Fast business process similarity search
نویسندگان
چکیده
منابع مشابه
Fast Business Process Similarity Search with Feature-Based Similarity Estimation
Nowadays, business process management plays an important role in the management of organizations. More and more organizations describe their operations as business processes, and the intraand interorganizational interactions between operations as services. It is common for organizations to have collections of hundreds or even thousands of business processes. Consequently, techniques are require...
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Similarity search is a general class of problems in which a given object, called a query object, is compared against a collection of objects in order to retrieve those that most closely resemble the query object. This paper reviews recent work on an instance of this class of problems, where the objects in question are business process models. The goal is to identify process models in a reposito...
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Organizations create collections of hundreds or even thousands of business process models to describe their operations. This chapter explains how graphs can be used as underlying formalism to develop techniques for managing such collections. To this end it defines the business process graph formalism. On this formalism it defines techniques for determining similarity of business process graphs....
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We investigate the problem of ranking all process models in a repository according to their similarity with respect to a given process model. We focus specifically on the application of graph matching algorithms to this similarity search problem. Since the corresponding graph matching problem is NP-complete, we seek to find a compromise between computational complexity and quality of the comput...
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A business process may be modeled in different ways by different modelers even when utilizing the same modeling language. An appropriate method for solving ambiguity issues in process models caused by the use of synonyms, homonyms or different abstraction levels for process element names is the use of ontologybased descriptions of process models. So-called semantic business process models promi...
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ژورنال
عنوان ژورنال: Distributed and Parallel Databases
سال: 2012
ISSN: 0926-8782,1573-7578
DOI: 10.1007/s10619-012-7089-z