C4.5: programs for machine learning
C4.5: programs for machine learning
Forecaster diversity and the benefits of combining forecasts
Management Science
The sciences of the artificial (3rd ed.)
The sciences of the artificial (3rd ed.)
Viewing the WEB as a marketplace: the case of small companies
Decision Support Systems - Special issue on electronic commerce
Design for manufacture and assembly on the Internet
Computers in Industry - Special issue on multimedia in manufacturing
Neural Networks: A Comprehensive Foundation
Neural Networks: A Comprehensive Foundation
Interfaces - Special issue: marketing engineering
C#: A Beginners Guide
Past, present, and future of decision support technology
Decision Support Systems - Special issue: Decision support systems: Directions for the next decade
Discretization: An Enabling Technique
Data Mining and Knowledge Discovery
Machine Learning
MMM: A Web-Based System for Sharing Statistical Computing Modules
IEEE Internet Computing
Computers in Industry - Special issue: Virtual enterprise management
A Web-based AHP approach to standardize the process of managing service-contracts
Decision Support Systems
A framework of web-based decision support systems for portfolio selection with OLAP and PVM
Decision Support Systems
Progress in Web-based decision support technologies
Decision Support Systems
Do online reviews matter? - An empirical investigation of panel data
Decision Support Systems
Forecasting box office revenue of movies with BP neural network
Expert Systems with Applications: An International Journal
OptAssign-A web-based tool for assigning students to groups
Computers & Education
Social network classification incorporating link typevalues
ISI'09 Proceedings of the 2009 IEEE international conference on Intelligence and security informatics
A comparative analysis of machine learning techniques for student retention management
Decision Support Systems
Early warning of enterprise decline in a life cycle using neural networks and rough set theory
Expert Systems with Applications: An International Journal
Designing a social-broadcasting-based business intelligence system
ACM Transactions on Management Information Systems (TMIS)
Using online search data to forecast new product sales
Decision Support Systems
Sustaining Web 2.0 services: A survival analysis of a live crowd-casting service
Decision Support Systems
A machine learning-based usability evaluation method for eLearning systems
Decision Support Systems
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Herein we describe a Web-based DSS to help Hollywood managers make better decisions on important movie characteristics, such as, genre, super stars, technical effects, release time, etc. These parameters are used to build prediction models to classify a movie in one of nine success categories, from a ''flop'' to a ''blockbuster''. The system employs a number of traditional and non-traditional prediction models as distributed independent experts, implemented as Web services. The paper describes the purpose and the architecture of the system, the development environment, the user assessment results, and the lessons learned as they relate to Web-based DSS development.