Measuring Business Process Behavioral Similarity Based on Token Log Profile

2021 ◽  
pp. 1-1
Author(s):  
Feifei Niu ◽  
Chuanyi Li ◽  
Jidong Ge ◽  
Lijie Wen ◽  
Zhongjin Li ◽  
...  
Keyword(s):  
Business Process ◽  
Behavioral Similarity

scholarly journals Optimization-Based Business Process Model Matching

2021 ◽  
pp. 61-72
Author(s):  
Merih Seran Uysal ◽  
Dominik Hüser ◽  
Wil M.P Van der Aalst
Keyword(s):  
Business Process ◽  
Process Model ◽  
State Of The Art ◽  
Process Models ◽  
Business Process Model ◽  
Model Matching ◽  
Business Process Models ◽  
Behavioral Similarity ◽  
Label Information ◽  
Real World Datasets

The rapid increase in generation of business process models in the industry has raised the demand on the development of process model matching approaches. In this paper, we introduce a novel optimization-based business process model matching approach which can flexibly incorporate both the behavioral and label information of processes for the identification of correspondences between activities. Given two business process models, we achieve our goal by defining an integer linear program which maximizes the label similarities among process activities and the behavioral similarity between the process models. Our approach enables the user to determine the importance of the local label-based similarities and the global behavioral similarity of the models by offering the utilization of a predefined weighting parameter, allowing for flexibility. Moreover, extensive experimental evaluation performed on three real-world datasets points out the high accuracy of our proposal, outperforming the state of the art.

scholarly journals Common Process Extraction pada Model Proses Bisnis Tebang Muat Angkut (TMA)

2020 ◽  
Vol 7 (2) ◽  
pp. 71-76
Author(s):  
Salma Fatia ◽  
Muhammad Ainul Yaqin ◽  
Adi Heru Utomo
Keyword(s):  
Business Process ◽  
Process Modeling ◽  
Process Model ◽  
Structural Similarity ◽  
Business Process Modeling ◽  
Process Models ◽  
Business Process Models ◽  
Common Fragment ◽  
Behavioral Similarity ◽  
Business Process Modeling Notation

Abstract— In an organizational environment, there are various business process models with the same procedures. If an organization builds a system with the same procedure repeatedly, it will undoubtedly incur a lot of effort and money. Therefore, it is necessary to extract common fragments to save effort. This research uses four scenarios of business process models: sequence, branching, nested branching, and looping. This study uses Business Process Modeling Notation (BPMN) notation so that the process model consists of activities, connectors, and gateways. Structural similarity is measured using the Jaccard similarity formula by comparing the process model. The similarity of behavior is measured using the Transition Adjacency Relations (TARs) method to obtain common fragments. The results show that the sequence process model will produce a common fragment that tends to be sequential too. The branching will produce a common fragment that tends to branch, and nested branching will produce a common fragment that tends to be branched and nested, as well as looping will produce a common fragment contains looping too. The experimental results show that the proposed method can extract common fragments based on the available business process models. Keywords—BPMN; common fragment; behavioral similarity; TARs   Abstrak— Dalam lingkungan organisasi, terdapat berbagai model proses bisnis dengan prosedur yang sama. Jika suatu organisasi membangun sistem dengan prosedur yang sama secara berulang-ulang, niscaya akan mengeluarkan banyak tenaga dan biaya. Oleh karena itu, perlu mengekstrak fragmen umum untuk menghemat tenaga. Penelitian ini menggunakan empat skenario model proses bisnis yaitu sequence, branching, nested branching, dan looping. Penelitian ini menggunakan notasi Business Process Modeling Notation (BPMN) sehingga model proses terdiri dari aktivitas, konektor, dan gateway. Kemiripan struktural diukur menggunakan rumus kemiripan Jaccard dengan membandingkan model proses. Kesamaan perilaku diukur menggunakan metode Transition Adjacency Relations (TARs) untuk mendapatkan fragmen yang sama. Hasil penelitian menunjukkan bahwa model sequence process akan menghasilkan common fragment yang cenderung berurutan juga. Percabangan akan menghasilkan fragmen umum yang cenderung bercabang, dan percabangan bersarang akan menghasilkan fragmen umum yang cenderung bercabang dan bersarang, serta perulangan akan menghasilkan fragmen umum yang berisi perulangan juga. Hasil eksperimen menunjukkan bahwa metode yang diusulkan dapat mengekstrak fragmen umum berdasarkan model proses bisnis yang tersedia. Keywords—BPMN; common fragment; kemiripan perilaku; TARs

Analisis Pengukuran Kinerja Perusahaan Dengan Konsep Balanced Scorecard

2016 ◽  
Vol 3 (1) ◽  
pp. 11-22
Author(s):  
Dina Fitrianingrum ◽  
Sulastiningsih Sulastiningsih
Keyword(s):  
Customer Satisfaction ◽  
Organizational Development ◽  
Business Process ◽  
Balanced Scorecard ◽  
Research Use ◽  
Financial Perspective ◽  
Employees Satisfaction ◽  
Customer Perspective ◽  
Process Perspective ◽  
Internal Business Process

The objective of the research is to evaluate performance of Madubaru firm. This research use the methode of Balanced Scorecard which balancing measurement of non finance performance and finance performance. In the perspective learning and growth emphasize on the education and employees training, and also employees satisfaction. In the perspective of internal business process, it emphasize at the the level of success and organizational development. In perspective of customer emphasize at the customer satisfaction. In perspective of finance can see from finance ratio. The research have result learning and growth perspective with good performance, internal business process perspective with very good performance, customer perspective with enough performance, financial perspective estimation with good performance. At general we can assesd performanced of Madubaru firm is good and expected to be improved again. Keyword : Balanced Scorecard, Learning and Growth Perspective, Internal Business Process Perspective, Customer Perspective, Financial Perspective.

Rola modelu CMMI w organizacjach procesocentrycznych

2013 ◽  
pp. 25-30
Author(s):  
Arkadiusz Jurczuk
Keyword(s):  
Business Process ◽  
Business Process Management ◽  
Process Management

W artykule przedstawiono istotę i zasady oceny dojrzałości procesowej przedsiębiorstw oraz rolę modeli dojrzałości w podnoszeniu efektywności organizacji w kontekście paradygmatu Business Process Management. Zasadniczym celem poznawczym artykułu jest określenie zasad oceny dojrzałości według modelu CMMI oraz prezentacja nakładów i efektów wynikających z wdrożenia tego modelu. Wskazano także czynniki determinujące sukces wdrożenia modeli dojrzałości w praktyce biznesowej. (abstrakt oryginalny)

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