Antithesis of Object Orientation: Occurrence-Only Modeling Applied in Engineering and Medicine

TL;DR

This paper introduces occurrence-only modeling as an alternative to object-oriented modeling, emphasizing events and processes over objects, with applications in engineering and medicine to enhance conceptual modeling methodologies.

Contribution

It proposes a novel occurrence-only modeling paradigm, contrasting it with traditional object orientation, and demonstrates its application in engineering and medical event systems.

Findings

Supports occurrence-only modeling as a philosophical basis for conceptual modeling

Applied successfully to simulation engineering and medical event systems

Highlights differences and advantages over object-oriented approaches

Abstract

This paper has a dual character, combining a philosophical ontological exploration with a conceptual modeling approach in systems and software engineering. Such duality is already practiced in software engineering, in which the current dominant modeling thesis is object orientation. This work embraces an anti-thesis that centers solely on the process rather than emphasizing the object. The approach is called occurrence-only modeling, in which an occurrence means an event or process where a process is defined as an orchestrated net of events that form a semantical whole. In contrast to object orientation, in this occurrence-only modeling objects are nothing more than long events. We apply this paradigm to (1) a UML/BPMN inventory system in simulation engineering and (2) an event-based system that represents medical occurrences that occur on a timeline. The aim of such a venture is to enhance the field of conceptual modeling by adding yet a new alternative methodology and clarifying differences among approaches. Conceptual modeling s importance has been recognized in many research areas. An active research community in simulation engineering demonstrates the growing interest in conceptual modeling. In the clinical domains, temporal information elucidates the occurrence of medical events (e.g., visits, laboratory tests). These applications give an opportunity to propose a new approach that includes (a) a Stoic ontology that has two types of being, existence and subsistence; (b) Thinging machines that limit activities to five generic actions; and (c) Lupascian logic, which handles negative events. With such a study, we aim to substantiate the assertion that the occurrence only approach is a genuine philosophical base for conceptual modeling. The results in this paper seem to support such a claim.