Evolving mashup interfaces using a distributed machine learning and model transformation methodology

Antonio Jesus Fernandez-Garcia, Luis Iribarne, Antonio Corral, James Z. Wang

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Scopus citations

Abstract

Nowadays users access information services at any time and in any place. Providing an intelligent user interface which adapts dynamically to the users’ requirements is essential in information systems. Conventionally, systems are constructed at the design time according to an initial structure and requirements. The effect of the passage of time and changes in users, applications and environment is that the systems cannot always satisfy the user’s requirements. In this paper a methodology is proposed to allow mashup user interfaces to be intelligent and evolve over time by using computational techniques like machine learning over huge amounts of heterogeneous data, known as big data, and modeldriven engineering techniques as model transformations. The aim is to generate new ways of adapting the interface to the user’s needs, using information about user’s interaction and the environment.

Original languageEnglish (US)
Title of host publicationOn the Move to Meaningful Internet Systems
Subtitle of host publicationOTM 2015 Workshops - Confederated International Workshops: OTM Academy, OTM Industry Case Studies Program, EI2N, FBM, INBAST, ISDE, META4eS, and MSC 2015, Proceedings
EditorsPeter Bollen, Christophe Debruyne, Ioana Ciuciu, Anna Fensel, Fernando Ferri, Herve Panetto, Alexis Aubry, Christophe Debruyne, Ioana Ciuciu, Alok Mishra, Anna Fensel, Herve Panetto, Alexis Aubry, Peter Bollen, Rafael Valencia-Garcia, Rafael Valencia-Garcia, Alok Mishra, Fernando Ferri
PublisherSpringer Verlag
Pages401-410
Number of pages10
ISBN (Print)9783319261379, 9783319261379
DOIs
StatePublished - 2015
EventInternational Workshops on the Move to Meaningful Internet Systems, OTM 2015 - Rhodes, Greece
Duration: Oct 26 2015Oct 30 2015

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume9416
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

OtherInternational Workshops on the Move to Meaningful Internet Systems, OTM 2015
CountryGreece
CityRhodes
Period10/26/1510/30/15

All Science Journal Classification (ASJC) codes

  • Theoretical Computer Science
  • Computer Science(all)

Fingerprint Dive into the research topics of 'Evolving mashup interfaces using a distributed machine learning and model transformation methodology'. Together they form a unique fingerprint.

Cite this