ICT Innovations 2016

Cognitive Functions and Next Generation ICT Systems
 
 
Springer (Verlag)
  • erschienen am 11. Oktober 2017
  • |
  • XIII, 252 Seiten
 
E-Book | PDF mit Adobe DRM | Systemvoraussetzungen
E-Book | PDF mit Wasserzeichen-DRM | Systemvoraussetzungen
978-3-319-68855-8 (ISBN)
 

The International Conference on ICT Innovations was held in September 2016, in Ohrid, Macedonia, with the main topic "Cognitive Functions and Next Generation ICT Systems".

We live in the era where technologies are intimately woven into virtually all aspects of daily life and are becoming almost invisible. While these technologies have considerable benefits, they also have a number of shortcomings and unforeseen consequences. For example, on the one hand, bodily sensors that track physical activity, physiological parameters and sleep patterns can help promote healthy habits and can enable early detection of problems. On the other hand, attention spans are becoming shorter and shorter due to constant interruptions by notifications, emails, and instant messages being delivered to cell phones or watches, and similar disturbances. Moreover, the privacy issues involved in storing and manipulation of these data must not be neglected.

The technological convergence of sciences that were considered separate in the past, like information and communication technologies, cognitive sciences, nanotechnologies and biotechnologies, determines not only our society, health and economy, but also our education and culture.

The conference gathered academics, professionals and practitioners involved in developing solutions and systems in the industrial and business arena, especially innovative commercial implementations, to discuss novel applications of these next-generation, emerging technologies in the context of human cognitive functions.

  • Global Poetics
  • |
  • Literatur- und kulturwissenschaftliche Studien zur Globalisierung
  • |
  • 665
1st ed. 2018
  • Englisch
  • Cham
  • |
  • Schweiz
Springer International Publishing
  • 64
  • |
  • 100 farbige Tabellen, 64 s/w Abbildungen
  • |
  • 64 schwarz-weiße Abbildungen, 100 farbige Tabellen, Bibliographie
  • 15,60 MB
978-3-319-68855-8 (9783319688558)
3319688553 (3319688553)
10.1007/978-3-319-68855-8
weitere Ausgaben werden ermittelt
  • Intro
  • Preface
  • Organization
  • Conference and Program Chairs
  • Program Committee
  • Organizing Committee
  • Technical Committee
  • Contents
  • Invited Keynote Papers
  • Towards Multimodal Affective Stimulation: Interaction Between Visual, Auditory and Haptic Modalities
  • 1 Affective Computing
  • 2 Affect Generation
  • 3 Multisensory Integration of Percepts
  • 4 Integration of Visual-Haptic Stimuli
  • 5 Integration of Audio-Haptic Stimuli
  • 6 Conclusion and Future Work
  • References
  • Cognitive and Emotive Robotics: Artificial Brain Computing Cognitive Actions and Emotive Evaluations, Since 1981
  • Abstract
  • 1 Introduction
  • 2 Abstract Automata, Chess Playing Programs, Neural Networks
  • 3 Minsky, Klopf, Arbib
  • 4 Adaptive Networks Group (ANW), 1980-1981
  • 5 ANW Challenges, 1981
  • 6 Two Approaches Toward the Challenges
  • 6.1 Crucial Concept of Actor/Critic Architecture: Prediction
  • 6.2 Crucial Concept of Crossbar Adaptive Array Architecture: Emotion
  • 6.3 CAA Secondary Reinforcement Learning (Emotion Backpropagation)
  • 6.4 CAA Self-Learning Solution
  • 7 1981 Results
  • 8 After 1981: Relevant Works
  • 9 Conclusion
  • Acknowledgement
  • References
  • Metaphors of Creativity
  • 1 Introduction
  • 2 Spatial Metaphors
  • 3 Visual Metaphors
  • 4 Force Metaphors
  • 5 Boundary Metaphors
  • 6 Analysis
  • 7 Figure-Ground Reversal
  • 7.1 Thought Experiments
  • 7.2 Trickery
  • 7.3 Jokes
  • 7.4 Formal Reasoning
  • 7.5 Levels of Reversal
  • 8 Synthesis
  • 9 Conclusions
  • References
  • Socially Intelligent Robots, the Next Generation of Consumer Robots and the Challenges
  • 1 New Wave of Social Robots and the Need of Social Intelligence
  • 2 Social Intelligence and Robot Learning from Human
  • 3 SoftBank Robotics, Developing Robots for Well Being of Society and Smarter Living
  • 4 Some Key European Union Projects and Activities, Breaking the Scientific and Technological Barriers
  • 5 Conclusion
  • References
  • Proceeding Papers
  • Hand Gesture Recognition Using Deep Convolutional Neural Networks
  • 1 Introduction
  • 2 Related Work
  • 3 Experimental Design
  • 3.1 Dataset
  • 3.2 Data Augmentation
  • 3.3 GoogLeNet
  • 3.4 AlexNet
  • 3.5 LeNet
  • 3.6 VGG Net
  • 3.7 Custom Model
  • 4 Results and Discussion
  • 5 Conclusion and Future Work
  • References
  • Computer-Based Statistical Description of Phonetical Balance for Romanian Utterances
  • 1 Introduction
  • 2 Distribution of Phonems
  • 3 Distribution of Consonant Clusters
  • 4 Phonetical Balance
  • 5 Conclusions
  • References
  • Distributed Private Key Generator for ID-Based Public Key Infrastructure
  • 1 Introduction
  • 2 Basics
  • 2.1 Secret Sharing
  • 2.2 ID-Based Cryptography
  • 3 Implementation
  • 4 Conclusion
  • References
  • Relation Between Statistical Tests for Pseudo-Random Number Generators and Diaphony as a Measure of Uniform Distribution of Sequences
  • Abstract
  • 1 Introduction
  • 2 Generators of Pseudo Random Numbers
  • 3 Diehard Tests
  • 4 Diaphony and Van der Corput Sequence
  • 5 Experiments
  • 6 Conclusions
  • Acknowledgements
  • References
  • Pattern Recognition of a Digital ECG
  • 1 Introduction
  • 2 Background
  • 3 Building a Pattern
  • 4 Using a Prebuilt Pattern for ECG Analysis
  • 5 Evaluation and Discussion
  • 6 Conclusion
  • References
  • Performance Evaluation of FIR and IIR Filtering of ECG Signals
  • 1 Introduction
  • 2 Filter Design for FIR and IIR Denoising of the ECG
  • 3 Programming Issues and Complexity Analysis
  • 4 Performance Evaluation
  • 5 Conclusion and Future Work
  • References
  • Influence of Fuzzy Tolerance Metrics on Classification and Regression Tasks for Fuzzy-Rough Nearest Neighbour Algorithms
  • Abstract
  • 1 Introduction
  • 2 Definition of Fuzzy Rough Sets
  • 3 The Algorithms
  • 3.1 k-Fuzzy Nearest Neighbour Classification (k-FNN and k-FRNNOn)
  • 3.2 k-Fuzzy-Rough Nearest Neighbour (FRNN and VQNN) Algorithms
  • 4 Experimentation
  • 4.1 Experimental Setup
  • 4.2 Experimental Results
  • 5 Conclusion
  • Acknowledgement
  • References
  • On the Kalman Filter Approach for Localization of Mobile Robots
  • 1 Introduction
  • 2 Data Description
  • 3 EKF Algorithm
  • 4 Noise Estimation Procedures
  • 4.1 Estimating the Measurement Noise
  • 4.2 Estimating the Process Noise
  • 5 Results
  • 6 Conclusions and Future Work
  • References
  • Evaluation of Automatically Generated Conceptual Database Model Based on Business Process Model: Controlled Experiment
  • 1 Introduction
  • 2 Related Work
  • 3 Overview of Evaluated Approach for Automatic CDM Synthesis Based on Collaborative BPM
  • 4 Experiment Design
  • 4.1 Experimental Context
  • 4.2 Variables
  • 4.3 Subjects, Settings and Assignments
  • 5 Results Analysis and Discussion
  • 5.1 Threats to Validity
  • 6 Conclusions and Future Work
  • References
  • Analysis of Protein Interaction Network for Colorectal Cancer
  • 1 Introduction
  • 2 Research Methods
  • 2.1 Identifying Seed Proteins
  • 2.2 Colorectal Cancer Protein-Protein Interaction Network
  • 3 Results and Discussion
  • 4 Conclusion
  • References
  • Using Sentiment Analysis of Twitter Data for Determining Popularity of City Locations
  • Abstract
  • 1 Introduction
  • 2 Related Work
  • 3 Classification of Geospatial Data
  • 4 Data Processing and Analysis
  • 5 Conclusion
  • References
  • Internet Addiction: Evaluating the Psychometric Properties of the IAT in Macedonia
  • Abstract
  • 1 Introduction
  • 2 Method
  • 2.1 Participants
  • 2.2 Instrument/Measures
  • 2.3 Procedure/Analysis
  • 3 Results
  • 3.1 Preliminary Analysis
  • 3.2 Factor Analysis
  • 4 IAT Analysis
  • 5 Discussion
  • References
  • Health Care Domain Mobile Reminder for Taking Prescribed Medications
  • Abstract
  • 1 Introduction
  • 2 Earlier Research
  • 3 Proposed Solution
  • 4 Implementation and Solution Architecture
  • 5 Conclusion
  • References
  • Enhancing Text-Based Relatedness Measures with Semantic Web Data
  • 1 Introduction
  • 2 Related Work
  • 3 Entity Relatedness Calculation
  • 3.1 Data Preparation
  • 3.2 Feature Selection
  • 3.3 Learning a Relatedness Function
  • 4 Evaluation
  • 4.1 Evaluation Dataset and Methodology
  • 4.2 Evaluation Results
  • 5 Conclusion
  • References
  • Power Consumption Analysis of Application Layer Protocols for the Internet of Things
  • Abstract
  • 1 Introduction
  • 1.1 Previous Work
  • 2 Scenario
  • 3 Analysis of Power Consumption
  • 3.1 Power Consumption Calculations
  • 3.2 Results and Discussions
  • 4 Conclusion
  • References
  • Improving Medical Cases Retrieval Using an Online Fact Database
  • 1 Introduction
  • 2 Related Work
  • 3 Query Expansion with On-Line Fact Database
  • 4 Experimental Setup and Evaluation
  • 4.1 Dataset
  • 4.2 Retrieval Details
  • 4.3 Evaluation Measures
  • 5 Results and Discussion
  • 6 Conclusion
  • References
  • Improving Scalability of Web Applications by Utilizing Asynchronous I/O
  • Abstract
  • 1 Introduction
  • 2 Previous Research
  • 3 Proof of Concept
  • 4 Transforming a Legacy Application into a Hybrid Approach
  • 5 Test Results
  • 5.1 Tests Configuration
  • 5.2 Evaluation
  • 6 Conclusion
  • References
  • Relevance Re-ranking Through Proximity Based Term Frequency Model
  • Abstract
  • 1 Introduction
  • 2 Outlier Mining
  • 3 Measuring Proximity for Outlier Mining
  • 4 Related Work
  • 5 PTF - A Framework for Web Content Outlier
  • 6 Experimental Results
  • 7 Conclusion and Future Work
  • References
  • Information System for Biosensors Data Exchange in Healthcare
  • 1 Introduction
  • 2 Related Work
  • 3 BIOHIS Architecture
  • 4 BIOHIS Data Model
  • 5 Implementation Scenarios
  • 5.1 Civil Disasters
  • 5.2 Military Environment
  • 6 Experiments and System Constraint Results
  • 7 Conclusion
  • References
  • An Automatic Tracking System for Natural Hazard Events with Satellite Remote Sensing
  • 1 Introduction
  • 2 Automatic Detection System
  • 2.1 Software Configuration
  • 2.2 Spatio-Temporal Design
  • 3 Results and Demonstrations
  • 3.1 Quantitative Results
  • 3.2 Spatial-Temporal Statistics
  • 4 Conclusions
  • References
  • Author Index

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