Main Reference PaperThe Adaptive Clustering Method For the Long Time Problem of Recommender Systems, Aug 2013.
  • This project proposes that is suggested a new recommender method called the AC method that clusters items according to their popularities. It is very difficult to provide accurate recommendation when many items in the long tail have only a few ratings. To solve this issue, this project clusters items according to their popularities

+ Description
  • This project proposes that is suggested a new recommender method called the AC method that clusters items according to their popularities. It is very difficult to provide accurate recommendation when many items in the long tail have only a few ratings. To solve this issue, this project clusters items according to their popularities

  • To address the problem of LTRP in the recommendation system in order to reduce the error rate.

  • To add location of the user as extra feature in order to provide location based recommendation

+ Aim & Objectives
  • To address the problem of LTRP in the recommendation system in order to reduce the error rate.

  • To add location of the user as extra feature in order to provide location based recommendation

  • Recommendation for the items only based on interest is not suitable for all the users commonly. It will vary from one user to another user based on his/her region.To overcome that drawback, recommendation is provided based on the spatial property that involves the location usage of the user and items.

+ Contribution
  • Recommendation for the items only based on interest is not suitable for all the users commonly. It will vary from one user to another user based on his/her region.To overcome that drawback, recommendation is provided based on the spatial property that involves the location usage of the user and items.

  • Java JDK 1.8, MySQL 5.5.40

  • Netbeans 8.0.1, J2SE

+ Software Tools & Technologies
  • Java JDK 1.8, MySQL 5.5.40

  • Netbeans 8.0.1, J2SE

  • B.E / B.Tech / M.E / M.Tech

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

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