The main goal of this book is to explain the core ideas of process mining, and to demonstrate how they can be implemented using just some basic tools that are available to any computer scientist or data scientist. It ...
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ISBN:
(数字)9783030418199
ISBN:
(纸本)9783030418182
The main goal of this book is to explain the core ideas of process mining, and to demonstrate how they can be implemented using just some basic tools that are available to any computer scientist or data scientist. It describes how to analyze event logs in order to discover the behavior of real-world business processes. The end result can often be visualized as a graph, and the book explains how to use Python and Graphviz to render these graphs intuitively. Overall, it enables the reader to implement process mining techniques on his or her own, independently of any specific process mining tool. An introduction to two popular process mining tools, namely Disco and ProM, is also provided. In this second edition the code snippets have been updated to Python 3, and some smaller errors have been corrected.;The book will be especially valuable for self-study or as a precursor to a more advanced text. Practitioners and students will be able to follow along on their own, even if they have no prior knowledge of the topic. After reading this book, they will be able to more confidently proceed to the research literature if needed.
This book constitutes revised and extended versions of the best papers from the 10th Conference on Information Systems Management (ISM 2015) and 13th Conference on Advanced Information Technologies for Management (AIT...
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ISBN:
(数字)9783319305288
ISBN:
(纸本)9783319305271
This book constitutes revised and extended versions of the best papers from the 10th Conference on Information Systems Management (ISM 2015) and 13th Conference on Advanced Information Technologies for Management (AITM 2015), held in Lodz, Poland, September 2015 as part of the Federated Conference on computer Science and Information Systems (FedCSIS 2015).;These events constitute a forum for the exchange of ideas for practitioners and theorists working in the broad area of information systems management in organizations and to present and discuss the current issues of IT in business appl.cations.;The 11 full papers included in this volume were carefully reviewed and selected originally 54 submissions. They focus on knowledge management systems; information technology for business and public organizations; and evaluation of information systems.
This book constitutes the refereed proceedings of the 14th IFIP WG 5.5 Working Conference on Virtual Enterprises, PRO-VE 2013, held in Dresden, Germany, in September/October 2013. The 75 revised papers were carefully ...
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ISBN:
(数字)9783642405433
ISBN:
(纸本)9783642405426;9783662524978
This book constitutes the refereed proceedings of the 14th IFIP WG 5.5 Working Conference on Virtual Enterprises, PRO-VE 2013, held in Dresden, Germany, in September/October 2013. The 75 revised papers were carefully selected for inclusion in this volume. They provide a comprehensive overview of identified challenges and recent advances in various collaborative network (CN) domains and their appl.cations with a particular focus on the support for reindustrialization. The papers have been organized in the following topical sections: product-service ecosystems; innovation in networks; strategies to build collaborative networks; collaboration related processes and performance; models and meta-models of collaboration; cloud-based support to collaborative networks; collaborative platforms; services and service design; sustainable collaborative networks; event-driven collaborative networks; social-semantic enterprise; and risks and trust.
These papers, which are included in the proceedings, address many themes related to the theory and appl.cation of case-based reasoning and its future direction. Topics included multiple papers on textual CBR and a num...
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ISBN:
(数字)9783030010812
ISBN:
(纸本)9783030010805
These papers, which are included in the proceedings, address many themes related to the theory and appl.cation of case-based reasoning and its future direction. Topics included multiple papers on textual CBR and a number of cognitive and human oriented papers as well as hybrid research between CBR and machine learning.
This book constitutes the refereed proceedings of the 13th Pacific-Asia Conference on Knowledge Discovery and data Mining, PAKDD 2009, held in Bangkok, Thailand, in April 2009. The 39 revised full papers and 73 revise...
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ISBN:
(数字)9783642013072
ISBN:
(纸本)9783642013065
This book constitutes the refereed proceedings of the 13th Pacific-Asia Conference on Knowledge Discovery and data Mining, PAKDD 2009, held in Bangkok, Thailand, in April 2009. The 39 revised full papers and 73 revised short papers presented together with 3 keynote talks were carefully reviewed and selected from 338 submissions. The papers present new ideas, original research results, and practical development experiences from all KDD-related areas including data mining, data warehousing, machine learning, databases, statistics, knowledge acquisition, automatic scientific discovery, data visualization, causal induction, and knowledge-based systems.
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