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001447956 001__ 1447956
001447956 003__ OCoLC
001447956 005__ 20230310004215.0
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001447956 008__ 220705s2022\\\\sz\a\\\\ob\\\\000\0\eng\d
001447956 019__ $$a1333266441$$a1334104629
001447956 020__ $$a9783030988166$$q(electronic bk.)
001447956 020__ $$a3030988163$$q(electronic bk.)
001447956 020__ $$z9783030988159
001447956 020__ $$z3030988155
001447956 0247_ $$a10.1007/978-3-030-98816-6$$2doi
001447956 035__ $$aSP(OCoLC)1334421935
001447956 040__ $$aGW5XE$$beng$$erda$$epn$$cGW5XE$$dEBLCP$$dYDX$$dOCLCF$$dOCLCQ
001447956 049__ $$aISEA
001447956 050_4 $$aHD62.17
001447956 08204 $$a658/.05$$223/eng/20220705
001447956 1001_ $$aSulis, Emilio,$$eauthor.
001447956 24510 $$aAgent-based business process simulation :$$ba primer with applications and examples /$$cEmilio Sulis, Kuldar Taveter.
001447956 264_1 $$aCham :$$bSpringer,$$c[2022]
001447956 264_4 $$c©2022
001447956 300__ $$a1 online resource (xx, 182 pages) :$$billustrations (chiefly color)
001447956 336__ $$atext$$btxt$$2rdacontent
001447956 337__ $$acomputer$$bc$$2rdamedia
001447956 338__ $$aonline resource$$bcr$$2rdacarrier
001447956 504__ $$aIncludes bibliographical references.
001447956 5050_ $$aPart I: Introduction and Background -- 1. Introducing Agent-Based Simulation for the Business Processes -- 2. The Analysis of Business Processes -- 3. Agents and Organization Studies -- Part II: The Agent-Based Perspective -- 4. Agent-Based Simulation with NetLogo -- 5. Agent-Oriented Modeling -- 6. The Agent-Based Business Process Simulation Approach -- Part III: Agent-Based Modeling for Business Process Management -- 7. Multi-Agent Systems and Business Process Management -- 8. Practical Applications -- 9. Beyond Process Simulation.
001447956 506__ $$aAccess limited to authorized users.
001447956 520__ $$aThis book provides a conceptual clarification of the interconnections between agent-based modeling and business process management (BPM) and presents practical examples of agent-based models dealing with BPM and simulation in NetLogo. The book is structured in three parts. Part I starts with the motivation for the work and introduces the general structure of the book. Next, chapter 2 provides a brief introduction to main BPM concepts including the business process lifecycle, which describes the analysis of an organization by means of modeling and simulation, business process performance indicators, and the automatic extraction of information from event data. Chapter 3 then offers a summary of the concept of agent and the studies concerning agent-based approaches that involve business process analysis and management studies. Part II of the book introduces in chapter 4 the NetLogo tool adopted throughout the remaining book. After that, chapter 5 focuses on agent-oriented modeling as a problem domain analysis and design approach for creating decision-support systems based on agent-based simulations. Chapter 6 further describes the topic of agent-based modeling and simulation for business process analysis. The final part III starts with chapter 7 that reviews some BPM applications by introducing programs enabling to manage models represented in standard formats, such as BPMN, Petri nets, and the eXtensible Event Stream standard language. Subsequently, chapter 8 describes a number of case studies from different areas, and eventually, chapter 9 introduces some examples of advanced topics of process mining and agent-based simulation with process discovery, conformance checking, and agent-based applications utilizing Petri nets. The book is primarily written for researchers and advanced graduate and PhD students who look for an introduction to the fruitful exploitation of agent-based modeling to business process management. The book is also useful for industry practitioners who are interested in supporting their business decisions with computational simulations. The book is complemented by a dedicated web site with lots of additional details and models in NetLogo for further evaluation by the reader.
001447956 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed July 5, 2022).
001447956 650_0 $$aWorkflow$$xManagement.
001447956 650_0 $$aMultiagent systems.
001447956 650_0 $$aBusiness$$xData processing.
001447956 655_0 $$aElectronic books.
001447956 7001_ $$aTaveter, Kuldar,$$eauthor.
001447956 77608 $$iPrint version:$$aSulis, Emilio$$tAgent-Based Business Process Simulation$$dCham : Springer International Publishing AG,c2022$$z9783030988159
001447956 852__ $$bebk
001447956 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-030-98816-6$$zOnline Access$$91397441.1
001447956 909CO $$ooai:library.usi.edu:1447956$$pGLOBAL_SET
001447956 980__ $$aBIB
001447956 980__ $$aEBOOK
001447956 982__ $$aEbook
001447956 983__ $$aOnline
001447956 994__ $$a92$$bISE