Process Mining In Action

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Process Mining In Action

Author : Lars Reinkemeyer
ISBN : 303040174X
Genre : Computers
File Size : 45.49 MB
Format : PDF
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This book describes process mining use cases and business impact along the value chain, from corporate to local applications, representing the state of the art in domain know-how. Providing a set of industrial case studies and best practices, it complements academic publications on the topic. Further the book reveals the challenges and failures in order to offer readers practical insights and guidance on how to avoid the pitfalls and ensure successful operational deployment. The book is divided into three parts: Part I provides an introduction to the topic from fundamental principles to key success factors, and an overview of operational use cases. As a holistic description of process mining in a business environment, this part is particularly useful for readers not yet familiar with the topic. Part II presents detailed use cases written by contributors from a variety of functions and industries. Lastly, Part III provides a brief overview of the future of process mining, both from academic and operational perspectives. Based on a solid academic foundation, process mining has received increasing interest from operational businesses, with many companies already reaping the benefits. As the first book to present an overview of successful industrial applications, it is of particular interest to professionals who want to learn more about the possibilities and opportunities this new technology offers. It is also a valuable resource for researchers looking for empirical results when considering requirements for enhancements and further developments.
Category: Computers

Process Mining

Author : Wil M. P. van der Aalst
ISBN : 9783662498514
Genre : Computers
File Size : 90.50 MB
Format : PDF, ePub
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This is the second edition of Wil van der Aalst’s seminal book on process mining, which now discusses the field also in the broader context of data science and big data approaches. It includes several additions and updates, e.g. on inductive mining techniques, the notion of alignments, a considerably expanded section on software tools and a completely new chapter of process mining in the large. It is self-contained, while at the same time covering the entire process-mining spectrum from process discovery to predictive analytics. After a general introduction to data science and process mining in Part I, Part II provides the basics of business process modeling and data mining necessary to understand the remainder of the book. Next, Part III focuses on process discovery as the most important process mining task, while Part IV moves beyond discovering the control flow of processes, highlighting conformance checking, and organizational and time perspectives. Part V offers a guide to successfully applying process mining in practice, including an introduction to the widely used open-source tool ProM and several commercial products. Lastly, Part VI takes a step back, reflecting on the material presented and the key open challenges. Overall, this book provides a comprehensive overview of the state of the art in process mining. It is intended for business process analysts, business consultants, process managers, graduate students, and BPM researchers.
Category: Computers

Process Mining A Complete Guide 2020 Edition

Author : Gerardus Blokdyk
ISBN : 0655928995
Genre :
File Size : 35.13 MB
Format : PDF, ePub, Docs
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Process discovery; What is the process? Does process mining add to internal auditing? Why is process mining important? Where is process mining applied in shared services functions? What is the functionality in existing tools that is most useful? This easy Process Mining self-assessment will make you the established Process Mining domain assessor by revealing just what you need to know to be fluent and ready for any Process Mining challenge. How do I reduce the effort in the Process Mining work to be done to get problems solved? How can I ensure that plans of action include every Process Mining task and that every Process Mining outcome is in place? How will I save time investigating strategic and tactical options and ensuring Process Mining costs are low? How can I deliver tailored Process Mining advice instantly with structured going-forward plans? There's no better guide through these mind-expanding questions than acclaimed best-selling author Gerard Blokdyk. Blokdyk ensures all Process Mining essentials are covered, from every angle: the Process Mining self-assessment shows succinctly and clearly that what needs to be clarified to organize the required activities and processes so that Process Mining outcomes are achieved. Contains extensive criteria grounded in past and current successful projects and activities by experienced Process Mining practitioners. Their mastery, combined with the easy elegance of the self-assessment, provides its superior value to you in knowing how to ensure the outcome of any efforts in Process Mining are maximized with professional results. Your purchase includes access details to the Process Mining self-assessment dashboard download which gives you your dynamically prioritized projects-ready tool and shows you exactly what to do next. Your exclusive instant access details can be found in your book. You will receive the following contents with New and Updated specific criteria: - The latest quick edition of the book in PDF - The latest complete edition of the book in PDF, which criteria correspond to the criteria in... - The Self-Assessment Excel Dashboard - Example pre-filled Self-Assessment Excel Dashboard to get familiar with results generation - In-depth and specific Process Mining Checklists - Project management checklists and templates to assist with implementation INCLUDES LIFETIME SELF ASSESSMENT UPDATES Every self assessment comes with Lifetime Updates and Lifetime Free Updated Books. Lifetime Updates is an industry-first feature which allows you to receive verified self assessment updates, ensuring you always have the most accurate information at your fingertips.
Category:

Process Mining Complete Self Assessment Guide

Author : Gerardus Blokdyk
ISBN : 0655165940
Genre :
File Size : 50.41 MB
Format : PDF, ePub, Mobi
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What vendors make products that address the Process mining needs? Does Process mining analysis show the relationships among important Process mining factors? Who is the main stakeholder, with ultimate responsibility for driving Process mining forward? Why is it important to have senior management support for a Process mining project? How do we go about Comparing Process mining approaches/solutions? This astounding Process mining self-assessment will make you the entrusted Process mining domain assessor by revealing just what you need to know to be fluent and ready for any Process mining challenge. How do I reduce the effort in the Process mining work to be done to get problems solved? How can I ensure that plans of action include every Process mining task and that every Process mining outcome is in place? How will I save time investigating strategic and tactical options and ensuring Process mining costs are low? How can I deliver tailored Process mining advice instantly with structured going-forward plans? There's no better guide through these mind-expanding questions than acclaimed best-selling author Gerard Blokdyk. Blokdyk ensures all Process mining essentials are covered, from every angle: the Process mining self-assessment shows succinctly and clearly that what needs to be clarified to organize the required activities and processes so that Process mining outcomes are achieved. Contains extensive criteria grounded in past and current successful projects and activities by experienced Process mining practitioners. Their mastery, combined with the easy elegance of the self-assessment, provides its superior value to you in knowing how to ensure the outcome of any efforts in Process mining are maximized with professional results. Your purchase includes access details to the Process mining self-assessment dashboard download which gives you your dynamically prioritized projects-ready tool and shows you exactly what to do next. Your exclusive instant access details can be found in your book.
Category:

Process Mining A Complete Guide 2019 Edition

Author : Gerardus Blokdyk
ISBN : 0655538968
Genre :
File Size : 52.1 MB
Format : PDF, ePub, Docs
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Do tools provide operational support (on-the-fly discovery, prediction, checking, recommendations)? How do you compare process variants in different organizations (cross-organizational mining)? What are the consequences of the different data quality levels on certain process analysises? What are the essential functionalities of a Process mining tool for the casual business user? Integration: Merging data sources; How do you deal with large blobs full of free text? This easy Process mining self-assessment will make you the accepted Process mining domain specialist by revealing just what you need to know to be fluent and ready for any Process mining challenge. How do I reduce the effort in the Process mining work to be done to get problems solved? How can I ensure that plans of action include every Process mining task and that every Process mining outcome is in place? How will I save time investigating strategic and tactical options and ensuring Process mining costs are low? How can I deliver tailored Process mining advice instantly with structured going-forward plans? There's no better guide through these mind-expanding questions than acclaimed best-selling author Gerard Blokdyk. Blokdyk ensures all Process mining essentials are covered, from every angle: the Process mining self-assessment shows succinctly and clearly that what needs to be clarified to organize the required activities and processes so that Process mining outcomes are achieved. Contains extensive criteria grounded in past and current successful projects and activities by experienced Process mining practitioners. Their mastery, combined with the easy elegance of the self-assessment, provides its superior value to you in knowing how to ensure the outcome of any efforts in Process mining are maximized with professional results. Your purchase includes access details to the Process mining self-assessment dashboard download which gives you your dynamically prioritized projects-ready tool and shows you exactly what to do next. Your exclusive instant access details can be found in your book. You will receive the following contents with New and Updated specific criteria: - The latest quick edition of the book in PDF - The latest complete edition of the book in PDF, which criteria correspond to the criteria in... - The Self-Assessment Excel Dashboard - Example pre-filled Self-Assessment Excel Dashboard to get familiar with results generation - In-depth and specific Process mining Checklists - Project management checklists and templates to assist with implementation INCLUDES LIFETIME SELF ASSESSMENT UPDATES Every self assessment comes with Lifetime Updates and Lifetime Free Updated Books. Lifetime Updates is an industry-first feature which allows you to receive verified self assessment updates, ensuring you always have the most accurate information at your fingertips.
Category:

Process Mining

Author : Gerard Blokdyk
ISBN : 1977718248
Genre :
File Size : 39.9 MB
Format : PDF, ePub, Mobi
Download : 772
Read : 185

This astounding Process mining self-assessment will make you the accepted Process mining domain assessor by revealing just what you need to know to be fluent and ready for any Process mining challenge. How do I reduce the effort in the Process mining work to be done to get problems solved? How can I ensure that plans of action include every Process mining task and that every Process mining outcome is in place? How will I save time investigating strategic and tactical options and ensuring Process mining opportunity costs are low? How can I deliver tailored Process mining advise instantly with structured going-forward plans? There's no better guide through these mind-expanding questions than acclaimed best-selling author Gerard Blokdyk. Blokdyk ensures all Process mining essentials are covered, from every angle: the Process mining self-assessment shows succinctly and clearly that what needs to be clarified to organize the business/project activities and processes so that Process mining outcomes are achieved. Contains extensive criteria grounded in past and current successful projects and activities by experienced Process mining practitioners. Their mastery, combined with the uncommon elegance of the self-assessment, provides its superior value to you in knowing how to ensure the outcome of any efforts in Process mining are maximized with professional results. Your purchase includes access to the $249 value Process mining self-assessment dashboard download which gives you your dynamically prioritized projects-ready tool and shows your organization exactly what to do next. Your exclusive instant access details can be found in your book.
Category:

Interactive Process Mining In Healthcare

Author : Carlos Fernandez-Llatas
ISBN : 9783030539931
Genre : Medical
File Size : 50.59 MB
Format : PDF, Kindle
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This book provides a practically applicable guide to the methodologies and technologies for the application of interactive process mining paradigm. Case studies are presented where this paradigm has been successfully applied in emergency medicine, surgery processes, human behavior modelling, strokes and outpatients’ services, enabling the reader to develop a deep understanding of how to apply process mining technologies in healthcare to support them in inferring new knowledge from past actions, and providing accurate and personalized knowledge to improve their future clinical decision-making. Interactive Process Mining in Healthcare comprehensively covers how machine learning algorithms can be utilized to create real scientific evidence to improve daily healthcare protocols, and is a valuable resource for a variety of health professionals seeking to develop new methods to improve their clinical decision-making.
Category: Medical

Process Mining In Healthcare

Author : Ronny S. Mans
ISBN : 9783319160719
Genre : Computers
File Size : 27.77 MB
Format : PDF, Docs
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What are the possibilities for process mining in hospitals? In this book the authors provide an answer to this question by presenting a healthcare reference model that outlines all the different classes of data that are potentially available for process mining in healthcare and the relationships between them. Subsequently, based on this reference model, they explain the application opportunities for process mining in this domain and discuss the various kinds of analyses that can be performed. They focus on organizational healthcare processes rather than medical treatment processes. The combination of event data and process mining techniques allows them to analyze the operational processes within a hospital based on facts, thus providing a solid basis for managing and improving processes within hospitals. To this end, they also explicitly elaborate on data quality issues that are relevant for the data aspects of the healthcare reference model. This book mainly targets advanced professionals involved in areas related to business process management, business intelligence, data mining, and business process redesign for healthcare systems as well as graduate students specializing in healthcare information systems and process analysis.
Category: Computers

Data Driven Process Discovery And Analysis

Author : Paolo Ceravolo
ISBN : 9783030116385
Genre : Computers
File Size : 47.24 MB
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This book constitutes the revised selected papers from the 7th IFIP WG 2.6 International Symposium on Data-Driven Process Discovery and Analysis, SIMPDA 2017, held in Neuchatel, Switzerland, in December 2017. The 6 papers presented in this volume were carefully reviewed and selected from 19 submissions. They cover theoretical issues related to process representation, discovery, and analysis or provide practical and operational examples of their application.
Category: Computers

Innovations In Big Data Mining And Embedded Knowledge

Author : Anna Esposito
ISBN : 9783030159399
Genre : Technology & Engineering
File Size : 82.41 MB
Format : PDF, ePub, Docs
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This book addresses the usefulness of knowledge discovery through data mining. With this aim, contributors from different fields propose concrete problems and applications showing how data mining and discovering embedded knowledge from raw data can be beneficial to social organizations, domestic spheres, and ICT markets. Data mining or knowledge discovery in databases (KDD) has received increasing interest due to its focus on transforming large amounts of data into novel, valid, useful, and structured knowledge by detecting concealed patterns and relationships. The concept of knowledge is broad and speculative and has promoted epistemological debates in western philosophies. The intensified interest in knowledge management and data mining stems from the difficulty in identifying computational models able to approximate human behaviors and abilities in resolving organizational, social, and physical problems. Current ICT interfaces are not yet adequately advanced to support and simulate the abilities of physicians, teachers, assistants or housekeepers in domestic spheres. And unlike in industrial contexts where abilities are routinely applied, the domestic world is continuously changing and unpredictable. There are challenging questions in this field: Can knowledge locked in conventions, rules of conduct, common sense, ethics, emotions, laws, cultures, and experiences be mined from data? Is it acceptable for automatic systems displaying emotional behaviors to govern complex interactions based solely on the mining of large volumes of data? Discussing multidisciplinary themes, the book proposes computational models able to approximate, to a certain degree, human behaviors and abilities in resolving organizational, social, and physical problems. The innovations presented are of primary importance for: a. The academic research community b. The ICT market c. Ph.D. students and early stage researchers d. Schools, hospitals, rehabilitation and assisted-living centers e. Representatives from multimedia industries and standardization bodies
Category: Technology & Engineering

Ibpms Intelligent Bpm Systems

Author : Layna Fischer
ISBN : 9780984976461
Genre :
File Size : 81.27 MB
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Intelligent business process management is the next generation of enterprise BPM, leveraging recent technological advances to attain a degree of operational responsiveness not possible with yesterday’s business process platform. Today, companies of all types want faster and better insight into their operations. This growing demand for operational intelligence has given rise to a new, "smarter" variety of business process management suites (BPMSs). An intelligent BPM suite provides the functionality needed to support more intelligent business operations, including real-time analytics, extensive complex event processing (CEP) and business activity monitoring (BAM) technologies and enhanced mobile, social and collaborative capabilities. Dubbed ‘iBPMS” by Gartner Group, who describes the intelligent BPM Suite as having 10 core components: A process orchestration engineA model-driven composition environmentContent interaction managementHuman interaction managementConnectivityActive analytics (sometimes called continuous intelligence)On-demand analyticsBusiness rules management (BRM)Management and administration for the suite’s technical aspectsA process component registry/repository An intelligent BPM suite provides the functionality needed to support more intelligent business operations, including real-time analytics, extensive complex event processing (CEP) and business activity monitoring (BAM) technologies and enhanced mobile, social and collaborative capabilities. The co-authors of this important book describe various aspects and approaches with regard to impact and opportunity.
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Advances In Web Semantics I

Author : Elizabeth J. Chang
ISBN : 9783540897842
Genre : Computers
File Size : 39.65 MB
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The all pervasive web is influencing all aspects of human endeavour. In order to strengthen the description of web resources, so that they are more meaningful to both humans and machines, web semantics have been proposed. These allow better annotation, understanding, search, interpretation and composition of these - sources. The growing importance of these has brought about a great increase in research into these issues. We propose a series of books that will address key issues in web semantics on an annual basis. This book series can be considered as an extended journal published annually. The series will combine theoretical results, standards, and their realizations in applications and implementations. The series is titled “Advances in Web Sem- tics” and will be published periodically by Springer to promote emerging Semantic Web technologies. It will contain the cream of the collective contribution of the Int- national Federation for Information Processing (IFIP) Web Semantics Working Group; WG 2. 12 & WG 12. 4. This book, addressing the current state of the art, is the first in the series. In subsequent years, books will address a particular theme, topic or issue where the greatest advances are being made. Examples of such topics include: (i) process semantics, (ii) web services, (iii) ontologies, (iv) workflows, (v) trust and reputation, (vi) web applications, etc. Periodically, perhaps every five years, there will be a scene-setting state of the art volume.
Category: Computers

Robotic Process Automation

Author : Christian Czarnecki
ISBN : 9783110676693
Genre : Computers
File Size : 43.72 MB
Format : PDF
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This book brings together experts from research and practice. It includes the design of innovative Robot Process Automation (RPA) concepts, the discussion of related research fields (e.g., Artificial Intelligence, AI), the evaluation of existing software products, and findings from real-life implementation projects. Similar to the substitution of physical work in manufacturing (blue collar automation), Robotic Process Automation tries to substitute intellectual work in office and administration processes with software robots (white-collar automation). The starting point for the development of RPA was the observation that – despite the use of process-oriented enterprise systems (such as ERP, CRM and BPM systems) – additional manual activities are still indispensable today. In the RPA approach, these manual activities are learned and automated by software robots, either by defining rules or by observing manual activities. RPA is related to business process management, machine learning, and artificial intelligence. Tools for RPA originated from dedicated stand-alone software. Today, RPA functionalities are also integrated into elaborated process management suites. From a conceptual perspective, RPA can be structured into input components (sensors in the wide sense), an intelligence center, and output components (actuators in the wide sense). From a strategic perspective, the impact of RPA can be related to the support of existing tasks, the complete substitution of human activities, and the innovation of processes as well as business models. At present, high expectations are related to the use of RPA in the improvement of software-supported business processes. Manual activities are learned and automated by software robots that interact with existing applications via the presentation layer. In combination with artificial intelligence (AI) as well as innovative interfaces (e. g., voice recognition) RPA creates a novel level of automation for office and administration processes. Its benefit potential reaches a return on investment (ROI) up-to 800% that is documented in various case studies.
Category: Computers

Intelligent Environments 2019

Author : A. Muñoz
ISBN : 9781614999836
Genre : Computers
File Size : 86.98 MB
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Intelligent Environments (IEs) aim to empower users by enriching their experience, raising their awareness and enhancing their management of their surroundings. The term IE is used to describe the physical spaces where ICT and pervasive technologies are used to achieve specific objectives for the user and/or the environment. The growing IE community, from academia to practitioners, is working on the materialization of IEs driven by the latest technological developments and innovative ideas. This book presents the proceedings of the workshops held in conjunction with the 15th International Conference on Intelligent Environments (IE’19), Rabat, Morocco, 24 – 27 June 2019. The conference focused on the development of advanced intelligent environments, as well as newly emerging and rapidly evolving topics. The workshops included here emphasize multi-disciplinary and transversal aspects of IEs, as well as cutting-edge topics: the 8th International Workshop on the Reliability of Intelligent Environments (WORIE'19); 9th International Workshop on Intelligent Environments Supporting Healthcare and Well-being (WISHWell'19); 5th Symposium on Future Intelligent Educational Environments and Learning (SOFIEE'19); 3rd International Workshop on Intelligent Systems for Agriculture Production and Environment Protection (ISAPEP'19); 3rd International Workshop on Legal Issues in Intelligent Environments (LIIE'19); 1st International Workshop on Intelligent Environments and Buildings (IEB'19); 3rd International Workshop on Citizen-Centric Smart Cities Services (CCSCS'19); and the 4th International Workshop on Smart Sensing Systems (IWSSS'19). The book will be of interest to all those whose work involves the design or application of Intelligent Environments.
Category: Computers

The Semantic Web Eswc 2011 Workshops

Author : Raul Garcia-Castro
ISBN : 9783642259524
Genre : Computers
File Size : 84.96 MB
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This volume constitutes the thoroughly refereed proceedings of 11 international workshops held as part of the 8th Extended Semantic Web Conference, ESWC 2011, in Heraklion, Crete, Greece, in May 2010. The 22 revised full papers presented were carefully reviewed and selected from a total of 75 submissions to the workshops during two rounds of reviewing and improvement. The papers are organized in topical sections on the following workshops: 1st International Workshop on eLearning Approaches for the Linked Data Age, 1st Workshop on High-Performance Computing for the Semantic Web, 3rd International Workshop on Inductive Reasoning and Machine Learning for the Semantic Web, 1st Workshop on Making Sense of Microposts, 1st Workshop on Ontology and Semantic Web for Manufacturing, 1st Workshop on Question Answering over Linked Data, 4th International Workshop on REsource Discovery, 6th International Workshop on Semantic Business Process Management, 1st Workshop on Semantic Publication, 1st Workshop on Semantics in Governance and Policy Modelling, and 1st International Workshop on User Profile Data on the Social Semantic Web.
Category: Computers

Process Mining Techniques In Business Environments

Author : Andrea Burattin
ISBN : 9783319174822
Genre : Computers
File Size : 34.41 MB
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After a brief presentation of the state of the art of process-mining techniques, Andrea Burratin proposes different scenarios for the deployment of process-mining projects, and in particular a characterization of companies in terms of their process awareness. The approaches proposed in this book belong to two different computational paradigms: first to classic "batch process mining," and second to more recent "online process mining." The book encompasses a revised version of the author's PhD thesis, which won the "Best Process Mining Dissertation Award" in 2014, awarded by the IEEE Task Force on Process Mining.
Category: Computers

Business Process Management Forum

Author : Thomas Hildebrandt
ISBN : 9783030266431
Genre : Computers
File Size : 40.65 MB
Format : PDF, ePub, Mobi
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This book constitutes the proceedings of the BPM Forum held during the 17th International Conference on Business Process Management, BPM 2019, which took place in Vienna, Austria, in September 2019. The BPM Forum hosts innovative research which has a high potential of stimulating discussions. The papers selected for the forum are expected to showcase fresh ideas from exciting and emerging topics in BPM, even if they are not yet as mature as the regular papers at the conference. The 13 full papers included in this volume were carefully reviewed and selected from a total of 115 submissions. The papers were organized in topical sections named: specification; execution; analytics; and management.
Category: Computers

Enterprise Business Process And Information Systems Modeling

Author : Terry Halpin
ISBN : 9783642018626
Genre : Business & Economics
File Size : 20.41 MB
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This book contains the proceedings of two long-standing workshops: The 10th International Workshop on Business Process Modeling, Development and Support, BPMDS 2009, and the 14th International Conference on Exploring Modeling Methods for Systems Analysis and Design, EMMSAD 2009, held in connection with CAiSE 2009 in Amsterdam, The Netherlands, in June 2009. The 17 papers accepted for BPMDS 2009 were carefully reviewed and selected from 32 submissions. The topics addressed by the BPMDS workshop are business and goal-related drivers; model-driven process change; technological drivers and IT services; technological drivers and process mining; and compliance and awareness. Following an extensive review process, 16 papers out of 36 submissions were accepted for EMMSAD 2009. These papers cover the following topics: use of ontologies; UML and MDA; ORM and rule-oriented modeling; goal-oriented modeling; alignment and understandability; enterprise modeling; and patterns and anti-patterns in enterprise modeling.
Category: Business & Economics