Cognifying Model-Driven Software Engineering

被引：30

作者：

Cabot, Jordi ^{[1
,2
]}

Clariso, Robert ^{[2
]}

Brambilla, Marco ^{[3
]}

Gerard, Sebastien ^{[4
]}

机构：

[1] ICREA, Barcelona, Spain

[2] Univ Oberta Catalunya, Barcelona, Spain

[3] Politecn Milan, Milan, Italy

[4] CEA List, Palaiseau, France

来源：

SOFTWARE TECHNOLOGIES: APPLICATIONS AND FOUNDATIONS, STAF 2017 | 2018年 / 10748卷

关键词：

Model; Machine learning; Bot; Model-driven; AI; MACHINE; SELECTION;

D O I：

10.1007/978-3-319-74730-9_13

中图分类号：

TP31 [计算机软件];

学科分类号：

081202 ; 0835 ;

摘要：

The limited adoption of Model-Driven Software Engineering (MDSE) is due to a variety of social and technical factors, which can be summarized in one: its (real or perceived) benefits do not outweigh its costs. In this vision paper we argue that the cognification of MDSE has the potential to reverse this situation. Cognification is the application of knowledge (inferred from large volumes of information, artificial intelligence or collective intelligence) to boost the performance and impact of a process. We discuss the opportunities and challenges of cognifying MDSE tasks and we describe some potential scenarios where cognification can bring quantifiable and perceivable advantages. And conversely, we also discuss how MDSE techniques themselves can help in the improvement of AI, Machine learning, bot generation and other cognification techniques.

引用

页码：154 / 160

页数：7

共 31 条

[1]

ambilla M., 2017, P 2017 ACM SIGPLAN I

[2]

[Anonymous], 2016, The inevitable: Understanding the 12 technological forces that will shape our future

[3] Integrating Modeling Languages and Web Logs for Enhanced User Behavior Analytics [J].

Bernaschina, Carlo ;

Brambilla, Marco ;

Koka, Thanas ;

Mauri, Andrea ;

Umuhoza, Eric .

WWW'17 COMPANION: PROCEEDINGS OF THE 26TH INTERNATIONAL CONFERENCE ON WORLD WIDE WEB, 2017, :171-175

[4] A Big Data Analysis Framework for Model-Based Web User Behavior Analytics [J].

Bernaschina, Carlo ;

Brambilla, Marco ;

Mauri, Andrea ;

Umuhoza, Eric .

WEB ENGINEERING (ICWE 2017), 2017, 10360 :98-114

[5]

Brambilla Marco, 2008, 2008 8th International Conference on Web Engineering (ICWE), P247, DOI 10.1109/ICWE.2008.44

[6]

Brambilla M., 2014, Interaction Flow Modeling Language: Model-Driven UI Engineering of Web and Mobile Apps with IFML

[7]

Brambilla M., 2008, J DATA SEMANTICS, V11, P1

[8] Extracting Emerging Knowledge from Social Media [J].

Brambilla, Marco ;

Ceri, Stefano ;

Della Valle, Emanuele ;

Volonterio, Riccardo ;

Salazar, Felix Xavier Acero .

PROCEEDINGS OF THE 26TH INTERNATIONAL CONFERENCE ON WORLD WIDE WEB (WWW'17), 2017, :795-804

[9]

Brambilla M, 2009, LECT NOTES COMPUT SC, V5648, P477, DOI 10.1007/978-3-642-02818-2_42

[10] JSON']JSONDISCOVERER: Visualizing the schema lurking behind JSON']JSON documents [J].

Canovas Izquierdo, Javier Luis ;

Cabot, Jordi .

KNOWLEDGE-BASED SYSTEMS, 2016, 103 :52-55

← 1 2 3 4 →