[PDF] Top 20 Collaborative Filtering Based Recommendation System: A survey
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Collaborative Filtering Based Recommendation System: A survey
... Content based, collaborative and hybrid methods were proposed and several industrial-strength systems have been ...of collaborative filtering is that recommendations for a new user are ... See full document
18
Taxonomy-driven content-based recommendation for new itens
... traditional collaborative filtering (CF) ...approaches based on singular value decomposition (SVD) [Sarwar et ...recommender system rather than on improving their effectiveness for new ... See full document
61
An Adaptive Learning Based on Ant Colony and Collaborative Filtering
... Adaptive educative systems (Fig.1) try to offer an alternative to non-individualized approach, by providing several services adapted to learner’s profile. The goal of such adaptation is to maximize the subjective ... See full document
5
Recomendação de Objetos de Aprendizagem utilizando Filtragem Colaborativa baseada em Tendências e em Estilos de Aprendizagem / Learning Object Recommendation Using Collaborative Filtering Based on Learning Styles and Trends
... Nesta pesquisa, é proposta uma estratégia de recomendação personalizada referente a Objetos de Aprendizagem, com base nos Estilos de Aprendizagem dos estudantes e na Filtra[r] ... See full document
14
JISTEM J.Inf.Syst. Technol. Manag. vol.8 número3
... to collaborative filtering, it is possible to solve the problem found in the recommendation approach using contents (section ...the collaborative recommender system can base itself ... See full document
36
Context-aware food recommendation system
... food recommendation, share a common limitation, the cold-start ...in recommendation systems has focused on context-aware methods that analyze only the user-item interaction, modelling recommendation ... See full document
9
USER RECOMMENDATION ALGORITHM IN SOCIAL TAGGING SYSTEM BASED ON HYBRID USER TRUST
... with Collaborative Tagging ...user. Collaborative Filtering (CF) seems to be the most popular technique in recommender systems to deal with information overload issue but CF suffers from accuracy ... See full document
11
The Prediction Approach for Periodontitis Using Collaborative Filtering Method in Big Data
... for collaborative filtering of future ...attribute recommendation through a user study of recommendation, where we aim to correctly estimate a filtering function for each ...users ... See full document
5
Collaborative filtering for brain-computer interaction using transfer learning and active class selection.
... is collaborative filtering, which combines training data from the individual subject with additional training data from other, similar ...a collaborative filtering approach intended for a BCI ... See full document
18
Research on Personalized Recommendation in E-commerce Service based on Data Mining
... xpert-based collaborative filtering approach, in wh ich the e xperts defined as an indiv idual who is reasonable to project ...users based on experts‟ ... See full document
5
An Automated Recommender System for Course Selection
... Traditional collaborative filtering techniques are often based on matching the current user profile against clusters of similar profiles obtained by the system over time from other ...assessed ... See full document
10
Survey on Mobile Based Telemedicine System for Patient Monitoring and Diagnosis for remote Places in Sikkim
... As there are 7 major hospitals and 24 PHCs and the patient care unit is bound to a patient body without affecting the patient normal status. And the acquired signal is further processed using various digital ... See full document
4
E-LEARNING PERSONALIZATION BASED ON COLLABORATIVE FILTERING AND LEARNER’S PREFERENCE
... recommender system still in application area and concentrated on small-scale experiments [20, 30, ...proposal recommendation algorithms, we used in our experiments AdaptErrEx a publicly available dataset, ... See full document
17
Feature Analysis of Recommender Techniques Employed in the Recommendation Engines
... care system and other items discussed in this study, Implementation of RS in ...were based on the model, collaborative filtering. Recommendation interface and findings are the two more ... See full document
8
Conglomeration of Instance Filtering’s k- Nearest Neighborhood and Collaborative Filtering’s Item based Recommendation on Airline Dataset System using Map-Reduce and Mahout
... better recommendation model but also performance in terms of how fast a processing engine can give accurate output ...same recommendation can be achieved using Spark which is termed as 100x faster than ... See full document
8
An Improved Collaborative Filtering Recommendation Algorithm Combining Item Clustering and Slope One Scheme
... improved recommendation algorithm that combines item clustering and weighted slope one ...Density Based Spatial Clustering of Applications with Noise (DBSCAN) [5] clustering algorithm to partition the set ... See full document
4
Using Genetic Algorithms for Building Metrics of Collaborative Systems
... a collaborative banking system, the customer enters on the online application, realizes an exchange of information, and knows which loan he can take, without interacting with the human ...factor. ... See full document
12
A mobile-based tailored recommendation system for parents of children with overweight or obesity: a new tool for health care centers
... mobile recommendation system for parents of preschool children identified with overweight/obesity at health care ...tailored recommendation system to improve their knowledge about the ... See full document
16
SISTEMAS COLABORATIVOS: UM ESTUDO BIBLIOMÉTRICO NO PERÍODO DE 2015 - 2018
... temática collaborative system são as Chinesas, seguidas pelas norte americanas, porém com relação aos documentos por países o destaque é dos Estados Unidos sendo seguido pela ... See full document
24
Interface (Botucatu) vol.20 número59
... interprofessional collaborative practice in Primary Health Care, in the context of Unified Health ...System. Based on national and international ... See full document
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