Semantics of ARIS Model

Size: px
Start display at page:

Download "Semantics of ARIS Model"

Transcription

1 Semantics of ARIS Model Why is Semantics Important? Jon Atle Gulla An analysis of the ARIS ing language with respect to - conceptual foundation and - formal properties Green, P. and M. Rosemann: An Ontological Analysis of Integrated Process Modeling van der Aalst, W. M. P.: Formalization and Verification of Event-Driven Process Chains 1 Conceptual is the bridge between customer and project domain experts and analysts analysts and designers/programmers people and CASE environments project and end-users [contract] [requirements] [system documentation] [source of analysis] [training documentation] 2 Outline I. ARIS Conceptual Model ARIS ing ARIS conceptual Interpretation of ARIS s Analysis with respect to ontological foundation BWW ontological Mapping of ARIS to BWW ontological Formalization of ARIS process (EPC) using Petri nets Formalization of EPC process Petri nets Mapping from EPC to Petri nets Verification of EPCs 3 Multi-view conceptual language for ing business processes and organizational struct ures Organizational view Function view Data view Control view (Output view) Pre-defined s for ERP functionality Low-level processes correspond to specific transactions in ERP system Organizational structures correspond to structural elements in ERP system 4 ARIS Organization view Model of organizational units and positions/employees that are important for reporting purposes, areas of responsibilities and user profiles in ERP system Organizational unit ARIS Function view Hierarchical list of manual and automated functions included in the business processes Function SCC processing Hierarchical relationship Sales Purchasing Billing Request quotation Create purchase Manager r A. Sølvberg P. Hughes Secretary H. Trætteberg Position Assign source of supply Create items Employee 5 6 ARIS and ERP Systems 1

2 ARIS Data view Structural of master data (e.g. customers, vendors, materials) and transactional data (e.g. sales s, purchase s, project WBS structures, invoices) Relationship ARIS Control view (EPC) Event (or state) Function (process) 1..* refers to 0..* decide 1 Pricing price for condition doc. Generalization Logical connector (AND, OR, XOR) 0..1 Information object Quotation Attributes and events may also be added Data elements and elements from the organizational view may also be added 7 8 Interpretation of ARIS Models II. BWW Ontological Model How to analyze semantic aspects of a conceptual? Can map to (other) formal s Can define with respect to mathematical or logical theory Can map to ontological theory of information systems Mapping to computerized system introduces implementation details that do not belong to conceptual realm Ontological BWW ontology Universe of Discourse Conceptual Computerized system Petri nets Formal Mathematics Logic 9 Introduced by Bunge, Wand and Weber Nat ure of ontological : Deep structure of information systems comprises those properties that manifest the meaning of the underlying real-world system Ontological describe and predict the impact of deep structure phenomena Components of ontological : Representation state-tracking good decomposition Purpose of ontological : Study of internal structures of information systems that are independent of implementation decisions Theoretical foundation for designing and evaluating ing languages Comparison of conceptual ing languages 10 BWW Ontological Constructs Ontological constructs for describing deep structure phenomena of information systems: Ontological Analysis of ARIS Ontologica l construct EPC view Da ta view Function view Orga nizationa l vie w Thing User, department Property Function, attribute Attribute Function, attribute Attribute Class Entity Organization Kind Generalization Generalization Organization State Event Conceivab le state space State law Function > connector > event Generalization, cardinalities Generalization Lawful state space Event Event > Function > event Process Process, function Function Conceivab le event space Transformation Function Function Lawful transformation Event > connector > function Lawful event space History Coupling Relationship System System composition Cluster Subsystem Cluster Organizational hierarchy External event Start event Stable state End event Unstable state Event > Function > Event Internal event Event > Function > Event Well-defined event Poorly defined event ARIS and ERP Systems 2

3 Ontological Weaknesses of ARIS No representation for conceivable state space, lawful state space, conceivable event space, or lawful event space Sufficient focus on identifying all important state and transformation laws may not be present No representation of system, system environment, system structure, history, acts on, unstable state, and poorly defined event Defining scope and boundaries of system may be difficult Decomposition not sufficiently supported Function view ontologically redundant III. Formalization with Petri nets NB! Do not take into consideration links to data elements or organizational elements Event-driven Process Chains (EPC) Process (control view) of ARIS Used to describe business processes Formalization of EPC syntax Mapping EPCs onto Petri nets Provides a formalization of EPC Defines the semantics of EPC Enables checks for consistency, completeness, soundness, etc The Structure of EPC Models Logical connector (AND, XOR, OR) Event Formalization of EPC Syntax EPC = (E, F, C, T, A): E is a finite set of events F is a finiste set of functions C is a finite set of logical connectors Tc C t {AND, XOR, OR} is a function which maps each connector onto a connector A ` (E%F) 4 (F%E) 4 (E%C) 4 (C%E) 4 (F%C) 4 (C%F) 4 (C%C) is a set of arcs Syntactic properties: The sets E, F, and C are pairwise disjoint For each e c E: e <= 1 and e <= 1 4 There is at least one start event and one final event Function 4 For each f c F: f = 1 and f = 1 4 For each c c C: c >= 1 and c >= 1 4 The graph induced by EPC is weakly connected 15 4 C J and C S partition C, i.e. C J 3 C S = Ø and C J 4 C S = C 4 C EF and C FE partition C i e C EF 3 C FE = Ø and C EF 4 C FE = C 16 Petri nets - Basics Petri nets - Dynamics p1 arrived t1 p2 p3 available Decide monitoring Create strategy t2 t3 purchase p4 p5 Receive t4 goods Goods p6 received Petri nets is a tuple (P, T, F): P is a finite set of places T is a finite set of transitions (P 3 T = ) F ` (P % T) 4 (T % P) is a set of arcs (flow relations) Notation: t3 = {p2, p3} p2 = {t2, t3} Place p1 is an input place for transition t1 Place p2 is an output place for transition t1 Petri nets and formalization: Petri nets have a mathematical foundation Formal semantics Automatic analysis 17 Decide monitoring strategy arrived available Create purchase Receive goods Goods received Tokens: A place contains zero or more tokens Firing rule: A transition t is said to be enabled iff each input place p of t contains at least one token An enabled transition may fire. If transition t fires, then t consumes one token from each input place p of t and produces one token in each output place p of t State M: Distribution of tokens over places M c P t N n Example: State M = p1 + 2p3 t1 is enabled, t3 is not enabled 18 ARIS and ERP Systems 3

4 Formalization of EPC Semantics Mapping of connectors Defining EPC semantics in terms of Petri nets Basic mapping of EPC to Petri nets: event place function transition Mapping of connectors more complex Depends on of connector Depends on events and/or functions linked to connector f i : function i e i : event i Mapping from EPC to Petri nets Mapping from EPC to Petri nets Verification of EPC Models An erroneous EPC (1) Regular: An EPC is regular iff EPC has two special events: estart and efinal Every node n c N is on a path from e st art to e final. Sound: A regular EPC is sound iff For every state M reachable from the initial state, there exists a firing sequence leading from state M to the final state The final state is the only state reachable from the initial state where event e final holds There are no dead functions Well-structured An EPC is well-structured iff for any pair of connectors c 1 and c 2 such that one of the nodes is is C AND and the other in C XOR and for any pair of elementary paths p 1 and p 2 leading from c 1 to c 2, a(p 1 ) 3 a(p 2 ) = {c 1,c 2 } p 1 = p 2 23 Model not sound: Assume that no billing needed event holds. Produce article will never be fired Will not hold 24 ARIS and ERP Systems 4

5 An erroneous EPC (2) Conclusions Two s to the right are not well-structured ARIS rooted in informal ing languages Semantic analysis of ARIS BWW ontological evaluation of ing language with respect to deep structure of information systems Petri nets formalization of EPC semantics by mapping EPC diagrams to Petri nets ARIS and ERP Systems 5

Formal Process Modelling

Formal Process Modelling Formal Process Modelling Petri Net Behaviour Net Model Event-driven Process Chains Formalisation Håvard D. Jørgensen Materiale fra: Jon Atle Gulla, NTNU Folker den Braber, SINTEF Anders Moen, Norsk Regnesentral

More information

Which is the Best Modeling Language? Sukriti Goel Tutorial BPM 2013 August 2013

Which is the Best Modeling Language? Sukriti Goel Tutorial BPM 2013 August 2013 Which is the Best Modeling Language? Sukriti Goel Tutorial BPM 2013 August 2013 2 Questions Which modeling language will fulfill my objective of modeling? There are so Our many Question modeling languages.

More information

Ontological Analysis of the MibML Grammar using the Bunge-Wand-Weber Model

Ontological Analysis of the MibML Grammar using the Bunge-Wand-Weber Model Association for Information Systems AIS Electronic Library (AISeL) AMCIS 2004 Proceedings Americas Conference on Information Systems (AMCIS) December 2004 Ontological Analysis of the MibML Grammar using

More information

Composability Test of BOM based models using Petri Nets

Composability Test of BOM based models using Petri Nets I. Mahmood, R. Ayani, V. Vlassov and F. Moradi 7 Composability Test of BOM based models using Petri Nets Imran Mahmood 1, Rassul Ayani 1, Vladimir Vlassov 1, and Farshad Moradi 2 1 Royal Institute of Technology

More information

AN ONTOLOGICAL EVALUATION OF JACKSON'S SYSTEM DEVELOPMENT MODEL. Fiona Rohde. Department of Commerce The University of Queensland, 4072.

AN ONTOLOGICAL EVALUATION OF JACKSON'S SYSTEM DEVELOPMENT MODEL. Fiona Rohde. Department of Commerce The University of Queensland, 4072. AN ONTOLOGICAL EVALUATION OF JACKSON'S SYSTEM DEVELOPMENT MODEL Fiona Rohde Department of Commerce The University of Queensland, 4072. Australia ABSTRACT Within the discipline of information systems, numerous

More information

A set with only one member is called a SINGLETON. A set with no members is called the EMPTY SET or 2 N

A set with only one member is called a SINGLETON. A set with no members is called the EMPTY SET or 2 N Mathematical Preliminaries Read pages 529-540 1. Set Theory 1.1 What is a set? A set is a collection of entities of any kind. It can be finite or infinite. A = {a, b, c} N = {1, 2, 3, } An entity is an

More information

13. A procedural model for ontological analyses

13. A procedural model for ontological analyses 13. A procedural model for ontological analyses Michael Rosemann, Centre for Information Technology Innovation, Queensland University of Technology Peter Green, UQ Business School, The University of Queensland

More information

A LOGIC THEORY BASED APPROACH TO INFORMATION SYSTEMS DECOMPOSITION

A LOGIC THEORY BASED APPROACH TO INFORMATION SYSTEMS DECOMPOSITION Association for Information Systems AIS Electronic Library (AISeL) AMCIS 1995 Proceedings Americas Conference on Information Systems (AMCIS) 8-25-1995 A LOGIC THEORY BASED APPROACH TO INFORMATION SYSTEMS

More information

Analysis of BPMN Models

Analysis of BPMN Models Analysis of BPMN Models Addis Gebremichael addisalemayehu.gebremichael@student.uantwerpen.be Abstract The Business Process Modeling Notation (BPMN) is a standard notation for capturing business processes,

More information

Structure of Abstract Syntax trees for Colored Nets in PNML

Structure of Abstract Syntax trees for Colored Nets in PNML Structure of Abstract Syntax trees for Colored Nets in PNML F. Kordon & L. Petrucci Fabrice.Kordon@lip6.fr Laure.Petrucci@lipn.univ-paris13.fr version 0.2 (draft) June 26, 2004 Abstract Formalising the

More information

Requirements Engineering for Enterprise Systems

Requirements Engineering for Enterprise Systems Association for Information Systems AIS Electronic Library (AISeL) AMCIS 2001 Proceedings Americas Conference on Information Systems (AMCIS) December 2001 Requirements Engineering for Enterprise Systems

More information

The Open Group SOA Ontology Technical Standard. Clive Hatton

The Open Group SOA Ontology Technical Standard. Clive Hatton The Open Group SOA Ontology Technical Standard Clive Hatton The Open Group Releases SOA Ontology Standard To Increase SOA Adoption and Success Rates Ontology Fosters Common Understanding of SOA Concepts

More information

Comparison of Simple Graphical Process Models

Comparison of Simple Graphical Process Models JIOS, VOL. 36, NO. 2 (2012) SUBMITTED 07/12; ACCEPTED 10/12 Comparison of Simple Graphical Process Models Katarina Tomičić-Pupek University of Zagreb Faculty of Organization and Informatics Varaždin Ivan

More information

For example, in an assembly sub-floor technicians engaged in making a product,

For example, in an assembly sub-floor technicians engaged in making a product, Chapter 2 Survey This chapter surveys basic workflow modeling features, various workflow modeling techniques and verification of workflow management systems. We review some of the expected features of

More information

An Ontological Analysis of Metamodeling Languages

An Ontological Analysis of Metamodeling Languages An Ontological Analysis of Metamodeling Languages Erki Eessaar and Rünno Sgirka 2 Department of Informatics, Tallinn University of Technology, Estonia, eessaar@staff.ttu.ee 2 Department of Informatics,

More information

EE249 Discussion Petri Nets: Properties, Analysis and Applications - T. Murata. Chang-Ching Wu 10/9/2007

EE249 Discussion Petri Nets: Properties, Analysis and Applications - T. Murata. Chang-Ching Wu 10/9/2007 EE249 Discussion Petri Nets: Properties, Analysis and Applications - T. Murata Chang-Ching Wu 10/9/2007 What are Petri Nets A graphical & modeling tool. Describe systems that are concurrent, asynchronous,

More information

Preserving correctness during business process model configuration

Preserving correctness during business process model configuration DOI 10.1007/s00165-009-0112-0 The Author(s) 2009. This article is published with open access at Springerlink.com Formal Aspects of Computing (2010) 22: 459 482 Formal Aspects of Computing Preserving correctness

More information

Integration of UML and Petri Net for the Process Modeling and Analysis in Workflow Applications

Integration of UML and Petri Net for the Process Modeling and Analysis in Workflow Applications Integration of UML and Petri Net for the Process Modeling and Analysis in Workflow Applications KWAN-HEE HAN *, SEOCK-KYU YOO **, BOHYUN KIM *** Department of Industrial & Systems Engineering, Gyeongsang

More information

Business Process Modelling

Business Process Modelling CS565 - Business Process & Workflow Management Systems Business Process Modelling CS 565 - Lecture 2 20/2/17 1 Business Process Lifecycle Enactment: Operation Monitoring Maintenance Evaluation: Process

More information

Part II Workflow discovery algorithms

Part II Workflow discovery algorithms Process Mining Part II Workflow discovery algorithms Induction of Control-Flow Graphs α-algorithm Heuristic Miner Fuzzy Miner Outline Part I Introduction to Process Mining Context, motivation and goal

More information

Modelling in Enterprise Architecture. MSc Business Information Systems

Modelling in Enterprise Architecture. MSc Business Information Systems Modelling in Enterprise Architecture MSc Business Information Systems Models and Modelling Modelling Describing and Representing all relevant aspects of a domain in a defined language. Result of modelling

More information

ProcessGene Query a Tool for Querying the Content Layer of Business Process Models

ProcessGene Query a Tool for Querying the Content Layer of Business Process Models ProcessGene Query a Tool for Querying the Content Layer of Business Process Models Avi Wasser 1, Maya Lincoln 1 Reuven Karni 1 1 ProcessGene Ltd. 15303 Ventura Boulevard, Sherman Oaks, California, 91403,

More information

Automated Compliance Verification of Business Processes in Apromore

Automated Compliance Verification of Business Processes in Apromore Automated Compliance Verification of Business Processes in Apromore Heerko Groefsema 1, Nick R.T.P. van Beest 2, and Abel Armas-Cervantes 3 1 University of Groningen, The Netherlands h.groefsema@rug.nl

More information

Process Model Consistency Measurement

Process Model Consistency Measurement IOSR Journal of Computer Engineering (IOSRJCE) ISSN: 2278-0661, ISBN: 2278-8727Volume 7, Issue 6 (Nov. - Dec. 2012), PP 40-44 Process Model Consistency Measurement Sukanth Sistla CSE Department, JNTUniversity,

More information

NOTES ON OBJECT-ORIENTED MODELING AND DESIGN

NOTES ON OBJECT-ORIENTED MODELING AND DESIGN NOTES ON OBJECT-ORIENTED MODELING AND DESIGN Stephen W. Clyde Brigham Young University Provo, UT 86402 Abstract: A review of the Object Modeling Technique (OMT) is presented. OMT is an object-oriented

More information

Specifying Web Workflow Services for Finding Partners in the Context of Loose Inter-Organizational Workflow

Specifying Web Workflow Services for Finding Partners in the Context of Loose Inter-Organizational Workflow Specifying Web Workflow Services for Finding Partners in the Context of Loose Inter-Organizational Workflow Eric Andonoff, Lotfi Bouzguenda (Phd), Chihab Hanachi IRIT Laboratory, Toulouse, France 1 Outline

More information

Construction of BPMN-based Business Process Model Base

Construction of BPMN-based Business Process Model Base Construction of BPMN-based Business Process Model Base Yanjie Lu Hongming Cai Lihong Jiang Shanghai Jiaotong University hmcai@sjtu.edu.cn doi:10.4156/ijiip.vol1. issue2.3 Shanghai Jiaotong University lvyanjie@sjtu.edu.cn

More information

IJESMR International Journal OF Engineering Sciences & Management Research

IJESMR International Journal OF Engineering Sciences & Management Research COMPARISON OF BUSINESS PROCESS MODELING STANDARDS Katalina Grigorova * 1, Kaloyan Mironov 2 *1 Department of Informatics and Information Technologies, University of Ruse, Bulgaria 2 Department of Informatics

More information

Investigation on Soundness Regarding Lazy Activities

Investigation on Soundness Regarding Lazy Activities Investigation on Soundness Regarding Lazy Activities Frank Puhlmann and Mathias Weske Business Process Technology Group Hasso-Plattner-Institute Potsdam, Germany 1 Outline Motivation (Problem Statement)

More information

Chapter 2 State of the Art

Chapter 2 State of the Art Chapter 2 State of the Art This section provides an overview of related work concerning established approaches for business process modelling, formal representations of the Business Process Model and Notation

More information

Coverability Graph and Fairness

Coverability Graph and Fairness Coverability Graph and Fairness prof.dr.ir. Wil van der Aalst www.vdaalst.com Recall reachability analysis or1 x r1 rg1 g1 go1 o1 r2 rg2 g2 go2 o2 or2 Petri net standard properties Boundedness Terminating

More information

Workflow : Patterns and Specifications

Workflow : Patterns and Specifications Workflow : Patterns and Specifications Seminar Presentation by Ahana Pradhan Under the guidance of Prof. Rushikesh K. Joshi Department of Computer Science and Engineering Indian Institute of Technology,

More information

A UML 2 Profile for Variability Models and their Dependency to Business Processes

A UML 2 Profile for Variability Models and their Dependency to Business Processes A UML 2 Profile for Variability Models and their Dependency to Business Processes Birgit Korherr and Beate List Women s Postgraduate College for Internet Technologies Institute of Software Technology and

More information

Chapter 4. Capturing the Requirements. 4th Edition. Shari L. Pfleeger Joanne M. Atlee

Chapter 4. Capturing the Requirements. 4th Edition. Shari L. Pfleeger Joanne M. Atlee Chapter 4 Capturing the Requirements Shari L. Pfleeger Joanne M. Atlee 4th Edition It is important to have standard notations for modeling, documenting, and communicating decisions Modeling helps us to

More information

What is a Data Model?

What is a Data Model? What is a Data Model? Overview What is a Data Model? Review of some Basic Concepts in Data Modeling Benefits of Data Modeling Overview What is a Data Model? Review of some Basic Concepts in Data Modeling

More information

CA441 BPM - Modelling Workflow with Petri Nets. Modelling Workflow with Petri Nets. Workflow Management Issues. Workflow. Process.

CA441 BPM - Modelling Workflow with Petri Nets. Modelling Workflow with Petri Nets. Workflow Management Issues. Workflow. Process. Modelling Workflow with Petri Nets 1 Workflow Management Issues Georgakopoulos,Hornick, Sheth Process Workflow specification Workflow Implementation =workflow application Business Process Modelling/ Workflow

More information

Diagnostic Information for Control-Flow Analysis of Workflow Graphs (aka Free-Choice Workflow Nets)

Diagnostic Information for Control-Flow Analysis of Workflow Graphs (aka Free-Choice Workflow Nets) Diagnostic Information for Control-Flow Analysis of Workflow Graphs (aka Free-Choice Workflow Nets) Cédric Favre(1,2), Hagen Völzer(1), Peter Müller(2) (1) IBM Research - Zurich (2) ETH Zurich 1 Outline

More information

Business Process Modeling with ARIS

Business Process Modeling with ARIS In the Name of Allah Industrial Engineering Dept. Amirkabir University of Technology Business Process Modeling with ARIS Dr. Akbar Esfahanipour esfahaa@aut.ac.it 2 Contents Introduction Capability Maturity

More information

Practical Database Design Methodology and Use of UML Diagrams Design & Analysis of Database Systems

Practical Database Design Methodology and Use of UML Diagrams Design & Analysis of Database Systems Practical Database Design Methodology and Use of UML Diagrams 406.426 Design & Analysis of Database Systems Jonghun Park jonghun@snu.ac.kr Dept. of Industrial Engineering Seoul National University chapter

More information

An Analytical Evaluation of BPMN Using a Semiotic Quality Framework

An Analytical Evaluation of BPMN Using a Semiotic Quality Framework An Analytical Evaluation of BPMN Using a Semiotic Quality Framework Terje Wahl, Guttorm Sindre Department of Computer and Information Science, Norwegian University of Science and Technology, Sem Sælands

More information

AMFIBIA: A Meta-Model for the Integration of Business Process Modelling Aspects

AMFIBIA: A Meta-Model for the Integration of Business Process Modelling Aspects Downloaded from orbit.dtu.dk on: Mar 31, 2018 AMFIBIA: A Meta-Model for the Integration of Business Process Modelling Aspects Axenath, Björn; Kindler, Ekkart; Rubin, Vladimir Published in: International

More information

Petri Nets ee249 Fall 2000

Petri Nets ee249 Fall 2000 Petri Nets ee249 Fall 2000 Marco Sgroi Most slides borrowed from Luciano Lavagno s lecture ee249 (1998) 1 Models Of Computation for reactive systems Main MOCs: Communicating Finite State Machines Dataflow

More information

Domain-Driven Development with Ontologies and Aspects

Domain-Driven Development with Ontologies and Aspects Domain-Driven Development with Ontologies and Aspects Submitted for Domain-Specific Modeling workshop at OOPSLA 2005 Latest version of this paper can be downloaded from http://phruby.com Pavel Hruby Microsoft

More information

Directions of the business processes theory

Directions of the business processes theory Directions of the business processes theory Prof. G.N. Kalyanov Institute of Control Sciences RAS, Moscow, Russia Kalyanov@mail.ru 1 Introduction The business processes (BP) theory [1, 2] is one of the

More information

Towards A Framework for Comparing Process Modelling Languages

Towards A Framework for Comparing Process Modelling Languages Towards A Framework for Comparing Process Modelling Languages Eva Söderström 1, Birger Andersson 2, Paul Johannesson 2, Erik Perjons 2, Benkt Wangler 1 1 Department of Computer Science, University of Skövde,

More information

Semantics of the MibML Conceptual Modeling Grammar: An Ontological Analysis Using the Bunge-Wang-Weber Framework

Semantics of the MibML Conceptual Modeling Grammar: An Ontological Analysis Using the Bunge-Wang-Weber Framework Journal of Database Management, 18(1), 1-19, January-March 2007 1 Semantics of the MibML Conceptual Modeling Grammar: An Ontological Analysis Using the Bunge-Wang-Weber Framework Hong Zhang, Missouri State

More information

UML Class Model Abstract Syntax and Set-Based Semantics

UML Class Model Abstract Syntax and Set-Based Semantics UML Class Model Abstract Syntax and Set-Based Semantics Mira Balaban and Azzam Maraee Computer Science Department Ben-Gurion University of the Negev, ISRAEL mira,mari@cs.bgu.ac.il March 31, 2017 The class-model

More information

The Semantic Object Model

The Semantic Object Model The Semantic Object Model (SOM) The Semantic Object Model (SOM) Method Modelling Method developed in the 1990s by FERSTL and SINZ, University of Bamberg comprehensive, integrated and rigor modelling approach

More information

Applying Guarino s Aufbau principle for ontologies to REA based applications

Applying Guarino s Aufbau principle for ontologies to REA based applications Applying Guarino s Aufbau principle for ontologies to REA based applications Abstract Disagreement about the nature of ontologies inhibits full acceptance of ontologies as valuable information systems

More information

Introduction to Formal Methods

Introduction to Formal Methods 2008 Spring Software Special Development 1 Introduction to Formal Methods Part I : Formal Specification i JUNBEOM YOO jbyoo@knokuk.ac.kr Reference AS Specifier s Introduction to Formal lmethods Jeannette

More information

Process Modelling using Petri Nets

Process Modelling using Petri Nets Process Modelling using Petri Nets Katalina Grigorova Abstract: This paper discusses the reasons, which impose Petri nets as a conceptual standard for modelling and analysis of workflow. Petri nets notation

More information

Modeling Issues Modeling Enterprises. Modeling

Modeling Issues Modeling Enterprises. Modeling Modeling Issues Modeling Enterprises SE502: Software Requirements Engineering Modeling Modeling can guide elicitation: It can help you figure out what questions to ask It can help to surface hidden requirements

More information

Modeling Hybrid Systems with Petri Nets

Modeling Hybrid Systems with Petri Nets Modeling Hybrid Systems with Petri Nets Debjyoti Bera, Kees van Hee and Henk Nijmeijer Abstract The behavior of a hybrid system is a mixture of continuous behavior and discrete event behavior. The Simulink/Stateflow

More information

Mining Configurable Enterprise Information Systems

Mining Configurable Enterprise Information Systems Mining Configurable Enterprise Information Systems M.H. Jansen-Vullers a W.M.P. van der Aalst a M. Rosemann b a Department of Technology Management, Eindhoven University of Technology, P.O. Box 513, NL-5600

More information

A NOVEL MODELING METHODOLOGY FOR COLLABORATIVE ENTERPRISE PROCESSES. Received March 2011; revised July 2011

A NOVEL MODELING METHODOLOGY FOR COLLABORATIVE ENTERPRISE PROCESSES. Received March 2011; revised July 2011 International Journal of Innovative Computing, Information and Control ICIC International c 2012 ISSN 1349-4198 Volume 8, Number 7(B), July 2012 pp. 5369 5380 A NOVEL MODELING METHODOLOGY FOR COLLABORATIVE

More information

TOWARD A THEORY OF THE DEEP STRUCTURE OF INFORMATION SYSTEMS ABSTRACT

TOWARD A THEORY OF THE DEEP STRUCTURE OF INFORMATION SYSTEMS ABSTRACT TOWARD A THEORY OF THE DEEP STRUCTURE OF INFORMATION SYSTEMS Yair Wand The University of British Columbia Ron Weber The University of Queensland ABSTRACT The deep structure of an information system comprises

More information

Verification of EPCs: Using Reduction Rules and Petri Nets

Verification of EPCs: Using Reduction Rules and Petri Nets Verification of EPCs: Using Reduction Rules and Petri Nets B.F. van Dongen, W.M.P. van der Aalst, and H.M.W. Verbeek Department of Technology Management, Eindhoven University of Technology P.O. Box 513,

More information

19. Business Process Automation in YAWL Fabiano Dalpiaz. Organizational Information Systems Based on slides from

19. Business Process Automation in YAWL Fabiano Dalpiaz. Organizational Information Systems Based on slides from 19. Business Process utomation in Fabiano Dalpiaz Organizational Information Systems 2011-2012 Based on slides from www.yawlfoundation.org 1 Business Process utomation In order to fully capitalize on modeling

More information

Conceptual Database Design. COSC 304 Introduction to Database Systems. Entity-Relationship Modeling. Entity-Relationship Modeling

Conceptual Database Design. COSC 304 Introduction to Database Systems. Entity-Relationship Modeling. Entity-Relationship Modeling COSC 304 Introduction to Database Systems Entity-Relationship Modeling Dr. Ramon Lawrence University of British Columbia Okanagan ramon.lawrence@ubc.ca Conceptual Database Design Conceptual database design

More information

By: Chaitanya Settaluri Devendra Kalia

By: Chaitanya Settaluri Devendra Kalia By: Chaitanya Settaluri Devendra Kalia What is an embedded system? An embedded system Uses a controller to perform some function Is not perceived as a computer Software is used for features and flexibility

More information

Integrating SysML and OWL

Integrating SysML and OWL Integrating SysML and OWL Henson Graves Lockheed Martin Aeronautics Company Fort Worth Texas, USA henson.graves@lmco.com Abstract. To use OWL2 for modeling a system design one must be able to construct

More information

Modeling Routing Constructs to Represent Distributed Workflow Processes Using Extended Petri Nets

Modeling Routing Constructs to Represent Distributed Workflow Processes Using Extended Petri Nets Modeling Routing Constructs to Represent Distributed Workflow Processes Using Extended Petri Nets Mehmet Karay * Final International University, Business Administrative, Toroslar Avenue, No:6, 99370, Catalkoy,

More information

Eindhoven University of Technology MASTER. Translation of process modeling languages. Vijverberg, W.M. Award date: Link to publication

Eindhoven University of Technology MASTER. Translation of process modeling languages. Vijverberg, W.M. Award date: Link to publication Eindhoven University of Technology MASTER Translation of process modeling languages Vijverberg, W.M. Award date: 2006 Link to publication Disclaimer This document contains a student thesis (bachelor's

More information

Solution: Petri nets Homework 1. Discussed on Thursday 21 st April, 2016.

Solution: Petri nets Homework 1. Discussed on Thursday 21 st April, 2016. Technische Universität München (I7) Summer term 2016 Prof. J. Esparza / P. Meyer Thursday 14 th April, 2016 Solution Petri nets Homework 1 Discussed on Thursday 21 st April, 2016. For questions regarding

More information

SADT Structured Analysis & Design Technique

SADT Structured Analysis & Design Technique 1 SADT Structured Analysis & Design Technique Yuling Li 12/5/16 2 How to Make a Pizza? 3 4 How to Make a Pizza (Process/Activities) Systematically? Analysis Determine what the system will do Design Define

More information

THE SELECTION OF THE ARCHITECTURE OF ELECTRONIC SERVICE CONSIDERING THE PROCESS FLOW

THE SELECTION OF THE ARCHITECTURE OF ELECTRONIC SERVICE CONSIDERING THE PROCESS FLOW THE SELECTION OF THE ARCHITECTURE OF ELECTRONIC SERVICE CONSIDERING THE PROCESS FLOW PETERIS STIPRAVIETIS, MARIS ZIEMA Institute of Computer Control, Automation and Computer Engineering, Faculty of Computer

More information

OBJECTIVES DEFINITIONS CHAPTER 1: THE DATABASE ENVIRONMENT AND DEVELOPMENT PROCESS. Figure 1-1a Data in context

OBJECTIVES DEFINITIONS CHAPTER 1: THE DATABASE ENVIRONMENT AND DEVELOPMENT PROCESS. Figure 1-1a Data in context OBJECTIVES CHAPTER 1: THE DATABASE ENVIRONMENT AND DEVELOPMENT PROCESS Modern Database Management 11 th Edition Jeffrey A. Hoffer, V. Ramesh, Heikki Topi! Define terms! Name limitations of conventional

More information

Dagstuhl Seminar on Service-Oriented Computing Session Summary Cross Cutting Concerns. Heiko Ludwig, Charles Petrie

Dagstuhl Seminar on Service-Oriented Computing Session Summary Cross Cutting Concerns. Heiko Ludwig, Charles Petrie Dagstuhl Seminar on Service-Oriented Computing Session Summary Cross Cutting Concerns Heiko Ludwig, Charles Petrie Participants of the Core Group Monika Kazcmarek, University of Poznan Michael Klein, Universität

More information

Logic as a framework for NL semantics. Outline. Syntax of FOL [1] Semantic Theory Type Theory

Logic as a framework for NL semantics. Outline. Syntax of FOL [1] Semantic Theory Type Theory Logic as a framework for NL semantics Semantic Theory Type Theory Manfred Pinkal Stefan Thater Summer 2007 Approximate NL meaning as truth conditions. Logic supports precise, consistent and controlled

More information

Structural and Syntactic Pattern Recognition

Structural and Syntactic Pattern Recognition Structural and Syntactic Pattern Recognition Selim Aksoy Department of Computer Engineering Bilkent University saksoy@cs.bilkent.edu.tr CS 551, Fall 2017 CS 551, Fall 2017 c 2017, Selim Aksoy (Bilkent

More information

LELCTURE 4: ENHANCED ENTITY-RELATIONSHIP MODELING (EER)

LELCTURE 4: ENHANCED ENTITY-RELATIONSHIP MODELING (EER) LELCTURE 4: ENHANCED ENTITY-RELATIONSHIP MODELING (EER) Ref. Chapter12 from Database Systems: A Practical Approach to Design, Implementation and Management. Thomas Connolly, Carolyn Begg. IS220 : D at

More information

Lecture 5 STRUCTURED ANALYSIS. PB007 So(ware Engineering I Faculty of Informa:cs, Masaryk University Fall Bühnová, Sochor, Ráček

Lecture 5 STRUCTURED ANALYSIS. PB007 So(ware Engineering I Faculty of Informa:cs, Masaryk University Fall Bühnová, Sochor, Ráček Lecture 5 STRUCTURED ANALYSIS PB007 So(ware Engineering I Faculty of Informa:cs, Masaryk University Fall 2015 1 Outline ² Yourdon Modern Structured Analysis (YMSA) Context diagram (CD) Data flow diagram

More information

Semantic Web. Ontology Engineering and Evaluation. Morteza Amini. Sharif University of Technology Fall 93-94

Semantic Web. Ontology Engineering and Evaluation. Morteza Amini. Sharif University of Technology Fall 93-94 ه عا ی Semantic Web Ontology Engineering and Evaluation Morteza Amini Sharif University of Technology Fall 93-94 Outline Ontology Engineering Class and Class Hierarchy Ontology Evaluation 2 Outline Ontology

More information

Part I: Preliminaries 24

Part I: Preliminaries 24 Contents Preface......................................... 15 Acknowledgements................................... 22 Part I: Preliminaries 24 1. Basics of Software Testing 25 1.1. Humans, errors, and testing.............................

More information

A Formal Model for Web-Service Composition

A Formal Model for Web-Service Composition Simon Foster Department of Computer Science University of Sheffield http://www.dcs.shef.ac.uk/~simonf BCTCS 2006 Outline 1 Composing Web-Services Current Technologies 2 3 4 Outline

More information

Petri-net-based Workflow Management Software

Petri-net-based Workflow Management Software Petri-net-based Workflow Management Software W.M.P. van der Aalst Department of Mathematics and Computing Science, Eindhoven University of Technology, P.O. Box 513, NL-5600 MB, Eindhoven, The Netherlands,

More information

Diagnosing Workflow Processes using Woflan

Diagnosing Workflow Processes using Woflan Diagnosing Workflow Processes using Woflan H.M.W. VERBEEK 1, T. BASTEN 2 AND W.M.P. VAN DER AALST 1 1 Faculty of Technology Management, Eindhoven University of Technology, the Netherlands 2 Faculty of

More information

Evaluation of Predicate Calculus By Arve Meisingset, retired research scientist from Telenor Research Oslo Norway

Evaluation of Predicate Calculus By Arve Meisingset, retired research scientist from Telenor Research Oslo Norway Evaluation of Predicate Calculus By Arve Meisingset, retired research scientist from Telenor Research 31.05.2017 Oslo Norway Predicate Calculus is a calculus on the truth-values of predicates. This usage

More information

Acyclic Network. Tree Based Clustering. Tree Decomposition Methods

Acyclic Network. Tree Based Clustering. Tree Decomposition Methods Summary s Join Tree Importance of s Solving Topological structure defines key features for a wide class of problems CSP: Inference in acyclic network is extremely efficient (polynomial) Idea: remove cycles

More information

Chapter 8: Enhanced ER Model

Chapter 8: Enhanced ER Model Chapter 8: Enhanced ER Model Subclasses, Superclasses, and Inheritance Specialization and Generalization Constraints and Characteristics of Specialization and Generalization Hierarchies Modeling of UNION

More information

Representing Product Designs Using a Description Graph Extension to OWL 2

Representing Product Designs Using a Description Graph Extension to OWL 2 Representing Product Designs Using a Description Graph Extension to OWL 2 Henson Graves Lockheed Martin Aeronautics Company Fort Worth Texas, USA henson.graves@lmco.com Abstract. Product development requires

More information

Configurable Process Models as a Basis for Reference Modeling position paper

Configurable Process Models as a Basis for Reference Modeling position paper Configurable Process Models as a Basis for Reference Modeling position paper W.M.P. van der Aalst 1,3, A. Dreiling 2,3, M. Rosemann 3,andM.H. Jansen-ullers 1 1 Department of Technology Management, Eindhoven

More information

Semantic Web. Ontology Engineering and Evaluation. Morteza Amini. Sharif University of Technology Fall 95-96

Semantic Web. Ontology Engineering and Evaluation. Morteza Amini. Sharif University of Technology Fall 95-96 ه عا ی Semantic Web Ontology Engineering and Evaluation Morteza Amini Sharif University of Technology Fall 95-96 Outline Ontology Engineering Class and Class Hierarchy Ontology Evaluation 2 Outline Ontology

More information

Slides for Faculty Oxford University Press All rights reserved.

Slides for Faculty Oxford University Press All rights reserved. Oxford University Press 2013 Slides for Faculty Assistance Preliminaries Author: Vivek Kulkarni vivek_kulkarni@yahoo.com Outline Following topics are covered in the slides: Basic concepts, namely, symbols,

More information

2.1 Sets 2.2 Set Operations

2.1 Sets 2.2 Set Operations CSC2510 Theoretical Foundations of Computer Science 2.1 Sets 2.2 Set Operations Introduction to Set Theory A set is a structure, representing an unordered collection (group, plurality) of zero or more

More information

Requirements Engineering. Contents. Functional requirements. What is a requirement?

Requirements Engineering. Contents. Functional requirements. What is a requirement? Contents Ø Introduction 4 Ø Engineering Ø Project Management Ø Software Design Ø Detailed Design and Coding Ø Quality Assurance Engineering Ø What is a Requirement? Ø RE Activities Ø Documentation Ø RE

More information

COSC 304 Introduction to Database Systems. Entity-Relationship Modeling

COSC 304 Introduction to Database Systems. Entity-Relationship Modeling COSC 304 Introduction to Database Systems Entity-Relationship Modeling Dr. Ramon Lawrence University of British Columbia Okanagan ramon.lawrence@ubc.ca Conceptual Database Design Conceptual database design

More information

Category Theory in Ontology Research: Concrete Gain from an Abstract Approach

Category Theory in Ontology Research: Concrete Gain from an Abstract Approach Category Theory in Ontology Research: Concrete Gain from an Abstract Approach Markus Krötzsch Pascal Hitzler Marc Ehrig York Sure Institute AIFB, University of Karlsruhe, Germany; {mak,hitzler,ehrig,sure}@aifb.uni-karlsruhe.de

More information

Enforcing Ontological Rules in UML-Based Conceptual Modeling: Principles and Implementation

Enforcing Ontological Rules in UML-Based Conceptual Modeling: Principles and Implementation Enforcing Ontological Rules in UML-Based Conceptual Modeling: Principles and Implementation Shan Lu 1 and Jeffrey Parsons 2 1 Department of Computer Science, 2 Faculty of Business Administration Memorial

More information

Model-Based Development and Evolution of Information Systems

Model-Based Development and Evolution of Information Systems John Krogstie Model-Based Development and Evolution of Information Systems A Quality Approach Springer \*1мг 11142? 11 ъмэ 1 Introduction 1 1.1 Philosophical Backdrop 5 1.1.1 Background on Knowledge Creation

More information

Outline. Petri nets. Introduction Examples Properties Analysis techniques. 1 EE249Fall04

Outline. Petri nets. Introduction Examples Properties Analysis techniques. 1 EE249Fall04 Outline Petri nets Introduction Examples Properties Analysis techniques 1 Petri Nets (PNs) Model introduced by C.A. Petri in 1962 Ph.D. Thesis: Communication with Automata Applications: distributed computing,

More information

Concurrent Systems Modeling using Petri Nets Part II

Concurrent Systems Modeling using Petri Nets Part II Concurrent Systems Modeling using Petri Nets Part II Marlon Dumas (Based on lecture material by Wil van der Aalst Eindhoven University of Technology, The Netherlands http://www.workflowcourse.com) PN-1

More information

On the Translation between BPMN and BPEL: Conceptual Mismatch between Process Modeling Languages

On the Translation between BPMN and BPEL: Conceptual Mismatch between Process Modeling Languages On the Translation between BPMN and BPEL: Conceptual Mismatch between Process Modeling Languages Jan Recker 1 and Jan Mendling 2 1 Queensland University of Technology 126 Margaret Street, Brisbane QLD

More information

Business Process Management Seminar 2007/ Oktober 2007

Business Process Management Seminar 2007/ Oktober 2007 Business Process Management Seminar 2007/2008 22. Oktober 2007 Process 2 Today Presentation of topics Deadline 29.10.2007 9:00 Rank up to 3 topics - send to hagen.overdick@hpi.uni-potsdam.de 3.12.2007

More information

AN ONTOLOGICAL MODEL FOR WORKFLOW MANAGEMENT B.ECON., FUDAN UNIVERSITY, 2001

AN ONTOLOGICAL MODEL FOR WORKFLOW MANAGEMENT B.ECON., FUDAN UNIVERSITY, 2001 AN ONTOLOGICAL MODEL FOR WORKFLOW MANAGEMENT by J1NGWEIXU B.ECON., FUDAN UNIVERSITY, 2001 A THESIS SUBMITTED IN PARTIAL FULFILLMENT OF THE REQUIREMENTS FOR THE DEGREE OF MASTER OF SCIENCE in THE FACULTY

More information

Behavioral Requirements

Behavioral Requirements Functional Requirements: Behavioral Requirements Overview Decision-oriented Behavioral Models State-oriented Behavioral Models Finite State Machines (Protocol Validation & Verification) Statecharts SCR

More information

Łabiak G., Miczulski P. (IIE, UZ, Zielona Góra, Poland)

Łabiak G., Miczulski P. (IIE, UZ, Zielona Góra, Poland) UML STATECHARTS AND PETRI NETS MODEL COMPARIS FOR SYSTEM LEVEL MODELLING Łabiak G., Miczulski P. (IIE, UZ, Zielona Góra, Poland) The system level modelling can be carried out with using some miscellaneous

More information

Meta-Modeling and Modeling Languages

Meta-Modeling and Modeling Languages member of Meta-Modeling and Modeling Languages Models and Modelling Model A reproduction of the part of reality which contains the essential aspects to be investigated. Modelling Describing and Representing

More information

An Ontological Approach to Domain Engineering

An Ontological Approach to Domain Engineering An Ontological Approach to Domain Engineering Richard de Almeida Falbo, Giancarlo Guizzardi, Katia Cristina Duarte International Conference on Software Engineering and Knowledge Engineering, SEKE 02 Taehoon

More information

Architectural Blueprint

Architectural Blueprint IMPORTANT NOTICE TO STUDENTS These slides are NOT to be used as a replacement for student notes. These slides are sometimes vague and incomplete on purpose to spark a class discussion Architectural Blueprint

More information