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2015 | OriginalPaper | Buchkapitel

The Development of Information Models and Methods of University Scientific Knowledge Management

verfasst von : Gulnaz Zhomartkyzy, Tatyana Balova

Erschienen in: Enterprise Information Systems

Verlag: Springer International Publishing

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Abstract

The main aim of this paper is to develop some methods and technologies of information support for university scientific knowledge management. It examines the concept of knowledge management and life-cycle processes of university scientific knowledge. On-To-Knowledge methodology is used as the basis for the university knowledge management. Text Mining and Semantic Web technologies are used to develop the ontological information model and to process information resources. Some models and methods are explored to carry out the monitoring of university research schools development. The model of a specialist which reflects the level of research activity productivity and overall scientific activity evaluation has been described. The ontology based information model is used to form a specialist’s professional competence in different areas. The approach to university scientific school identification based on the university academic community clustering by their common interests and the concept of university scientific knowledge semantic portal have been presented.

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Literatur
1.
Zurück zum Zitat Klimov, S.M.: Intellectual resources of society. St. Petersburg: IVESEP, Knowledge, (2002). Климoв C. M. Интeллeктyaльныe pecypcы oбщecтвa. – CПб.: ИBЭCЭП, Знaниe (2002) Klimov, S.M.: Intellectual resources of society. St. Petersburg: IVESEP, Knowledge, (2002). Климoв C. M. Интeллeктyaльныe pecypcы oбщecтвa. – CПб.: ИBЭCЭП, Знaниe (2002)
2.
Zurück zum Zitat Ackoff, R.L.: From data to wisdom. J. Appl. Syst. Anal. 16, 3–9 (1989) Ackoff, R.L.: From data to wisdom. J. Appl. Syst. Anal. 16, 3–9 (1989)
5.
Zurück zum Zitat Scarso, E., Bolisani, E.: Knowledge-based strategies for knowledge intensive business services: a multiple case-study of computer service companies. Electron. J. Knowl. Manag. 8(1), 151–160 (2010). http://www.ejkm.com Scarso, E., Bolisani, E.: Knowledge-based strategies for knowledge intensive business services: a multiple case-study of computer service companies. Electron. J. Knowl. Manag. 8(1), 151–160 (2010). http://​www.​ejkm.​com
6.
Zurück zum Zitat Tuzovskiy, A.F.: The development of knowledge management systems based on a single ontological knowledge base. Bull. Tomsk Polytech. Univ. 2(310), 182–185 (2007). Tyзoвcкий A.Ф. Paзpaбoткa cиcтeм yпpaвлeния знaниями нa ocнoвe eдинoй oнтoлoгичecкoй бaзы знaний. Извecтия Toмcкoгo пoлитexничecкoгo yнивepcитeтa. 2(310), 182–185 (2007) Tuzovskiy, A.F.: The development of knowledge management systems based on a single ontological knowledge base. Bull. Tomsk Polytech. Univ. 2(310), 182–185 (2007). Tyзoвcкий A.Ф. Paзpaбoткa cиcтeм yпpaвлeния знaниями нa ocнoвe eдинoй oнтoлoгичecкoй бaзы знaний. Извecтия Toмcкoгo пoлитexничecкoгo yнивepcитeтa. 2(310), 182–185 (2007)
7.
Zurück zum Zitat Staab, S., Schunurr, H.-P., Studer, R., Sure, Y.: Knowledge processes and ontologies. IEEE Intell. Syst. Spec. Issue Knowl. Manag. 16(1), 26–34 (2001)CrossRef Staab, S., Schunurr, H.-P., Studer, R., Sure, Y.: Knowledge processes and ontologies. IEEE Intell. Syst. Spec. Issue Knowl. Manag. 16(1), 26–34 (2001)CrossRef
8.
Zurück zum Zitat Allemang, D., Hendler, J.: Semantic Web for the Working Ontologist. Morgan Kaufmann Publisher, Burlington (2011) Allemang, D., Hendler, J.: Semantic Web for the Working Ontologist. Morgan Kaufmann Publisher, Burlington (2011)
9.
Zurück zum Zitat Zagorulko, Y., Borovikova, O.I.: Information model of scientific knowledge portal. Inf. Technol. 12, 2–7 (2009) Zagorulko, Y., Borovikova, O.I.: Information model of scientific knowledge portal. Inf. Technol. 12, 2–7 (2009)
13.
Zurück zum Zitat Manning, C.D., Raghavan, P., Schütze, H.: Introduction to Information Retrieval. Cambridge University Press, Cambridge (2009) Manning, C.D., Raghavan, P., Schütze, H.: Introduction to Information Retrieval. Cambridge University Press, Cambridge (2009)
14.
Zurück zum Zitat Altınçay, H., Erenel, Z.: Analytical evaluation of term weighting schemes for text categorization. Proc. Pattern Recogn. Lett. 1, 1310–1323 (2010)CrossRef Altınçay, H., Erenel, Z.: Analytical evaluation of term weighting schemes for text categorization. Proc. Pattern Recogn. Lett. 1, 1310–1323 (2010)CrossRef
18.
Zurück zum Zitat Kryukov, K.V., Kuznetsov, O.P., Suhoverov, V.S.: On the notion of formal competence researchers. In: Proceedings of the III International Scientific and Technical Conference - OSTIS-2013, Minsk, pp. 143–146 (2013) Kryukov, K.V., Kuznetsov, O.P., Suhoverov, V.S.: On the notion of formal competence researchers. In: Proceedings of the III International Scientific and Technical Conference - OSTIS-2013, Minsk, pp. 143–146 (2013)
20.
Zurück zum Zitat Trubina, I.O., Zabelina, I.N.: Creating personnel’s positive motivation in higher education institutions in the process of education and development of scientific schools. Creative Econ. 1(49), 30–36 (2011) Trubina, I.O., Zabelina, I.N.: Creating personnel’s positive motivation in higher education institutions in the process of education and development of scientific schools. Creative Econ. 1(49), 30–36 (2011)
21.
Zurück zum Zitat Tuzovskiy, A.F.: Creating and using a knowledge base of specialists’ competence profiles at organizations. Bull. Tomsk Polytech. Univ. 310(2), 186–189 (2007) Tuzovskiy, A.F.: Creating and using a knowledge base of specialists’ competence profiles at organizations. Bull. Tomsk Polytech. Univ. 310(2), 186–189 (2007)
22.
Zurück zum Zitat Adamic, L., Zhang, J., Bakshy, E., Ackerman, M.S.: Knowledge sharing and yahoo answers: everyone knows something. In: Proceedings of the 17th International Conference on World Wide Web, pp. 21–25 (2008) Adamic, L., Zhang, J., Bakshy, E., Ackerman, M.S.: Knowledge sharing and yahoo answers: everyone knows something. In: Proceedings of the 17th International Conference on World Wide Web, pp. 21–25 (2008)
23.
Zurück zum Zitat Baesso, P.T., Wolfgand, M.S., Cristina Vasconcelos de Andrade, L.: Finding reliable people in online communities of questions and answers.-analysis of metrics and scope reduction. In: Proceedings of the 16th International Conference on Enterprise Information Systems, pp. 526–535 (2014). doi:10.5220/0004954005260535 Baesso, P.T., Wolfgand, M.S., Cristina Vasconcelos de Andrade, L.: Finding reliable people in online communities of questions and answers.-analysis of metrics and scope reduction. In: Proceedings of the 16th International Conference on Enterprise Information Systems, pp. 526–535 (2014). doi:10.​5220/​0004954005260535​
24.
Zurück zum Zitat Cantador, I., Castells, P.: Extracting multilayered Communities of Interest from semantic user profiles: application to group modeling and hybrid recommendations. Comput. Hum. Behav. 27(4), 1321–1336 (2011)CrossRef Cantador, I., Castells, P.: Extracting multilayered Communities of Interest from semantic user profiles: application to group modeling and hybrid recommendations. Comput. Hum. Behav. 27(4), 1321–1336 (2011)CrossRef
25.
Zurück zum Zitat Bolshakova, E.I., Klyshinsky, E.S., Lande, D.V., Noskov, A.A,. Peskova, O.V., Yagunova, E.V.: Automatic processing of natural language texts and computational linguistics: Textbooks. MIEM (2011) Bolshakova, E.I., Klyshinsky, E.S., Lande, D.V., Noskov, A.A,. Peskova, O.V., Yagunova, E.V.: Automatic processing of natural language texts and computational linguistics: Textbooks. MIEM (2011)
26.
Zurück zum Zitat Marmanis, H., Babenko, D.: Algorithms of intellectual internet. Best practices for collecting, analyzing and processing data. Trans. from English. - SPb .: Symbol-Plus (2011) Marmanis, H., Babenko, D.: Algorithms of intellectual internet. Best practices for collecting, analyzing and processing data. Trans. from English. - SPb .: Symbol-Plus (2011)
27.
Zurück zum Zitat Maedche, A., Staab, S., Stojanovic, N., Studer, R., Sure, Y.: SEAL – a framework for developing SEmantic web PortALs. In: Read, B. (ed.) BNCOD 2001. LNCS, vol. 2097, pp. 1–22. Springer, Heidelberg (2001)CrossRef Maedche, A., Staab, S., Stojanovic, N., Studer, R., Sure, Y.: SEAL – a framework for developing SEmantic web PortALs. In: Read, B. (ed.) BNCOD 2001. LNCS, vol. 2097, pp. 1–22. Springer, Heidelberg (2001)CrossRef
28.
Zurück zum Zitat Şah, M., Hall, W.: Building and managing personalized semantic portals. In: Proceedings of the 16th International World Wide Web Conference, Alberta, Canada, pp. 1227–1228 (2007) Şah, M., Hall, W.: Building and managing personalized semantic portals. In: Proceedings of the 16th International World Wide Web Conference, Alberta, Canada, pp. 1227–1228 (2007)
Metadaten
Titel
The Development of Information Models and Methods of University Scientific Knowledge Management
verfasst von
Gulnaz Zhomartkyzy
Tatyana Balova
Copyright-Jahr
2015
DOI
https://doi.org/10.1007/978-3-319-29133-8_21