Sentiment Analysis Methodology of Twitter Data with an application on Hajj season

Mahmoud Elgamal

Abstract With the rapid growth of the internet, millions of people are sharing their views and opinions on a variety of topics on microblogging sites, as it contains simple expressions. Microblogging websites are just social media sites to which user makes real time short and frequent posts about everything. In big event gathering like Hajj, to get rapid and accurate views and impressions of hajji about some quality of service or other views is of a great importance as time and space are limited. In this paper, we utilize tweets during Hajj to do sentiment analysis; the tweets are preprocessed by experience three phases; tokenization, normalization, and part of speech (POS) tagging. In the final step, Naïve Bayes classifier used to classify tweet as positive or negative by comparing each word in the query tweet with the labeled words in the lexicon.

Keywords Naïve Bayes Classifier, Performance Analysis, Sentiment Analysis, Twitter.

Click here to Download Full Paper

Dynamic analyses of a flat plate and a beam subjected to a moving load

AD Publications is a rapidly growing academic publisher in the fields of Engineering, Medical-Health, Environmental Science and Agriculture Research. AD Publications is a registered organization broad-based open access and publishes most exciting researches with respect to the subjects of our journals. The Journals is being indexed and abstracted by all major global current awareness and alerting services.
The organization aims at undertaking, co- coordinating and promoting research and development. It provides professional and academic guidance in the field of basic education, Higher Education as well in the Technical Education. Our Aims is to Promote and support, High Quality basic, Scientific Research and development in fields of Engineering, Medical-Health, Environmental Science and Agriculture Research and to Generate Public awareness, provide advice to scholar’s researchers and communicate research outcomes.

Some Important Links About Research Journal
International Journal
Agriculture Journal
Medical Journal
Environmental Journal
Engineering Journal

Translate »