Status and Future of Process Mining: From Process Discovery to Process Execution
نویسندگان
چکیده
Abstract During the last two decades Process Mining has seen a rapid global adoption: first in academics and then corporate business. It evolved into foundational technology, allowing users to discover actual process flows with unprecedented transparency, speed, detail. In business environment no purpose of its own, but companies leverage it identify inefficiencies, improve execution ultimately drive value. discovery transparency does not provide immediate value, requires specific use cases combined human intelligence deploy levers for improvement. this article we argue that future focus evolution shall on lateral expansion - i.e. further processes discoveries vertically by enhancing depth added value artificial intelligence, proactive predictive enablement other which boost execution. essence, should be deploying smarter technologies driving areas where shown impact.
منابع مشابه
a study on the design of bio-ethanol process from date wastes of sistan and baluchistan province
اتانول کاربردهای متنوعی در صنایع لاستیک سازی، رنگسازی، حلالها ومکمل سوخت خودرو دارد. اتانول برخلاف نفت از جمله مواد تجدیدپذیر محسوب می شود که مشکلات زیست محیطی و آلودگی نیز ایجاد نمی کند. استفاده از اتانول به عنوان مکمل سوختخودروها از جمله مهمترین مصارف صنعتی این ماده بشمار می رود. با توجه به این موضوع تحقیق و توسعه در زمینه تولید اتانول با درجه خلوص بالا در سطح جهان، و نه تنها در کشور های پیشر...
Mining Process Execution and Outcomes - Position Paper
Organizational processes in general and patient-care processes in particular, change over time. This may be in response to situations unpredicted by a predefined business process model (or clinical guideline), or as a result of new knowledge which has not yet been incorporated into the model. Process mining techniques enable capturing process changes, evaluating the gaps between the predefined ...
متن کاملSubgroup Discovery in Process Mining
Process mining enables multiple types of process analysis based on event data. In many scenarios, there are interesting subsets of cases that have deviations or that are delayed. Identifying such subsets and comparing process mining results is a key step in any process mining project. We aim to find the statistically most interesting patterns of a subset of cases. These subsets can be created b...
متن کاملEhr Business Process Management: from Process Mining to Process Improvement to Process Usability
Process mining of event log data from electronic health records (EHRs) promises new methods to systematically improve EHR-mediated patient care processes and workflow usability. Process mining is part of a larger front of process-aware business process management (BPM) technology diffusing into the healthcare information technology (HIT) industry. Process mining can discover evidence-based proc...
متن کاملBeyond Process Mining: From the Past to Present and Future
Traditionally, process mining has been used to extract models from event logs and to check or extend existing models. This has shown to be useful for improving processes and their IT support. Process mining based on historic information hidden in event logs often provides surprising insights for managers, system developers, auditors, and end users. However, thus far, process mining is mainly us...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Lecture notes in business information processing
سال: 2022
ISSN: ['1865-1348', '1865-1356']
DOI: https://doi.org/10.1007/978-3-031-08848-3_13