Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The aim of process discovery is to build a process model from an event log without prior information about the process. The discovery of declarative process models is useful when a process works in an unpredictable and unstable environment since several allod paths can be represented as a compact set of rules. One of the tools available in the literature for discovering declarative models from logs is the Declare Miner, a plug-in of the process mining tool ProM. Using this plug-in, the discovered models are represented using Declare, a declarative process modelling language based on LTL for finite traces. ,  use a combination of an Apriori algorithm and a group of algorithms for Sequence Analysis to improve the performances of the Declare Miner. Using synthetic and real life event logs,  show that the new implemented core of the plug-in allows for a significant performance improvement.
['T. Kala', 'Fabrizio Maria Maggi', 'Claudio Di Ciccio', 'Chiara Di Francescomarino']
I am writing a research paper on a idea Apriori and Sequence Analysis for Discovering Declarative Process Models
[{"from": "human", "value": "I am writing a research paper on a idea Apriori and Sequence Analysis for Discovering Declarative Process Models"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The aim of process discovery is to build a process model from an event log without prior information about the process. The discovery of declarative process models is useful when a process works in an unpredictable and unstable environment since several allod paths can be represented as a compact set of rules. One of the tools available in the literature for discovering declarative models from logs is the Declare Miner, a plug-in of the process mining tool ProM. Using this plug-in, the discovered models are represented using Declare, a declarative process modelling language based on LTL for finite traces. ,  use a combination of an Apriori algorithm and a group of algorithms for Sequence Analysis to improve the performances of the Declare Miner. Using synthetic and real life event logs,  show that the new implemented core of the plug-in allows for a significant performance improvement."}]