A Culling System for A Recipe using Sentiment Analysis Techniques
B.Surya Sai1, P.Vamsi Mohan2, Pijush Meher3, M.Azhagiri4
1P.Vamsi Mohan, Department of Computer Science and Engineering, SRMIST, Chennai (Tamil Nadu), India.
2Pijush Meher, Department of Computer Science and Engineering, SRMIST, Chennai (Tamil Nadu), India.
3M.Azhagiri, Department of Computer Science and Engineering, SRMIST, Chennai (Tamil Nadu), India.
4B.Surya Sai, Department of Computer Science and Engineering, SRMIST, Chennai (Tamil Nadu), India.
Manuscript received on 25 August 2019 | Revised Manuscript received on 01 September 2019 | Manuscript Published on 14 September 2019 | PP: 123-127 | Volume-8 Issue-5S3, July 2019 | Retrieval Number: E10300785S319/19©BEIESP | DOI: 10.35940/ijeat.E1030.0785S319
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© The Authors. Blue Eyes Intelligence Engineering and Sciences Publication (BEIESP). This is an open access article under the CC-BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)
Abstract: This System helps the user for providing the recipes in which they are particularly interested in a mentioned criteria of ingredients on which the user wants to prepare a recipe. The input given by the user like the ingredient on which he/she wants to prepare a recipe can be of text, speech or visual. The process of providing a list of gathered recipes from different trusted and verified sources is performed with the help of Sentiment Analysis(SA), Watson Text-to-Speech and Watson Visual Recognition(WVR). The recipe extraction from different sources which are required for the user is retrieved with the help of a standard Web Crawler. The tools and technologies used for the proposed system are from Artificial Intelligence(AI), Natural Language Processing(NLP). The system proposed assists the user in providing a list of recipes in a prioritized order based on the optimization process performed by the Naïve Bayes Algorithm(NBA) of Sentiment Analysis. In addition, the displayed results of recipes have been reviewed and rated by different users from different sources.
Keywords: Naïve Bayes Algorithm(NBA), Natural Language Processing (NLP) , Recipe Extraction , Sentiment Analysis (SA), Web Crawler.
Scope of the Article: Adaptive Systems