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Case Analytics Workbench Analysis

   

Added on  2020-03-16

7 Pages2169 Words52 Views
Data Science and Big Data
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Business Process Engineering BPM Article ReviewARTICLE REVIEWOFCASE ANALYTICS WORKBENCH: PLATFORM FOR HYBRID PROCESS MODEL CREATION AND EVALUATIONAuthors: Yiqin Yu, Xiang Li, Haifeng Liu, Jing-Mei, Nirmal Mukhi, Vatche Ishakian,Guotong Xie, Geetika T. Lakshmanan, and Mike MartinPrepared by: Client’s NameStudent’s ID:
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Process 2Introduction The article on workbench analytics regarding the process of hybrid model evolution andcreation is taken from the occurrence of the International Conference process. It produces animprovement that discusses the modeling in the business process. Recent alternatives in thedeclarative and imperative processes indicate general limitations. Hence, combining thementioned processes to come up with a hybrid process takes advantage of the variousprocesses and seems as the better alternative in modeling. In addition, these authors providean assistance relevant to modelers during creation and refining of the model which is a hybridprocess. The process of modeling produced workbench case analytics that was considered tobe an end-to-end business process system. Also, the two study cases that involved health careand insurance industry were analyzed to present deeper understanding regarding the model indiscussion[ CITATION Lan14 \l 1033 ]. The paper at hand produces a summary of the article thatincludes the weaknesses and strengths of the declarative and imperative approaches. Thereasons for the hybrid process model developed an attractive process of business thatcombined both approaches in business. In the strategy of providing evidence of the idea,articles that were related to the process were compared. A focus on the case studies illustratedthe applicability and effectiveness of the workbench case analytics that applied in reality.Lastly, a limitation was in the model tool workbench that was to be considered during furtherapplication that is to be presented in this article[ CITATION Sch13 \l 1033 ]. BodyImperative declarative and modeling approaches give critical information on the managementbusiness process domain. The former has a structured model for modeling management inbusiness process as opposed to the later that supports languages that require flexibility. Also,there is a demonstration in the imperative model specification that specifies how the wholeprocess is being done. The present declarative approaches have an eye on the logic thatdetermines the actions in play during process description in the activities being performedand the constraints that prohibit the undesired behavior. These imperative features can beproved in the research program that delivers sequential information that is better. Thedeclarative programs gives an insight on the circumstantial information. The process includesimperative models that are the BPEL, XPDL, and the BPMN together with the declarativemodels that include the DCR Graphs, Declare and the SCIFF that show the benefits ofprocess modeling[ CITATION Lan14 \l 1033 ]. However, the study indicates that the entire business process modeling that is in practice ismost likely to be impossible when used in declarative models since there are processes or any
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Process 3relevant parts in the process that could be present in a better imperative model. Examplesinclude the Business Process Modelling Notation together with the Event-Driven ProcessChains. These two modeling imperative techniques produce the execution activity sequenceexplicitly whose result heavily depend on the workers’ knowledge, over specification andinexistence of flexibility. In addition, the declarative modeling tool takes Declare as an eventthat is an ‘outside-in’ strategy describing the essential characteristics other than the workingprocess in whole[ CITATION RAD08 \l 1033 ]. Taking reference from the shortcomings and the advantages that come from the two types inmodeling business process, the known authors argue that overall, the approach in hybridmodeling seems to be more attractive in the business modeling process. These authors showtheir evidence on the related work about the models of the hybrid process that already existsand have been developed in academic and industrial works. The case manager of IBM (ICM)is an example of designing the major model structure together with the process task using theCase Management Model and Notation – the declarative language in modelling; and theBusiness Process Model and Notation – the imperative language in modelling respectively.The authors also put down research that gave a suggestion that produced better businessmodeling process during the division of event logs into the unstructured and the structuredsequences that discovered the imperative sub-processes together with the declarative sub-processes in the hybrid mining process approach. Also, there was an introduction ofintegrating methodology in the imperative and the declarative modeling processes whoseapproach is used in forming model business process in the process of logistic service. Itsapplication was in the Chinese bulk port. The case study provides proof of the effectivenessin loose-structure modeling process service together with the highly structured parts. Otherthan the modeling process supporting the corresponding rules and logistics regulations thatare put across in various organizations, the process also gives an assistance in strict orderexecution land the activity process in the specific organization to be donecompletely[ CITATION Nei08 \l 1033 ]. Taking from the terms in the Case Analytics Workbench, authors state that this system is end-to-end including the various advantages that are beyond the two modeling approachcombination. To begin with, the approach can provide support in customized modelingprocess by providing leverage of clustering event log. Also, rich users can interact andvisualize; as a result, the evolution process and the modeling creation can be facilitated.Lastly, there is an integration with the ICM having to be very useful. Case AnalyticsWorkbench is present in industries such as healthcare and insurance and shows how it has its
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