Domestic Violence Prevention System

Chimeno, Samuel Gallego; Fernández, Joaquín Delgado; Sánchez, Sergio Márquez; Ramón, Pablo Pueyo; Ospina, Oscar Mauricio Salazar; Muñoz, Marcel Vicente; Hernández, Aarón González

doi:10.1007/978-3-030-00524-5_3

Cited by 3 publications

(2 citation statements)

References 15 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Over the last decade, platforms implementing predictive maintenance strategies have been introduced on the market [ 20 , 21 , 22 , 23 , 24 ]. These solutions monitor machines through the capture of data by sensors, making it possible to maximize the availability of the machines involved in industrial processes, increasing the efficiency of the maintenance process.…”

Section: State Of the Artmentioning

confidence: 99%

BeSafe B2.0 Smart Multisensory Platform for Safety in Workplaces

Márquez-Sánchez

Campero-Jurado

Robles-Camarillo

et al. 2021

Sensors

View full text Add to dashboard Cite

Wearable technologies are becoming a profitable means of monitoring a person’s health state, such as heart rate and physical activity. The use of the smartwatch is becoming consolidated, not only as a novelty but also as a very useful tool for daily use. In addition, other devices, such as helmets or belts, are beneficial for monitoring workers and the early detection of any anomaly. They can provide valuable information, especially in work environments, where they help reduce the rate of accidents and occupational diseases, which makes them powerful Personal Protective Equipment (PPE). The constant monitoring of the worker’s health can be done in real-time, through temperature, falls, noise, impacts, or heart rate meters, activating an audible and vibrating alarm when an anomaly is detected. The gathered information is transmitted to a server in charge of collecting and processing it. In the first place, this paper provides an exhaustive review of the state of the art on works related to electronics for human activity behavior. After that, a smart multisensory bracelet, combined with other devices, developed a control platform that can improve operators’ security in the working environment. Artificial Intelligence and the Internet of Things (AIoT) bring together the information to improve safety on construction sites, power stations, power lines, etc. Real-time and historic data is used to monitor operators’ health and a hybrid system between Gaussian Mixture Model and Human Activity Classification. That is, our contribution is also founded on the use of two machine learning models, one based on unsupervised learning and the other one supervised. Where the GMM gave us a performance of 80%, 85%, 70%, and 80% for the 4 classes classified in real time, the LSTM obtained a result under the confusion matrix of 0.769, 0.892, and 0.921 for the carrying-displacing, falls, and walking-standing activities, respectively. This information was sent in real time through the platform that has been used to analyze and process the data in an alarm system.

show abstract

Section: State Of the Artmentioning

confidence: 99%

BeSafe B2.0 Smart Multisensory Platform for Safety in Workplaces

Márquez-Sánchez

Campero-Jurado

Robles-Camarillo

et al. 2021

Sensors

View full text Add to dashboard Cite

show abstract

“…Domestic violence is a common problem in society (Chimeno et al, 2020). Sexual violence is a form of criminal action that is undertaken to satisfy the sexual desire by forcing, persuading, threatening of children powerlessness in the conduct of forced sexual activities (McKibbin et al, 2017).…”

Section: Introductionmentioning

confidence: 99%

Increasing Prevention Knowledge of Sexual Violence and Emotional Maturity on Children through the Mini-Movie Media

2020

View full text Add to dashboard Cite

Sexual violence against children is one of the world’s problem that has an impact on the mental, physical, and psychological conditions such as depression, fear, shame, which can lead to suicide for the victim. The level of prevention knowledge and emotional maturity in the child needs to be grown. Objective of this study was analyze the effect of mini movie on the level of knowledge prevention of sexual violence and the level of emotional maturity in school-age children. This study used quasi experimental design with two groups and involved 85 students. The Emotional Maturity and Knowledge of Child Abuse Questionnaire used as the instrument. This research conducted used a simple random sampling technique. The collected data were tested use Mann-Whitney and Wilcoxon statistical test. The research showed that mini movie media had a significant impact on the level of prevention knowledge sexual violence (p=0.000 and p=0.025) and the level of emotional maturity (p=0.000 and p=0.000). Mini movie media becomes a mass approach in modern era that can provide accurate information in delivering health messages for children. Education through mini movie media can stimulate children's awareness and teacher as an effort to prevent sexual violence. Keywords: motion picture, knowledge, child abuse sexual

show abstract