書誌事項
- タイトル別名
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- Supporting the Elderly based on Cognitive Modeling Approach
- ニンチ モデリング ニ モトズク コウレイシャ シエン ノ ココロミ
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抄録
<p>The research field of Intelligent Tutoring System (ITS) has so far developed an approach based on cognitive modeling to trace learning process. In our study, we apply this to support the elderly. We constructed an image recommender system comprising an ACT-R model. We built the model using a private photo library, and ran a simulation manipulating the activation noise of the declarative chunks. The noise was found to strongly influence the memory retrieval. When the noise level was low, the model retrieved a few memory items that occurred recently. On the other hand, when the noise level was high, the retrieval process was like a random walk over a memory network, with frequent recalls of old photos. The results suggest a condition of an ACT-R model can facilitate mental time travel into the distant past.</p>
収録刊行物
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- 人工知能学会研究会資料 先進的学習科学と工学研究会
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人工知能学会研究会資料 先進的学習科学と工学研究会 73 (0), 18-, 2015-02-27
一般社団法人 人工知能学会
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詳細情報 詳細情報について
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- CRID
- 1390851475416003712
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- NII論文ID
- 40020372647
- 130008057941
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- NII書誌ID
- AA11970412
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- ISSN
- 24364606
- 13494104
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- NDL書誌ID
- 026182772
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- 本文言語コード
- ja
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- データソース種別
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- JaLC
- NDL
- CiNii Articles
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- 抄録ライセンスフラグ
- 使用可