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Toward Studying example-based Live programming in CS/SE Education 2

Toward Studying Example-Based Live Programming in CS/SE Educ...

引用

2nd ACM SIGPLAN International Workshop on programming Abstractions and Interactive Notations, Tools, and Environments (PAINT)

作者： Krebs, Eva Mattis, Toni Rein, Patrick Hirschfeld, Robert Hasso Plattner Inst Potsdam Germany

ISBN: (纸本)9798400703997

Source code is inherently abstract. While this is necessary to capture the generality of a program, it poses a barrier to understanding and learning to use the underlying concepts. In education, especially in abstract subjects like maths, the use of concrete examples is considered instrumental to the acquisition of knowledge and a frequently explored direction for teaching computational concepts. Besides concreteness, the importance of examples being close to their abstract descriptions as well as the immediacy of feedback has been highlighted. Babylonian programming (BP) is a type of example-based live programming that fulfills all three criteria by introducing concrete values, moving them as close as possible to the code, and updating them immediately in response to changes of either the example or the code. This makes BP a promising tool in education, yet no studies on the suitability of BP in a learning context have been conducted. Hence, we propose to (1.) investigate usability of state-of-the-art BP to minimize the friction of introducing BP in education, and (2.) measure the learning effectiveness and quality of experience of a BP environment in undergraduate software engineering education. For these studies, we will use the Smalltalk-based Babylonian/S as our environment. Besides clearer guidelines on the design of BP and example-based systems in general, we expect to shed light on the qualities that teacher-provided examples need to exhibit and the opportunities for learners to create their own examples during experimentation with unknown concepts.

关键词： live programming exploratory programming example-based programming babylonian programming examples squeak smalltalk education

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Probe Log: Visualizing the Control Flow of Babylonian programming 23

Probe Log: Visualizing the Control Flow of Babylonian Progra...

引用

7th International Conference on the Art, Science, and Engineering of programming (programming)

作者： Krebs, Eva Rein, Patrick Bergsiek, Joana Urban, Lina Hirschfeld, Robert Univ Potsdam Hasso Plattner Inst Potsdam Germany

ISBN: (纸本)9798400707551

Code itself is abstract, which makes it often difficult to understand - sometimes even by the programmers that wrote it. When working with or thinking about code, programmers thus often resort to concrete values and execution traces to make the abstract more tangible. Such approaches like exploration scripts in a workspace or unit tests of a test suite are already very helpful, but still lack a convenient conceptual and technical integration into core development tools, leaving such examples and the code they refer to too far apart. example-based programming like Babylonian programming aims at offering the benefits of concrete, live examples directly in program editors, interleaved with the code it supports, to shorten feedback loops and reduce the need for context switches coming with changing tools. However, Babylonian programming and its tools currently focus on a local perspective on code exploration, but do not yet extend to messages sent outside a particular unit of code and with that do not yet directly support feedback on more dynamic properties of a running program / system. We developed Probe Log, a Babylonian programming tool that extends the benefits of example-based programming to scenarios that span across multiple procedures. It provides a linear view on the dynamics of evolving examples beyond a local perspective.

关键词： live programming exploratory programming example-based programming babylonian programming examples squeak smalltalk

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Implementing Babylonian/G by Putting examples into Game Contexts 8

Implementing Babylonian/G by Putting Examples into Game Cont...

引用

8th International Conference on the Art, Science, and Engineering of programming (programming)

作者： Krebs, Eva Mattis, Toni Doerbandt, Marius Schulz, Oliver Rinard, Martin C. Hirschfeld, Robert Univ Potsdam Hasso Plattner Inst Potsdam Germany MIT CSAIL Cambridge MA USA

ISBN: (纸本)9798400706349

In game development, there are several ways to debug and inspect systems. These include very specialized and often visual tools, e.g. an on-demand collision box visualization. More general software engineering tools are often also available, e.g. "printf" debugging. However, default tools found in game engines are often either very specialized (like the collision box tool) or more general, but less domain-specific and spatially distant (like "printf" debugging). Thus, we wanted to create a new tool that is as universal and easy to use as "printf" debugging but supports domain-specific representations and has the possibility to be integrated closer to the actual code parts or game elements that are involved. There are pre-existing programming environments similar to our goal: Babylonian programming systems aim to enable developers to interact with concrete information directly in the code itself. In this paper, we introduce the resulting toolset: Babylonian/G, a Babylonianinspired plug-in for the Godot game engine. This includes a new way of thinking about Babylonian examples in a game context, in-application probes, and the possibility of adding user input to examples.

关键词： babylonian programming example-based programming video games game programming examples

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example Mining Assisting example Creation to Enhance Code Comprehension 22

Example Mining Assisting Example Creation to Enhance Code Co...

引用

6th International Conference on the Art, Science, and Engineering of programming (programming)

作者： Krebs, Eva Rein, Patrick Hirschfeld, Robert Univ Potsdam Hasso Plattner Inst Potsdam Germany

ISBN: (纸本)9781450396561

Programmers often use examples with concrete values to better understand code. Code by itself is abstract, which empowers it to be used for a variety of uses, but can be difficult to grasp by developers. Babylonian programming addresses this by allowing programmers to concretize their code by defining and visualizing examples directly in the code itself while editing. Currently, Babylonian programming implementations such as Babylonian/S require programmers to define examples manually. For examples containing small objects this is straightforward, however when creating large or complex objects it is not. Sometimes, workarounds such as copying existing code pieces or trying to recreate existing objects are used to reuse information already present in the system, but these workarounds can be error-prone and also time-consuming. In this paper, we propose example Mining to address this issue by providing techniques and integrated tools to mine examples from existing sources similar to concepts from run-time tracing and test case extraction. example mining introduces concepts to mine examples from tests, debugging sessions, and traces of actual usage of the system under development. All tools were implemented for Babylonian/S in Squeak/Smalltalk. We demonstrate the usefulness of the tools through walkthroughs. Our tools provide examples for many methods immediately and automatically. As a consequence, programmers have more immediate access to dynamic feedback on their abstract code, making code comprehension and debugging more effective.

关键词： live programming exploratory programming example-based programming babylonian programming examples squeak smalltalk

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examples out of Thin Air: AI-Generated Dynamic Context to Assist Program Comprehension by example 8

Examples out of Thin Air: AI-Generated Dynamic Context to As...

引用

8th International Conference on the Art, Science, and Engineering of programming (programming)

作者： Mattis, Toni Krebs, Eva Rinard, Martin C. Hirschfeld, Robert Univ Potsdam Hasso Plattner Inst Potsdam Germany MIT Cambridge MA USA

ISBN: (纸本)9798400706349

Programmers often benefit from the availability of concrete runtime data alongside abstract source code. However, programmers need to manually exercise the program to reach an interesting state or write code that reproducibly executes a functionality with concrete inputs to be able to observe concrete data. This work aims to automate this process by leveraging generative AI. We present a framework and a preliminary Smalltalk-based prototype allowing programmers to obtain and run examples for the currently viewed source code section from a large language model. Our approach demonstrates how locally hosted LLMs can be fine-tuned and used for such a task with reasonable computational effort while minimizing common problems like hallucinations and out-of-date knowledge. The framework has direct applications in example-based live programming, where it can suggest new examples, and in learning settings where novices need to know how to use certain functionality.

关键词： live programming example-based programming generative ai large language models smalltalk

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