Workflow Mining Application to Ambient Intelligence Behavior Modeling
نویسندگان
چکیده
The handmade human behavior modeling requires too many human resources and for too long a time. In addition, the final result does probably not reflect the current status of the person due to the influence of time. The use on Workflow Mining techniques to infer human behavior models from past executions of actions can be a solution to this problem. In this paper, a Human Behavior modeling methodology based on Workflow Mining Techniques is
منابع مشابه
A Process Model for Workflow Mining
Numerous type of information systems record event data about executed tasks. Workflow mining is concerned with the origin of a graphical workflow model out of this data. Workflow mining is a highly interactive process. The mining expert repeatedly approaches the result by changing the parameter of the mining tool and verifying the mined models. The modeling of business process in a computerized...
متن کاملA Framework for Modeling and Analysis of Ambient Agent Systems: Application to an Emergency Case
It is recognized in Ambient Intelligence that ambient devices should be modeled as intelligent autonomous components rather than passive information sources. The agent paradigm suits well for representation of both intelligent ambient devices and humans. However, modeling complex cognitive dynamics from which intelligent behavior of agents emerges is not trivial. In this paper a formal framewor...
متن کاملA Novel Assisted History Matching Workflow and its Application in a Full Field Reservoir Simulation Model
The significant increase in using reservoir simulation models poses significant challenges in the design and calibration of models. Moreover, conventional model calibration, history matching, is usually performed using a trial and error process of adjusting model parameters until a satisfactory match is obtained. In addition, history matching is an inverse problem, and hence it may have non-uni...
متن کاملData Analytics as Data: A Semantic Workflow Approach
By treating the end-to-end data science workflow as data itself and through the conceptual modeling of the goals and functional intent of the data analyst, the entire process of data analytics becomes open and accessible to the powerful tools of artificial intelligence, machine learning, statistics, and data mining. We examine the fundamental questions and capabilities that must be addressed to...
متن کاملBusiness Process Collaboration Using Semantic Interoperability: Review and Framework
Business process collaboration is one of the most significant factors driving today’s global business development. Researches and applications such as business process modeling, workflow interoperability, web service and ambient intelligence have been involved in this area. However, a holistic understanding is missing. To clarify the requirements and build a research foundation for business pro...
متن کامل