Ontologies in human-computer interaction: A systematic literature review

被引:7
作者
Costa, Simone Dornelas [1 ,2 ]
Barcellos, Monalessa Perini [2 ]
Falbo, Ricardo de Almeida [2 ]
机构
[1] Fed Univ Espirito Santo UFES, Dept Comp, Vitoria, ES, Brazil
[2] Fed Univ Espirito Santo UFES, Dept Comp Sci, NEMO Ontol & Conceptual Modeling Res Grp, Vitoria, ES, Brazil
关键词
Human-computer interaction; ontologies; systematic literature review; USER INTERACTION; CONTEXT-AWARE; ADAPTATION; PRINCIPLES; FRAMEWORK; PEOPLE;
D O I
10.3233/AO-210255
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
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.
引用
收藏
页码:421 / 452
页数:32
相关论文
共 89 条
[21]   EXPLOITING THE USER INTERACTION CONTEXT FOR AUTOMATIC TASK DETECTION [J].
Devaurs, Didier ;
Rath, Andreas S. ;
Lindstaedt, Stefanie N. .
APPLIED ARTIFICIAL INTELLIGENCE, 2012, 26 (1-2) :58-80
[22]  
Elyusufi Y, 2014, INT CONF MULTIMED, P558, DOI 10.1109/ICMCS.2014.6911166
[23]   An ontological analysis of drug prescriptions [J].
Ethier, Jean-Francois ;
Barton, Adrien ;
Taseen, Ryeyan .
APPLIED ONTOLOGY, 2018, 13 (04) :273-294
[24]  
ETSI, 2010, 202746 ETSI ES
[25]  
Fernandez-Lopez M., 1997, Eng. Work. Ontol. Eng.
[26]   User modeling in human-computer interaction [J].
Fischer, G .
USER MODELING AND USER-ADAPTED INTERACTION, 2001, 11 (1-2) :65-86
[27]   An ontology-based approach for integrating tools supporting the software measurement process [J].
Fonseca, Vinicius Soares ;
Barcellos, Monalessa Perini ;
Falbo, Ricardo de Almeida .
SCIENCE OF COMPUTER PROGRAMMING, 2017, 135 :20-44
[28]  
Gangemi A, 2002, LECT NOTES ARTIF INT, V2473, P166
[29]   Application of an ontology-Based Platform for Developing Affective Interaction Systems [J].
Garay-Vitoria, Nestor ;
Cearreta, Idoia ;
Larraza-Mendiluze, Edurne .
IEEE ACCESS, 2019, 7 :40503-40515
[30]  
Gomez-Perez A., 2009, P INT C SOFTW SERV S