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Enhancing memory recall via an intelligent social contact management system

  • Northwestern Polytechnical University
  • CNRS SAMOVAR UMR 5157

Résultats de recherche: Contribution à un journalArticleRevue par des pairs

Résumé

Human memory often fails. People are frequently beset with questions like "Who is that person? I think I met him in Tokyo last year." Existing memory aid tools cannot well support the recall of names effectively. This paper explores the memory recall enhancement issue from the perspective of memory cue extraction and associative search, and proposes a generic methodology to extract memory cues from heterogeneous, multimodal, physical/virtual data sources. Specifically, we use the contact name recall in the academic community as the target application to showcase our proposed methodology. We further develop an intelligent social contact manager that supports 1) autocollection of rich contact data from a combination of pervasive sensors and Web data sources, and 2) associative search of contacts when humanmemory fails. The system is validated by testing the performance of contact data collection techniques. An empirical user study on contact memory recall is also conducted, through which several findings about contact memorizing and recall are presented. Classic cognitive psychology theories are used to interpret these findings.

langue originaleAnglais
Numéro d'article6692881
Pages (de - à)78-91
Nombre de pages14
journalIEEE Transactions on Human-Machine Systems
Volume44
Numéro de publication1
Les DOIs
étatPublié - 1 févr. 2014
Modification externeOui

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