テキストマイニングによる交通事象から連想されたイメージの分析

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Design

  The previous study showed the structure of the image about traffic events analogized by the driver. We got the cosign similarity between words associated with traffic events by word2vec and compared this with the results of previous research. The results suggested that the information provided to the driver needs to include "situations of events" as "target of attention" and "response during driving" as "act of paying attention".
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  • 1. (C) 2017 NAGOYA ELECTRIC WORKS CO., LTD. テキストマイニングによる 交通事象から連想されたイメージの分析
  • 2. (C) 2017 NAGOYA ELECTRIC WORKS CO., LTD. 2
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  • 8. (C) 2017 NAGOYA ELECTRIC WORKS CO., LTD. 8 3,236
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  • 13. 0.52 0.42 0.58 0.53 0.47 0.38 0.46 0.46 0.43 0.37 0.45 0.42 0.42 0.37 0.44 0.41 0.42 0.36 0.43 0.39 0.41 0.35 0.40 0.37 0.39 0.35 0.40 0.37 0.39 0.33 0.39 0.37 0.39 0.33 0.36 0.35 0.38 0.32 0.35 0.35 0.51 0.47 0.46 0.49 0.51 0.43 0.42 0.47 0.46 0.42 0.39 0.46 0.43 0.38 0.39 0.46 0.43 0.38 0.35 0.41 0.41 0.36 0.33 0.40 0.41 0.35 0.32 0.38 0.39 0.34 0.28 0.32 0.38 0.33 0.28 0.30 0.37 0.32 0.27 0.28 (C) 2017 NAGOYA ELECTRIC WORKS CO., LTD. 13 0.52 0.42 0.58 0.53 0.47 0.38 0.46 0.46 0.43 0.37 0.45 0.42 0.42 0.37 0.44 0.41 0.42 0.36 0.43 0.39 0.41 0.35 0.40 0.37 0.39 0.35 0.40 0.37 0.39 0.33 0.39 0.37 0.39 0.33 0.36 0.35 0.38 0.32 0.35 0.35 0.51 0.47 0.46 0.49 0.51 0.43 0.42 0.47 0.46 0.42 0.39 0.46 0.43 0.38 0.39 0.46 0.43 0.38 0.35 0.41 0.41 0.36 0.33 0.40 0.41 0.35 0.32 0.38 0.39 0.34 0.28 0.32 0.38 0.33 0.28 0.30 0.37 0.32 0.27 0.28 0.52 0.42 0.58 0.53 0.47 0.38 0.46 0.46 0.43 0.37 0.45 0.42 0.42 0.37 0.44 0.41 0.42 0.36 0.43 0.39 0.41 0.35 0.40 0.37 0.39 0.35 0.40 0.37 0.39 0.33 0.39 0.37 0.39 0.33 0.36 0.35 0.38 0.32 0.35 0.35 0.51 0.47 0.46 0.49 0.51 0.43 0.42 0.47 0.46 0.42 0.39 0.46 0.43 0.38 0.39 0.46 0.43 0.38 0.35 0.41 0.41 0.36 0.33 0.40 0.41 0.35 0.32 0.38 0.39 0.34 0.28 0.32 0.38 0.33 0.28 0.30 0.37 0.32 0.27 0.28 0.52 0.42 0.58 0.53 0.47 0.38 0.46 0.46 0.43 0.37 0.45 0.42 0.42 0.37 0.44 0.41 0.42 0.36 0.43 0.39 0.41 0.35 0.40 0.37 0.39 0.35 0.40 0.37 0.39 0.33 0.39 0.37 0.39 0.33 0.36 0.35 0.38 0.32 0.35 0.35 0.51 0.47 0.46 0.49 0.51 0.43 0.42 0.47 0.46 0.42 0.39 0.46 0.43 0.38 0.39 0.46 0.43 0.38 0.35 0.41 0.41 0.36 0.33 0.40 0.41 0.35 0.32 0.38 0.39 0.34 0.28 0.32 0.38 0.33 0.28 0.30 0.37 0.32 0.27 0.28 0.52 0.42 0.58 0.53 0.47 0.38 0.46 0.46 0.43 0.37 0.45 0.42 0.42 0.37 0.44 0.41 0.42 0.36 0.43 0.39 0.41 0.35 0.40 0.37 0.39 0.35 0.40 0.37 0.39 0.33 0.39 0.37 0.39 0.33 0.36 0.35 0.38 0.32 0.35 0.35 0.51 0.47 0.46 0.49 0.51 0.43 0.42 0.47 0.46 0.42 0.39 0.46 0.43 0.38 0.39 0.46 0.43 0.38 0.35 0.41 0.41 0.36 0.33 0.40 0.41 0.35 0.32 0.38 0.39 0.34 0.28 0.32 0.38 0.33 0.28 0.30 0.37 0.32 0.27 0.28 0.52 0.42 0.58 0.53 0.47 0.38 0.46 0.46 0.43 0.37 0.45 0.42 0.42 0.37 0.44 0.41 0.42 0.36 0.43 0.39 0.41 0.35 0.40 0.37 0.39 0.35 0.40 0.37 0.39 0.33 0.39 0.37 0.39 0.33 0.36 0.35 0.38 0.32 0.35 0.35 0.51 0.47 0.46 0.49 0.51 0.43 0.42 0.47 0.46 0.42 0.39 0.46 0.43 0.38 0.39 0.46 0.43 0.38 0.35 0.41 0.41 0.36 0.33 0.40 0.41 0.35 0.32 0.38 0.39 0.34 0.28 0.32 0.38 0.33 0.28 0.30 0.37 0.32 0.27 0.28 0.52 0.42 0.58 0.53 0.47 0.38 0.46 0.46 0.43 0.37 0.45 0.42 0.42 0.37 0.44 0.41 0.42 0.36 0.43 0.39 0.41 0.35 0.40 0.37 0.39 0.35 0.40 0.37 0.39 0.33 0.39 0.37 0.39 0.33 0.36 0.35 0.38 0.32 0.35 0.35 0.51 0.47 0.46 0.49 0.51 0.43 0.42 0.47 0.46 0.42 0.39 0.46 0.43 0.38 0.39 0.46 0.43 0.38 0.35 0.41 0.41 0.36 0.33 0.40 0.41 0.35 0.32 0.38 0.39 0.34 0.28 0.32 0.38 0.33 0.28 0.30 0.37 0.32 0.27 0.28 0.52 0.42 0.58 0.53 0.47 0.38 0.46 0.46 0.43 0.37 0.45 0.42 0.42 0.37 0.44 0.41 0.42 0.36 0.43 0.39 0.41 0.35 0.40 0.37 0.39 0.35 0.40 0.37 0.39 0.33 0.39 0.37 0.39 0.33 0.36 0.35 0.38 0.32 0.35 0.35 0.51 0.47 0.46 0.49 0.51 0.43 0.42 0.47 0.46 0.42 0.39 0.46 0.43 0.38 0.39 0.46 0.43 0.38 0.35 0.41 0.41 0.36 0.33 0.40 0.41 0.35 0.32 0.38 0.39 0.34 0.28 0.32 0.38 0.33 0.28 0.30 0.37 0.32 0.27 0.28
  • 14. (C) 2017 NAGOYA ELECTRIC WORKS CO., LTD. 14 0.42 0.58 0.5 0.38 0.46 0.4 0.37 0.45 0.4 0.37 0.44 0.4 0.36 0.43 0.3 0.35 0.40 0.3 0.35 0.40 0.3 0.33 0.39 0.3 0.33 0.36 0.3 0.32 0.35 0.3 0.47 0.46 0.4 0.43 0.42 0.4 0.42 0.39 0.4 Jaccard 202 0.23 117 0.15 53 0.09 36 0.09 32 0.07 29 0.07 22 0.06 22 0.05 21 0.05 20 0.05
  • 15. (C) 2017 NAGOYA ELECTRIC WORKS CO., LTD. 15 0.52 0.42 0.58 0.47 0.38 0.46 0.43 0.37 0.45 0.42 0.37 0.44 0.42 0.36 0.43 0.41 0.35 0.40 0.39 0.35 0.40 0.39 0.33 0.39 0.39 0.33 0.36 0.38 0.32 0.35 0.51 0.47 0.46 0.51 0.43 0.42 0.46 0.42 0.39 0.43 0.38 0.39 0.64 0.57 0.34 0.28 0.26 0.25 0.25 0.24 0.24 0.24 3,236 414,844
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  • 18. 0.52 0.42 0.58 0.53 0.47 0.38 0.46 0.46 0.43 0.37 0.45 0.42 0.42 0.37 0.44 0.41 0.42 0.36 0.43 0.39 0.41 0.35 0.40 0.37 0.39 0.35 0.40 0.37 0.39 0.33 0.39 0.37 0.39 0.33 0.36 0.35 0.38 0.32 0.35 0.35 0.51 0.47 0.46 0.49 0.51 0.43 0.42 0.47 0.46 0.42 0.39 0.46 0.43 0.38 0.39 0.46 0.43 0.38 0.35 0.41 0.41 0.36 0.33 0.40 0.41 0.35 0.32 0.38 0.39 0.34 0.28 0.32 0.38 0.33 0.28 0.30 0.37 0.32 0.27 0.28 (C) 2017 NAGOYA ELECTRIC WORKS CO., LTD. 18
  • 19. (C) 2017 NAGOYA ELECTRIC WORKS CO., LTD. 19 451 441 421 421 408 392 380 322
  • 20. (C) 2017 NAGOYA ELECTRIC WORKS CO., LTD. 20 → →
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  • 22. 0.42 0.58 0.53 0.38 0.46 0.46 0.37 0.45 0.42 0.37 0.44 0.41 0.36 0.43 0.39 0.35 0.40 0.37 0.35 0.40 0.37 0.33 0.39 0.37 0.33 0.36 0.35 0.32 0.35 0.35 0.47 0.46 0.49 0.43 0.42 0.47 0.42 0.39 0.46 0.38 0.39 0.46 0.38 0.35 0.41 0.36 0.33 0.40 0.35 0.32 0.38 0.34 0.28 0.32 0.33 0.28 0.30 0.32 0.27 0.28 (C) 2017 NAGOYA ELECTRIC WORKS CO., LTD. 22
  • 23. (C) 2017 NAGOYA ELECTRIC WORKS CO., LTD. 0.52 0.42 0.58 0.47 0.38 0.46 0.43 0.37 0.45 0.42 0.37 0.44 0.42 0.36 0.43 0.41 0.35 0.40 0.39 0.35 0.40 0.39 0.33 0.39 0.39 0.33 0.36 0.38 0.32 0.35 0.51 0.47 0.46 0.43 0.42 0.42 0.41 0.39 0.39 0.39 0.38 0.51 0.51 0.46 0.43 0.43 0.41 0.41 0.39 0.38 0.37
  • 24. (C) 2017 NAGOYA ELECTRIC WORKS CO., LTD. 24
  • 25. (C) 2017 NAGOYA ELECTRIC WORKS CO., LTD. 2 ITS-17-017
  • 26. 0.52 0.42 0.58 0.53 0.47 0.38 0.46 0.46 0.43 0.37 0.45 0.42 0.42 0.37 0.44 0.41 0.42 0.36 0.43 0.39 0.41 0.35 0.40 0.37 0.39 0.35 0.40 0.37 0.39 0.33 0.39 0.37 0.39 0.33 0.36 0.35 0.38 0.32 0.35 0.35 0.51 0.47 0.46 0.49 0.51 0.43 0.42 0.47 0.46 0.42 0.39 0.46 0.43 0.38 0.39 0.46 0.43 0.38 0.35 0.41 0.41 0.36 0.33 0.40 0.41 0.35 0.32 0.38 0.39 0.34 0.28 0.32 0.38 0.33 0.28 0.30 0.37 0.32 0.27 0.28 (C) 2017 NAGOYA ELECTRIC WORKS CO., LTD. 26
  • 27. (C) 2017 NAGOYA ELECTRIC WORKS CO., LTD. 2
  • 28. 0.52 0.42 0.58 0.53 0.47 0.38 0.46 0.46 0.43 0.37 0.45 0.42 0.42 0.37 0.44 0.41 0.42 0.36 0.43 0.39 0.41 0.35 0.40 0.37 0.39 0.35 0.40 0.37 0.39 0.33 0.39 0.37 0.39 0.33 0.36 0.35 0.38 0.32 0.35 0.35 0.51 0.47 0.46 0.49 0.51 0.43 0.42 0.47 0.46 0.42 0.39 0.46 0.43 0.38 0.39 0.46 0.43 0.38 0.35 0.41 0.41 0.36 0.33 0.40 0.41 0.35 0.32 0.38 0.39 0.34 0.28 0.32 0.38 0.33 0.28 0.30 0.37 0.32 0.27 0.28 (C) 2017 NAGOYA ELECTRIC WORKS CO., LTD. 28
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  • 31. (C) 2017 NAGOYA ELECTRIC WORKS CO., LTD. 0.52 0.42 0.47 0.38 0.43 0.37 0.42 0.37 0.42 0.36 0.41 0.35 0.39 0.35 0.39 0.33 0.39 0.33 0.38 0.32 0.51 0.47 0.42 0.42 0.41 0.39 0.39 0.39 0.38 0.51 0.51 0.46 0.43 0.43 0.41 0.41 0.39 0.38 0.37
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