Art

J-GLOBAL ID：202002269126646129   Reference number：20A0553756

Scope-aware Code Completion with Discriminative Modeling

識別モデリングによる範囲を意識したコード補完

Author (3)： Hu Sheng (Nagoya University) ,  Xiao Chuan (Nagoya University) ,  Ishikawa Yoshiharu (Nagoya University)
Material： Journal of Information Processing (Web)  (J Inf Proc (Web))
Volume： 27  Page： 469-478(J-STAGE)  Publication year： 2019 
JST Material Number： U0109A  ISSN： 1882-6652  Document type： Article
Article type： 原著論文  Country of issue： Japan (JPN)  Language： ENGLISH (EN)

Thesaurus term： *computer code ,  recognition ,  *system interface ,  Environment ,  keyboard ,  grading (ranking) ,  data ,  *regression model ,  support vector machine ,  *application programming interface
Semi thesaurus term： *API ,  keystroke ,  *コード補完 ,  ranking ,  *logistic regression model ,  training data ,  differentiation ,  integrated development environment

Author keywords (3)： code completion ,  discriminative model ,  top-k ranking

JST classification (1)： Other computer utilization technology  (JE14000C)

Reference (28)：

• [1] Allamanis, M., Barr, E.T., Bird, C. and Sutton, C.A.: Learning natural coding conventions, FSE-22, pp.281-293 (online), DOI: 10.1145/2635868.2635883 (2014).
• [2] Allamanis, M., Barr, E.T., Devanbu, P.T. and Sutton, C.A.: A Survey of Machine Learning for Big Code and Naturalness, ACM Comput. Surv., Vol.51, No.4, pp.81:1-81:37 (online), DOI: 10.1145/3212695 (2018).
• [3] Asaduzzaman, M., Roy, C.K., Schneider, K.A. and Hou, D.: CSCC: Simple, Efficient, Context Sensitive Code Completion, ICSME 2014, pp.71-80 (online), DOI: 10.1109/ICSME.2014.29 (2014).
• [4] Bhoopchand, A., Rocktäschel, T., Barr, E.T. and Riedel, S.: Learning Python Code Suggestion with a Sparse Pointer Network, <i>CoRR</i>, Vol.abs/1611.08307 (2016) (online), available from <http://arxiv.org/abs/1611.08307>.
• [5] Duan, H. and Hsu, B.P.: Online spelling correction for query completion, WWW 2011, pp.117-126 (online), DOI: 10.1145/1963405.1963425 (2011).

Terms in the title (4)： 識別 ,  モデリング ,  意識 ,  補完