Abstract
When a service technician repairs an air-conditioning system, or a factory worker operates a robot system, there exists an appropriate and efficient work process. A better work process is realized through the skills that workers acquire by experience. It is desirable that the improved work process be documented in manual form and shared among other workers. However documenting a work process is a time-consuming task. To automate the documentation, we have developed a method of observing a worker’s motion with IC accelerometers and we have built a program that automatically generates a manual from the recorded work process.
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References
Barnes: Motion and Time Study. John Wiley & Sons, Inc., Chichester (1968)
Hori, S., Hirose, K., Taki, H.: Acquiring After-Sales Knowledge from Human Motions. In: Negoita, M.G., Howlett, R.J., Jain, L.C. (eds.) KES 2004. LNCS (LNAI), vol. 3214, pp. 188–194. Springer, Heidelberg (2004)
Kuiper, B.: Qualitative Simulation. Artificial Intelligence 2, 289–338 (1986)
Kobayashi, S., Nakamura, K.: Knowledge Compilation and Refinement for Fault Diagnosis. IEEE Expert 6(5), 39–46 (1991)
Nakata, T.: Automatic Generation of Expressive Body Movement Based on Cohen- Kestenberg Lifelike Motion Stereotypes. Journal of Advanced Computational Intelligence and Intelligent Informatics 7(2), 124–129 (2003)
Quinlan, J.R.: Decision Trees and Decision making. IEEE Trans. on Systems, Man and Cybernetics 20(2), 339–346 (1990)
Lee, S.-W., Mase: Activity and location recognition using wearable sensors. IEEE Pervasive Computing 1(3), 24–32 (2002)
Song, Goncalves, Perona: Unsupervised learning of human motion. IEEE Transactions on Pattern Analysis and Machine Intelligence 25(7), 814–827 (2003)
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Hori, S., Hirose, K., Taki, H. (2005). Automatic Generation of Operation Manuals Through Work Motion Observation. In: Khosla, R., Howlett, R.J., Jain, L.C. (eds) Knowledge-Based Intelligent Information and Engineering Systems. KES 2005. Lecture Notes in Computer Science(), vol 3684. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11554028_16
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DOI: https://doi.org/10.1007/11554028_16
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-28897-8
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