An empirical validation of software cost estimation models
Communications of the ACM
Software engineering metrics and models
Software engineering metrics and models
Learning from Examples: Generation and Evaluation of Decision Trees for Software Resource Analysis
IEEE Transactions on Software Engineering - Special Issue on Artificial Intelligence in Software Applications
Program design methodologies and the software development process
International Journal of Man-Machine Studies
HDM—a model-based approach to hypertext application design
ACM Transactions on Information Systems (TOIS)
Machine Learning Approaches to Estimating Software Development Effort
IEEE Transactions on Software Engineering
RMM: a methodology for structured hypermedia design
Communications of the ACM
Effort estimation using analogy
Proceedings of the 18th international conference on Software engineering
Estimating Software Project Effort Using Analogies
IEEE Transactions on Software Engineering
Applying case-based reasoning: techniques for enterprise systems
Applying case-based reasoning: techniques for enterprise systems
The Unified Modeling Language user guide
The Unified Modeling Language user guide
Proceedings of the tenth ACM Conference on Hypertext and hypermedia : returning to our diverse roots: returning to our diverse roots
An assessment and comparison of common software cost estimation modeling techniques
Proceedings of the 21st international conference on Software engineering
A Controlled Experiment to Assess the Benefits of Estimating with Analogy and Regression Models
IEEE Transactions on Software Engineering
A replicated assessment and comparison of common software cost modeling techniques
Proceedings of the 22nd international conference on Software engineering
Principled design of the modern Web architecture
Proceedings of the 22nd international conference on Software engineering
Formalization to improve lifelong learning
Journal of Interactive Learning Research - Special double issue on intelligent systems/tools in training and lifelong learning
Towards the prediction of development effort for hypermedia applications
Proceedings of the 12th ACM conference on Hypertext and Hypermedia
Hypermedia and the Web: An Engineering Approach
Hypermedia and the Web: An Engineering Approach
Software Engineering Economics
Software Engineering Economics
A Simulation Tool for Efficient Analogy Based Cost Estimation
Empirical Software Engineering
Web Metrics Estimating Design and Authoring Effort
IEEE MultiMedia
Web Development: Estimating Quick-to-Market Software
IEEE Software
Web Engineering: The Developers' View and a Practitioner's Approach
Web Engineering, Software Engineering and Web Application Development
Measurement and Effort Prediction for Web Applications
Web Engineering, Software Engineering and Web Application Development
A Metrics Framework for Multimedia Creation
METRICS '98 Proceedings of the 5th International Symposium on Software Metrics
METRICS '99 Proceedings of the 6th International Symposium on Software Metrics
Measuring Functionality and Productivity in Web-Based Applications: A Case Study
METRICS '99 Proceedings of the 6th International Symposium on Software Metrics
Using Simulation to Evaluate Prediction Techniques
METRICS '01 Proceedings of the 7th International Symposium on Software Metrics
Measurement, Prediction and Risk Analysis for Web Applications
METRICS '01 Proceedings of the 7th International Symposium on Software Metrics
Using Public Domain Metrics To Estimate Software Development Effort
METRICS '01 Proceedings of the 7th International Symposium on Software Metrics
Towards a Software Engineering Approach to Web Site Development
IWSSD '98 Proceedings of the 9th international workshop on Software specification and design
The New Review of Hypermedia and Multimedia - Hypermedia and the world wide web
Do adaptation rules improve web cost estimation?
Proceedings of the fourteenth ACM conference on Hypertext and hypermedia
Portfolio management of software development projects using COCOMO II
Proceedings of the 28th international conference on Software engineering
Exploring case-based reasoning for web hypermedia project cost estimation
International Journal of Web Engineering and Technology
Journal of Computational Methods in Sciences and Engineering - Selected papers from the International Conference on Computer Science,Software Engineering, Information Technology, e-Business, and Applications, 2003
The use of a Bayesian network for web effort estimation
ICWE'07 Proceedings of the 7th international conference on Web engineering
A fuzzy logic model for software development effort estimation at personal level
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
Building an expert-based web effort estimation model using bayesian networks
EASE'09 Proceedings of the 13th international conference on Evaluation and Assessment in Software Engineering
Investigating effort prediction of web-based applications using CBR on the ISBSG dataset
EASE'10 Proceedings of the 14th international conference on Evaluation and Assessment in Software Engineering
Predicting web development effort using a bayesian network
EASE'07 Proceedings of the 11th international conference on Evaluation and Assessment in Software Engineering
Towards an early software estimation using log-linear regression and a multilayer perceptron model
Journal of Systems and Software
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Over the years software engineering researchers have suggested numerous techniques for estimating development effort. These techniques have been classified mainly as algorithmic, machine learning and expert judgement. Several studies have compared the prediction accuracy of those techniques, with emphasis placed on linear regression, stepwise regression, and Case-based Reasoning (CBR). To date no converging results have been obtained and we believe they may be influenced by the use of the same CBR configuration.The objective of this paper is twofold. First, to describe the application of case-based reasoning for estimating the effort for developing Web hypermedia applications. Second, comparing the prediction accuracy of different CBR configurations, using two Web hypermedia datasets.Results show that for both datasets the best estimations were obtained with weighted Euclidean distance, using either one analogy (dataset 1) or 3 analogies (dataset 2). We suggest therefore that case-based reasoning is a candidate technique for effort estimation and, with the aid of an automated environment, can be applied to Web hypermedia development effort prediction.