Neural Networks Approach to User Modeling and Intelligent Interface: A Review and Reappraisal

Research output: Contribution to journalArticle

4 Citations (Scopus)

Abstract

This article provides background and an overview of the neural networks approach to user modeling and intelligent interface. Activities in user modeling and intelligent interface are discussed. Intelligent architectures of various neural network models are introduced to illustrate how neural networks solve problems and learn knowledge of problem solving. The introduction of neural networks helps in associating intelligent capabilities of neural networks with the activities in user modeling and intelligent interface. The practical utility of neural networks in supporting user modeling and intelligent interface is demonstrated by reviewing neural networks developed in this area. Issues relating to the design of neural networks in various contexts of user modeling and intelligent interface are also addressed.

Original languageEnglish (US)
Pages (from-to)3-23
Number of pages21
JournalPlastics, Rubber and Composites Processing and Applications
Volume9
Issue number1
StatePublished - 1997
Externally publishedYes

Fingerprint

Neural networks

ASJC Scopus subject areas

  • Engineering(all)

Cite this

@article{850467a02ae544b992ac7209dbcbc8e6,
title = "Neural Networks Approach to User Modeling and Intelligent Interface: A Review and Reappraisal",
abstract = "This article provides background and an overview of the neural networks approach to user modeling and intelligent interface. Activities in user modeling and intelligent interface are discussed. Intelligent architectures of various neural network models are introduced to illustrate how neural networks solve problems and learn knowledge of problem solving. The introduction of neural networks helps in associating intelligent capabilities of neural networks with the activities in user modeling and intelligent interface. The practical utility of neural networks in supporting user modeling and intelligent interface is demonstrated by reviewing neural networks developed in this area. Issues relating to the design of neural networks in various contexts of user modeling and intelligent interface are also addressed.",
author = "Nong Ye",
year = "1997",
language = "English (US)",
volume = "9",
pages = "3--23",
journal = "Plastics, Rubber and Composites",
issn = "1465-8011",
publisher = "Maney Publishing",
number = "1",

}

TY - JOUR

T1 - Neural Networks Approach to User Modeling and Intelligent Interface

T2 - A Review and Reappraisal

AU - Ye, Nong

PY - 1997

Y1 - 1997

N2 - This article provides background and an overview of the neural networks approach to user modeling and intelligent interface. Activities in user modeling and intelligent interface are discussed. Intelligent architectures of various neural network models are introduced to illustrate how neural networks solve problems and learn knowledge of problem solving. The introduction of neural networks helps in associating intelligent capabilities of neural networks with the activities in user modeling and intelligent interface. The practical utility of neural networks in supporting user modeling and intelligent interface is demonstrated by reviewing neural networks developed in this area. Issues relating to the design of neural networks in various contexts of user modeling and intelligent interface are also addressed.

AB - This article provides background and an overview of the neural networks approach to user modeling and intelligent interface. Activities in user modeling and intelligent interface are discussed. Intelligent architectures of various neural network models are introduced to illustrate how neural networks solve problems and learn knowledge of problem solving. The introduction of neural networks helps in associating intelligent capabilities of neural networks with the activities in user modeling and intelligent interface. The practical utility of neural networks in supporting user modeling and intelligent interface is demonstrated by reviewing neural networks developed in this area. Issues relating to the design of neural networks in various contexts of user modeling and intelligent interface are also addressed.

UR - http://www.scopus.com/inward/record.url?scp=0642276548&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=0642276548&partnerID=8YFLogxK

M3 - Article

AN - SCOPUS:0642276548

VL - 9

SP - 3

EP - 23

JO - Plastics, Rubber and Composites

JF - Plastics, Rubber and Composites

SN - 1465-8011

IS - 1

ER -