Hakju Oh

Towards Novel Standard-Based Approach to Flexible Supply Chain Integration

November 13, 2024

Author(s)

Elena Jelisic, Boonserm Kulvatunyou, Nenad Ivezic, Hakju Oh

Today, global supply chains operate across different industries and different geo-political locations. As such, supply chain digitalization has to deal with

An Introduction to Machine Learning Lifecycle Ontology and its Applications

April 19, 2024

Author(s)

Milos Drobnjakovic, Perawit Charoenwut, Ana Nikolov, Hakju Oh, Boonserm Kulvatunyou

Machine Learning (ML) adoption is on the rapid rise, with a nearly 40% compound annual growth rate over the next decade. In other words, companies will be

Employing Word-Embedding for Schema Matching in Standard Lifecycle Management

December 29, 2023

Author(s)

Hakju Oh, Boonserm Kulvatunyou, Albert T. Jones, Tim Finin

Today, businesses rely on numerous information systems to achieve their production goals and improve their global competitiveness. Semantically integrating

Business Context-Based Approach for Managing the Digitalization of Biopharmaceutical Supply Chain Operational Requirements

September 14, 2023

Author(s)

Elena Jelisic, Milos Drobnjakovic, Boonserm Kulvatunyou, Nenad Ivezic, Hakju Oh

The COVID-19 pandemic has brought to attention several supply chain challenges in the globalized biopharmaceutical industry. Demand fluctuations and the ability

Knowledge representation for hierarchical and interconnected business contexts

February 19, 2023

Author(s)

Nenad Ivezic, Boonserm Kulvatunyou, Hakju Oh, Elena Jelisic, Scott Nieman, Anicic Nenad, Marjanovic Zoran

Although business context has been introduced as an important concept for message standards usage and maintenance, its usability depends on the tech-nique used

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Hakju Oh (IntlAssoc)

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