Recommendation of software technologies based on collaborative filtering

Tomohiro Akinaga, Naoki Ohsugi, Masateru Tsunoda, Takeshi Kakimoto, Akito Monden, Ken Ichi Matsumoto

研究成果

8 被引用数 (Scopus)

抄録

Software engineers have to select some appropriate development technologies to use in the work; however, engineers sometimes cannot find the appropriate technologies because there are vast amount of options today. To solve this problem, we propose a software technology recommendation method based on Collaborative Filtering (CF). In the proposed method, at first, questionnaires are collected from concerned engineers about their technical interest. Next, similarities between an active engineer who gets recommendation and the other engineers are calculated according to the technical interests. Then, some similar engineers are selected for the active engineer. At last, some technologies are recommended which attract the similar engineers. An experimental evaluation showed that the proposed method can make accurate recommendations than that of a naïve (non-CF) method.

本文言語English
ホスト出版物のタイトルProceedings - 12th Asia-Pacific Software Engineering Conference, APSEC'05
ページ209-214
ページ数6
DOI
出版ステータスPublished - 2005
外部発表はい
イベント12th Asia-Pacific Software Engineering Conference, APSEC'05 - Taipei
継続期間: 12月 15 200512月 17 2005

出版物シリーズ

名前Proceedings - Asia-Pacific Software Engineering Conference, APSEC
2005
ISSN(印刷版)1530-1362

Other

Other12th Asia-Pacific Software Engineering Conference, APSEC'05
国/地域Taiwan, Province of China
CityTaipei
Period12/15/0512/17/05

ASJC Scopus subject areas

  • 工学一般

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