Main Reference PaperClubCF: A Clustering-based Collaborative Filtering Approach for Big Data Application, IEEE Transactions on Emerging Topics in Computing, 2014 .
  • This paper proposes the club based recommendation system to recommend services to requested users , To cluster services similarities between service are computed between services, after that collaborative filtering algorithm used to recommend services to the requested users. In this work all services are stored in a Bigtable which is called service Bigtable. The corresponding elements will be drawn from service

+ Description
  • This paper proposes the club based recommendation system to recommend services to requested users , To cluster services similarities between service are computed between services, after that collaborative filtering algorithm used to recommend services to the requested users. In this work all services are stored in a Bigtable which is called service Bigtable. The corresponding elements will be drawn from service

  • To recommend services to requested user.

  • To handle large amount of services in effective manner.

  • To decrease the number of services that need to be processed .

+ Aim & Objectives
  • To recommend services to requested user.

  • To handle large amount of services in effective manner.

  • To decrease the number of services that need to be processed .

  • This proposed work may enhance first with the respect of service similarity, semantic analysis may be performed on the description text of service. Second, with respect to users, mining their implicit interests from usage records or reviews may be a complement to the explicit interests

+ Contribution
  • This proposed work may enhance first with the respect of service similarity, semantic analysis may be performed on the description text of service. Second, with respect to users, mining their implicit interests from usage records or reviews may be a complement to the explicit interests

  • Java JDK 1.8, HBase 0.94.16, Hadoop 1.2.1.

  • Netbeans 8.0.1, J2EE, Hadoop, HBase, Pentaho.

+ Software Tools & Technologies
  • Java JDK 1.8, HBase 0.94.16, Hadoop 1.2.1.

  • Netbeans 8.0.1, J2EE, Hadoop, HBase, Pentaho.

  • B.E / B.Tech / M.E / M.Tech

+ Project Recommended For
  • B.E / B.Tech / M.E / M.Tech

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