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ADOPTA model of learmer and educational game structure 11

ADOPTA model of learmer and educational game structure

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Proceedings of the 12th International Conference on computer systems and Technologies

作者： Aleksieva-Petrova, Adelina Petrov, Milen Department of Computer Systems Technical University of Sofia Bulgaria Department of Software Engineering Faculty of Mathematics and Informatics Bulgaria

ISBN: (纸本)9781450309172

Beside commercial games there are so-called educational games. When the main purpose of the game is to educate - then it is called educational game. In that kind of games the main focus of modelling is on design of learning elements around given educational course or around existing real-world educational curriculum. Educational games employed large variety of genres and it is difficult to be classified purely in one style, and often game is combination of different styles. For successful adaptive learning with game elements is necessary to research and specify different gaming styles, mapped to learning styles. This paper proposes a model of so called learmer (learner mapped with gamer style) and model of the educational game structures using and identifying the objects which are relevant for the domain of study and describing connecting relationships among these objects. © 2011 ACM.

关键词： Curricula

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An implementation of embedded real time system framework in service oriented architecture

An implementation of embedded real time system framework in ...

引用

4th International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2012

作者： Aghajani, Mahmood Jawawi, Dayang N. A. Department of Software Engineering Faculty of Computer Science and Information Systems Universiti Teknologi Malaysia Johor Bahru Malaysia

ISBN: (纸本)9780769548104

Currently, the complexity of embedded software is increased, hence, more efficient design approaches are demanded. Although component based design is well-defined for developing Embedded Real Time (ERT) systems, the design and implementation of ERT component software is slow and complex. Distributed ERT systems can reduce the complexity of a component and increase its reliability and re-usability as well. Currently, Service Oriented Architecture (SOA) is an excellent technology for the implementation of distributed software. Some platforms are introduced to implement the components in SOA concept such as Service Component Architecture (SCA) and OSGI (Open Services Gateway Initiative). SCA provides a hierarchical component composition, distributed configurations and an interconnection with various means to design and combine services. However, SCA is unable to discover and reference services dynamically. In contrast, OSGI focuses on loading the service component. The services can be stopped, loaded and unloaded in frameworks supported by OSGI. Hence, this paper proposes an integration of SCA and OSGI to introduce a new framework for the implementation of distributed ERT systems. © 2012 IEEE.

关键词： Information services

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The formal specification for competency requirements

The formal specification for competency requirements

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11th WSEAS International Conference on AIC'11, 4th WSEAS International Conference on BEBI'11, International Conference on Environment, Economics, Energy, Devices, systems, Communications, computers, Pure and Applied Mathematics

作者： Sidek, Roslina Mohd Noraziah, A. Faculty of Computer Systems and Software Engineering University Malaysia Pahang Lebuhraya Tun Razak 26300 Kuantan Malaysia

ISBN: (纸本)9781618040282

Competency is a vital characteristic to all area of action, especially in an emergency situation. This is because people must react according to what they supposed to react. If an individual lacking competence in the job or life, the person may take wrong action and make more loss in the area of work or situation such loss of life, injured, and others. To make them competence, people need to attend training. The training give them knowledge and skill. So, good attitude with knowledge and skill make them competence. A chemical company in Pahang, Malaysia has been selected as a case study to model the framework of emergency, response and preparedness (ERP). The framework of ERP was according to the company's competency by considering three elements which are the skill, knowledge and attitude. This paper presents the initialization theorem, pre-condition calculation and properties proving for competency requirement. The competency requirement specification written uses Z notation.

关键词： Formal specification

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Smart Home User Interface: Overview

Smart Home User Interface: Overview

引用

2023 International Conference on Industrial engineering, Applications and Manufacturing, ICIEAM 2023

作者： Faizrakhmanov, Renat Platunov, Alexey Bahrami, Mohammad Reza Innopolis University Cyberphysical Systems Laboratory Kazan Russia Itmo University Faculty of Software Engineering and Computer Systems Saint Petersburg Russia

ISBN: (纸本)9781665475952

This paper overviews the Smart Home User Interfaces (UI) in the following aspects: general definition of Human-Machine Interface (HMI), types of common Smart Home UI, market analysis of HMI, voice assistants and chatbots. This study was conducted to determine existed Smart Home UI and evaluate them in the future works. This comparing and evaluation needed to choose appropriate and convenient Smart Home UI for certain application. The overview leaded to the following findings: Smart Home market is growing;certain global trends influenced on this market and on HMI in general;certain groups of people are more interested in Smart Home technologies;each type of Smart Home User Interface has its leaders. This study can help researchers learn about the main types of Smart Home User Interfaces and trends in this market. © 2023 IEEE.

关键词： User interfaces

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Smart Home User Interface: Development and Comparison

Smart Home User Interface: Development and Comparison

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2023 International Conference on Industrial engineering, Applications and Manufacturing, ICIEAM 2023

作者： Faizrakhmanov, R. Platunov, A. Bahrami, M. Innopolis University Cyberphysical Systems Laboratory Kazan Russia Itmo University Faculty of Software Engineering and Computer Systems Saint Petersburg Russia

ISBN: (纸本)9781665475952

The active development of the Internet of Things (IoT) in recent years has increased people's need for control smart devices for home. At the same time, the complexity of these devices is growing. Therefore, Smart Home systems require a simple and convenient interface for control. However, methods for evaluating and comparing interfaces are not clear. In this paper, we described a method to comparing and evaluating different types of Smart Home interfaces. In addition, we evaluate results experimentally. For this comparison, we used a popular Smart Home control software on the market. The results showed that Smart Home graphical user interfaces are more convenient than a messenger or voice. Voice interface is suitable for controlling a Smart Home but is not informative enough in feedback. On the other hand, the familiar interface of the messenger turned out to be the least convenient. This study will help both researchers and practitioners evaluate and choose the right Smart Home interface. © 2023 IEEE.

关键词： Graphical user interfaces

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Evaluation of UML MARTE, SoaML profiles for distributed embedded real-time systems development

Evaluation of UML MARTE, SoaML profiles for distributed embe...

引用

2011 5th Malaysian Conference in software engineering, MySEC 2011

作者： Aziz, Muhammad Waqar Mohamad, Radziah Jawawi, Dayang N. A. Department of Software Engineering Faculty of Computer Science and Information Systems Universiti Teknologi Malaysia Skudai Johor Malaysia

ISBN: (纸本)9781457715310

The successful implementation of Service-Oriented development of Distributed Embedded Real-time systems (DERTS) in the recent years has proved the importance of Service-Orientation over previous paradigms. However, efforts are still needed on systematic Service-Oriented design of DERTS, especially on the modelling of DERTS. The UML standard profile MARTE can be used for modelling of embedded real-time system while UML standard profile SoaML can be used to represent Service-Oriented concepts. Therefore, a thorough investigation of both standard profiles is needed to determine which parts of these profiles are useful for Service-Oriented DERTS development. This paper investigates these profiles in order to highlight the portions of the two profiles and provides some suggestions that can be utilized for Service-Oriented modelling of DERTS. The results of this investigation would be useful in developing a Service-Oriented based meta-model for DERTS. © 2011 IEEE.

关键词： Real time systems

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Mining Student Information System Records to Predict Students’ Academic Performance 4th

引用

4th International Conference on Advanced Machine Learning Technologies and Applications, AMLTA 2019

作者： Saa, Amjad Abu Al-Emran, Mostafa Shaalan, Khaled Faculty of Engineering and IT The British University in Dubai Dubai United Arab Emirates Faculty of Computer Systems and Software Engineering Universiti Malaysia Pahang Gambang Malaysia

ISBN: (纸本)9783030141172

Educational Data Mining (EDM) is an emerging field that is concerned with mining and exploring the useful patterns in educational data. The main objective of this study is to predict the students’ academic performance based on a new dataset extracted from a student information system. The dataset was extracted from a private university in the United Arab of Emirates (UAE). The dataset includes 34 attributes and 56,000 records related to students’ information. The empirical results indicated that the Random Forest (RF) algorithm was the most appropriate data mining technique used to predict the students’ academic performance. It is also revealed that the most important attributes that have a direct effect on the students’ academic performance are belonged to four main categories, namely students’ demographics, student previous performance information, course and instructor information, and student general information. The evidence from this study would assist the higher educational institutions by allowing the instructors and students to identify the weaknesses and factors affecting the students’ performance, and act as an early warning system for predicting the students’ failures and low academic performance. © 2020, Springer Nature Switzerland AG.

关键词： Students

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Integration of GWO-LSSVM for time series predictive analysis 4

Integration of GWO-LSSVM for time series predictive analysis

引用

4th IET Clean Energy and Technology Conference, CEAT 2016

作者： Mustaffa, Zuriani Sulaiman, Mohd Herwan Yusob, Bariah Ernawan, Ferda Faculty of Computer Systems and Software Engineering Universiti Malaysia Pahang Pahang Malaysia Faculty of Electric and Electronic Engineering Universiti Malaysia Pahang Pahang Malaysia

ISBN: (纸本)9781785612381

The emergence of Statistical Learning Theory (SLT) based algorithm namely Least Squares Support Vector Machines (LSSVM) has evidenced its efficacy in solving regression and classification problems. In this study, LSSVM is employed as a predictor to predict water level. Accurate water levels modeling and prediction is vital for safety especially during the monsoon season. It is worth noting that, mitigating the effects of floods can be accomplished by using either structural or non-structural measures, or by a combination of both. Structural measures incorporated of engineering works, such as channelization or flood reservoirs which changes the shape of the flood hydrograph. On the other hand, non-structural measures such as flood warning scheme is intended to reduce the economic losses in a flood situation. In most cases, disaster prevention operation such flood warning scheme proved to be more efficient in mitigating the effects of major floods than structural measures. Thus, for this study, a hybrid algorithm of LSSVM with one of the recent bio-inspired optimization algorithm, namely Grey Wolf Optimizer (GWO-LSSVM) is presented for water level prediction. The GWO is utilized to optimize the parameters of LSSVM. The feasibility of GWO-LSSVM is compared against LSSVM optimized by Firefly Algorithm (FA-LSSVM) and single GWO. Findings of the study demonstrated that the GWO-LSSVM able to provide competitive results and able to perform well for the problem under study. © 2016 Institution of engineering and Technology. All rights reserved.

关键词： Optimization

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Determining the Critical Factors of Antenatal Care Follow-Up Using Two-Phase Machine Learning 27

Determining the Critical Factors of Antenatal Care Follow-Up...

引用

27th International Conference on Soft Computing and Measurements, SCM 2024

作者： Bessmertny, Igor A. Enkomaryam, Bidru C. Mamuye, Adane L. Itmo University Faculty of Software Engineering and Computer Systems Saint Petersburg Russia University of Gondar Department of Computer Science Gondar Ethiopia

ISBN: (纸本)9798350363708

Determining the critical factors affecting antenatal visits will greatly contribute to reducing maternal and infant mortality. This study, thus attempted to construct a cluster-based predictive model to determine the critical factors of antenatal care follow-up among women in Ethiopia using two-step machine learning techniques. The 5,990 preprocessed obstetric dataset with 13 selected attributes were used that was collected from the Dabat Research Center at the University of Gondar, Ethiopia. To solve the study problem, six cluster models were developed using K-means, Expectation Maximization and Make Density clustering algorithms, which are well-suited for analyzing health datasets, providing scalability, flexibility, robustness to noise, and the ability to handle uneven cluster sizes. K-means out-formers Density based and Expectation Maximization clustering algorithms with minimum number of sum of square errors (17094) and number of iteration (3). Then, output of the K-means cluster model was used as input to segment the dataset and build a total of 21 predictive models using the tree-based J48 classifier, PART and JRip rule generators while adjusting their parameters. The model for predicting antenatal care follow-up is constructed by induction of the truncated PART rule (accuracy of 99.93%) and extracts attributes of interest such as antenatal care attendance, antenatal care location, antenatal care frequency, current vaccination, woman's age, and HIV testing to predict antenatal care follow-up in the study area. © 2024 IEEE.

关键词： Machine learning

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Comparative Analysis of Camera Calibration Algorithms for Football Applications 4

Comparative Analysis of Camera Calibration Algorithms for Fo...

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4th International Workshop on Information Technologies: Theoretical and Applied Problems, ITTAP 2024

作者： Sorokivskyi, Oleksandr Hotovych, Volodymyr Nazarevych, Oleg Shymchuk, Grygorii Department of Computer Science Faculty of Computer Information Systems and Software Engineering Ternopil Ivan Puluj National Technical University Ternopil Ukraine

In solving the problem of automated analysis of football match video recordings, special video cameras are currently used. This work presents a comparative characterization of known algorithms and methods for video camera calibration, including those utilizing machine learning and neural networks, with the aim of identifying their shortcomings and forming a theoretical foundation for developing modern, more effective methods and algorithms. Specifically, it examines both algorithms that require more input data but operate quickly [1, 2] and more accurate algorithms using machine learning [3, 4, 5, 6, 5]. It is demonstrated that their main drawback is either accuracy or speed. More accurate algorithms using machine learning often do not specify the algorithm's operational speed, which precludes their use in real-time applications. The examined works that emphasize speed frequently lack the accuracy necessary for practical use in real-life scenarios. Copyright © 2024 for this paper by its authors.

关键词： Semantic Segmentation

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