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In the recruitment domain, knowing the employer industry of jobs is important to get an insight about the demand in each industry. The existing system at CareerBuilder uses an employer name normalization system and an employer knowledge base to infer the employer industry of a job. However, errors may occur during the computation of the job employer and in the construction of the employer knowledge...
The software industry presents dissatisfaction in relation to the level of recently graduated professionals. Consequently, software companies end up investing in the training of these professionals in order to develop skills related to the software development process. This paper presents an experience report of an adaptation of industry training practices in a course of Software Engineering (SE)...
Based on the Internet industry of art and design talent requirements, the implementation of the "occupation oriented curriculum system design of the reverse derivation process", according to the market of art design talents training ability structure needs to establish plans and objectives, develop the modular curriculum system. The curriculum system of combining design art with practice...
Software systems have established themselves as the heart of business and everyday living, and as the pillar of the emerging global digital economy. This puts pressure on educational institutions to train people for the continuously evolving software industry, which puts additional demand for new PhDs and educators. While large universities and research centres have the required expertise and infrastructure...
Since its founding in 1989, the Studio-based Master of Software Engineering (MSE) Program at Carnegie Mellon University (CMU) has been a trailblazer in advancing the practice of masters-level professional software engineering education. From its inception, the program was designed around a comprehensive development project, the Studio. The Studio provides students with a team-based, mentored, multi-semester...
Computer graphics techniques for image generation are living an era where, day after day, the quality of produced content is impressing even the more skeptical viewer. Although it is a great advance for industries like games and movies, it can become a real problem when the application of such techniques is applied for the production of fake images. In this paper we propose a new approach for computer...
As economies move towards the knowledge economy reinforced by high-speed computer networks and connectivity, skills required to be relevant is also shifting and at a pace difficult for existing skill transfer schemes to keep up, resulting in mismatch in industry requirement and actual transferred skills with attendant avalanche of youth unemployment. As it is, unemployment triggers and drives a number...
Concept of computing and communication convergence has many years of history — as strategic concept it started about 1977 and yet have many definitions. The idea behind convergence concept mostly related to getting closer computing and telecommunication common technologies, services and service provider's business models. In this academic position paper some less significant obstacles of influence-reflection...
Deep learning has been proposed for soft sensor modeling in process industries. However, conventional deep neural network (DNN) is a static network and thereby can not embrace evident dynamics in processes. Motivated by nonlinear autoregressive with exogenous input (NARX) model and neural nets based dynamic modeling, a dynamic network called NARX-DNN is put forward by further utilizing historical...
This paper presents a few current difficulties in organizing and executing internships for engineering students, when the national industry is in transition. Until this day, a number of large national enterprises do not show an interest in supporting the higher technical education, also including the lack of internship offers. On the other hand, small and medium entrepreneurial sector show a great...
The paper investigates whether the user-interface interaction can be shortened with the use of process improvement methods. Similarities between office or factory work and interacting with a user interface have been noticed. Based on that a relevant process improvement method has been selected and applied to analyze different cases of interactions between a user and an interface. This analysis has...
The rapid digitalisation of the hospitality industry over recent years has brought forth many new points of attack for consideration. The hasty implementation of these systems has created a reality in which businesses are using the technical solutions, but employees have very little awareness when it comes to the threats and implications that they might present. This gap in awareness is further compounded...
A robust telecommunications sector is now generally considered an essential driver for economic growth and poverty alleviation in developing economies of African, including Ethiopia. To that end, high quality engineering education with strong practical (and local) relevance is key to unlocking the benefits of telecommunications solutions. However, the engineering education offered by mainstream academic...
The paper presents the system architecture, development and prototype implementation of a new integrated system for simulation of automated industrial processes using advanced technologies, in accordance with CPS/Industry 4.0 principles. The need to develop such a system is underscored by the interest of the educational stakeholders: students, faculty members, high-level industry partners, for an...
The need of new curricula in the Internet of things (IoT) for MSc, PhD and engineering levels of education is described. The joint project on curricula development ALIOT, financed in the frame of Erasmus+ program, is discussed. The project ensures adaptation of academic programs in Ukraine and other countries to the needs of the labor market in the EU, thus influencing on the expansion of the opportunities...
Domain specific languages (DSLs) bring substantial increase in productivity and quality and thus look very appealing to software engineering practitioners. Because language workbenches can drastically reduce the cost of building and maintaining DSLs and associated tooling, they catch the attention of technical leads and project managers in the industry. Effective use of language engineering technologies...
In this paper, a case study is presented, based on an internship program presented at the University of Johannesburg owned company Resolution circle located in Johannesburg South Africa. The paper is aimed at presenting the benefits of a properly managed engineering Work Integrated Learning Internship: a case study. Through the case study, a series of surveys are conducted to follow up the graduates'...
This paper presents a decision support system for classification of hotel guests in the terms of additional spending. The research is conducted on three stars medium-sized hotel. Guests are classified on arrival, during check-in, in one of the two groups: low spending group or high spending group. A low spending group consists of visitors that are anticipated to spend less than 25 Euros per day for...
The current state of the development of education in Ukraine in the field of information technology is analyzed. The ways of improving the efficiency of the educational training in the field of information technology are suggested.
The state-of-the art education system should be in time for the knowledge-intensive technologies, that are developing with a high pace and be as mobile and effective as possible. The development of science-intensive technologies is developing with a tremendous pace, so the knowledge obtained in the university is quickly becoming obsolete, therefore the modernization of equipment should go in synchronism...
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