Lexical database for multiple languages: Multilingual Word Semantic Network
Data mining and knowledge engineering have become a tough task due to the availability of large amount of data in the web nowadays. Validity and reliability of data also become a main debate in knowledge acquisition. Besides, acquiring knowledge from different languages has become another concern. T...
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| Format: | Article |
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World Academy of Science, Engineering and Technology
2011
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| _version_ | 1796961744399106048 |
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| author | Yong, K.K. Mahmud, Rohana Woo, Chaw Seng |
| author_facet | Yong, K.K. Mahmud, Rohana Woo, Chaw Seng |
| author_sort | Yong, K.K. |
| collection | UM |
| description | Data mining and knowledge engineering have become a tough task due to the availability of large amount of data in the web nowadays. Validity and reliability of data also become a main debate in knowledge acquisition. Besides, acquiring knowledge from different languages has become another concern. There are many language translators and corpora developed but the function of these translators and corpora are usually limited to certain languages and domains. Furthermore, search results from engines with traditional 'keyword' approach are no longer satisfying. More intelligent knowledge engineering agents are needed. To address to these problems, a system known as Multilingual Word Semantic Network is proposed. This system adapted semantic network to organize words according to concepts and relations. The system also uses open source as the development philosophy to enable the native language speakers and experts to contribute their knowledge to the system. The contributed words are then defined and linked using lexical and semantic relations. Thus, related words and derivatives can be identified and linked. From the outcome of the system implementation, it contributes to the development of semantic web and knowledge engineering. |
| first_indexed | 2024-03-06T05:58:41Z |
| format | Article |
| id | um.eprints-23039 |
| institution | Universiti Malaya |
| last_indexed | 2024-03-06T05:58:41Z |
| publishDate | 2011 |
| publisher | World Academy of Science, Engineering and Technology |
| record_format | dspace |
| spelling | um.eprints-230392019-11-18T02:04:39Z http://eprints.um.edu.my/23039/ Lexical database for multiple languages: Multilingual Word Semantic Network Yong, K.K. Mahmud, Rohana Woo, Chaw Seng QA75 Electronic computers. Computer science Data mining and knowledge engineering have become a tough task due to the availability of large amount of data in the web nowadays. Validity and reliability of data also become a main debate in knowledge acquisition. Besides, acquiring knowledge from different languages has become another concern. There are many language translators and corpora developed but the function of these translators and corpora are usually limited to certain languages and domains. Furthermore, search results from engines with traditional 'keyword' approach are no longer satisfying. More intelligent knowledge engineering agents are needed. To address to these problems, a system known as Multilingual Word Semantic Network is proposed. This system adapted semantic network to organize words according to concepts and relations. The system also uses open source as the development philosophy to enable the native language speakers and experts to contribute their knowledge to the system. The contributed words are then defined and linked using lexical and semantic relations. Thus, related words and derivatives can be identified and linked. From the outcome of the system implementation, it contributes to the development of semantic web and knowledge engineering. World Academy of Science, Engineering and Technology 2011 Article PeerReviewed Yong, K.K. and Mahmud, Rohana and Woo, Chaw Seng (2011) Lexical database for multiple languages: Multilingual Word Semantic Network. International Journal of Computer and Information Engineering, 5 (8). pp. 819-824. ISSN 2010-3921, https://publications.waset.org/1227/pdf |
| spellingShingle | QA75 Electronic computers. Computer science Yong, K.K. Mahmud, Rohana Woo, Chaw Seng Lexical database for multiple languages: Multilingual Word Semantic Network |
| title | Lexical database for multiple languages: Multilingual Word Semantic Network |
| title_full | Lexical database for multiple languages: Multilingual Word Semantic Network |
| title_fullStr | Lexical database for multiple languages: Multilingual Word Semantic Network |
| title_full_unstemmed | Lexical database for multiple languages: Multilingual Word Semantic Network |
| title_short | Lexical database for multiple languages: Multilingual Word Semantic Network |
| title_sort | lexical database for multiple languages multilingual word semantic network |
| topic | QA75 Electronic computers. Computer science |
| work_keys_str_mv | AT yongkk lexicaldatabaseformultiplelanguagesmultilingualwordsemanticnetwork AT mahmudrohana lexicaldatabaseformultiplelanguagesmultilingualwordsemanticnetwork AT woochawseng lexicaldatabaseformultiplelanguagesmultilingualwordsemanticnetwork |