Difficulty of words and their ambiguity estimated from the result of word sense disambiguation

研究成果: 著書/レポートタイプへの貢献会議での発言

抄録

When learning a new word in language learning, there are two problems. One is how difficult the word itself is. The second is, in what kind of situation, it will be used. There is a research that defined quantitative ambiguity of words based on the structure of WordNet, then investigated the relationship between the ambiguity and the difficulty level of words. In this paper, we re-define ambiguity of word occurrences in text by using the result of word sense disambiguation technique. We analyze the relationship between the ambiguity of words and their difficulty level. We compare the result with those in the previous research. Utilizing knowledge and training data affect the relationship between the difficulty and ambiguity of words.

元の言語英語
ホスト出版物のタイトルProceedings - 11th 2016 International Conference on Knowledge, Information and Creativity Support Systems, KICSS 2016
出版者Institute of Electrical and Electronics Engineers Inc.
ISBN(電子版)9781509051304
DOI
出版物ステータス出版済み - 6 16 2017
イベント11th International Conference on Knowledge, Information and Creativity Support Systems, KICSS 2016 - Yogyakarta, インドネシア
継続期間: 11 10 201611 11 2016

出版物シリーズ

名前Proceedings - 11th 2016 International Conference on Knowledge, Information and Creativity Support Systems, KICSS 2016

その他

その他11th International Conference on Knowledge, Information and Creativity Support Systems, KICSS 2016
インドネシア
Yogyakarta
期間11/10/1611/11/16

Fingerprint

Word sense disambiguation
WordNet
Language

All Science Journal Classification (ASJC) codes

  • Information Systems
  • Information Systems and Management

これを引用

Suzuki, T., Miyata, K., & Hirokawa, S. (2017). Difficulty of words and their ambiguity estimated from the result of word sense disambiguation. : Proceedings - 11th 2016 International Conference on Knowledge, Information and Creativity Support Systems, KICSS 2016 [7951414] (Proceedings - 11th 2016 International Conference on Knowledge, Information and Creativity Support Systems, KICSS 2016). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/KICSS.2016.7951414

Difficulty of words and their ambiguity estimated from the result of word sense disambiguation. / Suzuki, Takahiko; Miyata, Koki; Hirokawa, Sachio.

Proceedings - 11th 2016 International Conference on Knowledge, Information and Creativity Support Systems, KICSS 2016. Institute of Electrical and Electronics Engineers Inc., 2017. 7951414 (Proceedings - 11th 2016 International Conference on Knowledge, Information and Creativity Support Systems, KICSS 2016).

研究成果: 著書/レポートタイプへの貢献会議での発言

Suzuki, T, Miyata, K & Hirokawa, S 2017, Difficulty of words and their ambiguity estimated from the result of word sense disambiguation. : Proceedings - 11th 2016 International Conference on Knowledge, Information and Creativity Support Systems, KICSS 2016., 7951414, Proceedings - 11th 2016 International Conference on Knowledge, Information and Creativity Support Systems, KICSS 2016, Institute of Electrical and Electronics Engineers Inc., 11th International Conference on Knowledge, Information and Creativity Support Systems, KICSS 2016, Yogyakarta, インドネシア, 11/10/16. https://doi.org/10.1109/KICSS.2016.7951414
Suzuki T, Miyata K, Hirokawa S. Difficulty of words and their ambiguity estimated from the result of word sense disambiguation. : Proceedings - 11th 2016 International Conference on Knowledge, Information and Creativity Support Systems, KICSS 2016. Institute of Electrical and Electronics Engineers Inc. 2017. 7951414. (Proceedings - 11th 2016 International Conference on Knowledge, Information and Creativity Support Systems, KICSS 2016). https://doi.org/10.1109/KICSS.2016.7951414
Suzuki, Takahiko ; Miyata, Koki ; Hirokawa, Sachio. / Difficulty of words and their ambiguity estimated from the result of word sense disambiguation. Proceedings - 11th 2016 International Conference on Knowledge, Information and Creativity Support Systems, KICSS 2016. Institute of Electrical and Electronics Engineers Inc., 2017. (Proceedings - 11th 2016 International Conference on Knowledge, Information and Creativity Support Systems, KICSS 2016).
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