Smartphones, Suitable Tool for Driver Behavior Recognition. A Systematic Review

被引:0
|
作者
Joya, Jovan F. Fernandez [1 ]
Buitrago, Gabriel Avila [1 ]
Luna-Garcia, Huizilopoztli [2 ]
Samiento, Wilson J. [3 ]
机构
[1] Inst Univ Politecnico Grancolombiano, Fac Ingn, Diseno Innovac, Bogota, Colombia
[2] Univ Autonoma Zacatecas, CIIAM, Zacatecas, Zacatecas, Mexico
[3] Univ Militar Nueva Granada, GIM, Fac Ingn, Bogota, Colombia
关键词
Smartphones; Driving behavior; Recognition; Systematic review;
D O I
10.1007/978-3-030-66919-5_24
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
A current reality is the increase in the number of road traffic accidents caused mainly by incorrect driving habits. For this reason, the development of different approaches that can help reduce accidents on the road is imperative. A strategy is the use of smartphones as a tool to identify driving behaviors, which is documented in the state of the art. This paper presents a systematic review focused on the strategies used to recognizing driving behaviors with sensors that are part of smartphones. The review was carried out on the Scopus database, included studies published in the last 4 years (2017-2020) that allowed identifying a total of $22$ relevant results. This paper presents a report of the most used sensors, algorithms, driving events and driving patterns. It includes result discussion and considerations of future work on this topic, additional to the bibliometric report.
引用
收藏
页码:233 / 242
页数:10
相关论文
共 50 条
  • [31] Smartphones in the secondary prevention of cardiovascular disease: a systematic review
    Hamilton, Sandra J.
    Mills, Belynda
    Birch, Eleanor M.
    Thompson, Sandra C.
    BMC CARDIOVASCULAR DISORDERS, 2018, 18
  • [32] Smartphones in the secondary prevention of cardiovascular disease: a systematic review
    Sandra J. Hamilton
    Belynda Mills
    Eleanor M. Birch
    Sandra C. Thompson
    BMC Cardiovascular Disorders, 18
  • [33] Braille Text Entry on Smartphones: A Systematic Review of the Literature
    Siqueira, Joyce
    de Melo Nunes Soares, Fabrizzio Alphonsus Alves
    Ferreira, Deller James
    Gomes Silva, Cleyton Rafael
    Berretta, Luciana de Oliveira
    Rocha Ferreira, Cristiane Bastos
    Felix, Igor Moreira
    Soares, Anderson da Silva
    da Costa, Ronaldo Martins
    Luna, Mateus Machado
    PROCEEDINGS 2016 IEEE 40TH ANNUAL COMPUTER SOFTWARE AND APPLICATIONS CONFERENCE WORKSHOPS (COMPSAC), VOL 2, 2016, : 521 - 526
  • [34] The Influence of Smartphones on Adolescent Sleep: A Systematic Literature Review
    de Sa, Sofia
    Baiao, Ana
    Marques, Helena
    Marques, Maria do Ceu
    Reis, Maria Jose
    Dias, Sandra
    Catarino, Marta
    NURSING REPORTS, 2023, 13 (02) : 612 - 621
  • [35] Use of Smartphones for Early Detection of Melanoma: Systematic Review
    Rat, Cedric
    Hild, Sandrine
    Serandour, Julie Rault
    Gaultier, Aurelie
    Quereux, Gaelle
    Dreno, Brigitte
    Nguyen, Jean-Michel
    JOURNAL OF MEDICAL INTERNET RESEARCH, 2018, 20 (04)
  • [36] Transport behavior-mining from smartphones: a review
    Valentino Servizi
    Francisco C. Pereira
    Marie K. Anderson
    Otto A. Nielsen
    European Transport Research Review, 2021, 13
  • [37] Transport behavior-mining from smartphones: a review
    Servizi, Valentino
    Pereira, Francisco C.
    Anderson, Marie K.
    Nielsen, Otto A.
    EUROPEAN TRANSPORT RESEARCH REVIEW, 2021, 13 (01)
  • [38] Star rating of driver's behavior as a tool to prevent risky behavior
    Tesic, Milan
    Miladic-Tesic, Suzana
    Folla, Katerina
    Yannis, George
    Oviedo-Trespalacios, Oscar
    TRANSPORTATION RESEARCH PART F-TRAFFIC PSYCHOLOGY AND BEHAVIOUR, 2023, 97 : 214 - 230
  • [39] Hydrogen Bonding Interactions of Liposomes Simulating Cell-Cell Recognition. A Review
    Constantinos M. Paleos
    Dimitris Tsiourvas
    Zili Sideratou
    Origins of life and evolution of the biosphere, 2004, 34 : 195 - 213
  • [40] Is EEG Suitable for Marketing Research? A Systematic Review
    Bazzani, Andrea
    Ravaioli, Silvio
    Trieste, Leopoldo
    Faraguna, Ugo
    Turchetti, Giuseppe
    FRONTIERS IN NEUROSCIENCE, 2020, 14