Business Process Models in the Context of Predictive Process Monitoring
نویسندگان
چکیده
منابع مشابه
Context Based Reasoning in Business Process Models
Modeling approaches often are not adapted to human reasoning: models are ambiguous and imprecise. A same model element may have multiple meanings in different functional roles of a system. Existing modeling approaches do not relate explicitly these functional roles with model elements. A principle that can solve this problem is that model elements should be defined in a context. We believe that...
متن کاملSpecification-Driven Multi-Perspective Predictive Business Process Monitoring (Extended Version)
Predictive analysis in business process monitoring aims at forecasting the future information of a running business process. The prediction is typically made based on the model extracted from historical process execution logs (event logs). In practice, different business domains might require different kinds of predictions. Hence, it is important to have a means for properly specifying the desi...
متن کاملPredictive Business Process Monitoring with Structured and Unstructured Data
Predictive business process monitoring is concerned with continuously analyzing the events produced by the execution of a business process in order to predict as early as possible the outcome of each ongoing case thereof. Previous work has approached the problem of predictive process monitoring when the observed events carry structured data payloads consisting of attribute-value pairs. In pract...
متن کاملA General Framework for Predictive Business Process Monitoring
As organizations gain awareness of the potential business value locked in their process execution event logs, “evidence-based” business process management (BPM) becomes a common tool for process analysts. In contrast to traditional process monitoring techniques which are typically performed using data from running process instances only, predictive evidence-based BPM methods tap also into histo...
متن کاملMonitoring Business Process Interaction
Business process monitoring provides well established means to track the history and state of business processes and to evaluate their performance. However, common techniques and systems lack support of monitoring processes and their interactions with partners, particularly if such processes are not automated or only few events can be detected, rather than a complete log. In this paper, we pres...
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: Revista de Informática Teórica e Aplicada
سال: 2021
ISSN: 2175-2745,0103-4308
DOI: 10.22456/2175-2745.106828