Rules-based process mining to discover PLM system processes

نویسندگان

چکیده

The value of product lifecycle management systems (PLMS) is more and recognised by companies its use current has enormously increased. It mainly used during the design when different roles collaborate for sharing models, take review decisions, approve or reject preliminary results. Often, have a general 'picture' about processes involving PLMS (who performs an activity, it performed, what done) but this knowledge can be reinforced, improved modified using process mining. Here extracted from event logs, model-aware analytics are generated to evaluate modelled, known executed process. business rules filter logs verify impact on mining metrics minimise divergences between modelled actual improve resulting quality metrics. results help users identify lines investigation deviations expected behaviour propose improvement measures.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Data Mining Based Decision Support System to Support Association Rules

Modern organizations use several types of decision support systems to facilitate decision support. In many cases OLAP based tools are used in the business area enabling multiple views on data and through that a deductive approach to data analysis. Data mining extends the possibilities for decision support by discovering patterns and relationships hidden in data and therefore enabling an inducti...

متن کامل

Employing data mining to explore association rules in drug addicts

Drug addiction is a major social, economic, and hygienic challenge that impacts on all the community and needs serious threat. Available treatments are successful only in short-term unless underlying reasons making individuals prone to the phenomenon are not investigated. Nowadays, there are some treatment centers which have comprehensive information about addicted people. Therefore, given the ...

متن کامل

Process oriented framework to support PLM implementation

Product Lifecycle Management (PLM) innovates as it defines both the product as a central element to aggregate enterprise information and the lifecycle as a new time dimension for information integration and analysis. Because of its potential benefits to shorten innovation lead-times and to reduce costs, PLM has attracted a lot of attention at industry and at research. However, the current PLM i...

متن کامل

Time-Based Label Refinements to Discover More Precise Process Models

Process mining is a research field focused on the analysis of event data with the aim of extracting insights related to dynamic behavior. Applying process mining techniques on data from smart home environments has the potential to provide valuable insights in (un)healthy habits and to contribute to ambient assisted living solutions. Finding the right event labels to enable the application of pr...

متن کامل

Discovering Business Rules through Process Mining

Business rules guide the operation of an organization, thus its documentation provides an important source of information both for developing technological solutions (information systems, databases)and for evaluating information systems implementations. Despite its importance, manual creation and maintenance of business rule documentation is very costly, and practically infeasible in complex or...

متن کامل

ذخیره 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: International Journal of Product Lifecycle Management

سال: 2021

ISSN: ['1743-5129', '1743-5110']

DOI: https://doi.org/10.1504/ijplm.2021.116209