A business process is a series of activities or work that is structured and interrelated to solve... more A business process is a series of activities or work that is structured and interrelated to solve a problem. Business Process Model Notation (BPMN) is a standard that often use to create a series of business processes. There are not only one or two processes in a business process, but many processes which cross each other. Processes which have activities related to one another are called collaborative business processes. Process mining techniques analyze a process model that is generated based on actual processes with a process model as the Standard Operational Procedure (SOP). Existing process mining techniques depict activities of each process without consider the linkages between activities in a process with another process. In addition, there is an issue that should be handled by process mining techniques, i.e. non-fee choice. This paper proposes a Modification of Alpha++ for discovering linkages of activities in collaboration business processes. Alpha++ is chosen because this algorithm can form non-free choice relationship. In the evaluation, the proposed Modification of Alpha++ will be compared with Alpha++, Inductive Miner, and Heuristic Miner. The evaluation shows the proposed Modification Alpha++ algorithm can model event log data correctly based on the proposed business process. Modification Alpha++ can find non-free choice constructs on the event log data. Modification Alpha++ gets the best calculation results for fitness, precision, and f-measure with a value of 1.
Aset merupakan sumber daya yang dimiliki oleh suatu kelompok sebagai efek kejadian dimasa lalu da... more Aset merupakan sumber daya yang dimiliki oleh suatu kelompok sebagai efek kejadian dimasa lalu dan nilai ekonomis suatu aset diharapkan dimasa mendatang. Nilai ekonomis suatu aset dimasa mendatang bermanfaat langsung maupun tak langsung terhadap kepentingan kelompok. Bertambahnya jumlah aset memerlukan manajemen aset yang berpengaruh pada pemakain aset, sehingga aset dapat dimanfaatkan secara optimal. Siklus dari manajemen aset memperhitungkan segala resiko mulai dari perencanaan aset hingga penghapusan aset. Tujuannya dari manajemen aset mengetahui biaya termurah dalam jangka waktu yang panjang ketika menentukan kebijakan yang tepat dalam pengelolan aset. Untuk menunjang manajemen aset yang baik dibutuhkan sistem informasi manajeman aset. RSUD dr. Iskak adalah rumah sakit bertipe B yang terletak di Tulungagung. Sebagai rumah sakit rujukan, tentunya mempunyai aset yang tidak sedikit dan memiliki permasalahan atas manajemen aset. Penulis berinisiatif mengembangkan suatu sistem inform...
2021 IEEE Asia Pacific Conference on Wireless and Mobile (APWiMob), 2021
A business process is a series of activities or work that is structured and interrelated to solve... more A business process is a series of activities or work that is structured and interrelated to solve a problem. Business Process Model Notation (BPMN) is a standard that often use to create a series of business processes. There are not only one or two processes in a business process, but many processes which cross each other. Processes which have activities related to one another are called collaborative business processes. Process mining techniques analyze a process model that is generated based on actual processes with a process model as the Standard Operational Procedure (SOP). Existing process mining techniques depict activities of each process without consider the linkages between activities in a process with another process. In addition, there is an issue that should be handled by process mining techniques, i.e. non-fee choice. This paper proposes a Modification of Alpha++ for discovering linkages of activities in collaboration business processes. Alpha++ is chosen because this a...
A business process is a series of activities or work that is structured and interrelated to solve... more A business process is a series of activities or work that is structured and interrelated to solve a problem. Business Process Model Notation (BPMN) is a standard that often use to create a series of business processes. There are not only one or two processes in a business process, but many processes which cross each other. Processes which have activities related to one another are called collaborative business processes. Process mining techniques analyze a process model that is generated based on actual processes with a process model as the Standard Operational Procedure (SOP). Existing process mining techniques depict activities of each process without consider the linkages between activities in a process with another process. In addition, there is an issue that should be handled by process mining techniques, i.e. non-fee choice. This paper proposes a Modification of Alpha++ for discovering linkages of activities in collaboration business processes. Alpha++ is chosen because this algorithm can form non-free choice relationship. In the evaluation, the proposed Modification of Alpha++ will be compared with Alpha++, Inductive Miner, and Heuristic Miner. The evaluation shows the proposed Modification Alpha++ algorithm can model event log data correctly based on the proposed business process. Modification Alpha++ can find non-free choice constructs on the event log data. Modification Alpha++ gets the best calculation results for fitness, precision, and f-measure with a value of 1.
Aset merupakan sumber daya yang dimiliki oleh suatu kelompok sebagai efek kejadian dimasa lalu da... more Aset merupakan sumber daya yang dimiliki oleh suatu kelompok sebagai efek kejadian dimasa lalu dan nilai ekonomis suatu aset diharapkan dimasa mendatang. Nilai ekonomis suatu aset dimasa mendatang bermanfaat langsung maupun tak langsung terhadap kepentingan kelompok. Bertambahnya jumlah aset memerlukan manajemen aset yang berpengaruh pada pemakain aset, sehingga aset dapat dimanfaatkan secara optimal. Siklus dari manajemen aset memperhitungkan segala resiko mulai dari perencanaan aset hingga penghapusan aset. Tujuannya dari manajemen aset mengetahui biaya termurah dalam jangka waktu yang panjang ketika menentukan kebijakan yang tepat dalam pengelolan aset. Untuk menunjang manajemen aset yang baik dibutuhkan sistem informasi manajeman aset. RSUD dr. Iskak adalah rumah sakit bertipe B yang terletak di Tulungagung. Sebagai rumah sakit rujukan, tentunya mempunyai aset yang tidak sedikit dan memiliki permasalahan atas manajemen aset. Penulis berinisiatif mengembangkan suatu sistem inform...
2021 IEEE Asia Pacific Conference on Wireless and Mobile (APWiMob), 2021
A business process is a series of activities or work that is structured and interrelated to solve... more A business process is a series of activities or work that is structured and interrelated to solve a problem. Business Process Model Notation (BPMN) is a standard that often use to create a series of business processes. There are not only one or two processes in a business process, but many processes which cross each other. Processes which have activities related to one another are called collaborative business processes. Process mining techniques analyze a process model that is generated based on actual processes with a process model as the Standard Operational Procedure (SOP). Existing process mining techniques depict activities of each process without consider the linkages between activities in a process with another process. In addition, there is an issue that should be handled by process mining techniques, i.e. non-fee choice. This paper proposes a Modification of Alpha++ for discovering linkages of activities in collaboration business processes. Alpha++ is chosen because this a...
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Papers by Gusna Ikhsan