NDLI: Exploration in commercial websites on the association rules base on the consumers' behavior

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2011 6th IEEE Joint International Information Technology and Artificial Intelligence Conference

Volume 2 - 2011

Volume 1 - 2011

Forecasting stock/futures prices by using neural networks with feature selection

Design of radial basis function neural networks controller based on sliding surface for a coupled tanks system

An agent-based monitoring framework for distributed complex engineering simulation system

Extending Fuzzy Identity-Based Encryption with delegating capabilities

The design of the general power system based on single-slice motor control

Performance comparison and application of MIMO linear detection: A practical usage of MIMO linear detcetion

The application of Maths thinking methods in optimizing soft skills development projects

A strategy analysis of realizing the real prosperity of domestic knowledge and information market

A security protocol of Mobile E-Commerce based on SMS

Exploration in commercial websites on the association rules base on the consumers' behavior

The embedded alarm system based on the Public Switch Telephone Network

Electronic air gauge

The countermeasures of promoting the development of Sino-Japan bilateral trade

Clustering method and its formalization

Research on Web service discovery with semantics and clustering

Electronic meter reader & data base management system

Corporate loss recognition timeliness and micro-profit reporting tendency

Comparing Anti-Spyware products — A different approach

Comprehensive applying watershed algorithm in segmentation of CT brain images

An empirical study of feature extraction in the analysis of credit card risk

Optimal control in constant-speed fan stations

Information security requirements and challenges in smart grid

Secure wireless remote access platform in power utilities based on SSL VPN

Inherent heterogeneity, measurement and effect of enterprise group's performance of subsidiary

Dual-microcontroller based GPRS data transmission control system design

A priori error estimates of mixed methods for bilinear elliptic optimal control problems with integral constraint

Research of Kungfu animation based on video capture

The implementation of frequency and angles measurements of L-shaped array

Intrusion detection using evolving fuzzy classifiers

Quantifying the vicissitude of Fitzgerald's creativity a statistical analysis based on lexical measures

Nonnegative matrix factorization with maximum self-information on basis components

Study of multimedia application in modern education

Brand tweets: How to popularize the enterprise Micro-blogs

A Web services composing method based on service unit chain

Versatile gate for artificial neural network circuit

Impulsive synchronization control of fuzzy chaotic systems based on output feedback

Using texture analysis method to removal moving human cast shadow

Gait recognition based on active energy image and parameter-adaptive Kernel PCA

Gait recognition based on KDA and SVM

The research of intrusion detection technology based on heuristic analysis

Research of virtual reality technology in automotive engine assembly teaching

Measurement of effective distance for the fuze based on the camera shooting in the rear

Effective code coverage in compositional systematic dynamic testing

A new approach to pronunciation assessment of English sentences

Quantitative evaluation of writing styles based on text analysis: Methods and case study

Forest fire smog feature extraction based on Pulse-Coupled neural network

Construction of intelligent agent-based university personalized information service system

A new non-interactive deniable authentication protocol based on generalized ElGamal signature scheme

Abnormal event detection based on IPZM

A knowledge representation architecture for remote sensing image understanding systems

Support vectors classification and incremental learning

A security BLP model used in classified protection system

An algorithm for constructing accurate implication sets

Application of fractional-order calculus approach to signal processing

Bayesian network based on the method of AHP for making decision

Feature expansion for Microblogging text based on Latent Dirichlet Allocation with User Feature

Study on investment decision-making in software development project

An evolutionary system for the construction of the taxonomy of living organisms

Study on the feasible traffic operation scheme of expressway reconstruction and extension project

An empirical study on the factors affecting continuous usage intention of double reinforcement interactive e-portfolio learning system

Extract Deep Web-Detail Pages with Simple Tree Match

Patient-centric medical information system based on web services for tuberculosis control in India

Microblog bursty topic detection based on user relationship

Demonstration the application of activity-based costing to ERP management system

The prediction model of silicon content in hot metal based on LS-SVR optimized by estimation distributed algorithm

A dynamic vehicle routing problem for medical supplies in large-scale emergencies

Implementing autonomous shaping by critical states

Research on inquiry teaching based on preconception under network environment

The design and practice of management information system of college teaching

Entropy based sensitive factor defining in data analysis

Semi-online scheduling problems on m parallel identical machines

Regional innovation evaluation of northwest based on Grey relational analysis

Application of fractional-order differentials in enhancing vestige images of crime scene

The urban-rural information divide in China

Live migration of virtual machine based on recovering system and CPU scheduling

Constructing the graphical reasoning process for proposition logic

UCT-RAVE algorithm applied to multi-player games with imperfect information

Design and implementation of GML parser based on grammatical and semantic database

An approach for bearing fault diagnosis based on PCA and multiple classifier fusion

A Network Security Situation Analysis framework based on information fusion

A RSSI-based probabilistic distribution localization algorithm for wireless sensor network

A research for tracking of wheeled robot with Wireless Sensor Networks

A redeployment strategy based on Unmanned Aerial Vehicle in wireless sensor network

A coordination feedback adaptive control method of traffic network

Dynamic OD estimation using Automatic Vehicle Location information

Real time turning flow estimation based on model predictive control

The partitioning of traffic signal control network avoiding congestion on boundary

Realization of the computer aided system designed for Tibetan dialect phonological analysis

Comparative study on monosyllabic tone acoustic model in Tibetan dialects

A novel image enhancement method using local Gamma correction with three-level thresholding

Model based building height retrieval from single SAR images

Research of an adapted filtering algorithm using Doppler shift

Internet information aided disaster assessment of great earthquake

Research on optimization of traffic billing of CAN based on Newton iteration method

An improved QDPSO training hypersphere one class support vector machine

Research on service bus for Distributed Real-time Control Systems

Construction and application of improved Grey Neural Network model based on Genetic Algorithm

Ontology-based semantic information retrieval for enterprise management information system

Unsupervised Double local weighting for feature selection

A two-step integration algorithm for discretization based on rough set theory

Integrated queries over a heterogeneously distributed scientific database using OGSA-DQP

The application of shot classification based on C4.5 decision tree in video retrieval

Minority opinions abstraction

Design and application of traveling informatization backend database based on Web

A comprehensive approach for static voltage stability preventive control using immune algorithm

Contructing and researching on software engineering course group

Soft ground subsidence prediction of highway based on the BP neural network

Analysis of public traffic information system based on WebGIS

Lifetime-optimal sensor deployment for wireless sensor networks with mobile sink

The application of MBTI personality type theory in the Bank management

Priority and relevance in belief revision

Impromvent method of MAC protocol based on adhoc network traffic characteristic

An adaptive projection strategy and its implementation in column stores

Innovation on the operating mode of China seed industry E-commerce website

Research about the index mechanism base on embedded database system

An online English e-learning framework based on web service discovery

Enterprises Hi-tech transfer mechanisms in e-commerce environment

A new image binary segmentation algorithm based on frequency domain

Comparative study on two types of nonlinear controller which based on extended state observer

Improved trade-based multi-robot coordination

Author index vol.01

Front and back cover

Front matters vol.01

Table of contents vol.01

Exploration in commercial websites on the association rules base on the consumers' behavior

Content Provider	IEEE Xplore Digital Library
Author	Hu Le-wei Li Yu-sheng
Copyright Year	2011
Description	Author affiliation: Computer and Information Engineering Department, Wuhan Polytechnic University, Wuhan, China (Hu Le-wei; Li Yu-sheng)
Abstract	Association rules data mining on consumers condition in commercial websites is an important aspect of research in FP-Growth algorithm. In the general application of FP-Growth algorithm, the transaction data contain only the customers' purchase acts data, and neglect the data of acts which contain customers brow sing, selecting, evaluation, this phenomenon may lead to data distortion. For this reason, this text proposed a method which divides the customer acts data into browsing, evaluation, selection and purchasing four act data, and combines these data to the goods data, thus it can provides to commerce web site managers the results that more close to actual acts of the relevant rules.
Starting Page	42
Ending Page	44
File Size	177914
Page Count	3
File Format	PDF
ISBN	9781424486229
e-ISBN	9781424486250
DOI	10.1109/ITAIC.2011.6030146
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2011-08-20
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Algorithm design and analysis Computers FP-Growth Data structures Data Mining Transaction databases Association rules
Content Type	Text
Resource Type	Article

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