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To achieve intelligent manufacturing in Industry 4.0 for steel industry, this paper considers a smart steel manufacturing framework, where an automatic identification tracking method for steel products is proposed. Automatically online tracking and identifying steel products on a production line is essential for intelligent manufacturing management since those products would be frequently moved and...
University-industry collaboration has gained increased attention in recent years. The literature has illustrated motivation and benefits of collaboration, types of interactions, barriers to establishing and sustaining successful collaboration, and measures to improving it. However, there remains considerable scope for further improving the effectiveness of such collaborations. This paper presents...
This paper argues that there has not been enough discussion in the field of applications of Gaussian Process for the fast moving consumer goods industry. Yet, this technique can be important as it e.g., can provide automatic feature relevance determination and the posterior mean can unlock insights on the data. Significant challenges are the large size and high dimensionality of commercial data at...
Analyzing job hopping behavior is important for the understanding of job preference and career progression of working individuals. When analyzed at the workforce population level, job hop analysis helps to gain insights of talent flow and organization competition. Traditionally, surveys are conducted on job seekers and employers to study job behavior. While surveys are good at getting direct user...
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...
Automatic creation of polarity dictionaries is an important issue, as explanations of prediction models are often required in the financial industry. This paper proposes a novel method of developing an interpretable and predictable neural network model. The neural network model we built can extract polarity scores of concepts from documents. Furthermore, we can detect pairwise interactions between...
Among the processes for making final products using fibers, the final process can be called a sewing process. The sewing process generally corresponds to the process that requires the most manpower in the production of textile products. The cost of sewing has gradually increased due to the recent rise in labor costs. The automation of the sewing process and the smart factory are expected to be carried...
This paper presents a control method of class E2 dc-dc converter with adjustable the peak switch voltage under input voltage fluctuation Class E2 dc-dc converter, which is one of the converter suitable for high operating frequency is studied. Class E2 dc-dc converter composed of a Class E amplifier and Class E rectifier. The amplifier side and rectifier side of class E2 dc-dc converter can achieve...
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)...
[Background] Security risk assessment methods in industry mostly use a tabular notation to represent the assessment results whilst academic works advocate graphical methods. Experiments with MSc students showed that the tabular notation is better than an iconic graphical notation for the comprehension of security risks. [Aim] We investigate whether the availability of textual labels and terse UML-style...
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...
The worldwide market for luxury and fashion goods is dominated today by a handful of multinational corporations (MNCs). The way MNCs access foreign markets and organize distribution, however, remains unclear. In this paper, based on an analysis of foreign trade statistics, we take the example of watches and provide a model to highlight the most important flows as well as regional hubs in this global...
According to a report online [34], more than 200 million unique users search for jobs online every month. This incredibly large and fast growing demand has enticed software giants such as Google and Facebook to enter this space, which was previously dominated by companies such as LinkedIn, Indeed, Dice and CareerBuilder. Recently, Google released their “AIpowered Jobs Search Engine”, “Google For Jobs”...
When analyzing competition in telecommunication markets it is fundamental to take into account their specific characteristics. Moreover, it is important to understand the temporal evolution of competition as a result of multiple contextual factors. For these reasons the present study analyzes competition in mobile telecommunications, measured through the Lerner Index, and explains its evolution through...
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...
Undergraduate programs in software engineering are relatively new. The first ABET accredited programs received accreditation in 2001. There are currently 31 ABET accredited software engineering programs worldwide with additional programs being added each year. In this session, panelists will discuss their experience starting new programs, developing curriculum, and navigating accreditation issues.
Software engineering (SE) educators are challenged to balance the scope and depth in their courses to train students in skills which will fulfill the ever-evolving industry needs. Capstone courses are a tool for educators to transfer hands-on experience into practical knowledge and skills of SE students. This paper describes the design of a Casptone course, at Lappeenranta University of Technology...
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...
This paper presents the evolution of a project-based course in Software Engineering for undergraduate students at the Universidad Nacional de Colombia. We describe and explain the changes we have done over six semesters. In addition, we investigate the effects of the changes on the students' grades and their project activities, by analyzing the software project repositories and the student feedback...
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