How Artificial Intelligence Can Improve Web Development and Testing (Invited Paper)

被引：0
作者：
Stocco, Andrea [1 ]
机构：
[1] Univ Svizzera Italiana, Lugano, Switzerland
来源：
PROGRAMMING 2019: PROCEEDINGS OF THE CONFERENCE COMPANION OF THE 3RD INTERNATIONAL CONFERENCE ON ART, SCIENCE, AND ENGINEERING OF PROGRAMMING | 2019年
关键词：
artificial intelligence; web development; web testing;
D O I：
10.1145/3328433.3328447
中图分类号：
TP31 [计算机软件];
学科分类号：
081202 ; 0835 ;
摘要：
The Artificial Intelligence (AI) revolution in software development is just around the corner. With the rise of AI, developers are expected to play a different role from the traditional role of programmers, as they will need to adapt their know-how and skillsets to complement and apply AI-based tools and techniques into their traditional web development workflow. In this extended abstract, some of the current trends on how AI is being leveraged to enhance web development and testing are discussed, along with some of the main opportunities and challenges for researchers.
引用
收藏
页数：4
相关论文
共 27 条
[1]   Generating Reusable Web Components from Mockups [J].
Bajammal, Mohammad ;
Mazinanian, Davood ;
Mesbah, Ali .
PROCEEDINGS OF THE 2018 33RD IEEE/ACM INTERNATIONAL CONFERENCE ON AUTOMTED SOFTWARE ENGINEERING (ASE' 18), 2018, :601-611
[2]   Web Canvas Testing through Visual Inference [J].
Bajammal, Mohammad ;
Mesbah, Ali .
2018 IEEE 11TH INTERNATIONAL CONFERENCE ON SOFTWARE TESTING, VERIFICATION AND VALIDATION (ICST), 2018, :193-203
[3]  
Beltramelli Tony, 2017, arXiv
[4]  
Chang TH, 2010, CHI2010: PROCEEDINGS OF THE 28TH ANNUAL CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYSTEMS, VOLS 1-4, P1535
[5]  
Chollet F., 2015, keras
[6]  
Choudhary SR, 2013, PROCEEDINGS OF THE 35TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING (ICSE 2013), P702, DOI 10.1109/ICSE.2013.6606616
[7]  
Choudhary Shauvik Roy, 2010, P 2010 IEEE INT C SO, P1
[8]   DeepFault: Fault Localization for Deep Neural Networks [J].
Eniser, Hasan Ferit ;
Gerasimou, Simos ;
Sen, Alper .
FUNDAMENTAL APPROACHES TO SOFTWARE ENGINEERING (FASE 2019), 2019, 11424 :171-191
[9]   Multi-objective Test Report Prioritization using Image Understanding [J].
Feng, Yang ;
Jones, James A. ;
Chen, Zhenyu ;
Fang, Chunrong .
2016 31ST IEEE/ACM INTERNATIONAL CONFERENCE ON AUTOMATED SOFTWARE ENGINEERING (ASE), 2016, :202-213
[10]  
Goodfellow I, 2016, ADAPT COMPUT MACH LE, P1
123