Abstract
This paper explores the problem of the externalisation of expert knowledge in order to build a new procedure for a given work place. In the first stage of our approach, the processes carried out by experts in the company are verbally described by them and recorded. Next, using Google Cloud Speech Api technology, the voice recording is converted into text. In the second stage, based on the set of the text, a Finalised Word Dictionary is created. In the third stage the steps constituting the procedure are distinguished and finally the procedure for a given work place, based on the expert’s vocalised report is created. The proposed application can be a useful tool for the acquisition of new explicit knowledge within an enterprise.
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References
Patalas-Maliszewska, J.: Knowledge Worker Management: Value Assessment, Methods, and Application Tools. Springer, Heidelberg (2013)
Nonaka, I.: A dynamic theory of organisational knowledge creation. Organ. Sci. 5(1), 14–37 (1994)
Nonaka, I., Takeuchi, H.: Creation of Knowledge in the Organisation. Poltext, Warsaw (2000)
Gajzler, M.: The idea of knowledge supplementation and explanation using neural networks to support decisions in construction engineering. In: 11th International Conference on Modern Building Materials, Structures and Techniques, MBMST 2013. Procedia Engineering, vol. 57, pp. 302–309 (2013)
Bolger, F., Wentholt, M.: Principles and practice of selecting and motivating experts. EFSA journal 2014: guidance on expert knowledge elicitation in food and feed safety risk assessment, European Food Safety Authority (EFSA), Parma, pp. 138–162 (2014)
Germain, M.L., Tejeda, M.J.: A preliminary exploration on the measurement of expertise: an initial development of a psychometric scale. Hum. Resour. Dev. Q. 23(2), 203–232 (2012)
Alvarado-Valencia, J., Barrero, L.H., Onkal, D., Dennerlein, J.T.: Expertise, credibility of systems forecasts and integration of methods in judgmental demand forecasting. Int. J. Forecast. 33, 298–313 (2012)
Gray, P.H., Meister, D.B.: Knowledge sourcing effectiveness. Manag. Sci. 50(6), 821–834 (2004)
Potocoki, A, Łukasik, P.: Wybrane metody komunikacji ukierunkowane na wykorzystanie wiedzy w organizacji. In: Stabryła, A., Wawak, S. (eds.) Problemy zarządzania organizacjami w społeczeństwie informacyjnym. Wydawnictwo Mfiles, Kraków (2014)
Lemke, J.: Analyzing Verbal Data: Principles, Methods, and Problems, Springer International Handbooks of Education, vol. 24, pp. 1471–1484. Springer, Dordrecht (2012)
Salmon, K., Pipe, M.-E., Malloy, A., Mackay, K.: Do non-verbal aids increase the effectiveness of best practice verbal interview techniques? An experimental study. Appl. Cogn. Psychol. 26(3), 370–380 (2012)
Zieliński, M.: Personnel conditions of creation of intelligent organization. Scientific Papers of Silesian University of Technology. Organization and Management Series, no. 1946, p. 86 (2015)
Pa, N.C., Taheri, L., Rusli, A.: A survey on approaches in knowledge audit in organizations. Asian Trans. Comput. 02(05), 1–8 (2012)
Dudek, A., Patalas-Maliszewska, J.: A model of a tacit knowledge transformation for the service department in a manufacturing company: a case study. Found. Manag. 8(1), 176–177 (2016)
Hall, P., Phan, W., Whitson, K.: The Evolution of Analytics. Opportunities and Challenges for Machine Learning in Business. O’Reilly Media, Sebastopol (2016)
Woliński, M., MIłkowski, M., Ogrodniczuk, M., Przepiórkowski, A., Szałkiewicz A.: PoliMorf: a (not so) new open morphological dictionary for Polish, Institute of Computer Science, pp. 860–864. Polish Academy of Sciences (2012)
LibreOffice: LibreOffice/Dictionaries. https://github.com/LibreOffice/dictionaries/tree/master/pl_PL. Accessed 09 May 2018
Google Cloud Platform: Web Speech API Demonstration. https://www.google.com/intl/pl/chrome/demos/speech.html. Accessed 09 May 2018
Marcińczuk, M., Kocoń, J.: Recognition of named entities boundaries in Polish texts. In: Proceedings of the 4th Biennial International Workshop on Balto-Slavic Natural Language Processing, pp. 94–99 (2013)
Kaczmarek, A., Marcińczuk, M.: Evaluation of coreference resolution tools for polish from the information extraction perspective. In: 5th Workshop on Balto-Slavic Natural Language Processing, Hissar, pp. 24–33 (2015)
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Dudek, A., Patalas-Maliszewska, J. (2019). An Application for Supporting the Externalisation of Expert Knowledge. In: Świątek, J., Borzemski, L., Wilimowska, Z. (eds) Information Systems Architecture and Technology: Proceedings of 39th International Conference on Information Systems Architecture and Technology – ISAT 2018. ISAT 2018. Advances in Intelligent Systems and Computing, vol 853. Springer, Cham. https://doi.org/10.1007/978-3-319-99996-8_23
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DOI: https://doi.org/10.1007/978-3-319-99996-8_23
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