Cognitive neuroscience and web intelligence

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

Abstract

Cognitive neuroscience is an interdisciplinary research field to study human information processing mechanism from both macro and micro views. Web intelligence is a new direction for scientific research and development of emerging web-based artificial intelligence technology. As two related important research fields, cognitive neuroscience and web intelligence mutually support each other strongly. The discovery of cognitive neuroscience can propose a new human intelligence model and to support web intelligence developments. Furthermore, web intelligence technology is useful to discover more advanced human cognitive models. In order to develop the web intelligence systems which match human ability, it is necessary to investigate human cognitive mechanism systematically. The key issues are how to design the psychological, functional Magnetic Resonance Imaging (fMRI) and Electroencephalograph (EEG) experiments for obtaining various data from human cognitive mechanism, as well as how to analyze such data from multiple aspects for discovering new models of human cognition. In our studies, we propose a new methodology with a multi-step process, in which various psychological experiments, physiological measurements and data mining techniques are cooperatively used to investigate human cognitive mechanism. This talk mainly introduces some cognitive neuroscience researches and the related intelligent mechanical systems in my laboratory. The researches include vision, auditory, memory, language and attention, etc. More specifically, I will talk about the relationship between cognitive neuroscience and web intelligence with using some examples.

Original languageEnglish
Title of host publicationRough Sets and Knowledge Technology - First International Conference, RSKT 2006, Proceedings
PublisherSpringer Verlag
Number of pages1
ISBN (Print)3540362975, 9783540362975
DOIs
Publication statusPublished - 2006
Externally publishedYes
EventFirst International Conference on Rough Sets and Knowledge Technology, RSKT 2006 - Chongqing, China
Duration: Jul 24 2006Jul 26 2006

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume4062 LNAI
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

OtherFirst International Conference on Rough Sets and Knowledge Technology, RSKT 2006
CountryChina
CityChongqing
Period7/24/067/26/06

Keywords

  • Auditory
  • Cognitive neuroscience
  • EEG
  • Human mechanisms of vision
  • Memory and language
  • Web intelligence
  • fMRI

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science(all)

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  • Cite this

    Wu, J. (2006). Cognitive neuroscience and web intelligence. In Rough Sets and Knowledge Technology - First International Conference, RSKT 2006, Proceedings (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4062 LNAI). Springer Verlag. https://doi.org/10.1007/11795131_11