9 citations · 9 across the 6 of their papers we have counts for
4 papers · 1 filter
Enriching Object-Centric Event Data with Process Scopes: A Framework for Aggregation and Analysis
Shahrzad Khayatbashi, Majid Rafiei, Jiayuan Chen +3
Object-Centric Process Mining enables the analysis of complex operational behavior by capturing interactions among multiple business objects (e.g., orders, items, deliveries). Thes…
OCPM: Extending the Process Mining Methodology for Object-Centric Event Data Extraction
Najmeh Miri, Shahrzad Khayatbashi, Jelena Zdravkovic +1
Object-Centric Process Mining (OCPM) enables business process analysis from multiple perspectives. For example, an educational path can be examined from the viewpoints of students,…
Advancing Object-Centric Process Mining with Multi-Dimensional Data Operations
Shahrzad Khayatbashi, Najmeh Miri, Amin Jalali
Analyzing process data at varying levels of granularity is important to derive actionable insights and support informed decision-making. Object-Centric Event Data (OCED) enhances p…
Transforming Object-Centric Event Logs to Temporal Event Knowledge Graphs (Extended Version)
Shahrzad Khayatbashi, Olaf Hartig, Amin Jalali
Event logs play a fundamental role in enabling data-driven business process analysis. Traditionally, these logs track events related to a single object, known as the case, limiting…