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Computational Science Research Methods for Science Education at PG Level

Nia Alexandrov, Vassil Alexandrov
2015 Procedia Computer Science  
The paper analyses the current state and proposes a program that encompasses mathematical modelling, data science, advanced algorithms development, parallel programming and visualization tools.  ...  resulting data and use adequately HPC environments and tools for computation and visualization.  ...  For example, they may have great depth in matrix based and/or fluid-flow problems but do not expose students to applications based on string or geometric data (bioinformatics) or large scale graphs (web  ... 
doi:10.1016/j.procs.2015.05.305 fatcat:ocg4nhdhanfs5k2y7jo5uiuvhu

Delivering Modern Global Health Learning Requires New Obligations and Approaches

Scott J. N. McNabb, Mabel Magowe, Nadine Shaw, Amanda M. Berrian, Michael Wilkes, Affan Shaikh, Onesmus Gachuno, Lucy A. Perrone, Brittany L. Murray, Eva Berman, Bhakti Hansoti
2021 Annals of Global Health  
Programs with a heavy reliance on e-Learning modalities will be strengthened by incorporation of mentorship programs and experiential opportunities.  ...  Purpose: We describe a set of multi-communication methods, e-Learning principles, strategies, and ICT approaches for educators to pivot content delivery from traditional, F2F classroom didactics into the  ...  The new Africa CDC began training the continent's workforce on a large scale using a variety of multi-communication, e-Learning platforms.  ... 
doi:10.5334/aogh.3261 fatcat:wmtur5zlzffx5befdnmiygps44

Research on Badminton Teaching Technology Based on Human Pose Estimation Algorithm

Zhang Xipeng, Zhao Peng, Cao Yecheng, Baiyuan Ding
2022 Scientific Programming  
We propose a human pose estimation method based on part affinity field.  ...  In the experiment, we set up a comparison experiment to compare the teaching mode of the method in this paper with the traditional teaching mode.  ...  B in serve quality assessment overall, the mean value of contact points in backhand action was higher in group A than group B by 0.35, the fluency of action in group A was more than group B by 0.31, the  ... 
doi:10.1155/2022/4664388 fatcat:k2n7mpjxgzh4zpebopwf3pdk6i

Anthropological Context of Professional Teacher Training

A Torkhava
2019 Journal of Advanced Research in Social Sciences  
Such an educational environment can manifest itself in a multi-style educational space which meets needs of students in professionalization in the context of individual educational requirements and generates  ...  A typological profile of students mastering the teaching profession has been developed based on the results of the empirical research carried out by universities of Belarus that provide professional teacher  ...  Parameters of assessment included personal increase in the motivational (M), cognitive (C) and behavioural (B) components of readiness on a 5-point scale (Table 1 ).  ... 
doi:10.33422/jarss.2019.05.02 fatcat:wuoaxwtwd5c3tetsaps477ny6e

An AI based talent acquisition and benchmarking for job [article]

Rudresh Mishra, Ricardo Rodriguez, Valentin Portillo
2020 arXiv   pre-print
In order to help the recruiters to fill these gaps we leverage the help of AI. We propose a methodology to solve these problems by matching the skill graph generated from CV and Job Post.  ...  In a recruitment industry, selecting a best CV from a particular job post within a pile of thousand CV's is quite challenging.  ...  Acknowledgment This work is supported by the researchers of IMT Atlantique, Brest.  ... 
arXiv:2009.09088v1 fatcat:bpnii7udzzdifdci5imqf4w2ta

Enhancing Team Composition in Professional Networks: Problem Definitions and Fast Solutions

Liangyue Li, Hanghang Tong, Nan Cao, Kate Ehrlich, Yu-Ru Lin, Norbou Buchler
2017 IEEE Transactions on Knowledge and Data Engineering  
In this paper, we study ways to enhance the composition of teams based on new requirements in a collaborative environment.  ...  To tackle the computational challenges, we propose a family of fast algorithms by (a) designing effective pruning strategies, and (b) exploring the smoothness between the existing and the new team structures  ...  To assess the skills of players and teams in online multi-player games and team-based sports, "team chemistry" is also accounted for in [20, 21] .  ... 
doi:10.1109/tkde.2016.2633464 pmid:29104408 pmcid:PMC5667925 fatcat:srb5eoltnzbdlexdmdqgteig7y

Co-creative development of an eHealth nursing intervention: Self-management support for outpatients with cancer pain

Laura M.J. Hochstenbach, Annemie M. Courtens, Sandra M.G. Zwakhalen, Joan Vermeulen, Maarten van Kleef, Luc P. de Witte
2017 Applied Nursing Research  
Conclusions Integration of patient self-management and professional care by means of eHealth key into well-known barriers and seem promising in improving cancer pain follow-up.  ...  This paper describes a co-creative method directed towards the development of an eHealth intervention delivered by registered nurses to support self-management in outpatients with cancer pain.  ...  Thoughts were summarised in a software-based prototype of the patient application and in an algorithm for the nurse application (step 3).  ... 
doi:10.1016/j.apnr.2017.03.004 pmid:28720227 fatcat:nlevno4z75htzkw7qdhedml7va

Selected Abstracts from the 26th Annual Meeting of the Society in Europe for Simulation Applied to Medicine

2021 Advances in Simulation  
Acknowledgements This works was supported by National Funds through FCT -Fundação para a Ciência e a Tecnologia within CINTESIS, R & D Unit (reference UID/IC/4255/ 2019).  ...  The article uses learner questionnaire data which has been approved under a blanket approval in place for questionnaires undertaken as part of SaIL centre work.  ...  Line graphs showing clusters by (a) speakingup scores (out of 10) in study 1, (b) desaturation management scores (out of 6) in study 2, (c) cognitive load, scaled NASA-TLX, in study 1, (d) cognitive load  ... 
doi:10.1186/s41077-021-00164-2 pmid:33840383 fatcat:73zprxzyijhutndwqfobxrbkpu

Autonomous Penetration Testing using Reinforcement Learning [article]

Jonathon Schwartz, Hanna Kurniawati
2019 arXiv   pre-print
Although an effective method for testing security, pentesting requires highly skilled practitioners and currently there is a growing shortage of skilled cyber security professionals.  ...  Further work is needed in developing scalable RL algorithms and testing these algorithms in larger and higher fidelity environments.  ...  Chapter 5 Conclusions Summary and conclusions In this project we wanted to investigate solutions for the challenging problem of cybersecurity, in particular the growing shortage of skilled professionals  ... 
arXiv:1905.05965v1 fatcat:nz4xvhdzb5b3tkmsdlmndpsgwq

GymSkill: A personal trainer for physical exercises

Andreas Moller, Luis Roalter, Stefan Diewald, Johannes Scherr, Matthias Kranz, Nils Hammerla, Patrick Olivier, Thomas Plotz
2012 2012 IEEE International Conference on Pervasive Computing and Communications  
GymSkill successfully assessed the quality of the exercises, in agreement with the professional judgment provided by a physician.  ...  The system was evaluated in a case study where 6 participants performed a variety of exercises on balance boards.  ...  To overcome this dilemma we employ a multi-scale approach by performing quality assessment on a pyramidal adjacency representation of sensor values with increasing frame lengths, which is comparable to  ... 
doi:10.1109/percom.2012.6199869 dblp:conf/percom/MollerRDSKHOP12 fatcat:duu5afp6pzadvlmcgk3docuutm

Synthetic Social Network Based on Competency-Based Description of Human Resources [chapter]

Štěpán Kuchař, Jan Martinovič, Pavla Dráždilová, Kateřina Slaninová
2013 Lecture Notes in Computer Science  
The approach presented in this paper is based on the field of human resource management with the aim to extend the analysis of human resources by a graph theory perspective with an output representation  ...  This method can also be used for suggesting worker team composition based on similarity of workers' skills for different roles.  ...  This work was partially supported by the European Regional Development Fund in the IT4Innovations Centre of Excellence project (CZ.1.05/1.1.00/ 02.0070) and by SGS, VSB -Technical University of Ostrava  ... 
doi:10.1007/978-3-642-40925-7_29 fatcat:tb4drt2txvhqhfhwqbv7g3ny34

A System for Supporting the Adoption of Pedagogical Decisions based on an Assessment of Ownership of Strategies

Yury B. Melnikov, Natalia G. Ryzhkova, Elena S. Ivukina, Fedor A. Barkov, Y.I. Dimitrienko, E.N. Grigorieva
2020 ITM Web of Conferences  
The analysis shows the relevance of developing systems for supporting the adoption of pedagogical decisions in the context of mass education, based on a multi-aspect assessment of the results.  ...  The paper describes the author's theory of adequacy based on the fact that the quality indicator of a model can be obtained by comparing the estimated model with a model accepted as a reference model.  ...  The author's adequacy theory is based on the fact that model quality is assessed by means of the evaluated model comparison with the reference one [13] .  ... 
doi:10.1051/itmconf/20203501010 fatcat:2tazwppdezajpiaogiwdvlqdgm

Expertise based skills management system to support resource allocation

Nazia Bibi, Zeeshan Anwar, Tauseef Rana, Alessandro Margherita
2021 PLoS ONE  
The SCE is implemented as a Windows-based application to calculate skills, store skills in skills inventory, and assign tasks based on an employee's skills.  ...  Skills Management is an essential concept of human resource management in which a skill inventory may be created for each employee and managers can assign tasks to workers based on worker's abilities.  ...  Acknowledgments We thanks all the organizations and participants of the survey who helped us to give their valuable feedback to develop this framework.  ... 
doi:10.1371/journal.pone.0255928 pmid:34398913 pmcid:PMC8367002 fatcat:h2v6gpkp5jfl7l677lpnteqeo4

Automatic Generation and Evolution of Personalized Curriculum Based on Genetic Algorithm

Xiaocong Duan
2019 International Journal of Emerging Technologies in Learning (iJET)  
Then, the framework structure based on genetic algorithm is determined, and the user model is updated. Finally, experiments are carried out based on genetic algorithm.  ...  In order to solve the automatic generation and evolution of personalized curriculum, the method of using genetic algorithm to realize the evolution of personalized learning content is proposed to solve  ...  When large-scale learners are in urgent needs of appropriate learning resources that can meet their individual needs, facing the lack of computer skills of many professional teachers and the needs for  ... 
doi:10.3991/ijet.v14i12.10812 fatcat:ygqlnir42jaijcoypimtkgetgi

Artificial Intelligence in Intelligent Tutoring Robots: A Systematic Review and Design Guidelines

Yang, Zhang
2019 Applied Sciences  
We first analyze the environment of the ITR and propose a relationship model for describing interactions of ITR with the students, the social milieu, and the curriculum.  ...  This study provides a systematic review of the recent advances in designing the intelligent tutoring robot (ITR) and summarizes the status quo of applying artificial intelligence (AI) techniques.  ...  The funders had no role in the design of the study, in the collection, analyses, or interpretation of data, in the writing of the manuscript, or in the decision to publish the results.  ... 
doi:10.3390/app9102078 fatcat:323uvy2okrhc7bmnklh3e2ay4m
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