Method of Ontology Use in OODA

Lytvyn, Vasyl; Dosyn, Dmytro; Vysotska, Victoria; Hryhorovych, Andrii

doi:10.1109/dsmp47368.2020.9204107

Cited by 5 publications

(1 citation statement)

References 9 publications

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“…A wide variety of domains have begun to integrate ontologies into tasks, such as information extraction of unstructured text and behavior modeling of intellectual agents. Furthermore, ontologies are seeing increased use both within critical and non-critical health-related domains such as decision support systems within critical care environments, telehealth systems, as well as general human-facing visualization tasks [43][44][45][46][47]. Ontologies can be classified as one of three types: traditional ontologies that describe the structure of reality, expert-created ontologies that describe the entities, relations, and structures of a given domain, and top-level ontologies that interface domain ontologies [40].…”

Section: Ontologiesmentioning

confidence: 99%

Interfaces for Searching and Triaging Large Document Sets: An Ontology-Supported Visual Analytics Approach

Demelo

Sedig

2021

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We investigate the design of ontology-supported, progressively disclosed visual analytics interfaces for searching and triaging large document sets. The goal is to distill a set of criteria that can help guide the design of such systems. We begin with a background of information search, triage, machine learning, and ontologies. We review research on the multi-stage information-seeking process to distill the criteria. To demonstrate their utility, we apply the criteria to the design of a prototype visual analytics interface: VisualQUEST (Visual interface for QUEry, Search, and Triage). VisualQUEST allows users to plug-and-play document sets and expert-defined ontology files within a domain-independent environment for multi-stage information search and triage tasks. We describe VisualQUEST through a functional workflow and culminate with a discussion of ongoing formative evaluations, limitations, future work, and summary.

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