A Practical Military Ontology Construction for the Intelligent Army Tactical Command Information System

Yoo, Dong-Keun; No, Sungchun; Ra, Minyoung

doi:10.15837/ijccc.2014.1.49

Cited by 13 publications

(4 citation statements)

References 10 publications

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“…The design of intelligent systems (Wilamowski and Irwin 2015) is a relevant research field, including for example industrial (Irani and Kamal 2014;Ngai et al 2014), military (Ma'sum et al 2013Yoo et al 2014) and social (Magnisalis et al 2011;Bernardini et al 2014;Adamson et al 2019) applications. In the telecare domain, personal assistants (Matsuyama et al 2016;López et al 2018) andartificial companionship (Chumkamon et al 2016;Abdollahi et al 2017) are relevant.…”

Section: Related Workmentioning

confidence: 99%

Automatic detection of cognitive impairment in elderly people using an entertainment chatbot with Natural Language Processing capabilities

Arriba-Pérez

García-Méndez

González-Castaño

et al. 2022

J Ambient Intell Human Comput

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Previous researchers have proposed intelligent systems for therapeutic monitoring of cognitive impairments. However, most existing practical approaches for this purpose are based on manual tests. This raises issues such as excessive caretaking effort and the white-coat effect. To avoid these issues, we present an intelligent conversational system for entertaining elderly people with news of their interest that monitors cognitive impairment transparently. Automatic chatbot dialogue stages allow assessing content description skills and detecting cognitive impairment with Machine Learning algorithms. We create these dialogue flows automatically from updated news items using Natural Language Generation techniques. The system also infers the gold standard of the answers to the questions, so it can assess cognitive capabilities automatically by comparing these answers with the user responses. It employs a similarity metric with values in [0, 1], in increasing level of similarity. To evaluate the performance and usability of our approach, we have conducted field tests with a test group of 30 elderly people in the earliest stages of dementia, under the supervision of gerontologists. In the experiments, we have analysed the effect of stress and concentration in these users. Those without cognitive impairment performed up to five times better. In particular, the similarity metric varied between 0.03, for stressed and unfocused participants, and 0.36, for relaxed and focused users. Finally, we developed a Machine Learning algorithm based on textual analysis features for automatic cognitive impairment detection, which attained accuracy, F-measure and recall levels above 80%. We have thus validated the automatic approach to detect cognitive impairment in elderly people based on entertainment content. The results suggest that the solution has strong potential for long-term user-friendly therapeutic monitoring of elderly people.

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Section: Related Workmentioning

confidence: 99%

Automatic detection of cognitive impairment in elderly people using an entertainment chatbot with Natural Language Processing capabilities

Arriba-Pérez

García-Méndez

González-Castaño

et al. 2022

J Ambient Intell Human Comput

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“…The military ontology Muninn [11] defines classes and properties of military history. The article [12] describes the implementation of an ontology as a basis for the intelligent information system of the tactical command of the army of Korea. The THOR ontology [13] provides a vocabulary to describe and request the content generated by the combatant.…”

Section: Related Workmentioning

confidence: 99%

Process of Building an Educational and a Military Ontology for the Mexican Context

Durán¹,

Medina-Ramírez²,

Nieto³

et al. 2019

RCS

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This article presents a process to build ontologies for the educational and military domains focused on the representation of knowledge in Mexican institutions. The Mexican context is represented by the structure of these institutions, their teaching modalities and considering the educational strategies to enable students to achieve good cognitive and formative levels. The ontologies are used by individuals of the Military Education System as training tools. The article includes the description of some tests for ontology evaluation. The preliminary results show that these tools are acceptable for potential users.

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“…The top-down method starts with the general classes and then divides these into sub-classes (Schreiber et al, 1995). The middle-out method starts with certain mid-level concepts and then applies the bottom-up method or the top-down method (Corcho et al, 2005;Yoo et al, 2014). The hybrid method merges ontologies developed from the bottom-up method and top-down method into one ontology (López-Pellicer et al, 2008).…”

Section: Related Workmentioning

confidence: 99%

Construction of the structural definition-based terminology ontology system and semantic search evaluation

Song²,

Lee

2016

LHT

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During the production of your article we came across the following queries listed in the table below. Please review the queries and insert your reply or correction at the corresponding line in the PDF proof of the article which follows this query page. No. Queries Q1 Please check the change in reference from Dong (2013) to Dong et al. (2013) as per the reference list in the sentence "They are roughly classified…analysis of relational schema" is correct. Else provide complete publication details for Dong (2013). Q2 Please provide name of editor(s) in references: Astrova (2004), Corcho et al. (2005). Q3 Please provide the names of editor(s) and city location of publisher in reference: Astrova (2009). Q4 Please provide the names of editor(s), name of publisher and its city location in references Astrova and Stantic (2005), López-Pellicer et al. (2008).

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A Practical Military Ontology Construction for the Intelligent Army Tactical Command Information System

Cited by 13 publications

References 10 publications

Automatic detection of cognitive impairment in elderly people using an entertainment chatbot with Natural Language Processing capabilities

Automatic detection of cognitive impairment in elderly people using an entertainment chatbot with Natural Language Processing capabilities

Process of Building an Educational and a Military Ontology for the Mexican Context

Construction of the structural definition-based terminology ontology system and semantic search evaluation

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