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Questionnaire Data Analysis Based on a New Dendrogram for Visualization of Hierarchical Structure of Proximity
http://hdl.handle.net/2237/20684
http://hdl.handle.net/2237/206844919b9d3-c851-43a4-a31c-3a34239c3823
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
Questionnaire_Data_Analysis_Based_on_a_New_Dendrogram_for_Visualization_of_Hierarchical_Structure_of_Proximity.pdf (524.7 kB)
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| アイテムタイプ | 会議発表論文 / Conference Paper(1) | |||||
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| 公開日 | 2014-11-05 | |||||
| タイトル | ||||||
| タイトル | Questionnaire Data Analysis Based on a New Dendrogram for Visualization of Hierarchical Structure of Proximity | |||||
| 言語 | en | |||||
| 著者 |
Minh, Tuan Pham
× Minh, Tuan Pham× Tomohiro, Yoshikawa× Takeshi, Furuhashi |
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| アクセス権 | ||||||
| アクセス権 | open access | |||||
| アクセス権URI | http://purl.org/coar/access_right/c_abf2 | |||||
| 抄録 | ||||||
| 内容記述タイプ | Abstract | |||||
| 内容記述 | Visualization is one of the most useful methods to understand similarity or dissimilarity among data. However, most linear methods such as PCA or MDA are not appropriate for construction of hierarchical model based on the distances (similarity/dissimilarity) between instances, because they do not consider the distances for visualization. This paper proposes a new dendrogram map based on multi-dimensional scaling (MDS) using a spring model which considers the distances between instances. This paper applies the proposed method to clustering of two sets of data. One is those prepared for a thought experiment. The other is questionnaire data on a planned product. The results show that the proposed dendrogram visualizes differences in distances between data while the conventional dendrogram and the conventional MDS were not able to do. | |||||
| 言語 | en | |||||
| 内容記述 | ||||||
| 内容記述タイプ | Other | |||||
| 内容記述 | 10th International Symposium on Advanced Intelligent Systems (ISIS 2009). August 17-19, 2009, Dong-A University, Busan, KOREA | |||||
| 言語 | en | |||||
| 出版者 | ||||||
| 出版者 | Korean Institute of Intelligent Systems | |||||
| 言語 | en | |||||
| 言語 | ||||||
| 言語 | eng | |||||
| 資源タイプ | ||||||
| 資源 | http://purl.org/coar/resource_type/c_5794 | |||||
| タイプ | conference paper | |||||
| 出版タイプ | ||||||
| 出版タイプ | VoR | |||||
| 出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||
| 書誌情報 |
en : ISIS 2009 PROCEEDINGS OF THE 10TH SYMPOSIUM ON ADVANCED INTELLIGENT SYSTEMS p. 17-21, 発行日 2009-08 |
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| 著者版フラグ | ||||||
| 値 | publisher | |||||
| URI | ||||||
| 識別子 | http://hdl.handle.net/2237/20684 | |||||
| 識別子タイプ | HDL | |||||
