Online social space identification. A computational tool for optimizing social recommendations

Italo Zoppis, Andrea Trentini, Sara Manzoni, Daniela Micucci, Giancarlo Mauri, Giada Pietrabissa, Gianluca Castelnuovo

Research output: Contribution to journalArticlepeer-review

Abstract

Conscious and functional use of online social spaces can support the elderly with mind cognitive impairment (MCI) in their daily routine, not only for systematic monitoring, but to achieve effective targeted engagement. In this sense, although social involvement can be obtained when elder's experiences, interests, and goals are shared and accepted by the community, an important subsistence for aging depends on the compelling information, users' co-operation, and resource reliability. Unfortunately, applications aimed at optimizing the information content and the reliability of online users are still missing. Within the SystEm of Nudge theory-based ICT applications for OldeR citizens (SENIOR) project, an advanced social platform will be created in which the elderly with MCI will be involved in "optimized" social communities, where suggestions for general well-being will be recognized as useful by users and shared by care providers. We report the results of our study addressing this issue from a theoretical perspective: we propose a computational problem and a heuristic solution where "expert users" can engage and support the elderly by suggesting available services and facilities for their conditions. The numerical experiments on synthetic data are of interest when considering large communities, which is the most natural situation for online social spaces.

Original languageEnglish
Article number3024
JournalApplied Sciences (Switzerland)
Volume10
Issue number9
DOIs
Publication statusPublished - May 1 2020

Keywords

  • Community identification
  • Graphs
  • Heuristic approximation
  • Social information optimization

ASJC Scopus subject areas

  • Materials Science(all)
  • Instrumentation
  • Engineering(all)
  • Process Chemistry and Technology
  • Computer Science Applications
  • Fluid Flow and Transfer Processes

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