[PDF] Top 20 A Method of Personalized Recommendation Based on Differential Privacy
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A Method of Personalized Recommendation Based on Differential Privacy
... in privacy budget, the availability of data ...the method can achieve good compromise between data availability and privacy protection under the general privacy protection ... See full document
7
Histogram Publishing Method Based on Differential Privacy
... distribution method satisfying the clustering groupings of ɛ -differential privacy APG (Affinity Propagation clustering and Grouping algorithm) is implemented in this ...The method, under the ... See full document
12
Location recommendation privacy protection method based on location sensitivity division
... methods, differential privacy has also achieved remarkable results in location protec- tion research in recent ...years. Differential privacy is a new privacy protection model proposed ... See full document
13
A new differential privacy preserving crowdsensing scheme based on the Owen value
... of privacy-based MC ...proposed method can reduce the mean squared error and the Jensen- Shannon divergence compared with other existing studies ...for privacy-preserving MC incentive ... See full document
10
A Literature Review of Personalized Learning Algorithm
... “student-centered” personalized learning emphasizes students’ interest, learning styles, differences in cognitive level and other aspects as the basis, to provide the most suitable learning re- sources and their ... See full document
9
Improved Network Based Recommendation Algorithm
... a personalized recommendation method attracts more attention than ...that recommendation aims to help users find interesting objects instead of predicting what rating users may give to the ... See full document
9
Personalized Recommendation of Tourist Attractions based on LBSN
... Images contain a lot of geo-location information, such as the reference [6-8], they proposed different image retrieval methods to identify the geo-location of the images. First we use the Haversine [9] formula to ... See full document
6
Privacy Preserved Explicit Feedback System with FP Growth Method
... Personalized web search can be achieved by checking content similarity between user profile and web pages [3]. When the user issues a query, each returned result are filtered or re-ranked and classified. Chirita ... See full document
5
A Novel Model for Video Recommendation with Multimedia Big Data
... various personalized recommendation systems have been ...video recommendation. In addition, none of them has considered both the privacy of users’ contexts ...video recommendation ... See full document
5
Personalized fitting recommendation based on support vector regression
... popular method for the personalized ...a personalized fitting pattern to predict missing ratings based on the similarity score set, which combines both the user-based and ... See full document
11
Privacy Protection Using CPS Framework in Personalized Web Search
... profile based PWS is more effective in improving the quality of web ...completely. Privacy issues not only create anxiety in users but also reduce enthusiasm in offering personalized ... See full document
6
Development of Sensitivity Classification Approach for Personalized Privacy Preservation in Data Publishing (PPPDP)
... are based on static data sets, and in the real world, data is constantly changing, including changes in forms of data, attributechanges, adding new data, and deleting the old ...achieve privacy preservation ... See full document
11
A Web Based Recommendation System for Personal Learning Environments Using Hybrid Collaborative Filtering Approach
... The personalized recommendation system for e-learning applications is developed here by implementing Improved Neighborhood- based Collaborative filtering and Hybrid Genetic algorithm with Particle ... See full document
7
A hybrid approach for User profiling in Movie Recommendation
... proposed method facilitates automated learning of user profiles based on the proposed approach which follows preprocessing and electronic symbol extraction model, opinion-confidence mining hybrid model, ... See full document
14
Personalized Movie Recommendation System with...
... clustering based collaborative filtering have more benefits than other recommendation ...this method is to segregate the items into the cluster that minimizes the distance between items among the ... See full document
9
QueRIE : Personalized Query Recommendation
... tuple based query recommendations, suggested query by fragment ...tuple based query recommendations, suggested query by fragment ...fragment based method is efficient than the other two ... See full document
5
An Efficient Methodology Designed for Designing Travel Package
... beyond personalized package recommendations and is helpful for capturing the latent relationships among the tourists in each travel ...cocktail recommendation approach. Case-based recommenders ... See full document
5
Conservative or liberal? : personalized differential privacy
... non-uniform privacy requirements to attain better utility than could be achieved with differential ...individual privacy requirements of the corresponding ...precise personalized guarantee ... See full document
13
KSRS: Keyword-based Service Recommendation System for Shopping using Map-Reduce on Hadoop for Big Data
... Current recommendation methods are classified as content- based, collaborative and hybrid ...CF method further classified as user-based and Item- based ...rating based on rating ... See full document
5
Research on Personalized Recommendation Method of Academic Resources based on Hadoop
... a personalized recommendation method for academic resources is proposed by fusing user attributes, academic resource attributes, and users' scores on academic resources, effectively alleviate the ... See full document
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