Eliciting process knowledge through process stories

P Antunes, JA Pino, M Tate, A Barros - Information Systems Frontiers, 2020 - Springer
There are often gaps between the lived experiences of end users and the official version of
processes as espoused by the organization. To understand and address these gaps, we …

Semantic modeling for engineering data analytics solutions

M Bandara, FA Rabhi - Semantic Web, 2020 - content.iospress.com
Abstract Data Analytics Solution (DAS) engineering often involves multiple tasks from data
exploration to result presentation which are applied in various contexts and on different …

From requirements to data analytics process: An ontology-based approach

M Bandara, A Behnaz, FA Rabhi… - … Workshops: BPM 2018 …, 2019 - Springer
Comprehensively describing data analytics requirements is becoming an integral part of
developing enterprise information systems. It is a challenging task for analysts to completely …

A knowledge-driven approach for designing data analytics platforms

M Bandara, FA Rabhi, M Bano - Requirements engineering, 2023 - Springer
Big data analytics technologies are rapidly expanding across all industry sectors as
organisations try to make analytics an integral part of their everyday decision-making …

An Application Ontology for Reproducibility of Machine Learning Solutions

M Bandara, Y Jiang, A Gill, FA Rabhi, G Beydon - 2023 - aisel.aisnet.org
Abstract With Artificial Intelligence and Machine Learning (ML) on the rise, organisations of
different scales and nature are looking to utilise ML systems to support their day-to-day …

[PDF][PDF] A knowledge-driven data analytics solution engineering (dase) framework

KAMN Bandara - 2020 - unsworks.unsw.edu.au
Data analytics technologies are rapidly expanding across all industry sectors as
organizations try to make analytics an integral part of their everyday decision making …

A digital interaction framework for managing knowledge intensive business processes

M Bandara, FA Rabhi, R Meymandpour… - Service Research and …, 2019 - Springer
Many business processes present in modern enterprises are loosely defined, highly
interactive, involve frequent human interventions and coupled with a multitude of abstract …