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このアイテムの引用には次の識別子を使用してください:
http://hdl.handle.net/10119/12350
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| タイトル: | A construction of sound semantic linguistic scales using 4-tuple representation of term semantics |
| 著者: | Nguyen, Cat-Ho
Huynh, Van Nam
Pedrycz, Witold |
| キーワード: | Computing with words
Fuzzy decision making
Order-based semantics of terms
Hedge algebras
4-tuple linguistic representation model
Semantic linguistic scales |
| 発行日: | 2013-11-05 |
| 出版者: | Elsevier |
| 誌名: | International Journal of Approximate Reasoning |
| 巻: | 55 |
| 号: | 3 |
| 開始ページ: | 763 |
| 終了ページ: | 786 |
| DOI: | 10.1016/j.ijar.2013.10.012 |
| 抄録: | Data semantics plays a fundamental role in computer science, in general, and in computing with words, in particular. The semantics of words arises as a sophisticated problem, since words being actually vague linguistic terms are pieces of information characterized by impreciseness, incompleteness, uncertainty and/or vagueness. The qualitative semantics and the quantitative semantics are two aspects of vague linguistic information, which are closely related. However, the qualitative semantics of linguistic terms, and even the qualitative semantics of the symbolic approaches, seem to be not elaborated explicitly in the literature up to now. In this study, we propose an interpretation of the inherent order-based semantics of terms through their qualitative semantics modeled by hedge algebra structures. The quantitative semantics of terms are developed based on the quantification of hedge algebras. With such an explicit approach, we propose two concepts of assessment scales to address decision problems: linguistic scales used for representing expert linguistic assessments and semantic linguistic scales based on 4-tuple linguistic representation model, which forms a formalized structure useful for computing with words. An example of solving a simple multi-criteria decision problem is examined via a comparative study. We also analyze of the main advantages of the proposedapproach. |
| Rights: | NOTICE: This is the author's version of a work accepted for publication by Elsevier. Cat-Ho Nguyen, Van Nam Huynh, Witold Pedrycz, International Journal of Approximate Reasoning, 55(3), 2013, 763-786, http://dx.doi.org/10.1016/j.ijar.2013.10.012 |
| URI: | http://hdl.handle.net/10119/12350 |
| 資料タイプ: | author |
| 出現コレクション: | a10-1. 雑誌掲載論文 (Journal Articles)
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