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Selecting Relevant Parameters for Personalisation Based on Existing Learning Materials 13

Selecting Relevant Parameters for Personalisation Based on E...

引用

13th International Conference on Electronics, computers and Artificial Intelligence, ECAI 2021

作者： Apoki, Ufuoma Chima Al-Chalabi, Humam K. Majeed Hussein, Aqeel M. Ali. Alexandru Ioan Cuza University Faculty of Computer Science Iasi Romania University of Craiova Faculty of Automatics Computer Science and Electronics Craiova Romania

ISBN: (纸本)9781665425346

When there is a set of characteristics (from learners' preferences, skills, abilities, etc. or their interactions with a learning platform) that can serve as criteria for personalisation in a course (in a curriculum), the alternative to implementing a strategy that incorporates all possible characteristics, is selecting relevant criteria for each course from the possible set of characteristics. Choosing relevant personalisation criteria for each course can reduce the effort and time required by course instructors to prepare learning materials to satisfy personalisation strategies. This paper presents an approach to select relevant parameters to personalise different courses in a curriculum based on the learning materials in each course. Two metrics are described in this process based on the semantic mapping between learning materials, annotated with specific elements of the Learning Object Metadata (LOM) standard, and dimensions of different personalisation parameters. These metrics, which are automatically calculated, have been implemented using a course on a Moodle platform. © 2021 IEEE.

关键词： Metadata

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Precise ratio control structure for nonlinear blend processes

Precise ratio control structure for nonlinear blend processe...

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2012 20th Mediterranean Conference on Control and Automation, MED 2012

作者： Lupu, Ciprian Popescu, Dumitru Gyorodi, Robert Udrea, Andreea Automatics and Computer Science Faculty University Politehnica Bucharest Romania University of Oradea Romania

ISBN: (纸本)9781467325318

This paper proposes a precise structure solution for the ratio control of nonlinear processes blend stations. The main feature of the proposed structure is to give a good ratio performance for both set-point changes and load disturbances that might occur in any one of the loops. For each loops (two or more) a nonlinear structure based on a multiple model and nonlinearity compensator is proposed. The main advantages consist in a classic tuning procedure for each of the controllers and a very simple procedure for nonlinearity determination, suitable for industrial applications. All components of control structure ware implemented on real time control application. © 2012 IEEE.

关键词： Real time control

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Towards an integrated approach for enterprise system redesign in manufacturing

Towards an integrated approach for enterprise system redesig...

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14th IFAC Symposium on Information Control Problems in Manufacturing, INCOM'12

作者： Cojocaru, Luiza Elena Nedelcu, Raluca Andreea Burlacu, George Stanescu, Aurelian Mihai University Politehnica Bucharest Faculty of Automatics and Computer Science CO 060042 Bucharest Romania

ISBN: (纸本)9783902661982

Based on studies developed in Knowledge Management Department from University of Vienna and Human Resources Training Center from University Politehnica Bucharest, the present paper describes some important concepts and methods which are important for modeling and controlling the business as a system. New product development processes are based on creative business processes. They consist of a project level where the coordination of different business processes lakes place. The business process management can be supported by Information Processing & Electronic Communication tool cases. The sub-processes must be bound together, coordinated and their execution has to be controlled. A new modeling concept, architecture and an efficient implementation should aid managers to select the optimum solution in an efficient manner. Furthermore this paper provides a method for assessment and improvement of the business processes. © 2012 IFAC.

关键词： Web services

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A Semantic Approach to Multi-parameter Personalisation of E-Learning Systems 7th

A Semantic Approach to Multi-parameter Personalisation of E-...

引用

7th International Conference on Modelling and Development of Intelligent Systems, MDIS 2020

作者： Al-Chalabi, Humam K. Majeed Apoki, Ufuoma Chima Faculty of Automatics Computer Science and Electronics University of Craiova Craiova Romania Faculty of Computer Science Alexandru Ioan Cuza University Iasi Romania

ISBN: (纸本)9783030685263

This paper presents a model framework for achieving semantic adaptation in e-learning systems using multiple parameters for personalisation. The proposed model, which utilises semantic technologies, aims to boost learning experiences and outcomes within the process of learning. This is often achieved through a mechanism that adapts the educational contents of a course in keeping with student’s preferences expressed by multiple parameters (such as their learning styles, media preferences, level of data, language, etc.) The variation process involves real-time mapping of learning resources and student data, semantic annotation, metadata enrichment of learning resources, creation of student profile with relevant preferences, and personalisation of every course in step with the foremost suitable (or preferred) parameters. Achieving this entailed the creation of an ontology and several other modules that work in the background of the adaptive process. © 2021, Springer Nature Switzerland AG.

关键词： Ontology

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Software agent systems for improving performance of multi-robot groups

Software agent systems for improving performance of multi-ro...

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作者： Turek, Wojciech Cetnarowicz, Krzysztof Zaborowski, Wojciech AGH University of Science and Technology Faculty of Electrical Engineering Automatics Computer Science and Electronics Department of Computer Science Krakow Poland

Agent paradigm is becoming more and more popular in design of complex multi-robot systems. Similarities between features attributed to robots and agents lead to defining an agent as a single robot control program or even calling a robot an "embodied agents". This approach can cause serious issues concerning scalability, extensibility and performance of large-scale multi-robot systems. In this paper a different approach to design and implementation of software systems managing mobile robots is presented. It is based on the logical separation of a hardware robot and a software agent. The paper focuses on improvements in system performance achieved by using the approach. Three exemplary applications are described and experimental results are provided.

关键词： Multipurpose robots

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Analyzing gene expression data on a 3D scatter plot

Analyzing gene expression data on a 3D scatter plot

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6th International Conference on Soft Computing Models in Industrial and Environmental Applications, SOCO 2011

作者： García, Carlos Armando Castellanos-Garzón, José A. Blanco, Carlos González Department of Computer Science and Automatics Faculty of Science University of Salamanca Spain CGB Informática Spain

ISBN: (纸本)9783642196430

This paper proposes a visual approach based on a 3D scatter plot, which is applied to DNA microarray data cluster analysis. To do that, an algorithm of computing boundary genes of a cluster is presented. After applying this algorithm, it is possible to build 3D cluster surfaces. On the other hand, gene clusters on the scatter plot can be visually validated with a reference partition of the used data set. The experiments showed that this approach can be useful in DNA microarray cluster analysis. © 2011 Springer-Verlag Berlin Heidelberg.

关键词： Cluster analysis

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Application of the modern programming techniques in creation of the programs for simulation and identification of the electromechanical systems

Application of the modern programming techniques in creation...

引用

EUROCON 2007 - The International Conference on computer as a Tool

作者： Macek-Kaminska, Krystyna Kaminski, Marcin Faculty of Electrical Engineering Automatics and Computer Science Opole University of Technology Opole Poland

ISBN: (纸本)142440813X

The paper presents the authors' experiences in the creation of the applications for simulation of the electromechanical systems and estimation of their mathematical models' parameters. For more than twenty years the problem of simulation and identification of the electrical machines parameters was a subject of investigation in the Chair of Electromechanical Systems and Industrial Electronic of faculty of Electrical Engineering, automatics and computer science in Opole University of Technology [1]-[9]. In the paper the methods used on the stage of creating of the applications and exemplary results of the calculations will be briefly presented. Additionally - according to the subject of the Conference: computer as a tool - some proposals of the advanced, and in a way untypical use of the selected free computer tools will be described.

关键词： Object oriented programming

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Introduction to car failure detection system based on diagnostic interface

Introduction to car failure detection system based on diagno...

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2018 International Interdisciplinary PhD Workshop, IIPhDW 2018

作者： Kowalik, Bartosz AGH University of Science and Technology Faculty of Electrical Engineering Automatics Computer Science and Biomedical Engineering Poland

ISBN: (纸本)9781538661437

Modern cars are full of embedded systems that control cars' components. For diagnostics purposes On-Board Diagnostics (ODB) is used. ODB can be used to read variety of car parameters. The paper describes how such a data collecting environment can be build and how to obtain real data from a car. It contains preliminary results of data analysis that were gathered from a car with malfunctioning thermostat. © 2018 IEEE.

关键词： Embedded systems

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Adaptive Technique of Impulsive Noise Removal in Color Digital Images 10

Adaptive Technique of Impulsive Noise Removal in Color Digit...

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10th International Conference on Electrical and Electronics Engineering, ICEEE 2023

作者： Smolka, Bogdan Mendrela, Monika Kusnik, Damian Smolka, Milena Silesian University of Technology Faculty of Automatics Electronics and Informatics Gliwice Poland Agh University of Science and Technology Faculty of Electrical Engineering Automatics Computer Science and Biomedical Engineering Krakow Poland

ISBN: (纸本)9798350304299

This paper describes a new technique for removing impulsive noise in digital color images. The proposed method uses a measure of the pixel distortion caused by the impulsive noise, expressed as the sum of the Euclidean distances between the central pixel and its closest neighbors in the filtering window. This corruption measure is used to determine a weighted average of the pixels from the local neighborhood that is not affected by the distorted pixels. The filtering output is obtained using a soft switching scheme, where the denoising result is determined as a weighted average of the central pixel of a processing window and its robust estimate. The weighting coefficient is calculated based on the amount of distortion of the central pixel. Thus, if the central pixel is highly distorted, it is replaced by its robust estimate, otherwise it is not significantly changed. The parameters that determine the image enhancement result are adaptively adjusted by using a noise-resistant image contrast measure. The proposed filter design is able to effectively suppress impulsive noise while preserving fine image details and edges. Comparison with existing algorithms shows that the proposed method provides better denoising results than the most efficient filters designed for impulsive noise suppression in color images. Moreover, the new method is very fast and can be used in real-time denoising scenarios. © 2023 IEEE.

关键词： Image enhancement

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A wearable multi-sensor solution for daily activities monitoring with an expanded respiratory part

A wearable multi-sensor solution for daily activities monito...

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2018 Baltic URSI Symposium, URSI 2018

作者： Grochala, Dominik Kajor, Marcin Kantoch, Eliasz Faculty of Electrical Engineering Automatics Computer Science and Biomedical Engineering AGH University of Science and Technology Krakow Poland

ISBN: (纸本)9788394942137

In this paper, we propose a wearable multi-sensor solution for monitoring daily activities, with an expanded respiratory part. The solution is based on a set of wearable sensors and microcontroller-based acquisition unit with both analog and digital sensor interfaces. The designed wearable device enables acquisition of the following signals: Single-lead ECG, respiration signal, body and ambient temperature, barometric pressure, light intensity and acceleration. Two separate wearable respiration sensors were designed based on a conductive thread and a piezo film element. In the experimental part, the signals were recorded during selected activities of daily life (ADL). The evaluation of the wearable breathing sensors showed that all breaths were detected correctly. The aim of this paper is to demonstrate that the developed hardware can be successfully integrated into a wearable health monitoring system for ADL activity monitoring. Additionally, it can be a valuable platform for educational engineering purposes due to its compatibility with Arduino and standard sensor interfaces. Several limitations and drawbacks of the designed system have also been identified. © 2018 Warsaw University of Technology.

关键词： Wearable sensors

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