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首页> 外文会议>Human Factors and Ergonomics Society international annual meeting;Human Factors and Ergonomics Society >ASSESSING THE TRAINING EFFECTIVENESS OF AN INTELLIGENT TUTORING SYSTEM FOR MARKSMANSHIP SKILLS
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ASSESSING THE TRAINING EFFECTIVENESS OF AN INTELLIGENT TUTORING SYSTEM FOR MARKSMANSHIP SKILLS

机译：评估枪法技巧智能辅导系统的训练效果

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摘要

The development of embedded trainers and intelligent tutoring systems (ITS) may allow modern militariesto maintain high proficiency in marksmanship skills despite limitations on training personnel and resources.A system embedding an ITS in a future rifle concept was developed to examine the potential of suchtechnologies. This system was based on two main concepts: 1) instance-based learning and practice thatuses a Smart Sight System to present a perceptual cue adjusted for the target’s properties and environmentalvariables and 2) rule-based learning that relies on artificial intelligence algorithm that delivers training tipsand feedback to participants.The experimental task involved engaging moving targets on a virtual shooting range. Three types of trainingwere compared: a control group that received no additional training, a standard Canadian Armed Forces(CAF) training group, and an advanced training group that received ITS training. The results showed thatadditional training-both CAF and ITS-improved shooting accuracy. The performance in the ITScondition was consistently better than in the Control group or in the CAF training group on selectedmeasures of performance.
机译：嵌入式教练机和智能辅导系统（ITS）的发展可能使现代军事人员在训练人员和资源方面受到限制，但仍可以保持高度的枪法技能。开发了将ITS嵌入未来步枪概念中的系统，以研究此类技术的潜力。该系统基于两个主要概念：1）基于实例的学习和练习，该学习和练习使用Smart Sight系统呈现针对目标属性和环境变量进行调整的感知提示； 2）基于规则的学习，该学习依赖于提供培训的人工智能算法提示和对参与者的反馈。实验任务涉及在虚拟射击场上移动目标。比较了三种类型的培训：未接受额外培训的对照组，标准的加拿大武装部队（CAF）培训组和接受ITS培训的高级培训组。结果表明，CAF和ITS的附加训练可提高射击准确性。在ITS条件下的绩效始终优于对照组或CAF培训组关于所选绩效指标的绩效。

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