Modeling human behavior in user-adaptive systems: Recent advances using soft computing techniques
Adaptive Hypermedia systems are becoming more important in our everyday activities and
users are expecting more intelligent services from them. The key element of a generic …
users are expecting more intelligent services from them. The key element of a generic …
Survey of data mining approaches to user modeling for adaptive hypermedia
The ability of an adaptive hypermedia system to create tailored environments depends
mainly on the amount and accuracy of information stored in each user model. Some of the …
mainly on the amount and accuracy of information stored in each user model. Some of the …
Automatic personalization based on web usage mining
B Mobasher, R Cooley, J Srivastava - Communications of the ACM, 2000 - dl.acm.org
COMMUNICATIONS OF THE ACM August 2000/Vol. 43, No. 8 143 personalization is
applicable to any Web browsing activity, not just e-commerce. Web personalization can be …
applicable to any Web browsing activity, not just e-commerce. Web personalization can be …
Similarity measures for T-spherical fuzzy sets with applications in pattern recognition
In this manuscript, two generalizations of fuzzy sets, intuitionistic fuzzy sets and picture fuzzy
sets, known as spherical fuzzy sets and T-spherical fuzzy sets, are discussed and a …
sets, known as spherical fuzzy sets and T-spherical fuzzy sets, are discussed and a …
Applying associative retrieval techniques to alleviate the sparsity problem in collaborative filtering
Recommender systems are being widely applied in many application settings to suggest
products, services, and information items to potential consumers. Collaborative filtering, the …
products, services, and information items to potential consumers. Collaborative filtering, the …
Discovery and evaluation of aggregate usage profiles for web personalization
B Mobasher, H Dai, T Luo, M Nakagawa - Data mining and knowledge …, 2002 - Springer
Web usage mining, possibly used in conjunction with standard approaches to
personalization such as collaborative filtering, can help address some of the shortcomings of …
personalization such as collaborative filtering, can help address some of the shortcomings of …
A hybrid recommendation approach for a tourism system
Many current e-commerce systems provide personalization when their content is shown to
users. In this sense, recommender systems make personalized suggestions and provide …
users. In this sense, recommender systems make personalized suggestions and provide …
Exploiting hierarchical domain structure to compute similarity
The notion of similarity between objects finds use in many contexts, for example, in search
engines, collaborative filtering, and clustering. Objects being compared often are modeled …
engines, collaborative filtering, and clustering. Objects being compared often are modeled …
Integrating web usage and content mining for more effective personalization
B Mobasher, H Dai, T Luo, Y Sun, J Zhu - Electronic Commerce and Web …, 2000 - Springer
Recent proposals have suggested Web usage mining as an enabling mechanism to
overcome the problems associated with more traditional Web personalization techniques …
overcome the problems associated with more traditional Web personalization techniques …
A graph model for E‐commerce recommender systems
Abstract Information overload on the Web has created enormous challenges to customers
selecting products for online purchases and to online businesses attempting to identify …
selecting products for online purchases and to online businesses attempting to identify …