SEMANTIC PROCESSING OF INFORMATION RESOURCES OF LABOUR MARKET
PDF (Ukrainian)

Keywords

formal learning
non-formal learning
providers of educational services
labour market
passport of acquired competences
computer ontologies
Web-services
software agents
ESCO
UkrESCO
Wiki-technology
semantic retrieval

How to Cite

[1]
S. M. Pryima and Y. V. Rogushina, “SEMANTIC PROCESSING OF INFORMATION RESOURCES OF LABOUR MARKET”, ITLT, vol. 65, no. 3, pp. 337–355, Jul. 2018, doi: 10.33407/itlt.v65i3.2256.

Abstract

The urgency of developing approaches to the integration of the market of educational services with the labor market through the transition from qualification models to full-fledged competence ones on base of implementation of the "passport of acquired competences" that accompanies a person throughout his/her personality development and professional career is substantiated. Theoretical researches in the field of processing of information about acquired qualifications and competencies as well as tools that are built on their basis are analyzed. The ESCO classifier which unites the labor markets of various EU member states, allows job seekers and employers to operate more effectively with information of result of learning. The main limitations of existing approaches are identified; ways of solving these problems by means of information processing at the semantic level are suggested. Modern information technologies focused on processing distributed heterogeneous Web resources are considered, and the most suitable ones for solving this problem are identified. The principles of developing the information system UkrESCO, which is designed for semantic processing of information resources about acquired qualifications and competencies based on the model of the multilingual skills classifier, competencies, qualifications and occupations of ESCO, relevant for the European market of work, education and vocational training, are theoretically grounded. This system is based on Semantic Web technologies and solutions, namely software agents, Web services and ontologies. The generalized architecture of UkrESCO system and its ontological model are proposed. The scheme of the UkrESCO interaction with external retrieval systems and structured information resources which are based on Wiki-technology is proposed. This scheme provides access to the knowledge of the subject domain and the update of information about the subjects of the labour market. Use of the UkrESCO ontology allows to perform a semantic retrieval on the Web and find both natural language information resources with certain properties as well as ensure the interaction of the UkrESCO with semantically marked resources.
PDF (Ukrainian)

References

Ю. М. Борімчук, “Реалізація стратегії сприяння зайнятості молоді в Європі”, Ринок працi та зайнятість населення, 4(45), c. 50-53, 2015.

Л. В. Боярчук “Застосування зарубіжного досвіду в роботі Державної служби зайнятості України”, Науковий вісник Полісся, 1(1), c. 65-70, 2015.

М. Махсма “Світові тенденції трансформації зайнятості населення в умовах глобалізації економіки” Україна: аспекти праці, 4, c. 10-15, 2007.

L. Brewer "The top 6 skills today’s employers want". Режим доступу : http://iloblog.org/2014/04/11/the-top-6-skills-todays-employers-want/. Дата перегляду: 03.03.2018.

James J. “Heckman Hard Evidence on Soft Skills”. National Bureau of Economic Research. June 2012. Режим доступу : http://www.nber.org/papers/w18121. Дата перегляду: 21.02.2018

C. Линс “С «MOOC» или не с «MOOC»? Учеба будущего”, Лики глобализации, Режим доступа : http://vzagranke.ru/razvitie/grani/global/s-mooc-ili-ne-s-mooc-ucheba-budushhego.html. Дата перегляду: 20.02.2018

П. Лукша, Д. Песков, М. Афанасьєв, Будущее образования: глобальная повестка, С. : Сколковский институт науки и технологий, 196 с, 2016.

“Образовательный сервис Degreed – новый подход к высшему образованию” [Електроний ресурс]. Режим доступу : http://www.aleksandr.kz/resursyi/founding-scholars-jailbreaking-the-degree.html#.WOPsNWekIdU. Дата перегляду: 21.02.2018

“У Європі розроблений єдиний атестат онлайн-освіти” [Електронний ресурс]. Режим доступу : http://osvita.ua/abroad/higher_school/distance-learning/44715/. Дата перегляду: 09.04.2018

“My Education Passport” [Електронний ресурс]. Режим доступа : http://myeducationpath.com/page/mypassport.htm. Дата перегляду: 09.04.2018

“Рекомендації ради про визнання неформального й інформального навчання”, Комісія Європейського союзу, 21 с, 2012.

“European Skills, Competences, Qualifications and Occupations” [Електронний ресурс]. Режим доступа : https://ec.europa.eu/esco/portal/home. Дата перегляду: 24.01.2018

“Єдиний інформаційний інтернет-ресурс зі збору даних про наявність робочих вакансій по всій Європі” [Електронний ресурс]. Режим доступу : http://ec.europa.eu/eures/ Дата перегляду: 09.04.2018

Н. Г. Діденко, І. Я. Тодоров, О. Р. Чугріна, О. К. Міхеєва, Європейська політика і соціальне партнерство в ЄС, довідник, Донецьк: ДонДУУ, 150 с, 2012.

Julia V. Rogushina, Serhii M. Pryima “Ontological approach to qualifications matching on base of competences: model and methods” Науковий вісник Національного гірничого університету, 6, c.162-168, 2017. Режим доступу : http://www.nvngu.in.ua/jdownloads/pdf/2017/06/06_2017_Rogushina.pdf.

Julia V. Rogushina, Serhii M. Pryima “Development of methods for support of qualification frameworks transparency based on semantic technologies”, Information Technologies and Learning Tools, Vol 59, 3, p.201–210, 2017. Режим доступу : http://journal.iitta.gov.ua/index.php/itlt/ article/view/1655/1201.

J. Rogushina, S. Pryima “Use of Competence Ontological Model for Matching of Qualifications”, Chemistry: Bulgarian Journal of Science Education, Vol. 26, №2, p. 216-228, 2017: Режим доступу : http://khimiya.org/show_issue.php?y=2017&vol=26&issue=2&i_id=66].

Julia Rogushina, Serhii Pryima “The use of ontologies and semantic web to provide for the transparency of qualifications frameworks”, Eastern-European Journal of Enterprise Technologies, Vol. 1, N 2 (85), p. 25-31, 2017. Режим доступу : http://journals.uran.ua/eejet/article/view/92815.

J.V. Rogushina “The Use of Ontological Knowledge for Semantic Search of Complex Information Objects”, Open semantic technologies for intelligent systems, p.127-132, 2017.


REFERENCES (TRANSLATED AND TRANSLITERATED)

Yu.M. Borimchuk “Implementation of the Strategy for Promoting Youth Employment in Europe”, Rinok pratsi ta zaynnyatict naselennya, 4(45), c.50-53, 2015. (in Ukrainian)

L.V. Boyarchuk “Application of foreign experience in the work of the State Employment Service of Ukraine”, Naukovyi visnik Polissya, 1(1), c. 65-70, 2015. (in Ukrainian)

M. Mahsma “Global trends in the transformation of employment in the conditions of globalization of the economy” Ukraina: aspekty pratsi, 4, c. 10-15, 2007. (in Ukrainian)

L. Brewer The top 6 skills today’s employers want. [Online]. Available: http://iloblog.org/2014/04/11/the-top-6-skills-todays-employers-want/. Accessed on: 03.03.2018. (in English)

J. James “Heckman Hard Evidence on Soft Skills”. National Bureau of Economic Research. June 2012. [Online]. Available: http://www.nber.org/papers/w18121. Accessed on: 21.02.2018 (in English)

S. Lins “With «MOOS» or not with «MOOS»? Learninf in future”, Liki hlobalizatsii, [Online]. Available: http://vzagranke.ru/razvitie/grani/global/s-mooc-ili-ne-s-mooc-ucheba-budushhego.html. Accessed on: 20.02.2018. (in Russian)

P .Luksha, P. Peskov, D. Peskov “The future of education: a global agenda”, S.: Skolkovskiy institut nauki i tehnolohii, 196 p., 2016. (in Russian)

“Educational service Degreed - a new approach to higher education” [Online]. Available: http://www.aleksandr.kz/resursyi/founding-scholars-jailbreaking-the-degree.html#.WOPsNWekIdU. Дата перегляду: 21.02.2018. (in Russian)

“A single certificate of online education has been developed in Europe, ” [Online]. Available: http://osvita.ua/abroad/higher_school/distance-learning/44715/. Accessed on: 09.04.2018. (in Ukrainian)

“My Education Passport” [Online]. Available: http://myeducationpath.com/page/mypassport.htm. Accessed on: 09.04.2018. (in English)

“Recommendations of the Council for the recognition of non-formal and informal learning”, Komisiya Evropeyskogo soyuzu, 21 p., 2012. (in Ukrainian)

“European Skills, Competences, Qualifications and Occupations” [Online]. Available: https://ec.europa.eu/esco/portal/home. Accessed on: 24.01.2018. (in English)

“The single online information resource for collecting data on the availability of job vacancies throughout Europe” [Online]. Available: http://ec.europa.eu/eures/. Accessed on:09.04.2018. (in English)

N. G. Didenko, I. Ya. Todorov, O. R. Chugrina, O. K. European Policy and Social Partnership in the EU, manual, Donetsk: DonDUU, 150 p., 2012. (in Ukrainian)

J.V. Rogushina, S.M. Pryima “Ontological approach to qualifications matching on base of competences: model and methods” Naukovyi visnyk Natsionalnoho hirnychoho universytetu , 6, p.162-168, 2017. Available: http://www.nvngu.in.ua/jdownloads/pdf/2017/06/06_2017_Rogushina.pdf. (in English)

J.V. Rogushina, S.M. Pryima “Development of methods for support of qualification frameworks transparency based on semantic technologies”, Information Technologies and Learning Tools, Vol 59, 3, p.201–210, 2017. http://journal.iitta.gov.ua/index.php/itlt/ article/view/1655/1201. (in English)

J. Rogushina, S. Pryima “Use of Competence Ontological Model for Matching of Qualifications”, Chemistry: Bulgarian Journal of Science Education, Vol. 26, №2, p. 216-228, 2017: http://khimiya.org/show_issue.php?y=2017&vol=26&issue=2&i_id=66]. (in English)

J. Rogushina, S. Pryima “The use of ontologies and semantic web to provide for the transparency of qualifications frameworks”, Eastern-European Journal of Enterprise Technologies, Vol. 1, N 2 (85), p. 25-31, 2017. Режим доступу : http://journals.uran.ua/eejet/article/view/92815. (in English)

J.V. Rogushina “The Use of Ontological Knowledge for Semantic Search of Complex Information Objects”, Open semantic technologies for intelligent systems, p.127-132, 2017. (in English)

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