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| Paper Abstract and Keywords | ||
| Presentation | 2022-11-26 15:40 Sample Program Recommendation System to Support Programming Education Yoshihisa Udagawa (Tokyo Univ. of Information Sciences)  SWIM2022-24 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | One effective way to learn programming techniques is to reuse sample programs. As the number of sample programs increases, however, it becomes difficult to deal with sample programs by checking them visually. To over-come this shortcoming, research and development of a program recommendation system have been actively conducted. The recommendation system proposed in this study is characterized by clustering sample programs based on the set of invoked APIs and computing recommendations based on tf-idf for each clustering. Experimental results show the effec-tiveness of the proposed approach. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Recommendation System for Software Engineering / Mining Software Repositories / Lexical analysis / Maximum Frequent Set / Tf-idf / Unsupervised Machine Learning / Programming education / | |
| Reference Info. | IEICE Tech. Rep., vol. 122, no. 282, SWIM2022-24, pp. 20-26, Nov. 2022. | |
| Paper # | SWIM2022-24 | |
| Date of Issue | 2022-11-19 (SWIM) | |
| ISSN | Online edition: ISSN 2432-6380 | |
| Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) | |
| Download PDF | SWIM2022-24 |
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| Conference Information | |
| Committee | SWIM |
| Conference Date | 2022-11-26 - 2022-11-26 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kikai-Shinko-Kaikan Bldg. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Management and IT, etc (Workshop) |
| Paper Information | |
| Registration To | SWIM |
| Conference Code | 2022-11-SWIM |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Sample Program Recommendation System to Support Programming Education |
| Sub Title (in English) | |
| Keyword(1) | Recommendation System for Software Engineering |
| Keyword(2) | Mining Software Repositories |
| Keyword(3) | Lexical analysis |
| Keyword(4) | Maximum Frequent Set |
| Keyword(5) | Tf-idf |
| Keyword(6) | Unsupervised Machine Learning |
| Keyword(7) | Programming education |
| Keyword(8) | |
| 1st Author's Name | Yoshihisa Udagawa |
| 1st Author's Affiliation | Tokyo University of Information Sciences (Tokyo Univ. of Information Sciences) |
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| Speaker | Author-1 |
| Date Time | 2022-11-26 15:40:00 |
| Presentation Time | 25 minutes |
| Registration for | SWIM |
| Paper # | SWIM2022-24 |
| Volume (vol) | vol.122 |
| Number (no) | no.282 |
| Page | pp.20-26 |
| #Pages | 7 |
| Date of Issue | 2022-11-19 (SWIM) |
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