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23 results on '"Islam, Md. Adnanul"'

2. Predicting Users' Value Changes by the Friends' Influence from Social Media Usage

Author

Mukta, Md. Saddam Hossain, Sakib, Ahmed Shahriar, Islam, Md. Adnanul, Ahmed, Mohiuddin, and Rifat, Mumshad Ahamed

Subjects
Computer Science - Social and Information Networks, Computer Science - Machine Learning, I.2.8
Abstract

Basic human values represent a set of values such as security, independence, success, kindness, and pleasure, which we deem important to our lives. Each of us holds different values with different degrees of significance. Existing studies show that values of a person can be identified from their social network usage. However, the value priority of a person may change over time due to different factors such as life experiences, influence, social structure and technology. Existing studies do not conduct any analysis regarding the change of users' value from the social influence, i.e., group persuasion, form the social media usage. In our research, first, we predict users' value score by the influence of friends from their social media usage. We propose a Bounded Confidence Model (BCM) based value dynamics model from 275 different ego networks in Facebook that predicts how social influence may persuade a person to change their value over time. Then, to predict better, we use particle swarm optimization based hyperparameter tuning technique. We observe that these optimized hyperparameters produce accurate future value score. We also run our approach with different machine learning based methods and find support vector regression (SVR) outperforms other regressor models. By using SVR with the best hyperparameters of BCM model, we find the lowest Mean Squared Error (MSE) score 0.00347., Comment: 11 pages

Published
2021

3. Predicting Users’ Eat-Out Preference from Big5 Personality Traits

Author

Mukta, Md. Saddam Hossain, Zaman, Akib, Islam, Md. Adnanul, Hossain, Bayzid Ashik, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Kumar, Sandeep, editor, Sharma, Harish, editor, Balachandran, K., editor, Kim, Joong Hoon, editor, and Bansal, Jagdish Chand, editor

Published
2023
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4. Exploring Word2vec Embedding for Sentiment Analysis of Bangla Raw and Romanized Text

Author

Zim, Sumaiya Kashmin, Ashraf, Fardeen, Iqbal, Tasnia, Islam, Md. Adnanul, Polok, Isbat Khan, Ahmed, Lopa, Rahman, Md. Mahbubur, Mukta, Md. Saddam Hossain, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Saraswat, Mukesh, editor, Chowdhury, Chandreyee, editor, Kumar Mandal, Chintan, editor, and Gandomi, Amir H., editor

Published
2023
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10. A Memory-Efficient Tool for Bengali Parts of Speech Tagging

Author

Sakiba, Shadikun Nahar, Shuvo, Md. Mahatab Uddin, Hossain, Najia, Das, Samir Kumar, Mela, Joyita Das, Islam, Md. Adnanul, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Hemanth, D. Jude, editor, Vadivu, G., editor, Sangeetha, M., editor, and Balas, Valentina Emilia, editor

Published
2021
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14. Punctuation Prediction in Bangla Text

Author

Rahman, Habibur, primary, Rahin, Md. Rezwan Shahrior, additional, Mahbub, Araf Mohammad, additional, Islam, Md. Adnanul, additional, Mukta, Md. Saddam Hossain, additional, and Rahman, Md. Mahbubur, additional

Published
2023
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23. Polygot

Author

Islam, Md. Adnanul, primary and Islam, A. B. M. Alim Al, additional

Published
2016
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