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Applied Informatics

Second International Conference, ICAI 2019, Madrid, Spain, November 7–9, 2019, Proceedings

  • Hector Florez
  • Marcelo Leon
  • Jose Maria Diaz-Nafria
  • Simone Belli
Conference proceedings ICAI 2019

Part of the Communications in Computer and Information Science book series (CCIS, volume 1051)

Table of contents

  1. Front Matter
    Pages i-xiv
    PDF

  2. Bioinformatics

    1. Front Matter
      Pages 1-1
      PDF
    2. Bioinformatics Methods to Discover Antivirals Against Zika Virus
      Karina Salvatierra, Marcos Vera, Hector Florez
      Pages 3-14

  3. Data Analysis

    1. Front Matter
      Pages 15-15
      PDF
    2. Academic Behavior Analysis in Virtual Courses Using a Data Mining Approach
      Dario Delgado-Quintero, Olmer Garcia-Bedoya, Diego Aranda-Lozano, Pablo Munevar-Garcia, Cesar O. Diaz
      Pages 17-31
    3. Analysis of Usability of Various Geosocial Network POI in Tourism
      Jiří Kysela
      Pages 32-42
    4. Application of the Requirements Elicitation Process for the Construction of Intelligent System-Based Predictive Models in the Education Area
      Cinthia Vegega, Pablo Pytel, María Florencia Pollo-Cattaneo
      Pages 43-58
    5. Evaluating Student Learning Effect Based on Process Mining
      Yu Wang, Tong Li, Congkai Geng, Yihan Wang
      Pages 59-72
    6. Evalu@: An Agnostic Web-Based Tool for Consistent and Constant Evaluation Used as a Data Gatherer for Artificial Intelligence Implementations
      Fernando Yepes-Calderon, Juan F. Yepes Zuluaga, Gonzalo E. Yepes Calderon
      Pages 73-84
    7. Model for Resource Allocation in Decentralized Networks Using Interaction Nets
      Joaquín F. Sánchez, Juan P. Ospina, Carlos Collazos-Morales, Henry Avendaño, Paola Ariza-Colpas, N. Vanesa Landero
      Pages 85-101
    8. RefDataCleaner: A Usable Data Cleaning Tool
      Juan Carlos Leon-Medina, Ixent Galpin
      Pages 102-115
    9. Study of Crime Status in Colombia and Development of a Citizen Security App
      Raquel E. Canon-Clavijo, Cesar O. Diaz, Olmer Garcia-Bedoya, Holman Bolivar
      Pages 116-130
    10. University Quality Measurement Model Based on Balanced Scorecard
      Thalia Obredor-Baldovino, Harold Combita-Niño, Tito J. Crissien-Borrero, Emiro De-la-Hoz-Franco, Diego Beltrán, Iván Ruiz et al.
      Pages 131-144

  4. Decision Systems

    1. Front Matter
      Pages 145-145
      PDF
    2. Algorithmic Discrimination and Responsibility: Selected Examples from the United States of America and South America
      Musonda Kapatamoyo, Yalitza Therly Ramos-Gil, Carmelo Márquez Dominiguez
      Pages 147-157
    3. Continuous Variable Binning Algorithm to Maximize Information Value Using Genetic Algorithm
      Nattawut Vejkanchana, Pramote Kucharoen
      Pages 158-172
    4. CVRPTW Model for Cargo Collection with Heterogeneous Capacity-Fleet
      Jorge Ivan Romero-Gelvez, William Camilo Gonzales-Cogua, Jorge Aurelio Herrera-Cuartas
      Pages 173-184
    5. Evaluation of Transfer Learning Techniques with Convolutional Neural Networks (CNNs) to Detect the Existence of Roads in High-Resolution Aerial Imagery
      Calimanut-Ionut Cira, Ramon Alcarria, Miguel-Ángel Manso-Callejo, Francisco Serradilla
      Pages 185-198
    6. Predicting Stock Prices Using Dynamic LSTM Models
      Duc Huu Dat Nguyen, Loc Phuoc Tran, Vu Nguyen
      Pages 199-212

  5. Health Care Information Systems

    1. Front Matter
      Pages 213-213
      PDF
    2. Hyperthermia Study in Breast Cancer Treatment Using a New Applicator
      H. F. Guarnizo Mendez, M. A. Polochè Arango, J. F. Coronel Rico, T. A. Rubiano Suazo
      Pages 215-229
    3. Manual Segmentation Errors in Medical Imaging. Proposing a Reliable Gold Standard
      Fernando Yepes-Calderon, J. Gordon McComb
      Pages 230-241

  6. IT Architectures

    1. Front Matter
      Pages 243-243
      PDF
    2. A Proposal Model Based on Blockchain Technology to Support Traceability of Colombian Scholar Feeding Program (PAE)
      Carol Cortés, Alejandro Guzmán, Camilo Andrés Rincón-González, Catherine Torres-Casas, Camilo Mejía-Moncayo
      Pages 245-256
    3. Capacity of Desktop Clouds for Running HPC Applications: A Revisited Analysis
      Jaime Chavarriaga, Carlos E. Gómez, David C. Bonilla, Harold E. Castro
      Pages 257-268
    4. Migration to Microservices: Barriers and Solutions
      Javad Ghofrani, Arezoo Bozorgmehr
      Pages 269-281
    5. Towards a Maturity Model for Cloud Service Customizing
      Oscar Avila, Cristian Paez, Dario Correal
      Pages 282-294
    6. Towards an Architecture Framework for the Implementation of Omnichannel Strategies
      Nestor Suarez, Oscar Avila
      Pages 295-309

  7. Learning Management Systems

    1. Front Matter
      Pages 311-311
      PDF
    2. Connecting CS1 with Student’s Careers Through Multidisciplinary Projects. Case of Study: Material Selection Following the Ashby Methodology
      Bruno Paucar, Giovanny Chunga, Natalia Lopez, Clotario Tapia, Miguel Realpe
      Pages 313-326
    3. Development of Online Clearance System for an Educational Institution
      Oluranti Jonathan, Sanjay Misra, Funmilayo Makinde, Robertas Damasevicius, Rytis Maskeliunas, Marcelo Leon
      Pages 327-339
    4. Enhanced Sketchnoting Through Semantic Integration of Learning Material
      Aryobarzan Atashpendar, Christian Grévisse, Steffen Rothkugel
      Pages 340-353

  8. Robotic Autonomy

    1. Front Matter
      Pages 353-353
      PDF
    2. Comparative Analysis of Three Obstacle Detection and Avoidance Algorithms for a Compact Differential Drive Robot I N V-Rep
      Chika Yinka-Banjo, Obawole Daniel, Sanjay Misra, Oluranti Jonathan, Hector Florez
      Pages 357-369

  9. Security Services

    1. Front Matter
      Pages 371-371
      PDF
    2. A Secured Private-Cloud Computing System
      Modebola Olowu, Chika Yinka-Banjo, Sanjay Misra, Hector Florez
      Pages 373-384
    3. Comparative Evaluation of Techniques for Detection of Phishing URLs
      Oluwafemi Osho, Ayanfeoluwa Oluyomi, Sanjay Misra, Ravin Ahuja, Robertas Damasevicius, Rytis Maskeliunas
      Pages 385-394

  10. Socio-technical Systems

    1. Front Matter
      Pages 395-395
      PDF
    2. Cultural Archaeology of Video Games: Between Nostalgic Discourse, Gamer Experience, and Technological Innovation
      Simone Belli, Cristian López Raventós
      Pages 397-409
    3. Effects of Digital Transformation in Scientific Collaboration. A Bibliographic Review
      Simone Belli
      Pages 410-422
    4. glossaLAB: Co-creating Interdisciplinary Knowledge
      José María Díaz-Nafría, Teresa Guarda, Mark Burgin, Wolfgang Hofkirchner, Rainer Zimmermann, Gerhard Chroust et al.
      Pages 423-437
    5. ICT and Science: Some Characteristics of Scientific Networks and How They Apply Information Technology
      Simone Belli, Ernesto Ponsot
      Pages 438-452
    6. ICTs Connecting Global Citizens, Global Dialogue and Global Governance. A Call for Needful Designs
      Wolfgang Hofkirchner, José María Díaz-Nafría, Peter Crowley, Wilfried Graf, Gudrun Kramer, Hans-Jörg Kreowski et al.
      Pages 453-468
    7. Introduction to the Mathematical Theory of Knowledge Conceptualization: Conceptual Systems and Structures
      Mark Burgin, José María Díaz-Nafría
      Pages 469-482

  11. Software Design Engineering

    1. Front Matter
      Pages 483-483
      PDF
    2. Dynamic Interface and Access Model by Dead Token for IoT Systems
      Jorge Hernandez, Karen Daza, Hector Florez, Sanjay Misra
      Pages 485-498
    3. Evaluation of the Performance of Message Routing Protocols in Delay Tolerant Networks (DTN) in Colombian Scenario
      Nazhir Amaya-Tejera, Farid Meléndez-Pertuz, Rubén Sánchez-Dams, José Simancas-García, Iván Ruiz, Hermes Castellanos et al.
      Pages 499-516
    4. Recovering Fine Grained Traceability Links Between Software Mandatory Constraints and Source Code
      Alejandro Velasco, Jairo Hernan Aponte Melo
      Pages 517-532
    5. Using Graph Embedding to Improve Requirements Traceability Recovery
      Shiheng Wang, Tong Li, Zhen Yang
      Pages 533-545
  12. Back Matter
    Pages 547-548
    PDF

About these proceedings

Introduction

This book constitutes the thoroughly refereed papers of the Second International Conference on Applied Informatics, ICAI 2019, held in Madrid, Spain, in November 2019.

The 37 full papers and one short paper were carefully reviewed and selected from 98 submissions. The papers are organized in topical sections on bioinformatics; data analysis; decision systems; health care information systems; IT Architectures; learning management systems; robotic autonomy; security services; socio-technical systems; software design engineering.

Keywords

ad hoc networks artificial intelligence computer networks data security education education computing mobile computing routing protocols semantics software engineering software evaluation telecommunication networks web services World Wide Web

Editors and affiliations

  1. 1.Universidad Distrital Francisco Jose de CaldasBogotaColombia
  2. 2.Universidad Nacional de LojaLojaEcuador
  3. 3.Universidad a Distancia de MadridMadridSpain
  4. 4.Universidad Complutense de MadridMadridSpain

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-32475-9
  • Copyright Information Springer Nature Switzerland AG 2019
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-32474-2
  • Online ISBN 978-3-030-32475-9
  • Series Print ISSN 1865-0929
  • Series Online ISSN 1865-0937
  • Buy this book on publisher's site
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