| dc.contributor.advisor | 陳良弼<br>蔡介立 | zh_TW |
| dc.contributor.advisor | Chen, Arbee L.P.<br>Tsai, Jie Li | en_US |
| dc.contributor.author (Authors) | 王加元 | zh_TW |
| dc.contributor.author (Authors) | Wang, Jia Yuan | en_US |
| dc.creator (作者) | 王加元 | zh_TW |
| dc.creator (作者) | Wang, Jia Yuan | en_US |
| dc.date (日期) | 2008 | en_US |
| dc.date.accessioned | 17-Sep-2009 14:04:29 (UTC+8) | - |
| dc.date.available | 17-Sep-2009 14:04:29 (UTC+8) | - |
| dc.date.issued (上傳時間) | 17-Sep-2009 14:04:29 (UTC+8) | - |
| dc.identifier (Other Identifiers) | G0095753009 | en_US |
| dc.identifier.uri (URI) | https://nccur.lib.nccu.edu.tw/handle/140.119/32694 | - |
| dc.description (描述) | 碩士 | zh_TW |
| dc.description (描述) | 國立政治大學 | zh_TW |
| dc.description (描述) | 資訊科學學系 | zh_TW |
| dc.description (描述) | 95753009 | zh_TW |
| dc.description (描述) | 97 | zh_TW |
| dc.description.abstract (摘要) | 現在有許多對於眼動軌跡與人在認知方面的研究，包括理解狀態以及感興趣的程度；其中，閱讀文章時的眼動軌跡是最常被討論及研究的題材。而本研究的目的就是希望探討讀者在閱讀時的眼動軌跡，與其感興趣程度之間是否存在關係。<br>本研究的特色在於，我們不用一般分析眼動時關心每個AOI（area of interest）上的眼動資料，而是希望將眼動資料以序列的方式分析，並且運用資料探勘的方法，找出眼動序列中區分感興趣程度的眼動軌跡特徵的片段。<br>透過對於眼動軌跡的分析，我們希望研究的結果，在未來可以運用在資訊檢索的領域上，成為一種有效的「隱含式回饋（implicit feedback）」的方式，以改善現有資訊檢索效能。 | zh_TW |
| dc.description.abstract (摘要) | Much research has been performed on the relationship between eye movements and human cognition, including comprehension and interesting degree. The purpose of our research is to find out if there are relationships between eye movements of reading and interesting degree.<br>Instead of analyzing the eye movements on each area of interest, the characteristic of our research is to transform eye movements to sequence data, and to determine the eye movement patterns which discriminate whether user is interesting or not by using the method of data mining.<br>Through the analysis of the eye movements, our research result can be used as one way of implicit feedback of information retrieval to improve the effectiveness of the search engine. | en_US |
| dc.description.tableofcontents | 第一章 導論及研究動機 1第二章 相關研究 3第三章 研究方法 8第四章 實驗結果分析與討論 36第五章 結論與未來方向 48參考文獻 50 | zh_TW |
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| dc.format.mimetype | application/pdf | - |
| dc.language.iso | en_US | - |
| dc.source.uri (資料來源) | http://thesis.lib.nccu.edu.tw/record/#G0095753009 | en_US |
| dc.subject (關鍵詞) | 眼動 | zh_TW |
| dc.subject (關鍵詞) | 閱讀 | zh_TW |
| dc.subject (關鍵詞) | 感興趣程度 | zh_TW |
| dc.subject (關鍵詞) | 資料探勘 | zh_TW |
| dc.subject (關鍵詞) | 序列資料探勘 | zh_TW |
| dc.subject (關鍵詞) | 重複片段 | zh_TW |
| dc.subject (關鍵詞) | 分類 | zh_TW |
| dc.subject (關鍵詞) | eye movement | en_US |
| dc.subject (關鍵詞) | reading | en_US |
| dc.subject (關鍵詞) | interesting degree | en_US |
| dc.subject (關鍵詞) | data mining | en_US |
| dc.subject (關鍵詞) | sequence mining | en_US |
| dc.subject (關鍵詞) | repeating pattern | en_US |
| dc.subject (關鍵詞) | classification | en_US |
| dc.title (題名) | 對於閱讀的感興趣程度與眼動特徵關係之研究 | zh_TW |
| dc.title (題名) | The Research on the Relationship between Interesting Degree of Reading and Eye Movement Features | en_US |
| dc.type (資料類型) | thesis | en |
| dc.relation.reference (參考文獻) | [1] Dario D. Salvucci and Joseph H. Goldberg, “Identifying fixations and saccades in eye-tracking protocols,” Proceedings of the 2000 symposium on Eye tracking research & applications. | zh_TW |
| dc.relation.reference (參考文獻) | [2] 蔡介立(Jie-Li Tsai), 顏妙璇(Miao-Hsuan Yen), and 汪勁安(Chin-An Wang), “眼球移動測量及在中文閱讀研究之應用,” 應用心理研究, 28期, 91-104, 2005. | zh_TW |
| dc.relation.reference (參考文獻) | [3] Jarkko Salojarvi, Kai Puolamaki, Jaana Simola, Lauri Kovanen, Ilpo Kojo, and Samuel Kaski, “Inferrring Relevance from Eye Movements: Feature Extraction,” Helsinki University of Technology, Publications in Computer and Information Science. | zh_TW |
| dc.relation.reference (參考文獻) | [4] Rayner, K., Chace, K. H., Slattery, T. J. and Ashby, J, “Movements as Reflections of Comprehension Processes in Reading,” Scientific Studies of Reading 10(3): 241-255. | zh_TW |
| dc.relation.reference (參考文獻) | [5] Aulikki Hyrskykari, Paivi Majaranta, Antti Aaltonen, and Kari-Jouko Raiha, “Design Issues of iDict: A Gaze-Assisted Translation Aid,” Proceedings of the 2000 symposium on Eye tracking research & applications. | zh_TW |
| dc.relation.reference (參考文獻) | [6] Bing Pan, Helene A. Hembrooke, Geri K. Gay, Laura A. Granka, Matthew K. Feusner, and Jill K. Newman, “The Determinants of Web Page Viewing Behavior: An Eye-Tracking Study,” Proceedings of the 2004 symposium on Eye tracking research & applications. | zh_TW |
| dc.relation.reference (參考文獻) | [7] Julia M. West, Anne R. Haake, Evelyn P. Rozanski, and Keith S. Karn, “eyePattern: Softwore for Identifying Patterns and Similarities Across Fixation Sequences,” Proceedings of the 2006 symposium on Eye tracking research & applications. | zh_TW |
| dc.relation.reference (參考文獻) | [8] Hidetake Uwano, Masahide Nakamura, Akito Monden and Ken-ichi Matsumoto, “Analyzing Individual Performance of Source Code Review Using Reviewer’s Eye Movement,” Proceedings of the 2006 symposium on Eye tracking research & applications. | zh_TW |
| dc.relation.reference (參考文獻) | [9] Georg Buscher, “Attention-Based Information Retrieval,” ACM SIGIR Conference on Research and Development of Information Retrieval, 2007. | zh_TW |
| dc.relation.reference (參考文獻) | [10] David Hardoon, John Shawe-Taylor, Antti Ajanki, Kai Puolamäki, and Samuel Kaski, “Information Retrieval by Inferring Implicit Queries from eye Movements,” Artificial Intelligence and Statistics, 2007. | zh_TW |
| dc.relation.reference (參考文獻) | [11] 中央研究院漢語平衡語料庫，http://www.aclclp.org.tw/use_asbc_c.php | zh_TW |
| dc.relation.reference (參考文獻) | [12] SHYAMALA DORAISAMY, and STEFAN RÜGER, “Robust Polyphonic Music Retrieval with N-grams,” Journal of Intelligent Information Systems, 21:1, 53–70, 2003. | zh_TW |
| dc.relation.reference (參考文獻) | [13] Jia-Lien Hsu, Arbee L.P. Chen, Hung-Chen Chen, “Finding Approximate Repeating Patterns from Sequence Data,” Proc. International Symposium on Music Information Retrieval, 2004. | zh_TW |
