improving mining process

Towards Improving the Representational Bias of Process …

2017-4-27 · Process mining techniques can help organizations facing such challenges by exploiting hidden knowledge in event logs. Process mining is an emerging research discipline that provides techniques to discover, monitor and improve processes based on event data [4]. Starting point for process mining is an event log. All process mining tech-

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Analyzing and improving multi-robot missions by using ...

2017-11-27 · 3 Process mining Process mining is a discipline that involves the discovery, evaluation and improvement of process models through the information collected by event logs (Van der Aalst 2011). Therefore, this discipline can be located between the con-ventional process analysis and modeling, and the modern techniques of data mining.

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Process Mining as a Means of Improving the …

2021-1-1 · As a result of the process mining, the following tasks are solved (Ingvaldsen and Gulla, 2012): ï‚· “What is really happening?†- opening process; ï‚· “Are we doing what has been agreed?†- verification of compliance; ï‚· “Where are the bottlenecks?†- analysis of effectiveness; ï‚· …

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Top 26 Process Mining Software of 2021: In-Depth …

Process mining software enable process improvement and automation since detailed data in process logs help identify process inefficiencies and automatable processes. Without these insights, automation projects can focus on the wrong processes, partially automate processes or automate processes that have not been fully optimized.

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Improving mining productivity: Is process mineralogy …

2014-8-1 · Improving mining productivity: Is process mineralogy one of the keys? ZEISS Mineralogic-Mining: a new automated mineralogy system on the market July 29, 2014. MinAssist sponsorship of Process Mineralogy ''14 August 4, 2014. Published by Dr Will Goodall on August 1, 2014. Categories .

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Process improvement through data mining

2021-7-10 · One of the key benefits of data mining is that it is fundamentally applicable to any process and helps improve the flexibility and efficiency of operations. Thus, data use in manufacturing facilitates schedule adherence, monitoring automation, modeling for …

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Measurement and proposal of improving Marketing …

2019-5-1 · Measurement and proposal of improving Marketing Process to improve the Quality of Aftersales Services with Fuzzy Quality Function Deployment and Data Mining Methods in OV Agency. R Fitriana 1, W Kurniawan 1 and M R Anwar 1. Published under licence by IOP Publishing Ltd

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Process Mining (Manifesto)

2  · The process might be changing while under analysis. Understanding such concept drifts is of prime importance for process management. C5: Improving the representational bias used for process discovery A careful and refined selection of the representational bias is necessary to ensure high-quality process-mining results. C6: Balancing between

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Improving Productive Processes Using a Process …

2018-5-17 · Ribeiro R., Analide C., Belo O. (2018) Improving Productive Processes Using a Process Mining Approach. In: Rocha Á., Adeli H., Reis L., Costanzo S. (eds) Trends and Advances in Information Systems and Technologies. WorldCIST''18 2018. Advances in Intelligent Systems and Computing, vol 746. Springer, Cham. https://doi /10.1007/978-3-319-77712-2_69

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PROCESS MINING LIVE

2021-5-20 · PROCESS MINING LIVE- SPEAKER SPOTLIGHT: Improving Customer Experience Excellence using Process Mining Speaker Presentation Process Mining Courtesy of BPM-D ''s Caitlin Thomas & Rakesh Gusain, below is a transcript of his speaking session on ''Improving Customer Experience Excellence using Process Mining'' to Build a Thriving Enterprise that took ...

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Process Mining: Discovering and Improving Spaghetti and ...

2018-1-16 · Process Mining: Discovering and Improving Spaghetti and Lasagna Processes Wil M.P. van der Aalst Department of Mathematics and Computer Science, Eindhoven University of Technology - The Netherlands Email: [email protected] Abstract—Process mining is an emerging discipline providing comprehensive sets of tools to provide fact-based ...

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[PDF] Improving process models by mining mappings …

While it is possible to analyze the run-time behavior of a business process through process mining techniques, in practice there is often a gap between the low-level nature of the events recorded in an event log and the high-level of abstraction at which the process is modeled. This makes it difficult to understand the recorded behavior in terms of the high-level activities in the process model.

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Process mining: discovering and improving Spaghetti …

Abstract: Process mining is an emerging discipline providing comprehensive sets of tools to provide fact-based insights and to support process improvements. This new discipline builds on process model-driven approaches and data mining.

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Spatial modelling tools in mining areas for improving ...

Spatial modelling t ools in mining are as for improving m ining process . Veiko Karu . Tallinn Universit y of Tec hnology . [email protected] Abstract . Mine planning will start with crea ting ...

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Improve the real process with Process Mining

Improve the real process with Process Mining. Improving process efficiency is an essential part of digital transformation. Within this transformation, process automation is the crucial, last part. To reap the benefits of that, you must have insight into the process, be able to …

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Process improvement through data mining

2021-7-10 · Process improvement through data mining. The role of data in manufacturing has always been understated or unstated. The way companies cope with quality improvement has been transformed by new forms of data use and data analytics. The …

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Process Mining: Discovering and Improving Spaghetti and ...

2018-1-16 · Agoal-drivenprocess mining project aspires to improvea process with respect to particular KPIs, e.g., costreduction or improved response times. For an organization without much process mining experienceit is best to start with a question-driven project. Concretequestions help to scope the project and guide data extractionefforts.

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Continuous Improvement Strategies in the Mining Industry.

2015-1-13 · • Working in the Mining/Manufacturing industry for 28 years, all but 2 years in Sk. • U of S, BSc. Chem. Eng., 1986. Edwards School of Business MBA, 2011. • Been involved in major projects, operations management, and quality initiatives, including ISO 9000 certifications, and Business Process Re-engineering efforts.

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Improving Interactivity in Multidimensional Process …

2017-8-22 · Improving Interactivity in Multidimensional Process Mining: The Interactive PMCube Explorer Tool Thomas Vogelgesang Department of Computer Science University of Oldenburg, Germany [email protected] Abstract. Process mining is a …

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Improving Operational Efficiency with RPA Process …

2020-1-23 · Using RPA process mining core operations can be accurately analyze the root cause of delays can be quickly identified. Identification of operations also aids in staying ahead of the competition and gaining value over competitors. Improving Customer Experience. Using RPA Process Mining services attracts greater traffic with quality customer ...

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Improving the software development process by …

2014-2-14 · Improving the software development process by Mining Software Repositories Introduction "Don''t program on Fridays" was one of the conclusions drawn from a Mining Software repositories (MSR) study carried out by [8] on which all changes and bugs for two large open-source projects (Eclipse and Mozilla) were extracted and analysed.

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Process mining with real world financial loan …

2018-12-31 · Process mining with real world financial loan applications: Improving inference on incomplete event logs Catarina Moreira, Conceptualization, Data curation, Formal analysis, Methodology, Validation, Writing – original draft, 1, 3, * Emmanuel Haven, Writing – review & editing, 2 Sandro Sozzo, Writing – review & editing, 1 and ...

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Spatial modelling tools in mining areas for improving ...

Mining waste reduction methods include all mining processes beginning from resource dis-tribution until final yield in the plant.

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Context Aware Trace Clustering: Towards Improving …

2018-9-18 · Process mining techniques can deliver valuable, factual insights into how processes are being executed in real life. Process mining refers to the extraction of process models from event logs [1]. An event log corresponds to a bag of process instances of a business process. A pro-cess instance is manifested as a trace (a trace is deflned

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Process Improvement in the Mining Industry

2010-8-28 · 30 Monument Square. Suite 300. Concord, MA 01742 (978) 369-2944. Prepared by. Process Improvement in the Mining Industry. Processes, Tools, Techniques and Results

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Towards Improving the Representational Bias of Process …

2017-4-27 · Mining. 1st International Symposium on Data-Driven Process Discovery and Analysis (SIMPDA), Jun 2011, Campione d''Italia, Italy. pp.39-54, ￿10.1007/978-3-642-34044-4_3￿. ￿hal-01515548￿ Towards Improving theRepresentational Bias of

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Process mining: discovering and improving Spaghetti …

2011-4-15 · Process mining: discovering and improving Spaghetti and Lasagna processes. Abstract: Process mining is an emerging discipline providing comprehensive sets of tools to provide fact-based insights and to support process improvements. This new discipline builds on process model-driven approaches and data mining.

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Process Mining | Improving processes | Data Mining …

Process Mining solutions are focused on improving both organizational performance and the compliance requirements employees are expected to meet. Process Mining is also the hinge between process model analysis (simulation, verification, optimization, gaming, etc.) and data-oriented analysis (Data Mining, Machine Learning, and Business Intelligence).

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Process Mining – Recognizing and Understanding …

Process Mining – Recognizing and Understanding means Improving June 27, 2018 Sabine Rudolf Industry 4.0, business intelligence, big data, data mining and now process mining – terms that affect our working world on a daily basis.

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Process Mining – Recognizing and Understanding …

The solution: process mining as a basis for business process optimization. Process mining is a way of investigating processes that are steadily becoming faster and more …

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(PDF) Improving Process Mining: a Data Loss …

Improving Process Mining: a Data Loss Prevention System case study F. Zavatarelli IntroductionBusiness Process Intelligence (BPI) is a research area that is quickly gaining interest and importance: it refers to the application of various measurement and analysis techniques both at design and at run-time in the area of business process management.

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Towards Improving the Representational Bias of …

Process mining techniques are able to extract knowledge from event logs commonly available in today''s information systems. These techniques provide new means to discover, monitor, and improve processes in a variety of application domains. Process discovery—discovering a process model from example behavior recorded in an event log—is one of the most challenging tasks in process mining.

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Improving process models by mining mappings of low …

2014-5-29 · an approach for improving process models which has the hierarchical Markov model at its core. Through a combination of process mining and agent-based simulation, we described how a process model can be mined and improved iteratively, where at each step a new event log is generated by agent-based simulation.

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