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Content-based Filtering

Implementation on Smart Food Recipe Recommendation Application Using Content-Based Filtering Algorithm

Implementation on Smart Food Recipe Recommendation Application Using Content-Based Filtering Algorithm

... demographic filtering algorithm is unsuitable to handle the underlying ...systems, content-based filtering system is chosen to provide recipe recommendations to ...because ...

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Content Based Filtering Technique for Movie Recommender System

Content Based Filtering Technique for Movie Recommender System

... approaches, content based separating system has a high prominence on account of their ...substance based sifting frameworks can even work adequately and can create standard proposals, notwithstanding ...

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Various Methods of Using Content-Based Filtering Algorithm for Recommender Systems

Various Methods of Using Content-Based Filtering Algorithm for Recommender Systems

... The concept of Recommender Systems or Recommender Engine rise out of the idea of information reuse and steady preferences. It is an idea that doesn't begin with computers and technology. It is an idea that we can find in ...

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FILTERING OF UNWANTED MESSAGES FROM OSN USER WALL USING CONTENT-BASED FILTERING METHOD

FILTERING OF UNWANTED MESSAGES FROM OSN USER WALL USING CONTENT-BASED FILTERING METHOD

... the filtering criteria to be put to their walls, and a Machine Learning-based soft classifier automatically labelling messages in endure of content based ...

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Content Based Filtering With Multiparty Access Control for OSNs

Content Based Filtering With Multiparty Access Control for OSNs

... finding content and ...rule based system which allows user can directly specify what contents should be displayed on his/her walls to state constraints on message ...messages based on its ...

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Survey on Collaborative Filtering, Content based Filtering and Hybrid Recommendation System

Survey on Collaborative Filtering, Content based Filtering and Hybrid Recommendation System

... information filtering system that used to anticipate the 'evaluation' or 'preference' that user would feed to an ...were based on demographic, content-based filtering and collaborative ...

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Review on Smart Food Recipe Recommendation Application Using Content-Based Filtering Algorithm

Review on Smart Food Recipe Recommendation Application Using Content-Based Filtering Algorithm

... demographic filtering algorithm is unsuitable to handle the underlying ...systems, content-based filtering system is chosen to provide recipe recommendations to ...because ...

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Content Based, Collaborative and Statistics Based Filtering Techniques in Recommendation System

Content Based, Collaborative and Statistics Based Filtering Techniques in Recommendation System

... the content based filtering approach, this system cannot provide any surprising recommendation results as in the collaborative approach ...then based on the weighted average of the ratings ...

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Content Based Message Filtering System for OSN User Walls

Content Based Message Filtering System for OSN User Walls

... unnecessary content is ...the filtering to be applied to their walls, and a Machine Learning-based classifier automatically labelling messages in support of content-based ...

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Generating Quality Items Recommendation by Fusing Content based and Collaborative filtering

Generating Quality Items Recommendation by Fusing Content based and Collaborative filtering

... items. Content based and collaborative filtering are the most popular approaches ...used. Content based filtering technique recommends items that are similar in content to ...

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A review of Content and Collaborative filtering approaches on Movielens Data

A review of Content and Collaborative filtering approaches on Movielens Data

... information filtering tool in online social network. Collaborative filtering recommendations are based on similarity of users or items, all data should be compared with each other in order to ...

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A Review Various Techniques for Content Based Spam Filtering

A Review Various Techniques for Content Based Spam Filtering

... of filtering e-mails to legitimate and spam is considered in papers ...Collaborative Filtering (CF) and Content-Based Filtering ...

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Content - Based Spam Filtering and Detection Algorithms - An Efficient Analysis & Comparison

Content - Based Spam Filtering and Detection Algorithms - An Efficient Analysis & Comparison

... The Chi-Square method is content based filtering technique and Robinson has proposed this technique[5]. The system uses the probability function which is also named as “Robinson’s Degree of Belief”. ...

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Implementation of Item and Content based Collaborative Filtering Techniques based on Ratings Average for Recommender Systems

Implementation of Item and Content based Collaborative Filtering Techniques based on Ratings Average for Recommender Systems

... The content-based filtering approach has its origins in information retrieval and information ...by content-based filtering often indicates textual information, such as news webs ...

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Dynamic Web Content Filtering Based on User's Knowledge

Dynamic Web Content Filtering Based on User's Knowledge

... list. Content based filtering is suggested to overcome this problem as an additional strategy of URL ...rule based method is widely applied in current content filtering systems, ...

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Building a Book Recommender system using time based content filtering

Building a Book Recommender system using time based content filtering

... uses content based filtering algorithm over a categories of books to search similar ...recommendations based on the navigation and most visited links by particular user in the featured ...is ...

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The performance of soft computing techniques on content based SMS spam filtering

The performance of soft computing techniques on content based SMS spam filtering

... Content-based filtering is one of the most widely used methods to combat SMS (Short Message Service) ...in content-based spam ...for content-based SMS spam ...

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A Content-Based Spam E-Mail Filtering Approach Using Multilayer Percepton Neural Networks

A Content-Based Spam E-Mail Filtering Approach Using Multilayer Percepton Neural Networks

... Biogeography Based Optimization for identifying e-mail ...Biogeography Based Optimization based on two different spam data sets and compared with other MLPs trainer with back propagation algorithm ...

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Twitter Content-based Spam Filtering

Twitter Content-based Spam Filtering

... Abstract. Twitter has become one of the most used social networks. And, as happens with every popular media, it is prone to misuse. In this context, spam in Twitter has emerged in the last years, becoming an important ...

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The Importance of Web Content Filtering and Network Security

The Importance of Web Content Filtering and Network Security

... • Category Blocking is the latest web content filtering technology that greatly simplifies the management process of web inspec- tion and content filtering. Category Blocking utilizes external ...

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