Main Reference PaperMovie Rating and Review Summarization in Mobile Environment, IEEE Transactions on Parallel and Distributed Systems, May 2012.
  • This work proposes a novel approach based on latent semantic analysis (LSA) to identify product features. Furthermore, the study finds a way to reduce the size of summary based on the product features obtained from LSA. Both sentiment-classification accuracy and system response time are consider to design the system. The rating and review-summarization system can be extended to other product-review domains easily.

+ Description
  • This work proposes a novel approach based on latent semantic analysis (LSA) to identify product features. Furthermore, the study finds a way to reduce the size of summary based on the product features obtained from LSA. Both sentiment-classification accuracy and system response time are consider to design the system. The rating and review-summarization system can be extended to other product-review domains easily.

  • It aims to develop a movie rating and review summarization system in a mobile environment.

  • It proposes a novel approach on LSA for identifying the product features.

  • It provides an LSA-based filtering mechanism to allow the users to choose the features .

+ Aim & Objectives
  • It aims to develop a movie rating and review summarization system in a mobile environment.

  • It proposes a novel approach on LSA for identifying the product features.

  • It provides an LSA-based filtering mechanism to allow the users to choose the features .

  • The new contribution of this project is to propose a novel approach based on LSA to identify related product-feature terms. Basically,LSA is a premise and technique to explore relationships between a set of documents and the terms they contain by producing a set of concepts associated to the documents and terms.

+ Contribution
  • The new contribution of this project is to propose a novel approach based on LSA to identify related product-feature terms. Basically,LSA is a premise and technique to explore relationships between a set of documents and the terms they contain by producing a set of concepts associated to the documents and terms.

  • Java JDK 1.8, MySQL 5.5.40

  • Netbeans 8.0.1, J2EE

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

  • Netbeans 8.0.1, J2EE

  • B.E / B.Tech / M.E / M.Tech

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

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