Quality Assessment Approaches for Ambient Assisted Living Systems: A Systematic Review

Lenin Erazo-Garzon; Jean Erraez; Priscila Cedillo; Lourdes Illescas-Peña

doi:10.1007/978-3-030-42517-3_32

Quality Assessment Approaches for Ambient Assisted Living Systems: A Systematic Review

Lenin Erazo-Garzon
, Jean Erraez
, Priscila Cedillo
, Lourdes Illescas-Peña

Universidad del Azuay

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

9 Scopus citations

Abstract

Ambient Assisted Living (AAL) aims to improve people’s quality of life through the use of information technologies. Due to the critical nature of AAL systems, quality is a priority. However, as AAL is a relatively new domain, its main limitation is the lack of consensus and standardization in quality assessment. This work presents a systematic review to determine the state of the art on the quality assessment of AAL systems from a multidimensional vision (software product, in use, data and context). Initially, 1308 primary studies were extracted, from them 21 relevant studies related to models, frameworks, taxonomies and other approaches of quality assessment were selected after applying the corresponding inclusion and exclusion criteria. The selected studies were subject to a comparative analysis that determined the most recurrent and critical quality attributes for AAL systems, being an important contribution to generate consensus in the construction of more complete quality models. Furthermore, this work allowed to recognize the strengths and limitations of the quality proposals studied and to identify research gaps and challenges.

Original language	English
Title of host publication	Applied Technologies - 1st International Conference, ICAT 2019, Proceedings
Editors	Miguel Botto-Tobar, Marcelo Zambrano Vizuete, Pablo Torres-Carrión, Sergio Montes León, Guillermo Pizarro Vásquez, Benjamin Durakovic
Publisher	Springer
Pages	421-439
Number of pages	19
ISBN (Print)	9783030425166
DOIs	https://doi.org/10.1007/978-3-030-42517-3_32
State	Published - 2020
Event	1st International Conference on Applied Technologies, ICAT 2019 - Quito, Ecuador Duration: 3 Dec 2019 → 5 Dec 2019

Publication series

Name	Communications in Computer and Information Science
Volume	1193 CCIS
ISSN (Print)	1865-0929
ISSN (Electronic)	1865-0937

Conference

Conference	1st International Conference on Applied Technologies, ICAT 2019
Country/Territory	Ecuador
City	Quito
Period	3/12/19 → 5/12/19

Keywords

AAL
Ambient Assisted Living
Assessment
Context quality
Data quality
Quality attribute
Quality in use
Software product quality

Access to Document

10.1007/978-3-030-42517-3_32

Cite this

Erazo-Garzon, L., Erraez, J., Cedillo, P., & Illescas-Peña, L. (2020). Quality Assessment Approaches for Ambient Assisted Living Systems: A Systematic Review. In M. Botto-Tobar, M. Zambrano Vizuete, P. Torres-Carrión, S. Montes León, G. Pizarro Vásquez, & B. Durakovic (Eds.), Applied Technologies - 1st International Conference, ICAT 2019, Proceedings (pp. 421-439). (Communications in Computer and Information Science; Vol. 1193 CCIS). Springer. https://doi.org/10.1007/978-3-030-42517-3_32

Erazo-Garzon, Lenin ; Erraez, Jean ; Cedillo, Priscila et al. / Quality Assessment Approaches for Ambient Assisted Living Systems : A Systematic Review. Applied Technologies - 1st International Conference, ICAT 2019, Proceedings. editor / Miguel Botto-Tobar ; Marcelo Zambrano Vizuete ; Pablo Torres-Carrión ; Sergio Montes León ; Guillermo Pizarro Vásquez ; Benjamin Durakovic. Springer, 2020. pp. 421-439 (Communications in Computer and Information Science).

@inproceedings{52c0c4c1962545f4ada1035a9df2e851,

title = "Quality Assessment Approaches for Ambient Assisted Living Systems: A Systematic Review",

abstract = "Ambient Assisted Living (AAL) aims to improve people{\textquoteright}s quality of life through the use of information technologies. Due to the critical nature of AAL systems, quality is a priority. However, as AAL is a relatively new domain, its main limitation is the lack of consensus and standardization in quality assessment. This work presents a systematic review to determine the state of the art on the quality assessment of AAL systems from a multidimensional vision (software product, in use, data and context). Initially, 1308 primary studies were extracted, from them 21 relevant studies related to models, frameworks, taxonomies and other approaches of quality assessment were selected after applying the corresponding inclusion and exclusion criteria. The selected studies were subject to a comparative analysis that determined the most recurrent and critical quality attributes for AAL systems, being an important contribution to generate consensus in the construction of more complete quality models. Furthermore, this work allowed to recognize the strengths and limitations of the quality proposals studied and to identify research gaps and challenges.",

keywords = "AAL, Ambient Assisted Living, Assessment, Context quality, Data quality, Quality attribute, Quality in use, Software product quality",

author = "Lenin Erazo-Garzon and Jean Erraez and Priscila Cedillo and Lourdes Illescas-Pe{\~n}a",

note = "Publisher Copyright: {\textcopyright} 2020, Springer Nature Switzerland AG.; 1st International Conference on Applied Technologies, ICAT 2019 ; Conference date: 03-12-2019 Through 05-12-2019",

year = "2020",

doi = "10.1007/978-3-030-42517-3\_32",

language = "Ingl{\'e}s",

isbn = "9783030425166",

series = "Communications in Computer and Information Science",

publisher = "Springer",

pages = "421--439",

editor = "Miguel Botto-Tobar and \{Zambrano Vizuete\}, Marcelo and Pablo Torres-Carri{\'o}n and \{Montes Le{\'o}n\}, Sergio and \{Pizarro V{\'a}squez\}, Guillermo and Benjamin Durakovic",

booktitle = "Applied Technologies - 1st International Conference, ICAT 2019, Proceedings",

}

Erazo-Garzon, L, Erraez, J, Cedillo, P & Illescas-Peña, L 2020, Quality Assessment Approaches for Ambient Assisted Living Systems: A Systematic Review. in M Botto-Tobar, M Zambrano Vizuete, P Torres-Carrión, S Montes León, G Pizarro Vásquez & B Durakovic (eds), Applied Technologies - 1st International Conference, ICAT 2019, Proceedings. Communications in Computer and Information Science, vol. 1193 CCIS, Springer, pp. 421-439, 1st International Conference on Applied Technologies, ICAT 2019, Quito, Ecuador, 3/12/19. https://doi.org/10.1007/978-3-030-42517-3_32

Quality Assessment Approaches for Ambient Assisted Living Systems: A Systematic Review. / Erazo-Garzon, Lenin; Erraez, Jean; Cedillo, Priscila et al.
Applied Technologies - 1st International Conference, ICAT 2019, Proceedings. ed. / Miguel Botto-Tobar; Marcelo Zambrano Vizuete; Pablo Torres-Carrión; Sergio Montes León; Guillermo Pizarro Vásquez; Benjamin Durakovic. Springer, 2020. p. 421-439 (Communications in Computer and Information Science; Vol. 1193 CCIS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Quality Assessment Approaches for Ambient Assisted Living Systems

T2 - 1st International Conference on Applied Technologies, ICAT 2019

AU - Erazo-Garzon, Lenin

AU - Erraez, Jean

AU - Cedillo, Priscila

AU - Illescas-Peña, Lourdes

PY - 2020

Y1 - 2020

N2 - Ambient Assisted Living (AAL) aims to improve people’s quality of life through the use of information technologies. Due to the critical nature of AAL systems, quality is a priority. However, as AAL is a relatively new domain, its main limitation is the lack of consensus and standardization in quality assessment. This work presents a systematic review to determine the state of the art on the quality assessment of AAL systems from a multidimensional vision (software product, in use, data and context). Initially, 1308 primary studies were extracted, from them 21 relevant studies related to models, frameworks, taxonomies and other approaches of quality assessment were selected after applying the corresponding inclusion and exclusion criteria. The selected studies were subject to a comparative analysis that determined the most recurrent and critical quality attributes for AAL systems, being an important contribution to generate consensus in the construction of more complete quality models. Furthermore, this work allowed to recognize the strengths and limitations of the quality proposals studied and to identify research gaps and challenges.

AB - Ambient Assisted Living (AAL) aims to improve people’s quality of life through the use of information technologies. Due to the critical nature of AAL systems, quality is a priority. However, as AAL is a relatively new domain, its main limitation is the lack of consensus and standardization in quality assessment. This work presents a systematic review to determine the state of the art on the quality assessment of AAL systems from a multidimensional vision (software product, in use, data and context). Initially, 1308 primary studies were extracted, from them 21 relevant studies related to models, frameworks, taxonomies and other approaches of quality assessment were selected after applying the corresponding inclusion and exclusion criteria. The selected studies were subject to a comparative analysis that determined the most recurrent and critical quality attributes for AAL systems, being an important contribution to generate consensus in the construction of more complete quality models. Furthermore, this work allowed to recognize the strengths and limitations of the quality proposals studied and to identify research gaps and challenges.

KW - AAL

KW - Ambient Assisted Living

KW - Assessment

KW - Context quality

KW - Data quality

KW - Quality attribute

KW - Quality in use

KW - Software product quality

UR - https://www.scopus.com/pages/publications/85082385259

U2 - 10.1007/978-3-030-42517-3_32

DO - 10.1007/978-3-030-42517-3_32

M3 - Contribución a la conferencia

AN - SCOPUS:85082385259

SN - 9783030425166

T3 - Communications in Computer and Information Science

SP - 421

EP - 439

BT - Applied Technologies - 1st International Conference, ICAT 2019, Proceedings

A2 - Botto-Tobar, Miguel

A2 - Zambrano Vizuete, Marcelo

A2 - Torres-Carrión, Pablo

A2 - Montes León, Sergio

A2 - Pizarro Vásquez, Guillermo

A2 - Durakovic, Benjamin

PB - Springer

Y2 - 3 December 2019 through 5 December 2019

ER -

Erazo-Garzon L, Erraez J, Cedillo P , Illescas-Peña L. Quality Assessment Approaches for Ambient Assisted Living Systems: A Systematic Review. In Botto-Tobar M, Zambrano Vizuete M, Torres-Carrión P, Montes León S, Pizarro Vásquez G, Durakovic B, editors, Applied Technologies - 1st International Conference, ICAT 2019, Proceedings. Springer. 2020. p. 421-439. (Communications in Computer and Information Science). doi: 10.1007/978-3-030-42517-3_32

Quality Assessment Approaches for Ambient Assisted Living Systems: A Systematic Review

Abstract

Publication series

Conference

Keywords

Access to Document

Other files and links

Fingerprint

FOG Computing applied to monitoring devices used in assisted life environments (Environment Living); Study case: platform for the elderly.

Cite this

Quality Assessment Approaches for Ambient Assisted Living Systems: A Systematic Review

Abstract

Publication series

Conference

Keywords

Access to Document

Other files and links

Fingerprint

Projects

FOG Computing applied to monitoring devices used in assisted life environments (Environment Living); Study case: platform for the elderly.

Cite this