JOURNAL ARTICLE

Ontologies in human–computer interaction: A systematic literature review

Abstract

Human–Computer Interaction (HCI) is a multidisciplinary area that involves a diverse body of knowledge and a complex landscape of concepts, which can lead to semantic problems, hampering communication and knowledge transfer. Ontologies have been successfully used to solve semantics and knowledge-related problems in several domains. This paper presents a systematic literature review that investigated the use of ontologies in the HCI domain. The main goal was to find out how HCI ontologies have been used and developed. 35 ontologies were identified. As a result, we noticed that they cover different HCI aspects, such as user interface, interaction phenomenon, pervasive computing, user modeling / profile, HCI design, interaction experience and adaptive interactive system. Although there are overlaps, we did not identify reuse among the 35 analyzed ontologies. The ontologies have been used mainly to support knowledge representation and reasoning. Although ontologies have been used in HCI for more than 25 years, their use became more frequent in the last decade, when ontologies address a higher number of HCI aspects and are represented as both conceptual and computational models. Concerning how ontologies have been developed, we noticed that some good practices of ontology engineering have not been followed. Considering that the quality of an ontology directly influences the quality of the solution built based on it, we believe that there is an opportunity for HCI and ontology engineering professionals to get closer to build better and more effective ontologies, as well as ontology-based solutions.

Keywords:
Ontology Computer science IDEF5 Ontology engineering Ontology components Process ontology Upper ontology Semantics (computer science) Domain (mathematical analysis) Knowledge representation and reasoning Human–computer interaction Semantic Web Ontology alignment Information retrieval Artificial intelligence

Metrics

20
Cited By
2.12
FWCI (Field Weighted Citation Impact)
83
Refs
0.89
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Semantic Web and Ontologies
Physical Sciences →  Computer Science →  Artificial Intelligence
Usability and User Interface Design
Physical Sciences →  Computer Science →  Human-Computer Interaction
Speech and dialogue systems
Physical Sciences →  Computer Science →  Artificial Intelligence

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