Process Mining: Measuring Key Performance Indicator Container Dwell Time

Abstract

<span>The issues measures duration of stay the container logistic processes at ports in developing countries is often a major problem. Therefore, a knowledge process discovery, i.e., Heuristics Miner and Fuzzy Miner, can be used to discover the insight of process by creating a process model. The container import dwell time (DT) processes can be modeled based on the event log data sources are extracted from the terminal operating system (TOS). The <em>L</em>* life-cycle model is used to perform the process behavior analysis steps. The results of analysis and verification show that the container import DT processes have a median duration of 5.5 days and a mean duration of 6.07 days.</span>

Conformance Checking of Dwelling Time Using a Token-based Method

“…This study [5] carried out the stages of the L* life-cycle model (W M P der Aalst 2011) to discover (mining Lasagna processes) at a terminal container port to explore the dwelling time. From Table 1 about the dwelling time activities, there are 16 activities discovered, starting from discharge, when the container is dropped from the ship until it leaves the container port.…”

“…From Table 1 about the dwelling time activities, there are 16 activities discovered, starting from discharge, when the container is dropped from the ship until it leaves the container port. We extracted data from previous research [5], [22], then we make data selection according to the analysis's needs. The attributes used include case, label, and Time Stamp.…”

“…Dwelling time logs are also stored in the information system. Exploring these data using process mining can help measure a port's performance [5]. As such, we can form the process model [6]- [8].We can then do conformance checks to perform audits, as well as compliance checks by replaying the event logs on a process model.…”

“…Therefore, we perform conformance checking [13] on the dwelling time at a container port. We continue the previous 130 study (i.e., data extraction, discovery) [5] and use one of the process mining techniques, namely conformance checking, which compares the standard operating procedure (SOP) with the process model generated from the event logs.…”

Perbandingan Model Proses Algoritma Alpha dan Alpha++ Pada Aplikasi E-commerce

“…Proses bisnis dapat dianalisa untuk mendapatkan pengetahuan mengenai aktivitas proses dalam sistem informasi. Proses dapat dimodelkan menggunakan event log yang disimpan [3]. Untuk mendukung proses bisnis, aplikasi perusahaan perlu aware terhadap suatu proses.…”