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Proceedings, Volume 31, Issue 1

2019 UCAmI 2019 - 87 articles

13th International Conference on Ubiquitous Computing and Ambient Intelligence UCAmI 2019

Toledo, Spain | 2–5 December 2019

Volume Editors:
José Bravo, University of Castilla–La Mancha, Spain
Iván González, University of Castilla–La Mancha, Spain

Cover Story: Embedding communication transceivers and sensitive electronic into everyday objects to help with daily functions is the main challenge of the Ubiquitous Computing (UC) paradigm, envisioned by Weiser in 1991. Recognizing that this extension of computational capabilities to appear anytime and anywhere would require gathering more complex information about the environment (context awareness) and the understandings of social, cultural, and psychological phenomena, the UC paradigm has evolved to a more general one called Ambient Intelligence (AmI). Both are the main focus of the International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI). This event will cover a plethora of related topics: Ambient Intelligence for Health; Smart Environments; IoT and sensors; human–computer interaction; and Ambient Intelligence for education and to promote active and assisted living.
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Articles (87)

  • Proceeding Paper
  • Open Access
1 Citations
1,760 Views
12 Pages

A Character Validation Proposal for High-Speed Visual Monitoring of Expiration Codes on Beverage Cans

  • José Carlos Rodríguez-Rodríguez,
  • Gabriele Salvatore de Blasio,
  • Carmelo R. García and
  • Alexis Quesada-Arencibia

Character recognizers have generally focused on printed text on paper with an emphasis on generality rather than speed. This makes the proposed algorithms not applicable in the context of the very high-speed industrial validation of expiration codes...

  • Proceeding Paper
  • Open Access
23 Citations
8,088 Views
10 Pages

Smart Education: A Review and Future Research Directions

  • Adrián Carruana Martín,
  • Carlos Alario-Hoyos and
  • Carlos Delgado Kloos

Research and development often move forward based on buzzwords. New terms are coined to summarize new developments, often with several interpretations and without a formal definition. The term Smart Education has been coined to represent a move forwa...

  • Proceeding Paper
  • Open Access
2,822 Views
7 Pages

A taxonomic proposal based on dimensions and items that reflects the preferences in Data Science visualizations for domain users in tourism and road transport is presented. The needs transmitted by domain users are grouped into dimensions esthetics,...

  • Proceeding Paper
  • Open Access
5 Citations
3,179 Views
12 Pages

Recognition of Gait Activities Using Acceleration Data from A Smartphone and A Wearable Device

  • Irvin Hussein Lopez-Nava,
  • Matias Garcia-Constantino and
  • Jesus Favela

Activity recognition is an important task in many fields, such as ambient intelligence, pervasive healthcare, and surveillance. In particular, the recognition of human gait can be useful to identify the characteristics of the places or physical space...

  • Proceeding Paper
  • Open Access
2 Citations
2,045 Views
8 Pages

The Potential of Open Data to Automatically Create Learning Resources for Smart Learning Environments

  • Adolfo Ruiz-Calleja,
  • Miguel L. Bote-Lorenzo,
  • Guillermo Vega-Gorgojo,
  • Sergio Serrano-Iglesias,
  • Juan I. Asensio-Pérez,
  • Yannis Dimitriadis and
  • Eduardo Gómez-Sánchez

Smart Education requires bridging formal and informal learning experience. However, how to create contextualized learning resources that support this bridging remains a problem. In this paper, we propose to exploit the open data available in the Web...

  • Proceeding Paper
  • Open Access
4 Citations
2,465 Views
12 Pages

Mobile health technologies are becoming more common to assist older people in independent living and self-management of illnesses. Although many mobile health technologies can be beneficial to older users, there remains a dearth of evidence-informed...

  • Proceeding Paper
  • Open Access
1,804 Views
8 Pages

Angular Moment and Corrective Forces in Human Walking Processes: Sensor and Actuator Analysis

  • Jose Joaquín Pérez Maciá,
  • F. Javier Ferrández Pastor and
  • J. Manuel García Chamizo

Taking into account the dynamics of a human body in its daily movement, one can study the forces that are generated in its variations with respect to a normal walk. These forces can be reduced, generating an opposite force through some device if one...

  • Proceeding Paper
  • Open Access
1,888 Views
12 Pages

Continuous Monitoring of the Ambient Factors via ε-Smooth Support Vector Regression

  • Yan-Ru Jhuo,
  • Chi-Yu Chen,
  • Yu-Hsuan Yang,
  • Hsing-Chuan Hsieh and
  • Yuh-Jye Lee

Thanks to the advances of the Internet of Things (IoTs), more and more wireless sensor networks applications have been realized. One of the fundamental but crucial applications is the continuous monitoring of environmental factors including temperatu...

  • Proceeding Paper
  • Open Access
2 Citations
1,786 Views
11 Pages

Activity Monitoring of People with Dementia in a Cognitive Stimulation Intervention

  • Arturo Morales,
  • Dagoberto Cruz-Sandoval and
  • Jesus Favela

Commercial activity trackers are increasingly being used to support healthcare research. While their accuracy has been questioned, they do provide more precise information on some parameters relevant to wellbeing than self-report, such as steps walke...

  • Proceeding Paper
  • Open Access
5 Citations
2,318 Views
8 Pages

Maintaining high cognitive activity is vital for the mental health of seniors. Taking part in leisure activities is an exciting and gratifying way to accomplish this, with video games having several advantages for this use. The present study is a wor...

  • Proceeding Paper
  • Open Access
3 Citations
2,463 Views
10 Pages

A Quality and Ergonomic Heart Monitoring Device with User-Friendly App for Telemedicine

  • Andres L. Bleda,
  • Rafael Maestre,
  • Javier Corral and
  • Ricardo Ruiz

During recent decades, the elderly population has grown rapidly, and the number of patients with chronic heart-related diseases has exploded. Many of them (e.g., congestive heart failure, some types of arrhythmia) require close medical supervision, i...

  • Proceeding Paper
  • Open Access
1,844 Views
8 Pages

A Software for Preprocessing Experimental BSPM Signals for a CRT Study

  • Michal Huptych,
  • Matěj Hrachovina and
  • Lenka Lhotská

In this text, we describe the developed system for Body Surface Potential Mapping (BSPM) signals preprocessing and basic processing. The BSPM is based on multichannel ECG measurement with up to hundreds of electrodes in a specific grid on the body su...

  • Proceeding Paper
  • Open Access
1 Citations
1,675 Views
13 Pages

Motivated by the need to improve communication between grandparents and grandchildren who are geographically separated, this paper presents the redesign and evaluation of AffectiVest, a wearable affective device that allows the transmission of affect...

  • Proceeding Paper
  • Open Access
11 Citations
5,736 Views
11 Pages

Analysis of Cognitive Load Using EEG when Interacting with Mobile Devices

  • Luis Cabañero,
  • Ramón Hervás,
  • Iván González,
  • Jesús Fontecha,
  • Tania Mondéjar and
  • José Bravo

The study of cognitive responses and processes while using applications is a critical field in human–computer interaction. This paper aims to determine the mental effort required for different typical tasks with smartphones. Mental effort is ty...

  • Proceeding Paper
  • Open Access
18 Citations
5,690 Views
12 Pages

A LoRa-Based Communication System for Coordinated Response in an Earthquake Aftermath

  • Roger Pueyo Centelles,
  • Felix Freitag,
  • Roc Meseguer,
  • Leandro Navarro,
  • Sergio F. Ochoa and
  • Rodrigo M. Santos

The response conducted by emergency units after natural disasters, such as earthquakes, has to be coordinated, fast, and efficient in order to rescue and care for the victims, keeping all the population—and the units themselves—safe amids...

  • Proceeding Paper
  • Open Access
13 Citations
4,448 Views
13 Pages

Predicting Health Care Costs Using Evidence Regression

  • Belisario Panay,
  • Nelson Baloian,
  • José A. Pino,
  • Sergio Peñafiel,
  • Horacio Sanson and
  • Nicolas Bersano

People’s health care cost prediction is nowadays a valuable tool to improve accountability in health care. In this work, we study if an interpretable method can reach the performance of black-box methods for the problem of predicting health care cost...

  • Proceeding Paper
  • Open Access
4 Citations
2,409 Views
12 Pages

Affective Embodied Agents and Their Effect on Decision Making

  • Adrian Acosta-Mitjans,
  • Dagoberto Cruz-Sandoval,
  • Ramon Hervas,
  • Esperanza Johnson,
  • Chris Nugent and
  • Jesus Favela

Embodied agents, such as avatars and social robots, are increasingly incorporating a capacity to enact affective states and recognize the mood of their interlocutor. This influences how users perceive these technologies and how they interact with the...

  • Proceeding Paper
  • Open Access
1 Citations
2,093 Views
7 Pages

Use of Robots for Play by Children with Cerebral Palsy

  • Xabier Gardeazabal and
  • Julio Abascal

Free play is of great benefit for children’s physical and cognitive development, especially for younger ages. However, children with motor restrictions cannot engage in free play like their peers because they face strong challenges to manipulat...

  • Proceeding Paper
  • Open Access
9 Citations
2,854 Views
9 Pages

A Convolutional Neural Network-Based Method for Human Movement Patterns Classification in Alzheimer’s Disease

  • Santos Bringas,
  • Sergio Salomón,
  • Rafael Duque,
  • José Luis Montaña and
  • Carmen Lage

Alzheimer’s disease (AD) constitutes a neurodegenerative pathology that presents mobility disorders as one of its earliest symptoms. Current smartphones integrate accelerometers that can be used to collect mobility data of Alzheimer’s pat...

  • Proceeding Paper
  • Open Access
2 Citations
2,412 Views
12 Pages

Close2U: An App for Monitoring Cancer Patients with a Gamification System to Improve the Engagement

  • Javier Navarro-Alamán,
  • Raquel Lacuesta,
  • Iván García-Magariño and
  • Jesús Gallardo

Nowadays, gamification offers several advantages in order to motivate a change in the behavior towards health and wellness. Although it is a relatively new trend, many fields have already realized its potential, and those related to health have also...

  • Proceeding Paper
  • Open Access
3 Citations
2,444 Views
12 Pages

Augmented Reality for Emergency Situations in Buildings with the Support of Indoor Localization

  • Marc Codina,
  • David Castells-Rufas,
  • Jordi Carrabina,
  • Iker Salmon,
  • Néstor Ayuso,
  • Alfonso Guerendiain and
  • Gonzalo Alvarez

Augmented reality is showing a continuous evolution due to the increasing number of smart glasses that are being used for different applications (e.g. training, marketing, industry, risk avoidance, etc.). In this paper, we present an implementation t...

  • Proceeding Paper
  • Open Access
2 Citations
2,140 Views
12 Pages

There are currently many applications to assist in navigating urban spaces. However, in underserved regions where even the most essential urban infrastructure is lacking, these applications are not appropriate either because the zone has not been pro...

  • Proceeding Paper
  • Open Access
1 Citations
2,264 Views
14 Pages

Mastering Interactions with Internet of Things Platforms through the IoTVar Middleware

  • Pedro Victor Borges,
  • Chantal Taconet,
  • Sophie Chabridon,
  • Denis Conan,
  • Thais Batista,
  • Everton Cavalcante and
  • Cesar Batista

The rising popularity of the Internet of Things (IoT) has led to a plethora of highly heterogeneous, geographically dispersed devices. In recent years, IoT platforms have been used to provide a variety of services to applications such as device disco...

  • Proceeding Paper
  • Open Access
3 Citations
2,049 Views
9 Pages

Active learning is very useful for classification problems where it is hard or time-consuming to acquire classes of data in order to create a subset for training a classifier. The classification of over-night polysomnography records to sleep stages i...

  • Proceeding Paper
  • Open Access
4 Citations
3,578 Views
13 Pages

Intelligent System for the Prevention of Pressure Ulcers by Monitoring Postural Changes with Wearable Inertial Sensors

  • Edna Bernal Monroy,
  • Daniel Zafra Romero,
  • Macarena Espinilla Estévez,
  • Federico Cruciani,
  • Ian Cleland,
  • Chris Nugent and
  • Javier Medina-Quero

Pressure ulcers affect the quality of life and health level of patients while causing a cost increase for the health system. Despite all of this, there is no monitoring system for this disease, even though it is very common in hospitalized patients....

  • Proceeding Paper
  • Open Access
2 Citations
1,881 Views
8 Pages

Teaching programming in Primary Education has recently attracted a great deal of research interest. One global trend is using multimedia languages such as Scratch. However, it was our belief that by using Pedagogic Conversational Agents that dialog w...

  • Proceeding Paper
  • Open Access
3 Citations
2,428 Views
8 Pages

The PRISMA: A Visual Feedback Display for Learning Scenarios

  • Bernardo Tabuenca,
  • Luohong Wu and
  • Edmundo Tovar

Ambient displays can play an important role in the teaching process guiding students to perform learning activities in public spaces. In the last years, automated feedback is becoming popular due to the proliferation of sensors, actuators, mobile dev...

  • Proceeding Paper
  • Open Access
1 Citations
2,768 Views
8 Pages

Living in Virtual and Real Worlds: A Didactic Experience

  • María J. Lasala,
  • Santiago Jara and
  • Xavier Alamán

During the last decade some technologies have achieved the necessary maturity to allow the widespread emergence of Virtual Worlds; many people are living an alternative life in them. One objective of this paper is to argue that the blending of real a...

  • Proceeding Paper
  • Open Access
6 Citations
2,562 Views
13 Pages

The Internet of things (IoT) is characterized by billions of heterogeneous, distributed, and intelligent objects—both from the digital and the physical worlds—running applications and services. Objects are connected through heterogeneous...

  • Proceeding Paper
  • Open Access
1 Citations
2,002 Views
13 Pages

FOX: A Flexible and Heterogeneus Mixed User Model to Address Sustainable Behaviour in Smart Environments

  • Ane Irizar-Arrieta,
  • Aiur Retegi,
  • Diego Casado-Mansilla,
  • Matthias Laschke and
  • Diego López-de-Ipiña

Addressing how human behaviour can be taken into account when designing for sustainability is an emerging topic in the development of pro-environmental person-centred smart systems. Indeed, user diversity and categorisation in the context of sustaina...

  • Proceeding Paper
  • Open Access
1,610 Views
8 Pages

The best Open Educational Resources (OER) for each final user can be hard to find. OER come from lots of sources, in many different formats, conforming to a diverse logical structure and each user may present different objectives depending on their r...

  • Proceeding Paper
  • Open Access
1 Citations
2,535 Views
7 Pages

Fire Science Living Lab for Flashover Prediction

  • Daniel Cortés,
  • David Gil and
  • Jorge Azorín

There is a huge demand for new techniques and technologies to tackle life-threatening in fire emergencies. Enclosure fires are a type of emergency involving firefighters whose lives are sometimes put at risk. In any confined fire, the emergency team...

  • Proceeding Paper
  • Open Access
4 Citations
2,156 Views
10 Pages

Blockchain-Based Ubiquitous Transport and Logistics Monitoring System

  • Alexandra Rivero-García,
  • Iván Santos-González,
  • Cándido Caballero-Gil,
  • Jezabel Molina-Gil,
  • Candelaria Hernández-Goya and
  • Pino Caballero-Gil

Logistics and transport have become an increasingly important topic in recent years. In this kind of scenario, being able to offer added value to users means an important improvement in the services offered by the different companies. Different actor...

  • Proceeding Paper
  • Open Access
2 Citations
2,144 Views
12 Pages

Toward Precision Rehabilitation for Neurological Diseases: Data-Driven Approach to Exergame Personalization

  • Santiago Schez-Sobrino,
  • David Vallejo,
  • Carlos Glez-Morcillo,
  • Jose Jesus Castro-Schez and
  • Javier Albusac

Physical rehabilitation of patients affected by neurological diseases is currently an unmet clinical need due to the high cost of health systems and the impact that rehabilitation has on patients and their families. This paper introduces an approach...

  • Proceeding Paper
  • Open Access
1 Citations
1,802 Views
9 Pages

Connected Health Living Lab

  • Elizabeth Martin,
  • Ian Cleland,
  • Chris Nugent,
  • Claire Orr,
  • Tanya McCance,
  • Assumpta Ryan and
  • Jim McLaughlin

The school of computing, in collaboration with the institute of nursing and health research and the school of engineering, recently established the connected health living lab (CH:LL) at Ulster University. CH:LL offers a dedicated environment to sup...

  • Proceeding Paper
  • Open Access
2 Citations
2,287 Views
12 Pages

Improving Packaging Design Using Virtual Reality in the Market Research Process

  • Ana Brenes,
  • Gabriela Marín-Raventós and
  • Gustavo López

Market research is important because every company wants to stand out from their competitors. However, there are well-known weaknesses of traditional market research methods. This research presents a virtual reality system that aims to improve the qu...

  • Proceeding Paper
  • Open Access
1 Citations
2,183 Views
7 Pages

FLEXEHR: Proposal of a Platform for Interoperability between Information Systems Based on Electronic Medical Records in Panama

  • Mel Nielsen,
  • Amilkar Saavedra,
  • Vladimir Villarreal,
  • Lilia Muñoz and
  • Yarisol Castillo

The existing technologies, systems, or models in the hospital system, in certain aspects have, in terms of integrity, difficulties in carrying out an adequate, systematic, and automated record of patient data. To this end, the electronic health recor...

  • Proceeding Paper
  • Open Access
50 Citations
31,601 Views
12 Pages

Standardized Questionnaires for User Experience Evaluation: A Systematic Literature Review

  • Ignacio Díaz-Oreiro,
  • Gustavo López,
  • Luis Quesada and
  • Luis A. Guerrero

Standardized questionnaires are one of the methods used to evaluate User Experience (UX). Standardized questionnaires are composed of an invariable group of questions that users answer themselves after using a product or system. They are considered r...

  • Proceeding Paper
  • Open Access
2 Citations
1,629 Views
12 Pages

Timing requirements are present in many current context-aware and ambient intelligent applications. These kinds of applications usually demand a timing response according to needs dealing with context changes and user interactions. The current work i...

  • Proceeding Paper
  • Open Access
2,307 Views
8 Pages

Enhancing the Children’s Learning Experience of Mexican Traditions through Augmented Reality

  • Marcela D. Rodríguez,
  • Katherine Caillahua-Castillo,
  • Hector R. Delgado-Valenzuela,
  • Yue H. Zhou and
  • Ángel G. Andrade

During the “Day of the Dead” celebration in México, altars are installed to commemorate the dead in different places, such as schools’ libraries. To preserve this cultural tradition, students visit them to know about the mean...

  • Proceeding Paper
  • Open Access
1 Citations
1,606 Views
10 Pages

A Study on the Behavior of Clustering Techniques for Modeling Travel Time in Road-Based Mass Transit Systems

  • Teresa Cristóbal,
  • Gabino Padrón,
  • Alexis Quesada-Arencibia,
  • Francisco Alayón,
  • Gabriel de Blasio and
  • Carmelo R. García

In road-based mass transit systems, the travel time is a key factor affecting quality of service. For this reason, to know the behavior of this time is a relevant challenge. Clustering methods are interesting tools for knowledge modeling because thes...

  • Proceeding Paper
  • Open Access
7 Citations
3,085 Views
12 Pages

Generation of Adaptive Mobile Applications Based on Design Patterns for User Interfaces

  • Amani Braham,
  • Félix Buendía,
  • Maha Khemaja and
  • Faiez Gargouri

Generating mobile apps represents a big challenge in several areas, such as considering audience needs, adapting their user interfaces to such needs, dealing with design constraints or using different development technologies. The present work seeks...

  • Proceeding Paper
  • Open Access
5 Citations
2,501 Views
7 Pages

Evaluating the Nao Robot in the Role of Personal Assistant: The Effect of Gender in Robot Performance Evaluation

  • Adrian Vega,
  • Kryscia Ramírez-Benavides,
  • Luis A. Guerrero and
  • Gustavo López

By using techniques such as the Wizard of Oz (WoZ) and video capture, this paper evaluated the performance of the Nao Robot in the role of a personal assistant, which was valuated alongside the impact of the assigned gender (male/female) in the perce...

  • Proceeding Paper
  • Open Access
1,827 Views
8 Pages

Collaborative Modeling of Group Learning Applications Using Eclipse Technology

  • Yoel Arroyo,
  • Ana I. Molina,
  • Miguel A. Redondo,
  • Jesús Gallardo and
  • Carmen Lacave

The design and creation of groupware tools is a complex task that usually requires the participation of different stakeholders (software engineers, designers, etc.), either working at the same time or collaborating asynchronously. This paper describe...

  • Proceeding Paper
  • Open Access
1 Citations
3,150 Views
14 Pages

Architecture to Design Booking Appointment Applications for the Smart Personal Assistant Alexa

  • Andrés Meza,
  • Gustavo López,
  • Luis Quesada and
  • Luis A. Guerrero

The intelligent smart assistants are becoming more interactive and helpful for everyday tasks. The Amazon Echo has potential for advanced voice interactions and as a tool for conducting complex tasks. The potential of the Amazon Echo in the area of b...

  • Proceeding Paper
  • Open Access
1,659 Views
10 Pages

Data Framework for Road-Based Mass Transit Systems Data Mining Project

  • Teresa Cristóbal,
  • Gabino Padrón,
  • Alexis Quesada-Arencibia,
  • Francisco Alayón and
  • Carmelo R. García

The current paradigm of intelligent transport systems (ITS) is based on the continuous observation of what is happening in the transport network and the continuous processing of data coming from these observations. This implies the handling and proce...

  • Proceeding Paper
  • Open Access
2 Citations
2,096 Views
13 Pages

Self-Adaptation of mHealth Devices: The Case of the Smart Cane Platform

  • Inmaculada Ayala,
  • Joaquín Ballesteros,
  • Juan Rafael Caro-Romero,
  • Mercedes Amor and
  • Lidia Fuentes

Nowadays, more than one billion people are in need of one or more assistive technologies, and this number is expected to increase beyond two billion by 2050. The majority of assistive technologies are supported by battery-operated devices like smartp...

  • Proceeding Paper
  • Open Access
1 Citations
1,771 Views
9 Pages

Some ethical evaluation models for Intelligent Assistive Technologies (IATs) have been presented in the literature. However, it has been proven that the vast majority of IATs were designed in the absence of explicit ethical values and considerations....

  • Proceeding Paper
  • Open Access
3 Citations
2,919 Views
10 Pages

Harassment Detection Using Machine Learning and Fuzzy Logic Techniques

  • Jezabel Molina-Gil,
  • José A. Concepción-Sánchez and
  • Pino Caballero-Gil

Social networks, instant messaging applications, smartphones and the Internet are the main technological tools used by adolescents for communication. While they can benefit from those tools, they can also be used as a weapon for harassment. Cyberbull...

  • Proceeding Paper
  • Open Access
12 Citations
2,970 Views
11 Pages

How to Enable Delay Tolerant Network Solutions for Internet of Things: From Taxonomy to Open Challenges

  • Selma Bounsiar,
  • Fatima Zohra Benhamida,
  • Abderrazak Henni,
  • Diego López de Ipiña and
  • Diego Casado Mansilla

Internet of Things (IoT) is witnessing an increasing range of application domains (industry 4.0, eHealth, smart city, etc.). Meanwhile, IoT is still facing communication challenges because of limited capabilities in computing, storage and energy cons...

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