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Discriminative Pattern Extraction for User Interaction with Low Usability Web Pages
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- Yamada Toshiya
- Department of Statistical Science The Graduate University for Advanced Studies
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- Nakamichi Noboru
- Faculty of Information Sciences and Engineering Nanzan University
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- Matsui Tomoko
- The Institute of Statistical Mathematics
Bibliographic Information
- Other Title
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- Webユーザビリティの低いページにおけるインタラクションパターンの抽出
- Web ユーザビリティ ノ ヒクイ ページ ニ オケル インタラクションパターン ノ チュウシュツ
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Description
<p>Our goal is to point out problems in web pages with low usability in order to improve the web usability. We investigate the relation between user interaction behaviors in web-viewing and evaluation results of web-usability by subjects, and extract discriminative patterns for user interaction behaviors in viewing of web pages with low usability by using the PrefixSpan based subsequence boosting (Pboost). In the experiments using 63,000 records of the user interaction behaviors in viewing of 263 web pages which include 20 pages with low usability, we show that 76 discriminative patterns of user interaction behaviors are effectively extracted.</p>
Journal
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- The Transactions of Human Interface Society
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The Transactions of Human Interface Society 12 (4), 417-426, 2010-11-25
Human Interface Society
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Keywords
Details 詳細情報について
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- CRID
- 1390845702276273024
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- NII Article ID
- 10027408189
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- NII Book ID
- AA11324440
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- ISSN
- 21868271
- 13447262
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- NDL BIB ID
- 10894715
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- Text Lang
- ja
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- Data Source
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- JaLC
- NDL Search
- CiNii Articles
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- Abstract License Flag
- Disallowed