Browsing by Author "Islam, Nourin"

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    Sentiment Analysis on Food Review Using Machine Learning Approach
    (International Conference on Artificial Intelligence and Smart Systems (ICAIS), IEEE, 2021-04-12) Islam, Nourin; Akter, Nasrin; Sattar, Abdus
    Interpersonal interaction correspondence has obtained a customary standard way to deal with web. Casual correspondence insinuates the use of web-based life destinations and applications. Twitter is one of the mainstream web-based media utilized in the present-day life. Individuals share their inclination with a post in many exercises of our everyday lives. Supposition analysis has become commonly notable. Regardless, stable Twitter thought portrayal execution stays dangerous due to different issues: generous class lopsidedness in a multi-class issue, illustrative extravagance issues for feeling signs, and the usage of different ordinary semantic models. These issues are perilous since various sorts of online life assessment rely upon exact shrouded Twitter thoughts. As necessities seem to be, a book examination structure is proposed for Twitter notion investigation. Estimation investigation by utilizing twitter information is well known in this recorded. Words and articulations bespeak the perspectives of people about the things, organizations, governments and events through electronic systems administration media. Eliminating positive, negative or nonpartisan polarities from electronic life content names task of suspicion assessment in the field of NLP. The outstanding improvement of solicitations for business affiliations and governments, affect experts to accomplish their examination in assumption examination. This exploration utilizes three front line ML classifiers SVM, Logistic Regression, Random Forest, Naive Bayes classifier for development of product review analysis. The tests are performed using Twitter yelp datasets. This data is available online on the web. The discussion conversation, review objections, destinations are a bit of the appraisal of rich resources where the study or posted articles is their inclination or all-around end towards the subject.
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    Smart Tourism Bangladesh
    (Daffodil International University, 2018-12-26) Khan, Md. Tazul Islam; Islam, Md. Ariful; Islam, Nourin; Imran, Md. Al
    Nowadays a smartphone user always looks for an android application for his daily need. Android makes it easier for people to use new applications on their device. Now the development of worldwide travel has been more outstanding and perfect. It is very important to offer travelers an outstanding travel platform. This project is to produce a travel guide for the whole of Bangladesh which can efficiently guide the travelers who visit this country. The aim of this project is to explore the requirements of tourists in Bangladesh and developed the solution of android application including some basic guidance for the travelers of the whole of Bangladesh. Every year thousands of tourists from different countries come to Bangladesh for traveling purposes. ―Smart Tourism Bangladesh‖ is also for native tourists who use Android-operated smartphones. This application has some advanced features for tourist to simplify their trip. This application helps a tourist as their guide and it contains lots of tourist spot information with their location, direction, and route. Traveler or tourist can use this app easily in their Android smartphones. This application provides a fast, simple, efficient and high-quality performance to the users.