Do you know that feeling when you dont know which movie to watch? The more movies are in offer the harder it is […]
Scalable Personalized Recommendation
Month: February 2018
Personalized Recommendation Taking into Account Visual Impacts
Recommender system is important part of the web nowadays. Amount of information on the web is just unsearchable and to find useful informations […]
Personalized recommendation considering visual influences
Recommender systems are typical solution to information overload of users. Recommendations created by these systems can contain most popular items, but it was […]
Prediction of Project Success on Crowdfunding Portals
Crowdfunding is a way of funding with the support of large number of people who help by contributing small amounts of money. For […]
Personalized Hybrid Recommendation enhanced by Visual Features
Recommender systems have become an essential part of the Web in various domains. They provide suggestions for users about which things to read, […]
Recognition of Similarities in User Behavior in Data Stream
It would seem, that web site user behavior is highly unique and different from other users behavior. It is based on user current […]
Prediction of user return to website
In this work, we‘re discussing the topic prediction of user return to website. At present, the casual and one-time users are a group […]
Predicting customer satisfaction based on data from customer support centre
My project is aimed at predicting customer satisfaction based on the conversation they had with a customer center agent. It is possible to […]
Automatic Text Summarization of Customer Reviews
In recent years there were a lot of advances in natural language processing. Some of them, especially base techniques of processing text are […]
Interpretability and explainability of machne learning models
Once a machine learning algorithm is trained, it can be difficult to understand why it gives a particular response to a set of […]