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SemanPhone : combining semantic and phonetic word association in verbal learning context |
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| Author: | Jiyan, Lu1; Kostakos, Panos2; Oussalah, Mourad2; |
| Organizations: |
1School of Software and Microelectronics, NorthWestern Polytechnical University, Xi'an, China 2Center for Ubiquitous Computing, University of Oulu, Oulu, Finland |
| Format: | article |
| Version: | accepted version |
| Access: | open |
| Online Access: | PDF Full Text (PDF, 0.6 MB) |
| Persistent link: | http://urn.fi/urn:nbn:fi-fe2019042913473 |
| Language: | English |
| Published: |
IEEE Computer Society,
2018
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| Publish Date: | 2019-04-29 |
| Description: |
AbstractThis paper proposes an effective way to discover and memorize new English vocabulary based on both semantic and phonetic associations. The method we proposed aims to automatically find out the most associated words of a given target word. The measurement of semantic association was achieved by calculating cosine similarity of two-word vectors, and the measurement of phonetic association was achieved by calculating the longest common subsequence of phonetic symbol strings of two words. Finally, the method was implemented as a web application. see all
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| Series: |
International Conference on Advances in Social Network Analysis and Mining |
| ISSN: | 2473-991X |
| ISSN-E: | 2473-991X |
| ISSN-L: | 2473-991X |
| ISBN: | 978-1-5386-6051-5 |
| ISBN Print: | 978-1-5386-6052-2 |
| Pages: | 1047 - 1052 |
| DOI: | 10.1109/ASONAM.2018.8508827 |
| OADOI: | https://oadoi.org/10.1109/ASONAM.2018.8508827 |
| Host publication: |
2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) |
| Host publication editor: |
Brandes, Ulrik Reddy, Chandan Tagarelli, Andrea |
| Conference: |
IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining |
| Type of Publication: |
A4 Article in conference proceedings |
| Field of Science: |
113 Computer and information sciences 213 Electronic, automation and communications engineering, electronics |
| Subjects: | |
| Funding: |
This work is (partially) funded by the European Commission grant 770469-CUTLER and 645706-GRAGE. |
| EU Grant Number: |
(770469) CUTLER - Coastal Urban developmenT through the LEnses of Resiliency (645706) GRAGE - Grey and green in Europe: elderly living in urban areas |
| Copyright information: |
© 2018 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. |