A Big Data Analysis Framework for Model-Based Web User Behavior Analytics

Bernaschina, Carlo; Brambilla, Marco; Mauri, Andrea; Umuhoza, Eric

doi:10.1007/978-3-319-60131-1_6

Cited by 15 publications

(7 citation statements)

References 19 publications

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“…IFML was created by developers with more than ten years of experience with Webratio tool and WebML. The OMG adopted it as a standard in March 2013 [15]. IFML offers multiple advantages to the design of UIs for desktop, mobile, and web applications.…”

Section: B Ifmlmentioning

confidence: 99%

Graphical user Interfaces Generation from BPMN (Business Process Model and Notation) via IFML (Interaction Flow Modeling Language) up to PSM (Platform Specific Model) Level

Sajji¹,

Rhazali²,

Hadi³

2023

IJACSA

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The fundamental concept behind the MDA (Model Driven Architecture) approach is the development of many models, first the Computation Independent Model (CIM), then the Platform Independent Model (PIM), and lastly the Platform Specific Model (PSM) for the concrete implementation of the system. Web applications are just one example of customized software that is now being developed at an increasing rate. Interaction Flow Modeling Language (IFML) was developed to represent the front end of any program that necessitates a powerful interaction with a user through the use of an interface, regardless of the technical details of its implementation. There are various modeling tools for IFML; the Webratio tool is an illustration that facilitates the generation of the entire web application. This article discusses the model transformations in the MDA's approach, starting from the CIM level up to the PSM level through the PIM level. To begin, we created the Business Process Model and Notation (BPMN) and IFML metamodels in Eclipse tool, we created also the BPMN model, and we get the IFML model by applying the shift rules in Atlas Transformation Language (ATL). Finally, we generated the application using a standard tool that implements IFML Webratio tool. A CRUD (Create, Read, Update, and Delete) features for the after-sales service case study were provided to illustrate the conversion strategy from the CIM level via the PIM level to the PSM level.

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Section: B Ifmlmentioning

confidence: 99%

Graphical user Interfaces Generation from BPMN (Business Process Model and Notation) via IFML (Interaction Flow Modeling Language) up to PSM (Platform Specific Model) Level

Sajji¹,

Rhazali²,

Hadi³

2023

IJACSA

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“…IFML is compatible with the platform autonomous depiction of graphical user links for applications deployed in every technological and system platform (Bernaschina et al, 2017a). End users have observed that the behavior and structure of a front-end application is the aim of the depiction.…”

Section: Interaction Flow Modeling Language (Ifml)mentioning

confidence: 99%

“…IFML have built by developers with an extensive experience on using WebML and WebRatio for over 10 years' experience. It was adopted as a standard by the OMG in March 2013 (Bernaschina et al, 2017a). IFML brings several benefits to the UIs development process of the web, desktop and mobile applications.…”

Section: Introductionmentioning

confidence: 99%

“…Acerbis et al (2015a;Bernaschina et al, 2017b;Brambilla et al, 2014;Brambilla, 2015;Umuhoza et al, 2015) focused on mobile applications. Other research works have exploited IFML in different domains, such as interactive systems (Gotti and Mbarki, 2016a), big data (Bernaschina et al, 2017a), execution models (Gotti and Mbarki, 2016b) and user behavior analysis (Bernaschina et al, 2017a). Table 1 highlights the existing works based on IFML and the case tool.…”

Section: Introductionmentioning

confidence: 99%

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Comparative Analysis of Interaction Flow Modeling Language Tools

Laaz

Wakil

Mbarki

et al. 2018

Journal of Computer Science

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Modeling approaches based on standards are of paramount importance in the field of front-end design for web and mobile applications. Problems are often encountered during the selection of tools for designing applications for developers and researchers, particularly applications that are related to time and cost in the market and academia. The Interaction Flow Modeling Language (IFML) is a recently standardized modeling language designed for managing the content expression, user interaction and behavior control of front-end applications. IFML brings several benefits to the development process of web and mobile front-end applications. Thus, several tools have been developed for the exploitation of technical artifacts offered by current specifications. In this study, we discuss the tools proposed for modeling IFML to provide a comparative analysis while considering various criteria. The result can be used as a basis of tool selection for specific aspects.

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“…Genov definió la noción de proceso iterativo de usabilidad ("iterative usability process") como una manera de obtener feedback continuo (Genov, 2005 (Panach et al, 2015). En esta misma línea, existen otros trabajos que incorporan análisis del comportamiento de los usuarios al proceso Dirigido por Modelos, como la propuesta de Bernaschina et al (Bernaschina et al, 2017), en la cual se presenta un framework de análisis empleando la técnica de models at runtime, que permite visualizar métricas relacionadas a la interacción directamente sobre los modelos de la aplicación. Existen también varios trabajos que intentan combinar Diseño Centrado en el Usuario (User Centered Design o UCD) con metodologías ágiles, ya que ambos procesos son iterativos y centrados en el usuario (Silva da Silva et al, 2011;Jurca, Hellmann and Maurer, 2014).…”

Section: Tipos De Métodos De Evaluación De Usabilidadunclassified

Self-Refactoring: mejoras automáticas de usabilidad para aplicaciones web

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A Big Data Analysis Framework for Model-Based Web User Behavior Analytics

Cited by 15 publications

References 19 publications

Graphical user Interfaces Generation from BPMN (Business Process Model and Notation) via IFML (Interaction Flow Modeling Language) up to PSM (Platform Specific Model) Level

Graphical user Interfaces Generation from BPMN (Business Process Model and Notation) via IFML (Interaction Flow Modeling Language) up to PSM (Platform Specific Model) Level

Comparative Analysis of Interaction Flow Modeling Language Tools

Self-Refactoring: mejoras automáticas de usabilidad para aplicaciones web

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