2015 IEEE/ACM 4th International Workshop on Realizing Artificial Intelligence Synergies in Software Engineering最新文献

Mining Enterprise Models for Knowledgeable Decision Making 面向知识决策的矿业企业模型

2015 IEEE/ACM 4th International Workshop on Realizing Artificial Intelligence Synergies in Software Engineering Pub Date : 2015-05-16 DOI: 10.1109/RAISE.2015.8

Suman Roychoudhury, V. Kulkarni, Nikhil Bellarykar

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引用次数: 4

Towards Interpretable Defect-Prone Component Analysis Using Genetic Fuzzy Systems 基于遗传模糊系统的可解释缺陷部件分析

2015 IEEE/ACM 4th International Workshop on Realizing Artificial Intelligence Synergies in Software Engineering Pub Date : 2015-05-16 DOI: 10.1109/RAISE.2015.13

Themistoklis G. Diamantopoulos, A. Symeonidis

引用次数: 5

Text Understanding for Programming in Natural Language: Control Structures 自然语言编程的文本理解:控制结构

2015 IEEE/ACM 4th International Workshop on Realizing Artificial Intelligence Synergies in Software Engineering Pub Date : 2015-05-16 DOI: 10.1109/RAISE.2015.9

Mathias Landhaeusser, Ronny Hug

{"title":"Text Understanding for Programming in Natural Language: Control Structures","authors":"Mathias Landhaeusser, Ronny Hug","doi":"10.1109/RAISE.2015.9","DOIUrl":"https://doi.org/10.1109/RAISE.2015.9","url":null,"abstract":"We investigate how natural languages such as English can be used as programming languages. Often, in natural language (as well as in programming) different actions happen at the same time or are repeated. In natural language we just say what is going to happen -- in programming we use control structures. Story lines without equivalent language/phrase structures are unnatural and programs without control structures are hard to read. An empirical study showed how users express control structures in natural language. We propose a new and automatic text analysis. It leverages Stanford's typed dependencies to detect sentence structures that imply strictly sequential control flows, repetition, and parallelism. The technique is analyzed in the context of Alice, a 3D programming environment, and Alice NLP, a system for programming Alice in ordinary English. We evaluate our approach with 52 texts with 795 control-flow-affected elements in total and show that 82% of these elements can be detected successfully. We performed a second evaluation with manually corrected input and find that our approach successfully detects the control structures 97% of the time in the absence of parser errors.","PeriodicalId":402487,"journal":{"name":"2015 IEEE/ACM 4th International Workshop on Realizing Artificial Intelligence Synergies in Software Engineering","volume":"56 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-05-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114670105","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 11

Clustering Source Code Elements by Semantic Similarity Using Wikipedia 使用维基百科的语义相似度聚类源代码元素

2015 IEEE/ACM 4th International Workshop on Realizing Artificial Intelligence Synergies in Software Engineering Pub Date : 2015-05-16 DOI: 10.1109/RAISE.2015.10

Mirco Schindler, Oliver Fox, A. Rausch

引用次数: 12

Recommending Features and Feature Relationships from Requirements Documents for Software Product Lines 从软件产品线的需求文档中推荐特性和特性关系

2015 IEEE/ACM 4th International Workshop on Realizing Artificial Intelligence Synergies in Software Engineering Pub Date : 2015-05-16 DOI: 10.1109/RAISE.2015.12

Mostafa Hamza, R. Walker

引用次数: 26

Black-Box Test Generation from Inferred Models 从推断模型生成黑盒测试

2015 IEEE/ACM 4th International Workshop on Realizing Artificial Intelligence Synergies in Software Engineering Pub Date : 2015-05-16 DOI: 10.1109/RAISE.2015.11

Petros Papadopoulos, Neil Walkinshaw

引用次数: 24