Ontology Epistemology And Teleology For Modeling And Simulation

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Ontology, Epistemology, and Teleology for Modeling and Simulation

Andreas Tolk
Ontology Epistemology and Teleology for Modeling and Simulation Book PDF

Author : Andreas Tolk
Publisher : Springer Science & Business Media
Page : 379 pages
File Size : 49,8 Mb
Release : 2012-08-10
Category : Technology & Engineering
ISBN : 9783642311406

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Ontology, Epistemology, and Teleology for Modeling and Simulation by Andreas Tolk Pdf

In this book, internationally recognized experts in philosophy of science, computer science, and modeling and simulation are contributing to the discussion on how ontology, epistemology, and teleology will contribute to enable the next generation of intelligent modeling and simulation applications. It is well understood that a simulation can provide the technical means to display the behavior of a system over time, including following observed trends to predict future possible states, but how reliable and trustworthy are such predictions? The questions about what we can know (ontology), how we gain new knowledge (epistemology), and what we do with this knowledge (teleology) are therefore illuminated from these very different perspectives, as each experts uses a different facet to look at these challenges. The result of bringing these perspectives into one book is a challenging compendium that gives room for a spectrum of challenges: from general philosophy questions, such as can we use modeling and simulation and other computational means at all to discover new knowledge, down to computational methods to improve semantic interoperability between systems or methods addressing how to apply the recent insights of service oriented approaches to support distributed artificial intelligence. As such, this book has been compiled as an entry point to new domains for students, scholars, and practitioners and to raise the curiosity in them to learn more to fully address the topics of ontology, epistemology, and teleology from philosophical, computational, and conceptual viewpoints.

The Profession of Modeling and Simulation

Andreas Tolk,Tuncer Ören
The Profession of Modeling and Simulation Book PDF

Author : Andreas Tolk,Tuncer Ören
Publisher : John Wiley & Sons
Page : 432 pages
File Size : 42,9 Mb
Release : 2017-07-03
Category : Technology & Engineering
ISBN : 9781119288107

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The Profession of Modeling and Simulation by Andreas Tolk,Tuncer Ören Pdf

The definite guide to the theory, knowledge, technical expertise, and ethical considerations that define the M&S profession From traffic control to disaster management, supply chain analysis to military logistics, healthcare management to new drug discovery, modeling and simulation (M&S) has become an essential tool for solving countless real-world problems. M&S professionals are now indispensable to how things get done across virtually every aspect of modern life. This makes it all the more surprising that, until now, no effort has been made to systematically codify the core theory, knowledge, and technical expertise needed to succeed as an M&S professional. This book brings together contributions from experts at the leading edge of the modeling and simulation profession, worldwide, who share their priceless insights into issues which are fundamental to professional success and career development in this critically important field. Running as a common thread throughout the book is an emphasis on several key aspects of the profession, including the essential body of knowledge underlying the M&S profession; the technical discipline of M&S; the ethical standards that should guide professional conduct; and the economic and commercial challenges today’s M&S professionals face. • Demonstrates applications of M&S tools and techniques in a variety of fields—such as engineering, operations research, and cyber environments—with over 500 types of simulations • Highlights professional and academic aspects of the field, including preferred programming languages, professional academic and certification programs, and key international societies • Shows why M&S professionals must be fully versed in the theory, concepts, and tools needed to address the challenges of cyber environments The Profession of Modeling and Simulation is a valuable resource for M&S practitioners, developers, and researchers working in industry and government. Simulation professionals, including administrators, managers, technologists, faculty members, and scholars within the physical sciences, life sciences, and engineering fields will find it highly useful, as will students planning to pursue a career in the M&S profession. “ …nearly three dozen experts in Modeling and Simulation (M&S) come together to make a compelling case for the recognition of M&S as a profession… Important reading for anyone seeking to elevate the standing of this vital field.” Alfred (Al) Grasso, President & CEO, The MITRE Corporation Andreas Tolk, PhD, is Technology Integrator for the Modeling, Simulation, Experimentation, and Analytics Division of The MITRE Corporation, an adjunct professor in the Department of Engineering Management and Systems Engineering and the Department for Modeling, Simulation, and Visualization Engineering at Old Dominion University, and an SCS fellow. Tuncer Ören, PhD, is Professor Emeritus of Computer Science at the University of Ottawa. He is an SCS fellow and an inductee to SCS Modeling and Simulation Hall of Fame. His research interests include advancing methodologies, ethics, body of knowledge, and terminology of modeling and simulation.

Concepts and Methodologies for Modeling and Simulation

Levent Yilmaz
Concepts and Methodologies for Modeling and Simulation Book PDF

Author : Levent Yilmaz
Publisher : Springer
Page : 352 pages
File Size : 43,9 Mb
Release : 2015-04-08
Category : Computers
ISBN : 9783319150963

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Concepts and Methodologies for Modeling and Simulation by Levent Yilmaz Pdf

This comprehensive text presents cutting-edge advances in the theory and methodology of modeling and simulation (M&S) and reveals how this work has been influenced by the fundamental contributions of Prof. Tuncer Ören to this field. Exploring the synergies among the domains of M&S and systems engineering (SE), the book describes how M&S and SE can help to address the complex problems identified as “Grand Challenges” more effectively under a model-driven and simulation-directed systems engineering framework. Features: examines frameworks for the development of advanced simulation methodologies; presents a focus on advanced modeling methodologies; reviews the reliability and quality assurance of models; discusses the specification and simulation of human and social behavior, including models of personality, emotions, conflict management, perception and anticipation; provides a survey of the body of knowledge in M&S; highlights the foundations established by the pioneering work of Prof. Tuncer Ören.

Handbook of Model-Based Systems Engineering

Azad M. Madni,Norman Augustine,Michael Sievers
Handbook of Model Based Systems Engineering Book PDF

Author : Azad M. Madni,Norman Augustine,Michael Sievers
Publisher : Springer Nature
Page : 1362 pages
File Size : 42,8 Mb
Release : 2023-07-25
Category : Technology & Engineering
ISBN : 9783030935825

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Handbook of Model-Based Systems Engineering by Azad M. Madni,Norman Augustine,Michael Sievers Pdf

This handbook brings together diverse domains and technical competences of Model Based Systems Engineering (MBSE) into a single, comprehensive publication. It is intended for researchers, practitioners, and students/educators who require a wide-ranging and authoritative reference on MBSE with a multidisciplinary, global perspective. It is also meant for those who want to develop a sound understanding of the practice of systems engineering and MBSE, and/or who wish to teach both introductory and advanced graduate courses in systems engineering. It is specifically focused on individuals who want to understand what MBSE is, the deficiencies in current practice that MBSE overcomes, where and how it has been successfully applied, its benefits and payoffs, and how it is being deployed in different industries and across multiple applications. MBSE engineering practitioners and educators with expertise in different domains have contributed chapters that address various uses of MBSE and related technologies such as simulation and digital twin in the systems lifecycle. The introductory chapter reviews the current state of practice, discusses the genesis of MBSE and makes the business case. Subsequent chapters present the role of ontologies and meta-models in capturing system interdependencies, reasoning about system behavior with design and operational constraints; the use of formal modeling in system (model) verification and validation; ontology-enabled integration of systems and system-of-systems; digital twin-enabled model-based testing; system model design synthesis; model-based tradespace exploration; design for reuse; human-system integration; and role of simulation and Internet-of-Things (IoT) within MBSE.

Modeling and Simulation-Based Systems Engineering Handbook

Daniele Gianni,Andrea D'Ambrogio,Andreas Tolk
Modeling and Simulation Based Systems Engineering Handbook Book PDF

Author : Daniele Gianni,Andrea D'Ambrogio,Andreas Tolk
Publisher : CRC Press
Page : 513 pages
File Size : 42,8 Mb
Release : 2018-10-09
Category : Technology & Engineering
ISBN : 9781466571464

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Modeling and Simulation-Based Systems Engineering Handbook by Daniele Gianni,Andrea D'Ambrogio,Andreas Tolk Pdf

The capability modeling and simulation (M&S) supplies for managing systems complexity and investigating systems behaviors has made it a central activity in the development of new and existing systems. However, a handbook that provides established M&S practices has not been available. Until now. Modeling and Simulation-Based Systems Engineering Handbook details the M&S practices for supporting systems engineering in diverse domains. It discusses how you can identify systems engineering needs and adapt these practices to suit specific application domains, thus avoiding redefining practices from scratch. Although M&S practices are used and embedded within individual disciplines, they are often developed in isolation. However, they address recurring problems common to all disciplines. The editors of this book tackled the challenge by recruiting key representatives from several communities, harmonizing the different perspectives derived from individual backgrounds, and lining them up with the book’s vision. The result is a collection of M&S systems engineering examples that offer an initial means for cross-domain capitalization of the knowledge, methodologies, and technologies developed in several communities. These examples provide the pros and cons of the methods and techniques available, lessons learned, and pitfalls to avoid. As our society moves further in the information era, knowledge and M&S capabilities become key enablers for the engineering of complex systems and systems of systems. Therefore, knowledge and M&S methodologies and technologies become valuable output in an engineering activity, and their cross-domain capitalization is key to further advance the future practices in systems engineering. This book collates information across disciplines to provide you with the tools to more efficiently design and manage complex systems that achieve their goals.

Pathways Between Social Science and Computational Social Science

Tamás Rudas,Gábor Péli
Pathways Between Social Science and Computational Social Science Book PDF

Author : Tamás Rudas,Gábor Péli
Publisher : Springer Nature
Page : 284 pages
File Size : 49,8 Mb
Release : 2021-01-22
Category : Social Science
ISBN : 9783030549367

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Pathways Between Social Science and Computational Social Science by Tamás Rudas,Gábor Péli Pdf

This volume shows that the emergence of computational social science (CSS) is an endogenous response to problems from within the social sciences and not exogeneous. The three parts of the volume address various pathways along which CSS has been developing from and interacting with existing research frameworks. The first part exemplifies how new theoretical models and approaches on which CSS research is based arise from theories of social science. The second part is about methodological advances facilitated by CSS-related techniques. The third part illustrates the contribution of CSS to traditional social science topics, further attesting to the embedded nature of CSS. The expected readership of the volume includes researchers with a traditional social science background who wish to approach CSS, experts in CSS looking for substantive links to more traditional social science theories, methods and topics, and finally, students working in both fields.

Simulation and Modeling Methodologies, Technologies and Applications

Mohammad S. Obaidat,Joaquim Filipe,Janusz Kacprzyk,Nuno Pina
Simulation and Modeling Methodologies Technologies and Applications Book PDF

Author : Mohammad S. Obaidat,Joaquim Filipe,Janusz Kacprzyk,Nuno Pina
Publisher : Springer Science & Business Media
Page : 348 pages
File Size : 46,8 Mb
Release : 2013-11-26
Category : Technology & Engineering
ISBN : 9783319035819

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Simulation and Modeling Methodologies, Technologies and Applications by Mohammad S. Obaidat,Joaquim Filipe,Janusz Kacprzyk,Nuno Pina Pdf

This book includes extended and revised versions of a set of selected papers from the 2012 International Conference on Simulation and Modeling Methodologies, Technologies and Applications (SIMULTECH 2012) which was sponsored by the Institute for Systems and Technologies of Information, Control and Communication (INSTICC) and held in Rome, Italy. SIMULTECH 2012 was technically co-sponsored by the Society for Modeling & Simulation International (SCS), GDR I3, Lionphant Simulation, Simulation Team and IFIP and held in cooperation with AIS Special Interest Group of Modeling and Simulation (AIS SIGMAS) and the Movimento Italiano Modellazione e Simulazione (MIMOS).

Advanced Information Systems Engineering Workshops

Xavier Franch,Pnina Soffer
Advanced Information Systems Engineering Workshops Book PDF

Author : Xavier Franch,Pnina Soffer
Publisher : Springer
Page : 532 pages
File Size : 41,9 Mb
Release : 2013-06-20
Category : Computers
ISBN : 9783642384905

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Advanced Information Systems Engineering Workshops by Xavier Franch,Pnina Soffer Pdf

This book constitutes the thoroughly refereed proceedings of eight international workshops held in Valencia, Spain, in conjunction with the 25th International Conference on Advanced Information Systems Engineering, CAiSE 2013, in June 2013. The 36 full and 12 short papers have undertaken a high-quality and selective acceptance policy, resulting in acceptance rates of up to 50% for full research papers. The eight workshops were Approaches for Enterprise Engineering Research (AppEER), International Workshop on BUSiness/IT ALignment and Interoperability (BUSITAL), International Workshop on Cognitive Aspects of Information Systems Engineering (COGNISE), Workshop on Human-Centric Information Systems (HC-IS), Next Generation Enterprise and Business Innovation Systems (NGEBIS), International Workshop on Ontologies and Conceptual Modeling (OntoCom), International Workshop on Variability Support in Information Systems (VarIS), International Workshop on Information Systems Security Engineering (WISSE).

Emergent Behavior in Complex Systems Engineering

Saurabh Mittal,Saikou Diallo,Andreas Tolk
Emergent Behavior in Complex Systems Engineering Book PDF

Author : Saurabh Mittal,Saikou Diallo,Andreas Tolk
Publisher : John Wiley & Sons
Page : 416 pages
File Size : 55,8 Mb
Release : 2018-04-17
Category : Technology & Engineering
ISBN : 9781119378860

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Emergent Behavior in Complex Systems Engineering by Saurabh Mittal,Saikou Diallo,Andreas Tolk Pdf

A comprehensive text that reviews the methods and technologies that explore emergent behavior in complex systems engineering in multidisciplinary fields In Emergent Behavior in Complex Systems Engineering, the authors present the theoretical considerations and the tools required to enable the study of emergent behaviors in manmade systems. Information Technology is key to today’s modern world. Scientific theories introduced in the last five decades can now be realized with the latest computational infrastructure. Modeling and simulation, along with Big Data technologies are at the forefront of such exploration and investigation. The text offers a number of simulation-based methods, technologies, and approaches that are designed to encourage the reader to incorporate simulation technologies to further their understanding of emergent behavior in complex systems. The authors present a resource for those designing, developing, managing, operating, and maintaining systems, including system of systems. The guide is designed to help better detect, analyse, understand, and manage the emergent behaviour inherent in complex systems engineering in order to reap the benefits of innovations and avoid the dangers of unforeseen consequences. This vital resource: Presents coverage of a wide range of simulation technologies Explores the subject of emergence through the lens of Modeling and Simulation (M&S) Offers contributions from authors at the forefront of various related disciplines such as philosophy, science, engineering, sociology, and economics Contains information on the next generation of complex systems engineering Written for researchers, lecturers, and students, Emergent Behavior in Complex Systems Engineering provides an overview of the current discussions on complexity and emergence, and shows how systems engineering methods in general and simulation methods in particular can help in gaining new insights in complex systems engineering.

Spatial Agent-Based Simulation Modeling in Public Health

S. M. Niaz Arifin,Gregory R. Madey,Frank H. Collins
Spatial Agent Based Simulation Modeling in Public Health Book PDF

Author : S. M. Niaz Arifin,Gregory R. Madey,Frank H. Collins
Publisher : John Wiley & Sons
Page : 321 pages
File Size : 45,5 Mb
Release : 2016-04-11
Category : Medical
ISBN : 9781118964354

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Spatial Agent-Based Simulation Modeling in Public Health by S. M. Niaz Arifin,Gregory R. Madey,Frank H. Collins Pdf

Presents an overview of the complex biological systems used within a global public health setting and features a focus on malaria analysis Bridging the gap between agent-based modeling and simulation (ABMS) and geographic information systems (GIS), Spatial Agent-Based Simulation Modeling in Public Health: Design, Implementation, and Applications for Malaria Epidemiology provides a useful introduction to the development of agent-based models (ABMs) by following a conceptual and biological core model of Anopheles gambiae for malaria epidemiology. Using spatial ABMs, the book includes mosquito (vector) control interventions and GIS as two example applications of ABMs, as well as a brief description of epidemiology modeling. In addition, the authors discuss how to most effectively integrate spatial ABMs with a GIS. The book concludes with a combination of knowledge from entomological, epidemiological, simulation-based, and geo-spatial domains in order to identify and analyze relationships between various transmission variables of the disease. Spatial Agent-Based Simulation Modeling in Public Health: Design, Implementation, and Applications for Malaria Epidemiology also features: Location-specific mosquito abundance maps that play an important role in malaria control activities by guiding future resource allocation for malaria control and identifying hotspots for further investigation Discussions on the best modeling practices in an effort to achieve improved efficacy, cost-effectiveness, ecological soundness, and sustainability of vector control for malaria An overview of the various ABMs, GIS, and spatial statistical methods used in entomological and epidemiological studies, as well as the model malaria study A companion website with computer source code and flowcharts of the spatial ABM and a landscape generator tool that can simulate landscapes with varying spatial heterogeneity of different types of resources including aquatic habitats and houses Spatial Agent-Based Simulation Modeling in Public Health: Design, Implementation, and Applications for Malaria Epidemiology is an excellent reference for professionals such as modeling and simulation experts, GIS experts, spatial analysts, mathematicians, statisticians, epidemiologists, health policy makers, as well as researchers and scientists who use, manage, or analyze infectious disease data and/or infectious disease-related projects. The book is also ideal for graduate-level courses in modeling and simulation, bioinformatics, biostatistics, public health and policy, and epidemiology.

Practicing Safe Sects

F. LeRon Shults
Practicing Safe Sects Book PDF

Author : F. LeRon Shults
Publisher : BRILL
Page : 318 pages
File Size : 51,9 Mb
Release : 2018-02-12
Category : Science
ISBN : 9789004360952

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Practicing Safe Sects by F. LeRon Shults Pdf

In Practicing Safe Sects F. LeRon Shults provides scientific and philosophical resources for having “the talk” about religious reproduction: where do gods come from – and what are the costs of bearing them in our culturally pluralistic, ecologically fragile environment?

Cyber Resilience of Systems and Networks

Alexander Kott,Igor Linkov
Cyber Resilience of Systems and Networks Book PDF

Author : Alexander Kott,Igor Linkov
Publisher : Springer
Page : 475 pages
File Size : 46,8 Mb
Release : 2018-05-30
Category : Technology & Engineering
ISBN : 9783319774923

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Cyber Resilience of Systems and Networks by Alexander Kott,Igor Linkov Pdf

This book introduces fundamental concepts of cyber resilience, drawing expertise from academia, industry, and government. Resilience is defined as the ability to recover from or easily adjust to shocks and stresses. Unlike the concept of security - which is often and incorrectly conflated with resilience -- resilience refers to the system's ability to recover or regenerate its performance after an unexpected impact produces a degradation in its performance. A clear understanding of distinction between security, risk and resilience is important for developing appropriate management of cyber threats. The book presents insightful discussion of the most current technical issues in cyber resilience, along with relevant methods and procedures. Practical aspects of current cyber resilience practices and techniques are described as they are now, and as they are likely to remain in the near term. The bulk of the material is presented in the book in a way that is easily accessible to non-specialists. Logical, consistent, and continuous discourse covering all key topics relevant to the field will be of use as teaching material as well as source of emerging scholarship in the field. A typical chapter provides introductory, tutorial-like material, detailed examples, in-depth elaboration of a selected technical approach, and a concise summary of key ideas.

Guide to Modeling and Simulation of Systems of Systems

Bernard Zeigler,Hessam S. Sarjoughian
Guide to Modeling and Simulation of Systems of Systems Book PDF

Author : Bernard Zeigler,Hessam S. Sarjoughian
Publisher : Springer Science & Business Media
Page : 330 pages
File Size : 53,5 Mb
Release : 2012-11-29
Category : Computers
ISBN : 9780857298652

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Guide to Modeling and Simulation of Systems of Systems by Bernard Zeigler,Hessam S. Sarjoughian Pdf

This guide demonstrates how virtual build and test can be supported by the Discrete Event Systems Specification (DEVS) simulation modeling formalism, and the System Entity Structure (SES) simulation model ontology. The book examines a wide variety of Systems of Systems (SoS) problems, ranging from cloud computing systems to biological systems in agricultural food crops. Features: includes numerous exercises, examples and case studies throughout the text; presents a step-by-step introduction to DEVS concepts, encouraging hands-on practice to building sophisticated SoS models; illustrates virtual build and test for a variety of SoS applications using both commercial and open source DEVS simulation environments; introduces an approach based on activity concepts intrinsic to DEVS-based system design, that integrates both energy and information processing requirements; describes co-design modeling concepts and methods to capture separate and integrated software and hardware systems.

Guide to Modeling and Simulation of Systems of Systems

Bernard P. Zeigler,Hessam S. Sarjoughian
Guide to Modeling and Simulation of Systems of Systems Book PDF

Author : Bernard P. Zeigler,Hessam S. Sarjoughian
Publisher : Springer
Page : 400 pages
File Size : 52,8 Mb
Release : 2017-09-21
Category : Computers
ISBN : 9783319641348

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Guide to Modeling and Simulation of Systems of Systems by Bernard P. Zeigler,Hessam S. Sarjoughian Pdf

This easy-to-follow textbook provides an exercise-driven guide to the use of the Discrete Event Systems Specification (DEVS) simulation modeling formalism and the System Entity Structure (SES) simulation model ontology supported with the latest advances in software architecture and design principles, methods, and tools for building and testing virtual Systems of Systems (SoS). The book examines a wide variety of SoS problems, ranging from cloud computing systems to biological systems in agricultural food crops. This enhanced and expanded second edition also features a new chapter on DEVS support for Markov modeling and simulation. Topics and features: provides an extensive set of exercises throughout the text to reinforce the concepts and encourage use of the tools, supported by introduction and summary sections; discusses how the SoS concept and supporting virtual build and test environments can overcome the limitations of current approaches; offers a step-by-step introduction to the DEVS concepts and modeling environment features required to build sophisticated SoS models; describes the capabilities and use of the tools CoSMoS/DEVS-Suite, Virtual Laboratory Environment, and MS4 MeTM; reviews a range of diverse applications, from the development of new satellite design and launch technologies, to surveillance and control in animal epidemiology; examines software/hardware co-design for SoS, and activity concepts that bridge information-level requirements and energy consumption in the implementation; demonstrates how the DEVS formalism supports Markov modeling within an advanced modeling and simulation environment (NEW). This accessible and hands-on textbook/reference provides invaluable practical guidance for graduate students interested in simulation software development and cyber-systems engineering design, as well as for practitioners in these, and related areas.

Advances in Conceptual Modeling

Sebastian Link,Juan C. Trujillo
Advances in Conceptual Modeling Book PDF

Author : Sebastian Link,Juan C. Trujillo
Publisher : Springer
Page : 251 pages
File Size : 52,7 Mb
Release : 2016-10-17
Category : Computers
ISBN : 9783319477176

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Advances in Conceptual Modeling by Sebastian Link,Juan C. Trujillo Pdf

This book constitutes the refereed proceedings of seven workshops and a symposium, held at the 35th International Conference on Conceptual Modeling, ER 2016, in Gifu, Japan. The 19 revised full and 3 keynote papers were carefully reviewed and selected out of 52 submissions to the following events: Conceptual Modeling for Ambient Assistance and Healthy Ageing, AHA 2016; Modeling and Management of Big Data, MoBiD 2016; Modeling and Reasoning for Business Intelligence, MORE-BI 2016; Conceptual Modeling in Requirements and Business Analysis, MREBA 2016; Quality of Models and Models of Quality, QMMQ 2016; and the Symposium on Conceptual Modeling Education, SCME 2016; and Models and Modeling on Security and Privacy, WM2SP 2016.