Connecting domain-specific features to source code: towards the automatization of dashboard generation

被引:0
|
作者
Andrea Vázquez-Ingelmo
Francisco José García-Peñalvo
Roberto Therón
Daniel Amo Filvà
David Fonseca Escudero
机构
[1] University of Salamanca,GRIAL Research Group, Computer Science Department, Research Institute for Educational Sciences
[2] University of Salamanca,VisUSAL Research Group, Computer Science Department
[3] Universitat Ramón Llull,Departament d’informàtica, La Salle
[4] Universitat Ramón Llull,Departament d’arquitectura, La Salle
来源
Cluster Computing | 2020年 / 23卷
关键词
SPL; Domain engineering; Meta-model; Information dashboards; Feature model; Artificial intelligence; Automatic configuration;
D O I
暂无
中图分类号
学科分类号
摘要
Dashboards are useful tools for generating knowledge and support decision-making processes, but the extended use of technologies and the increasingly available data asks for user-friendly tools that allow any user profile to exploit their data. Building tailored dashboards for any potential user profile would involve several resources and long development times, taking into account that dashboards can be framed in very different contexts that should be studied during the design processes to provide practical tools. This situation leads to the necessity of searching for methodologies that could accelerate these processes. The software product line paradigm is one recurrent method that can decrease the time-to-market of products by reusing generic core assets that can be tuned or configured to meet specific requirements. However, although this paradigm can solve issues regarding development times, the configuration of the dashboard is still a complex challenge; users’ goals, datasets, and context must be thoroughly studied to obtain a dashboard that fulfills the users’ necessities and that fosters insight delivery. This paper outlines the benefits and a potential approach to automatically configuring information dashboards by leveraging domain commonalities and code templates. The main goal is to test the functionality of a workflow that can connect external algorithms, such as artificial intelligence algorithms, to infer dashboard features and feed a generator based on the software product line paradigm.
引用
收藏
页码:1803 / 1816
页数:13
相关论文
共 50 条
  • [41] Towards a Domain-Specific Language to Deploy Applications in the Clouds
    Brandtzaeg, Eirik
    Mohagheghi, Parastoo
    Mosser, Sebastien
    THIRD INTERNATIONAL CONFERENCE ON CLOUD COMPUTING, GRIDS, AND VIRTUALIZATION (CLOUD COMPUTING 2012), 2012, : 213 - 218
  • [42] Towards Domain-specific Flow-based Languages
    Zarrin, Bahram
    Baumeister, Hubert
    Sarjoughian, Hessam
    PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON MODEL-DRIVEN ENGINEERING AND SOFTWARE DEVELOPMENT, 2018, : 319 - 325
  • [43] Towards Domain-specific Computing for Stencil Codes in HPC
    Membarth, Richard
    Hannig, Frank
    Teich, Juergen
    Koestler, Harald
    2012 SC COMPANION: HIGH PERFORMANCE COMPUTING, NETWORKING, STORAGE AND ANALYSIS (SCC), 2012, : 1133 - 1138
  • [44] Towards a Domain-Specific Language for Reversible Assembly Sequences
    Schultz, Ulrik Pagh
    Laursen, Johan Sund
    Ellekilde, Lars-Peter
    Axelsen, Holger Bock
    REVERSIBLE COMPUTATION, RC 2015, 2015, 9138 : 111 - 126
  • [45] Towards the Systematic Construction of Domain-Specific Transformation Languages
    Sanchez Cuadrado, Jesus
    Guerra, Esther
    de Lara, Juan
    MODELLING FOUNDATIONS AND APPLICATIONS, ECMFA 2014, 2014, 8569 : 196 - 212
  • [46] Automated Generation and Configuration of Domain-Specific Recommender Systems
    Pereira, Rickson Simioni
    ACM/IEEE 27TH INTERNATIONAL CONFERENCE ON MODEL DRIVEN ENGINEERING LANGUAGES AND SYSTEMS: COMPANION PROCEEDINGS, MODELS 2024, 2024, : 168 - 173
  • [47] Domain-specific acceleration and auto-parallelization of legacy scientific code in FORTRAN 77 using source-to-source compilation
    Vanderbauwhede, Wim
    Davidson, Gavin
    COMPUTERS & FLUIDS, 2018, 173 : 1 - 5
  • [48] Domain-specific interface generation from dataflow specifications
    Eisenring, M
    Teich, J
    HARDWARE/SOFTWARE CODESIGN - SIXTH INTERNATIONAL WORKSHOP PROCEEDINGS, 1998, : 43 - 47
  • [49] Domain-specific language for automatic generation of UML models
    Miranda, Marcio Assis
    Ribeiro, Marcos Guilherme
    Marques-Neto, Humberto Torres
    Junho Song, Mark Alan
    IET SOFTWARE, 2018, 12 (02) : 129 - 135
  • [50] FinExpert: Domain-Specific Test Generation for FinTech Systems
    Jin, Tiancheng
    Wang, Qingshun
    Xu, Lihua
    Pan, Chunmei
    Dou, Liang
    Qian, Haifeng
    He, Liang
    Xie, Tao
    ESEC/FSE'2019: PROCEEDINGS OF THE 2019 27TH ACM JOINT MEETING ON EUROPEAN SOFTWARE ENGINEERING CONFERENCE AND SYMPOSIUM ON THE FOUNDATIONS OF SOFTWARE ENGINEERING, 2019, : 853 - 862