Ontology based context aware situation tracking

Mallik, Anupama; Tripathi, A. K.; Kumar, Ravi; Chaudhury, Santanu; Sinha, Komal

doi:10.1109/wf-iot.2015.7389137

Cited by 11 publications

(3 citation statements)

References 7 publications

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“…Information grants meanings to data (i.e., metadata), and knowledge delivers the most appropriate information from different sources to fulfill user, service, and environment requirements. The multimedia web ontology language (MOWL) is used for illustration and as a cognitive approach [79]. Diverse sensors and other devices, such as motion sensors, cameras, temperature sensors, and photo sensors, produce outputs in different media layouts, including audio, video, and text.…”

Section: Different Kinds Of Iot Ontologies (Rq 1)mentioning

confidence: 99%

Applications of Ontology in the Internet of Things: A Systematic Analysis

et al. 2022

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Ontology has been increasingly implemented to facilitate the Internet of Things (IoT) activities, such as tracking and information discovery, storage, information exchange, and object addressing. However, a complete understanding of using ontology in the IoT mechanism remains lacking. The main goal of this research is to recognize the use of ontology in the IoT process and investigate the services of ontology in IoT activities. A systematic literature review (SLR) is conducted using predefined protocols to analyze the literature about the usage of ontologies in IoT. The following conclusions are obtained from the SLR. (1) Primary studies (i.e., selected 115 articles) have addressed the need to use ontologies in IoT for industries and the academe, especially to minimize interoperability and integration of IoT devices. (2) About 31.30% of extant literature discussed ontology development concerning the IoT interoperability issue, while IoT privacy and integration issues are partially discussed in the literature. (3) IoT styles of modeling ontologies are diverse, whereas 35.65% of total studies adopted the OWL style. (4) The 32 articles (i.e., 27.83% of the total studies) reused IoT ontologies to handle diverse IoT methodologies. (5) A total of 45 IoT ontologies are well acknowledged, but the IoT community has widely utilized none. An in-depth analysis of different IoT ontologies suggests that the existing ontologies are beneficial in designing new IoT ontology or achieving three main requirements of the IoT field: interoperability, integration, and privacy. This SLR is finalized by identifying numerous validity threats and future directions.

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Section: Different Kinds Of Iot Ontologies (Rq 1)mentioning

confidence: 99%

Applications of Ontology in the Internet of Things: A Systematic Analysis

et al. 2022

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“…The situation tracking system developed by Mallik et al, uses a situation and emotion-based ontology that increases the performance of their situation detection framework [18]. An ontology was modelled for the intelligent mining Bio-Emotion framework that describes multiple domains such as bio-signal data, situation, and user's emotion [19].…”

Section: Ontologiesmentioning

confidence: 99%

Mood detection ontology integration with teacher context

Nashed

Lahoud

Abel

et al. 2021

2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA)

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Recommender systems in education improve the teacher's working process by providing relevant resources to aid his course design in addition to learning new teaching methodologies. However, these systems have limited adaptability according to a global evaluation of teacher's activities. This approach of user profiling is convenient, but not adequate for teacher's context description. In our approach, it is assumed that the utilization of teacher's emotions has an inevitable role to accomplish a full contextual description for teacher. Teacher context ontology (TCO) provides a representation for the teacher's living and working contexts along with the main educational concepts. In this paper, we introduce a conceptual integration approach between Moodflow@doubleYou emotional data as a concept and TCO ontology. Furthermore, we intend to prove the importance of integrating such concept for sufficient teacher's context description. The impact of utilization emotional data in educational recommender systems is discussed. Finally, this paper represents the conducted experiments' results which show the advantage of such integration.

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“…: computador pessoal ou dispositivo móvel) para este fim. Como interfaces de interação com o usuário na IoT podemos mencionar as superfícies inteligentes, em que praticamente qualquer superfície em uma construção inteligente pode tornar-se uma interface (LEE, 2016); interfaces para controle por voz (HAN et al, 2016;HUANG;LIU;ZHOU, 2015); e interfaces capazes de obter feedback visual do usuário, como os smart mirrors (MALLIK et al, 2015). Esta característica da IoT de suportar diferentes formas de interação com o usuário pode ser explorada pelo estudo da Arquitetura da Informação.…”

Section: A Relação Entre Ciência Da Informação E Internet Das Coisasunclassified

O paradigma tecnológico da Internet das coisas e sua relação com a Ciência da Informação

Rozsa

Dutra

Pinto

et al. 2017

I&S

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Diante do ininterrupto avanço tecnológico dos últimos anos, o paradigma da Internet das Coisas (IoT) progrediu e atualmente é capaz de propor soluções para desafios globais. O principal insumo utilizado pelas aplicações baseadas na IoT é a informação, sendo gerada de forma constante e a partir de diferentes fontes, suscitando questões relacionadas a coleta, armazenamento, representação, recuperação e uso. Em vista destas questões, esta pesquisa busca identificar as possíveis relações existentes entre a Ciência da Informação (CI) e a IoT, de forma a compreender como o campo da CI pode contribuir para o desenvolvimento da IoT. Esta pesquisa configura-se como exploratória e qualitativa. A relação entre CI e IoT é explorada por meio da análise do conceito de informação no contexto da IoT; da identificação de especialidades da CI que possam gerar soluções que contribuam para a evolução do paradigma da IoT; e de como as tecnologias da IoT podem ser utilizadas em vista de problemas informacionais. A partir disso, foi possível perceber a relevância da informação trabalhada na IoT para a CI e a para a sociedade, bem como as oportunidades para a contribuição das diferentes especialidades do campo da CI no desenvolvimento do paradigma da IoT.

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Ontology based context aware situation tracking

Cited by 11 publications

References 7 publications

Applications of Ontology in the Internet of Things: A Systematic Analysis

Applications of Ontology in the Internet of Things: A Systematic Analysis

Mood detection ontology integration with teacher context

O paradigma tecnológico da Internet das coisas e sua relação com a Ciência da Informação

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