, supervision and control in global supply chains. How can data integration be used for risk assessment, monitoring and control in global supply chains? We argue that concepts from model-based auditing can be used to model the ‘ideal’ flow of money and goods, and by identifying deficiencies, to determine possible risks concerning safety and regulatory compliance. In particular, we propose to use the ‘value-cycle model’ for describing economic transactions, and connect the expected economic status transitions to the physical flow of goods. The model will be illustrated by a case study of the trade lane of a retail organization trading between China and United Kingdom.

Published
2013

17. The Uses of Norms

Author

Munindar P. Singh and Matthew Arrott and Tina Balke and Amit K. Chopra and Rob Christiaanse and Stephen Cranefield and Frank Dignum and Davide Eynard and Emilia Farcas and Nicoletta Fornara and Fabien Gandon and Guido Governatori and Hoa Khanh Dam and Joris Hulstijn and Ingolf Krueger and Ho-Pun Lam and Michael Meisinger and Pablo Noriega and Bastin Tony Roy Savarimuthu and Kartik Tadanki and Harko Verhagen and Serena Villata, Singh, Munindar P., Arrott, Matthew, Balke, Tina, Chopra, Amit K., Christiaanse, Rob, Cranefield, Stephen, Dignum, Frank, Eynard, Davide, Farcas, Emilia, Fornara, Nicoletta, Gandon, Fabien, Governatori, Guido, Khanh Dam, Hoa, Hulstijn, Joris, Krueger, Ingolf, Lam, Ho-Pun, Meisinger, Michael, Noriega, Pablo, Savarimuthu, Bastin Tony Roy, Tadanki, Kartik, Verhagen, Harko, Villata, Serena, Munindar P. Singh and Matthew Arrott and Tina Balke and Amit K. Chopra and Rob Christiaanse and Stephen Cranefield and Frank Dignum and Davide Eynard and Emilia Farcas and Nicoletta Fornara and Fabien Gandon and Guido Governatori and Hoa Khanh Dam and Joris Hulstijn and Ingolf Krueger and Ho-Pun Lam and Michael Meisinger and Pablo Noriega and Bastin Tony Roy Savarimuthu and Kartik Tadanki and Harko Verhagen and Serena Villata, Singh, Munindar P., Arrott, Matthew, Balke, Tina, Chopra, Amit K., Christiaanse, Rob, Cranefield, Stephen, Dignum, Frank, Eynard, Davide, Farcas, Emilia, Fornara, Nicoletta, Gandon, Fabien, Governatori, Guido, Khanh Dam, Hoa, Hulstijn, Joris, Krueger, Ingolf, Lam, Ho-Pun, Meisinger, Michael, Noriega, Pablo, Savarimuthu, Bastin Tony Roy, Tadanki, Kartik, Verhagen, Harko, and Villata, Serena

Abstract

This chapter presents a variety of applications of norms. These applications include governance in sociotechnical systems, data licensing and data collection, understanding software development teams, requirements engineering, assurance, natural resource allocation, wireless grids, autonomous vehicles, serious games, and virtual worlds.

Published
2013
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