Diagnostics of professional competence of IT students based on digital footprint data

2020 ◽  
pp. 4-11
Author(s):  
I. G. Zakharova ◽  
Yu. V. Boganyuk ◽  
M. S. Vorobyova ◽  
E. A. Pavlova
Keyword(s):  
Information Technology ◽  
Educational Program ◽  
Professional Competence ◽  
Objective Data ◽  
Text Data ◽  
Data Set ◽  
Job Requirements ◽  
Digital Footprint ◽  
Graduate Employment ◽  
The University

The article goal is to demonstrate the possibilities of the approach to diagnosing the level of IT graduates’ professional competence, based on the analysis of the student’s digital footprint and the content of the corresponding educational program. We describe methods for extracting student professional level indicators from digital footprint text data — courses’ descriptions and graduation qualification works. We show methods of comparing these indicators with the formalized requirements of employers, reflected in the texts of vacancies in the field of information technology. The proposed approach was applied at the Institute of Mathematics and Computer Science of the University of Tyumen. We performed diagnostics using a data set that included texts of courses’ descriptions for IT areas of undergraduate studies, 542 graduation qualification works in these areas, 879 descriptions of job requirements and information on graduate employment. The presented approach allows us to evaluate the relevance of the educational program as a whole and the level of professional competence of each student based on objective data. The results were used to update the content of some major courses and to include new elective courses in the curriculum.

scholarly journals Employment Status and Academic Competencies among the Information Technology Graduates: A Tracer Study

2015 ◽  
Vol 6 (1) ◽  
Author(s):  
Marijoy Yaun ◽  
Clyde Harold Paronda
Keyword(s):  
Information Technology ◽  
Educational Institution ◽  
It Industry ◽  
Job Requirements ◽  
Bachelor Of Science ◽  
Descriptive Research ◽  
Employment Conditions ◽  
Academic Competencies ◽  
The University ◽  
First Job

Information technology graduates of colleges and universities have increased rapidly while continuously facing stiff employment competition.  The study traced the employability of the Bachelor of Science in Information Technology (BSIT) graduates of a university. It also described the profile of the BSIT graduates; assessed graduates’ employment conditions; and determined the academic competencies utilized by the BSIT graduates in their current jobs.  Using descriptive research design, the study employed standardized tool from Commission on Higher Education (CHED), and a sample of 87 BSIT graduates as respondents. The findings revealed that majority of the respondents were dominantly male, single, and from the Visayas region. Majority of them were regular or permanent in their current job and were locally employed and worked as an IT professionals in their present occupation. The graduates found their first job through advertisement. They utilized advanced information technology competencies in their jobs. Hence, their work matched to their tertiary degrees.   The study provided information that the BSIT graduates of the University of Cebu – Banilad Campus are highly employable.  After months of linkages for possible employers and career mapping of graduates, the school will be able to increase graduates assistance on job placements. After two hours of seminar on career mapping, the college will be able to assess the skills of the graduates to suggest possible areas of work to engage.  The colleges will also be able to establish linkages with possible employers. The conduct of an IT industry forum can be of vital help for the educational institution to be updated with the changing job requirements and standards

Students’ Attitudes Towards Starting a Business, on the Example of Students at the University of Information Technology and Management in Rzeszów (Poland)

e-Finanse ◽  
2018 ◽  
Vol 14 (4) ◽  
pp. 90-103
Author(s):  
Karolina Palimąka ◽  
Jacek Rodzinka
Keyword(s):  
Information Technology ◽  
Young People ◽  
Family Member ◽  
Economic Activity ◽  
Age Groups ◽  
The Cross ◽  
Students Attitudes ◽  
The University ◽  
Starting A Business

AbstractEntrepreneurship understood as a manifestation of economic activity is an issue widely discussed in literature, especially in the field of economics. Today, a large part of society is involved in establishing and running a business, hence the shaping of entrepreneurial behaviors gains importance among all age groups, especially young people. The main objective of the conducted research was to examine the interest in starting their own business by students and to verify whether the direction of their studies or role in the group affects the students’ willingness to start a business and whether a family member runs a business influences this interest and moreover, whether capital and the idea are the two main criteria conditioning the decision.. The conclusions were based on a study, i.e. (mainly) the cross-analysis of data collected as part of a survey conducted among students of the University of Information Technology and Management in Rzeszów.

A Tracer Study of ICT Graduate Students at Mzuzu University, Malawi

Mousaion ◽  
2019 ◽  
Vol 36 (3) ◽  
Author(s):  
Chimango Nyasulu ◽  
Winner Chawinga ◽  
George Chipeta
Keyword(s):  
Language Processing ◽  
Mobile Application ◽  
First Century ◽  
Application Development ◽  
Job Requirements ◽  
Level Of Satisfaction ◽  
Information And Communication ◽  
Quantitative Design ◽  
The Right ◽  
The University

Governments the world over are increasingly challenging universities to produce human resources with the right skills sets and knowledge required to drive their economies in this twenty-first century. It therefore becomes important for universities to produce graduates that bring tangible and meaningful contributions to the economies. Graduate tracer studies are hailed to be one of the ways in which universities can respond and reposition themselves to the actual needs of the industry. It is against this background that this study was conducted to establish the relevance of the Department of Information and Communication Technology at Mzuzu University to the Malawian economy by systematically investigating occupations of its former students after graduating from the University. The study adopted a quantitative design by distributing an online-based questionnaire with predominantly closed-ended questions. The study focused on three key objectives: to identify key employing sectors of ICT graduates, to gauge the relevance of the ICT programme to its former students’ jobs and businesses, and to establish the level of satisfaction of the ICT curriculum from the perspectives of former ICT graduates. The key findings from the study are that the ICT programme is relevant to the industry. However, some respondents were of the view that the curriculum should be strengthened by revising it through an addition of courses such as Mobile Application Development, Machine Learning, Natural Language Processing, Data Mining, and LINUX Administration to keep abreast with the ever-changing ICT trends and job requirements. The study strongly recommends the need for regular reviews of the curriculum so that it is continually responding to and matches the needs of the industry.

Training managers of professional educational programs for work in the digital environment of the university

2020 ◽  
Vol 8 (2) ◽  
pp. 4 ◽  
Author(s):  
E. K. Samerhanova ◽  
M. A. Balakin
Keyword(s):  
Educational Program ◽  
Educational Programs ◽  
Educational Process ◽  
Digital Environment ◽  
Digital Competence ◽  
Education Management ◽  
Program Managers ◽  
Digital Environments ◽  
Digital Competencies ◽  
The University

Introduction. The article deals with the training of professional educational program managers for work in the digital environment of a university. The digital environment of the university is considered from the perspective of managing professional educational programs and is a complex open system that integrates system components for managing content, process, resources, contingent, finance and quality of programs that ensure the integrity and continuity of the educational process at all levels and in all respects. The implementation of a digital model for managing educational programs at a university on the basis of a single digital ring of services for an electronic platform for managing educational programs at a university dictates the need for digital competencies of managers of major professional educational programs (OPOP).By digital competence of the leaders of professional educational programs we mean the ability and willingness to perform labor functions in the design, implementation and replication of an educational program using digital technologies that ensure the effectiveness of activitiesThe way to identify professional deficiencies in the field of digital competencies of the leaders of professional educational programs was the personalized design of educational internship trajectories with tutorial support for the internship. The internship trajectory of the heads of OPOP has a modular structure and is aimed at eliminating professional deficits in the field of information, methodological, communication, technological and organizational component of digital competencies. The internship site (virtual laboratory) is a virtual educational space that provides training for educational program managers and online events: hackaths, quests, webinars, etc.Materials and methods. When writing an article, the following methods were used - theoretical and methodological analysis and synthesis of available special domestic and foreign scientific and methodological literature, conceptual analysis of scientific articles and publications on the topic; study and generalization of both domestic and foreign developments and implementation of projects to create digital environments in education management; application of generalization, comparison, forecasting methods, online surveys.Results. The structure of the digital environment for managing professional educational programs at the university is presented. Functionally described is the ring of digital services for the management of OPOP. The analysis of different approaches to assessing the digital competencies of educators is presented. The concept of digital competencies has been clarified in relation to the head of a professional educational program. The content of the components of digital competency is described: informational, methodological, communication, technological, organizational.Discussions and Conclusions. The developed modular program for eliminating professional deficits of heads of professional educational programs in the field of digital competencies, based on the personalized design of educational internship trajectories with tutorial support for internships, will allow you to effectively administer and manage BEP in the digital environment of the university.

A Review on Sentiment Classification: Natural Language Understanding

2019 ◽  
Vol 13 (1) ◽  
pp. 20-27 ◽  
Author(s):  
Srishty Jindal ◽  
Kamlesh Sharma
Keyword(s):  
Natural Language ◽  
Sentiment Analysis ◽  
Social Networking Sites ◽  
Natural Language Understanding ◽  
Business Analytics ◽  
Language Understanding ◽  
Text Data ◽  
Data Set ◽  
Market Positioning ◽  
Illegal Activities

Background: With the tremendous increase in the use of social networking sites for sharing the emotions, views, preferences etc. a huge volume of data and text is available on the internet, there comes the need for understanding the text and analysing the data to determine the exact intent behind the same for a greater good. This process of understanding the text and data involves loads of analytical methods, several phases and multiple techniques. Efficient use of these techniques is important for an effective and relevant understanding of the text/data. This analysis can in turn be very helpful in ecommerce for targeting audience, social media monitoring for anticipating the foul elements from society and take proactive actions to avoid unethical and illegal activities, business analytics, market positioning etc. Method: The goal is to understand the basic steps involved in analysing the text data which can be helpful in determining sentiments behind them. This review provides detailed description of steps involved in sentiment analysis with the recent research done. Patents related to sentiment analysis and classification are reviewed to throw some light in the work done related to the field. Results: Sentiment analysis determines the polarity behind the text data/review. This analysis helps in increasing the business revenue, e-health, or determining the behaviour of a person. Conclusion: This study helps in understanding the basic steps involved in natural language understanding. At each step there are multiple techniques that can be applied on data. Different classifiers provide variable accuracy depending upon the data set and classification technique used.

scholarly journals SURG-29. A SINGLE CENTRE EXPERIENCE OF USING INTRA-OPERATIVE MRI IN MANAGING PEDIATRIC CRANIAL NEURO-ONCOLOGY CASES

2020 ◽  
Vol 22 (Supplement_3) ◽  
pp. iii464-iii464
Author(s):  
Dharmendra Ganesan ◽  
Nor Faizal Ahmad Bahuri ◽  
Revathi Rajagopal ◽  
Jasmine Loh PY ◽  
Kein Seong Mun ◽  
...  
Keyword(s):  
Standard Operating Procedure ◽  
Ferromagnetic Material ◽  
Extent Of Resection ◽  
Kuala Lumpur ◽  
Data Set ◽  
Single Centre Experience ◽  
Physical Setting ◽  
Paediatric Case ◽  
High Level ◽  
The University

Abstract The University of Malaya Medical Centre, Kuala Lumpur had acquired a intraoperative MRI (iMRI) brain suite via a public private initiative in September 2015. The MRI brain suite has a SIEMENS 1.5T system with NORAS coil system and NORAS head clamps in a two room solution. We would like to retrospectively review the cranial paediatric neuro-oncology cases that had surgery in this facility from September 2015 till December 2019. We would like to discuss our experience with regard to the clear benefits and the challenges in using such technology to aid in the surgery. The challenges include the physical setting up the paediatric case preoperatively, the preparation and performing the intraoperative scan, the interpretation of intraoperative images and making a decision and the utilisation of the new MRI data set to assist in the navigation to locate the residue safely. Also discuss the utility of the intraoperative images in the decision of subsequent adjuvant management. The use of iMRI also has other technical challenges such as ensuring the perimeter around the patient is free of ferromagnetic material, the process of transfer of the patient to the scanner and as a consequence increased duration of the surgery. CONCLUSION: Many elements in the use of iMRI has a learning curve and it improves with exposure and experience. In some areas only a high level of vigilance and SOP (Standard operating procedure) is required to minimize mishaps. Currently, the iMRI gives the best means of determining extent of resection before concluding the surgery.

scholarly journals 136. Don’t Sweat the Small Stuff: Solutions for Large-Scale Stewardship Obstacles

2020 ◽  
Vol 7 (Supplement_1) ◽  
pp. S79-S80
Author(s):  
Joanne Huang ◽  
Zahra Kassamali Escobar ◽  
Rupali Jain ◽  
Jeannie D Chan ◽  
John B Lynch ◽  
...  
Keyword(s):  
Urgent Care ◽  
Complex Data ◽  
Open Communication ◽  
University Of Washington ◽  
Data Set ◽  
Constructive Feedback ◽  
Diagnostic Coding ◽  
Icd 10 ◽  
Tract Infections ◽  
The University

Abstract Background In an effort to support stewardship endeavors, the MITIGATE (a Multifaceted Intervention to Improve Prescribing for Acute Respiratory Infection for Adult and Children in Emergency Department and Urgent Care Settings) Toolkit was published in 2018, aiming to reduce unnecessary antibiotics for viral respiratory tract infections (RTIs). At the University of Washington, we have incorporated strategies from this toolkit at our urgent care clinics. This study aims to address solutions to some of the challenges we experienced. Challenges and Solutions Methods This was a retrospective observational study conducted at Valley Medical Center (Sept 2019-Mar 2020) and the University of Washington (Jan 2019-Feb 2020) urgent care clinics. Patients were identified through ICD-10 diagnosis codes included in the MITIGATE toolkit. The primary outcome was identifying challenges and solutions developed during this process. Results We encountered five challenges during our roll-out of MITIGATE. First, using both ICD-9 and ICD-10 codes can lead to inaccurate data collection. Second, technical support for coding a complex data set is essential and should be accounted for prior to beginning stewardship interventions of this scale. Third, unintentional incorrect diagnosis selection was common and may require reeducation of prescribers on proper selection. Fourth, focusing on singular issues rather than multiple outcomes is more feasible and can offer several opportunities for stewardship interventions. Lastly, changing prescribing behavior can cause unintended tension during implementation. Modifying benchmarks measured, allowing for bi-directional feedback, and identifying provider champions can help maintain open communication. Conclusion Resources such as the MITIGATE toolkit are helpful to implement standardized data driven stewardship interventions. We have experienced some challenges including a complex data build, errors with diagnostic coding, providing constructive feedback while maintaining positive stewardship relationships, and choosing feasible outcomes to measure. We present solutions to these challenges with the aim to provide guidance to those who are considering using this toolkit for outpatient stewardship interventions. Disclosures All Authors: No reported disclosures

scholarly journals Accounting Education for Professional Accountants: Evidence from Italy

2018 ◽  
Vol 13 (8) ◽  
pp. 1 ◽  
Author(s):  
Giovanna Lucianelli ◽  
Francesca Citro
Keyword(s):  
Professional Competence ◽  
Research Question ◽  
Accounting Education ◽  
International Accounting ◽  
Future Expectations ◽  
Education Standards ◽  
Accounting Standard ◽  
Regulatory Changes ◽  
The University ◽  
National Governments

In the last years, the worldwide changes in global, political and financial contexts have gradually modified the approaches to the accounting of national governments and international institutions. In this varying scenario, the International Accounting Standard Board (IASB) and consequently national governments have introduced new accounting standards along with related regulatory changes. These issues are of ever-growing importance when considering that the International Accounting Education Standards Board (IAESB) has recently developed “The basis for conclusions document for 2017-2021 IAESB Strategy and 2017-2018 Work Plan” (IAESB, 2017) with the aim of informing the Board’s deliberations on its future strategy and priorities about the future expectations of professional competence. The aim of this paper is to report the findings of an empirical study on this topic and address the following research question: what are professional accountants’ views on quality in accounting education? This primary research question is expanded to consider professional accountants’ beliefs on the present (what is necessary for their workplace) and future (what will be necessary for their workplace) with respect to quality in accounting education. The survey highlights how professional accountants have more expectations than in the past about their skills. The majority of professional accountants have been transforming themselves into business consultants since they are now required to offer more services than accounting and taxation consultancy. Consequently, there is a growing demand for cooperation with the university world in order to broaden the programs of accounting education with new technical competencies for undergraduate and postgraduate degrees.

Sign in / Sign up

Export Citation Format

Share Document