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This paper presents a system that utilizes process recommendation technology to help design new business processes from scratch in an efficient and accurate way. The proposed system consists of two phases: 1) offline mining and 2) online recommendation. At the first phase, it mines relations among activity nodes from existing processes in repository, and then stores the extracted relations as patterns...
Process similarity search is an effective way tomanage a large number of business process models. However,there exists no benchmark dataset that can be used to evaluate theperformance of the existing process similarity search algorithms.To solve this problem, we have constructed a benchmark datasetthat modeled by Petri-net. In this paper, the benchmark datasettotally consists of 100 process models,...
Efficient query processing over a large amount of business process models is important for managing the business process model repository. The structural similarity between two process models is considered as the main measurement for ranking the process models for a given search model. Current business process query methods are inefficient since too many expensive computations of the graph edit distance...
Process retrieval is critical for workflow repository management. Structural similarity metric based on graph matching could achieve highest retrieval quality. Nowadays, researchers mainly adopt graph edit distance (GED) as the approach for comparing process models. However, the computation complexity of GED based methods are high and their cost functions depend heavily on the application domain....
This paper proposes a new process recommendation approach on supplying some related processes for choice when users start their business. The process recommendation model is based on the association rules and transaction context, and it aims at mining the potential associated relationship between processes, which can help organizations and users to improve their work efficiency. In this paper, we...
Electronic form system integrates with workflow management system (WFMS) more and more closely nowadays. However, there are still some serious problems existing in the integration, which are as follows: 1) Achieving the aim of correct access control of form elements, 2) Mapping parameters between workflow variable and form elements, and 3) Customizing and reusing the process of form elements to decline...
Workflow management systems (WFMS) facilitate the routine operation of business processes and gain popularity in recent years. To ensure the correctness of business process specification and execution, model verification (especially structure verification) must be conducted so that we can identify any violations and consequently take proper action to remove them in time. However, little progress has...
Production system which accepts the facts and draws conclusions by repeatedly matching facts with rules plays an important role of improving the business by providing agility and flexibility. However, rule matching in production is badly time-consuming, and single computer limits the improvement for current matching algorithm. To address these problems, we proposed a MapReduce-based architecture to...
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