教育システム情報学会誌
Online ISSN : 2188-0980
Print ISSN : 1341-4135
ISSN-L : 1341-4135
原著論文
協調フィルタリングを用いたソフトウェア技術者向け開発技術推薦の試み
角田 雅照秋永 知宏引地 一将大杉 直樹柿元 健門田 暁人松本 健一
著者情報
ジャーナル フリー

2010 年 27 巻 4 号 p. 316-326

詳細
抄録

It is important for software engineers to improve their skills by self-learning existing software development techniques. However, it is not easy for engineers to find out which techniques should be learned because there are so many existing techniques and also new techniques are emerging continuously. To support software engineers’ self-learning, we propose a development technique recommendation method using collaborative filtering (CF). In our method, a user (engineer) gives ratings to development techniques based on his/her interest or benefit, then development techniques are recommended based on similarity measure of CF. The similarity is computed based on co-occurrence of terms of development techniques on web pages. We conducted an experiment to evaluate the recommendation accuracy of the proposed method. As a result, the average NDPM was 0.41 for recommending development techniques that are unfamiliar to software engineers.

著者関連情報
© 2010 教育システム情報学会
前の記事 次の記事
feedback
Top