Á¤º¸°úÇÐȸ³í¹®Áö (Journal of KIISE)
ÇѱÛÁ¦¸ñ(Korean Title) |
ºÐÇÒ Á¤º¹ ¹× ¿ä¾àÇؼ® ±â¹Ý JavaScript ÇÁ·Î±×·¥ ÇÕ¼º |
¿µ¹®Á¦¸ñ(English Title) |
Program Synthesis for JavaScript via Divide-and-Conquer and Abstraction Interpretation |
ÀúÀÚ(Author) |
Á¶Á¤¹Î
Á¶ÇÑ°á
ÀÌ¿ì¼®
Jungmin Jo
Hangyeol Cho
Woosuk Lee
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¿ø¹®¼ö·Ïó(Citation) |
VOL 48 NO. 06 PP. 0629 ~ 0638 (2021. 06) |
Çѱ۳»¿ë (Korean Abstract) |
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¿µ¹®³»¿ë (English Abstract) |
Program synthesis aims to automatically generate a program that satisfies the user intent expressed in the form of a high-level specification. Recent years have witnessed a surge in interest in applying this technology to a wide range of problems. Program synthesis can help improve software development productivity. In this paper, we present an algorithm for synthesizing Javascript programs from input-output examples. Our approach was based on a synergistic combination of the version space algebra-based approach, which can efficiently solve synthesis problems through divide-and-conquer, and abstract interpretation, which can be used to finitize infinite search spaces. We have implemented our approach and evaluated it in 140 problems of synthesizing string- and integer-manipulating programs. On average, the desirable programs were generated within nine seconds
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Å°¿öµå(Keyword) |
ÇÁ·Î±×·¥ ÇÕ¼º
JavaScript
ÀÔÃâ·Â ¿¹Á¦¸¦ ÅëÇÑ ÇÁ·Î±×·¡¹Ö
¿ä¾àÇؼ®
program synthesis
javascript
programming-by-examples
abstract interpretation
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