The tremendous growth in population around the globe has leads to the society in an unclean and unhygienic environment. This problems then convert to various diseases and other symptoms that affects the human kind in all phases of work. The traditional and conventional approaches used for waste management are not quite enough to manage the generated waste. The traditional system also lags the people’s feedback that provide valuable suggestions in terms of complaints etc. that are necessary parameters for the system up gradation. The use of opinion analysis for up gradation of the existing system has been found very effective in the service oriented sector as it deals with the real time problems of the user. This paper introduces a novel management methodology that combines the Internet of Things (IOT) domain along with the opinion analysis module for predicting and summarizing the user opinions for effective decision making. The evaluation of the system depicted an overall improvement in the waste management.

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Natural Language Processing for Waste Management Using Public Opinions in Smart Cities

  • Pratik K. Agrawal,
  • Abhijeet Raipurkar

摘要

The tremendous growth in population around the globe has leads to the society in an unclean and unhygienic environment. This problems then convert to various diseases and other symptoms that affects the human kind in all phases of work. The traditional and conventional approaches used for waste management are not quite enough to manage the generated waste. The traditional system also lags the people’s feedback that provide valuable suggestions in terms of complaints etc. that are necessary parameters for the system up gradation. The use of opinion analysis for up gradation of the existing system has been found very effective in the service oriented sector as it deals with the real time problems of the user. This paper introduces a novel management methodology that combines the Internet of Things (IOT) domain along with the opinion analysis module for predicting and summarizing the user opinions for effective decision making. The evaluation of the system depicted an overall improvement in the waste management.