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Staging static analyses for program generation 06

Staging static analyses for program generation

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5th international conference on generative programming and component engineering, GPCE'06. Co-located with the 21st international conference on Object-Oriented programming, Systems, Languages, and Applications, OOPSLA 2006

作者： Kamin, Sam Aktemur, Baris Katelman, Michael University of Illinois at Urbana-Champaign 201 N.Goodwin Urbana IL 61801 United States

ISBN: (纸本)1595932372

Program generators are most naturally specified using a quote/antiquote facility;the programmer writes programs with holes which are filled in, at program generation time, by other program fragments. If the programs are generated at compile-time, analysis and compilation follow generation, and no changes in the compiler are needed. However, if program generation is done at run time, compilation and analysis need to be optimized so that they will not overwhelm overall execution time. In this paper, we give a compositional framework for defining program analyses which leads directly to a method of staging these analyses. the staging allows the analysis of incomplete programs to be started at compile time;the residual work to be done at run time may be much less costly than the full analysis. We give frameworks for forward and backward analyses, present several examples of specific analyses, and give timing results showing significant speed-ups for the run-time portion of the analysis relative to the full analysis. Copyright © 2006 ACM.

关键词： Automatic programming

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Algorithms for User Interfaces 09

Algorithms for User Interfaces

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8th international conference on generative programming and component engineering

作者： Jarvi, Jaakko Marcus, Mat Parent, Sean Freeman, John Smith, Jacob Texas A&M Univ College Stn TX 77843 USA

ISBN: (纸本)9781605584942

User interfaces for modern applications must support a rich set of interactive features. It is commonplace to find applications with dependencies between values manipulated by user interface elements, conditionally enabled controls, and script record-ability and playback against different documents. A significant fraction of the application programming effort is devoted to implementing such functionality, and the resulting code is typically not reusable. this paper extends our "property models" approach to programming user interfaces. Property models allow a large part of the functionality of a user interface to be implemented in reusable libraries, reducing application specific code to a set of declarative rules. We describe how, as a by-product of computations that maintain the values of user interface elements, property models obtain accurate information of the currently active dependencies among those elements. this information enables further expanding the class of user interface functionality that we can encode as generic algorithms. In particular, we describe automating the decisions for the enablement of user interface widgets and activation of command widgets. Failing to disable or deactivate widgets correctly is a common source of user-interface defects, which our approach largely removes. We report on the increased reuse, reduced defect rates, and improved user interface design turnarounds in a commercial software development effort as a result of adopting our approach.

关键词： Algorithms Design Software reuse component software User interfaces Declarative specifications Constraint systems

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GPCE'10 - Proceedings of the 2010 conference on generative programming and component engineering

GPCE'10 - Proceedings of the 2010 Conference on Generative P...

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9th international conference on generative programming and component engineering, GPCE'10

ISBN: (纸本)9781450301541

the proceedings contain 20 papers. the topics discussed include: automatic variation-point identification in function-block-based models;efficient extraction and analysis of preprocessor-based variability;iterative type inference with attribute grammars;automatic and efficient simulation of operation contracts;implicit invocation meets safe, implicit concurrency;a component-based run-time evolution infrastructure for resource-constrained embedded systems;code clones in feature-oriented software product lines;composition of dynamic analysis aspects;applications of enhanced dynamic code evolution for Java in GUI development and dynamic aspect-oriented programming;domain-specific language integration with compile-time parser generator library;ABI compatibility through a customizable language;model-based kinematics generation for modular mechatronic toolkits;and incremental type-checking for type-reflective metaprograms.

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Source-level optimization of run-time program generators 05

Source-level optimization of run-time program generators

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4th international conference on generative programming and component engineering

作者： Kamin, S Aktemur, B Morton, P Univ Illinois Urbana IL 61801 USA

ISBN: (纸本)3540291385

We describe our efforts to use source-level rewriting to optimize run-time program generators written in Jumbo, a run-time program generation system for Java. Jumbo is a compiler written in compositional style, which brings the advantage that any program fragment can be abstracted out and compiled to an intermediate form. these forms can be put together at run-time to build complete programs. this principle provides a high level of flexibility in writing program generators. However, this comes at the price of inefficient run-time compilation. Using source-level transformations, we optimize the run-time generation of byte code from fragments, achieving speedups of 5-15%. We discuss the optimization process and give several examples.

关键词： Automatic programming

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Towards Domain-specific Flow-based Languages 6

Towards Domain-specific Flow-based Languages

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6th international conference on Model-Driven engineering and Software Development (MODELSWARD)

作者： Zarrin, Bahram Baumeister, Hubert Sarjoughian, Hessam Tech Univ Denmark DTU Compute DK-2800 Lyngby Denmark Arizona State Univ Sch Comp Informat & Decis Syst Engn Tempe AZ 85281 USA

ISBN: (纸本)9789897582837

Due to the significant growth of the demand for data-intensive computing, in addition to the emergence of new parallel and distributed computing technologies, scientists and domain experts are leveraging languages specialized for their problem domain, i.e., domain-specific languages, to help them describe their problems and solutions, instead of using general purpose programming languages. the goal of these languages is to improve the productivity and efficiency of the development and simulation of concurrent scientific models and systems. Moreover, they help to expose parallelism and to specify the concurrency within a component or across different independent components. In this paper, we introduce the concept of domain-specific flow-based languages which allows domain experts to use flow-based languages adapted to a particular problem domain. Flow-based programming is used to support concurrency, while the domain-specific part of these languages is used to define atomic processes and domain-specific validation rules for composite processes. We propose a modeling language that can be used to develop such domain-specific languages. Since this language allows one to define other languages, we often refer to it as a meta-modeling language.

关键词： Domain-specific Languages Flow-based programming Metamodeling Languages Parallel Computing

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A type-level approach to component prototyping

A type-level approach to component prototyping

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SYANCO'07: international Workshop on Synthesis and Analysis of component Connectors: 6th ESEC(European Software engineering conference)/FSE(Foundations of Software engineering) Joint Meeting

作者： Barbosa, Luís Cunha, Jácome Visser, Joost DI-CCTC Univ. do Minho Portugal Software Improvement Group Netherlands

Algebraic theories for modeling components and their interactions offer abstraction over the specifics of component states and interfaces. For example, such theories deal with forms of sequential composition of two components in a manner independent of the type of data stored in the states of the components, and independent of the number and types of methods offered by the interfaces of the combinators. General purpose programming languages do not offer this level of abstraction, which implies that a gap must be bridged when turning component models into implementations. In this paper, we present an approach to prototyping of component-based systems that employs so-called type-level programming (or compile-time computation) to bridge the gap between abstract component models and their type-safe implementation in a functional programming language. We demonstrate our approach using Barbosa's model of components as generalized Mealy machines. For this model, we develop a combinator library in Haskell, which uses type-level programming with two effects. Firstly, wiring between components is computed during compilation. Secondly, the well-formedness of the component compositions is guarded by Haskell's strong type system. Copyright 2007 ACM.

关键词： Software prototyping

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Serious games for effective learning 6

Serious games for effective learning

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6th international conference on Electrical engineering and Informatics, ICEEI 2017

作者： Supriana, Iping Agustin, Ririn Dwi Bakar, Marini Abu Zin, Nor Azan Mat School of Electrical Engineering and Informatics InstitutTeknologi Bandung Indonesia Informatics Department Universitas Pasundan Bandung Indonesia Faculty of Information Science and Technology UKM Bangi43000 Malaysia

ISBN: (纸本)9781538604755

this paper presented researches in serious games for learning. the old issue of using digital games simply because it is the latest technology which led to the 'chocolate-covered broccoli' phenomenon is addressed by designing an adaptive component of the game as a representation of learning materials and learning experience to provide challenge. Implementing game design motivational model is another approach to developing effective serious game. Game modding and visual approach on the other hand help students to learn difficult subjects such as programming. © 2017 IEEE.

关键词： Serious games

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An Abstraction for Reusable MDD components - Model-based Generation of Model-based Code Generators 08

An Abstraction for Reusable MDD Components - Model-based Gen...

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7th international conference on generative programming and component engineering

作者： Kulkarni, Vinay Reddy, Sreedhar Tata Consultancy Serv Pune Maharashtra India

ISBN: (纸本)9781605582672

We discuss our experience of using model-based techniques to generate model-based code generators. the central idea behind model-driven development (MDD) is to use suitable models to specify various concerns and transform these models to a variety of text artifacts. A business product needs to deliver a given business functionality on a wide variety of implementation platforms and architectures thus necessitating multiple sets of code generators. However, there is a considerable commonality across these code generators. In absence of a suitable abstraction for capturing this commonality, there is little or no reuse across these code generators. We present an abstraction for organizing model-based code generators as a hierarchical composition of reusable building blocks. A building block is a localized specification of a concern in terms of a concern-specific meta model, model to model transformation, and model to text transformation. Model-based code generation is a 3-step walk over the composition tree wherein the first step transforms individual concern-specific models into a unified model, the second step transforms the unified model into individual concern-specific text artifacts, and the third step composes these text artifacts.

关键词： Model-driven development Reuse generative programming Meta models

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A three-level component model in component based software development 12

A three-level component model in component based software de...

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11th ACM international conference on generative programming and component engineering, GPCE 2012

作者： Zhang, Huaxi Zhang, Lei Urtado, Christelle Vauttier, Sylvain Huchard, Marianne Dept. Math/Info Université Toulouse 2 Toulouse France Research Center of Automation Northeastern University Shenyang China LGI2P EMA Nîmes France Lirmm Cnrs Univ. Montpellier 2 Montpellier France

ISBN: (纸本)9781450311298

component-based development promotes a software development process that focuses on component reuse. How to describe a desired component before searching in the repository? How to find an existing component that fulfills the required functionalities? How to capture the system personalization based on its constitutive components' customization? To answer these questions, this paper claims that components should be described using three different forms at three development stages: architecture specification, configuration and assembly. However, no architecture description language proposes such a detailed description for components that supports such a three step component-based development. this paper proposes a three-level Adl, named Dedal, that enables the explicit and separate definitions of component roles, component classes, and component instances. Copyright 2012 ACM.

关键词： Software architecture

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Analyzing the Role of generative AI in Fostering Self-directed Learning through Structured Prompt engineering 20th

Analyzing the Role of Generative AI in Fostering Self-direct...

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20th international conference on Intelligent Tutoring Systems (ITS)

作者： Garg, Ashish Rajendran, Ramkumar Indian Inst Technol IDP Educ Technol Mumbai Maharashtra India

ISBN: (纸本)9783031630279;9783031630286

this study explores the use of generative AI, particularly large language models such as ChatGPT, in promoting self-directed learning among beginners in programming and data analysis, in the study structured prompts were employed as a key tool to enhance educational engagement and skill acquisition. To study the impact, engineering students participated in a controlled environment where they utilized these prompts in conjunction with generative AI to tackle programming-based data analysis tasks independently. We measured the impact of this method by comparing pre-test and post-test scores, which showed a significant improvement, indicating its effectiveness. Moreover, 45% of novice participants completed all assigned tasks. We also conducted semi-structured interviews and analyzed participant responses to understand the role of prompt engineering in self-directed learning. the analysis revealed that structured prompts and generative AI motivate students and empower them to learn independently.

关键词： Chatgpt Prompt engineering Self-directed learning Data analysis

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