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1
Intro
2
Artificial Intelligence
3
Intelligent Test Generation for Binary Code
4
Intelligent Test Generation for .NET Code
5
Intelligent Test Generation for Mobile App Code
6
Intelligent Software Testing: Continuous Learning
7
Software Analytics
8
Data Sources in Software/Services
9
Research Topics & Technology Pillars
10
Open Source Microservice Benchmark System
11
Intelligent IDE: Natural Language Interfacing
12
Open Topics in Intelligent Software Engineering (ISE)
13
Adversarial Machine Learning/Testing
14
Example Defenses Against Adversarial Examples
15
MulDef: Multi-Model-based Defense Framework
16
Neural Machine Translation
17
Deployment of Translation Quality Assurance
Description:
Explore a thought-provoking conference talk by Dr. Ivar Jacobson, a pioneer in software engineering, as he reflects on the 50-year history of the discipline and proposes a new approach to address current challenges. Delve into the evolution of software development methods, the importance of hiring brilliant minds, and the need for a universal common ground in software engineering education. Learn about Essence, a revolutionary framework aimed at increasing competency across the industry and streamlining the chaotic landscape of competing methodologies. Gain insights from Jacobson's extensive experience, including his contributions to component architecture, use cases, and the Unified Modeling Language. Discover how this new way of thinking could dramatically improve software development education and boost productivity for both established tech giants and traditional industries alike.

50 Years of Software Engineering - So Now What?

Association for Computing Machinery (ACM)
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