Dr. Saddam is an Assistant Professor of Computer Science and Engineering Department. He achieved his PhD degree from BUET Data Science and Engineering Research Lab (DataLab) in 2018. His research interest includes social network analysis and mining, social computing, data mining, and machine learning. He has a number of quality publications in both national and international conferences and journals.
Data Science and Engineering Research Lab (DataLab), BUET
Thesis Title: Modeling and Predicting Psychological Attributes and Preferences of Users from Social Media Usage
Supervisors: Professor Dr. Mohammed Eunus Ali and Dr. Jalal Mahmud
- Social Computing
- Mental Health Modeling
- Data Mining
- Machine Learning
[J.1] Giunchiglia F, Md. Saddam Hossain Mukta, Nayeem MT, Hasan KT. Semantic Enabled Role Based Social Network. International Journal of Intelligent Systems and Applications. 2012 Nov 1:4(12):1, MECS Press, Hong Kong. [PDF]
[J.2] Md. Saddam Hossain Mukta, Mohammed Eunus Ali, Jalal Mahmud: “Identifying and validating personality traits-based homophilies for an egocentric network.” Journal of Social Network Analysis and Mining 6(1): 74:1-74:16, Springer International Publishing, 2016. [IF-1.61] [PDF]
[J.3] Md. Saddam Hossain Mukta, Mohammed Eunus Ali, Jalal Mahmud: “Temporal Modeling of Basic Human Values from Social Network Usage.” Journal of the Association for Information Science and Technology, 70(2):151-163, Wiley, 2019. [IF-2.83] [PDF]
[J.4] Euna Mehnaz Khan, Md. Saddam Hossain Mukta, Mohammed Eunus Ali and Jalal Mahmud, “Predicting Users’ Movie Preference and Rating Behavior from Personality and Values”, ACM Transactions on Interactive Intelligent Systems (TiiS), 2019. [IF- 2.69][PDF]
[J.5] S. Nawshin, Md. Saddam Hossain Mukta, M. E. Ali and A. K. M. N. Islam, “Modeling Weather-Aware Prediction of User Activities and Future Visits,” in IEEE Access, 2020. [IF-3.74] [PDF]
[C.1] Khan, Md Rezaul Haque, Md Akbar Hossain, and Md. Saddam Hossain Mukta. Zigbee cross layer optimization and protocol stack analysis on wireless sensor network for video surveillance. International conference on electronics, computer and communication (ICECC 2008), pp. 795-799. 2008. [PDF]
[C.2] Nayeem, Mir Tafseer, Md. Saddam Hossain Mukta, Ahmed, S., and Rahman, M. M. “Use of Human Cognition in HIP Design Via EmotIcons to Defend BOT Attacks”. Computational Science and Engineering (CSE), (pp. 178-185), 2012 IEEE 15th International Conference on. IEEE, 2012.
[C.3] Hasan KT, Md. Saddam Hossain Mukta, and Nayeem MT, Hasan Z. “Event-based content management by spontaneous metadata generation and diffusion”. In Computational Intelligence and Informatics (CINTI), 2012 IEEE 13th International Symposium on 2012 Nov 20 (pp. 97-102). IEEE.
[C.4] Rahman, Md Mahabur, Md Taksir Hasan Majumder, Md Saddam Hossain Mukta, Mohammed Eunus Ali, and Jalal Mahmud: “Can we predict eat-out preference of a person from tweets?.” Proceedings of the 8th ACM Conference on Web Science (WebSci). ACM, Hannover, Germany, 2016. [PDF]
[C.5] Md. Saddam Hossain Mukta, Mohammed Eunus Ali, Jalal Mahmud: “User Generated vs. Supported Contents: Which One Can Better Predict Basic Human Values?” In International Conference on Social Informatics (SocInfo) (pp. 454-470). Springer International Publishing, Bellevue, WA, USA, 2016. [PDF]
[C.6] Md. Saddam Hossain Mukta, Euna Mehnaz Khan, Mohammed Eunus Ali, Jalal Mahmud: “Predicting Movie Genre Preferences from Personality and Values of Social Media Users.” The International AAAI Conference on Web and Social Media (ICWSM), 624-627, Montreal, Canada, 2017. [PDF]
[C.7] Md. Saddam Hossain Mukta, Mohammed Eunus Ali, Jalal Mahmud: “Identifying and Predicting Temporal Change of Basic Human Values from Social Network Usage.” The IEEE/ACM international conference on Advances in Social Network Analysis and Mining (ASONAM), Sydney, Australia, 2017. [PDF]
[C.8] Md. Saddam Hossain Mukta, Mohammed Eunus Ali, Jalal Mahmud: “Deriving Interpersonal Role Identities from Social Network Interactions”. ACM International Conference on Networking, Systems, and Security (NSysS 2019). [PDF]
[C.9] Aneem Ahsan Rupai, Md. Saddam Hossain Mukta, A. K. M. Najmul Islam: “Predicting Bowling Performance in Cricket from Publicly Available Data”. ACM International Conference on Computing Advancements, ICCA 2020. [PDF]
[C.10] Md. Fazla Rabbi, Md. Saddam Hossain Mukta, Tanjima Nasreeen Jenia, A. K. M. Najmul Islam: “Predicting Fans’ FIFA World Cup Team Preference from Tweets”. 2nd International Conference on Cyber Security and Computer Science (ICONCS 2020), Springer International Publishing. [PDF]
[C.11] Abu Sadat Al Rafi, Tauhidur Rahman, Tanvir Ahmed Rajib, Mohammed Abdur Rahman Al Abir, Muhayminul Islam, and Md. Saddam Hossain Mukta, “A New Classification Technique: Random Weighted LSTM (RWL)”, IEEE Tensymp 2020. [PDF]
[C.12] Akif Ahmed, Md. Saddam Hossain Mukta, Fardin Muntasir, Shaguffta Rahman, A.K.M. Najmul
Islam and Mohammed Eunus Ali, “Can COVID-19 Change the Big5 Personality Traits of the US Health Workers?”, ACM International Conference on Networking, Systems, and Security (NSysS 2020). [Accepted]
[C.13] Nabila Kamal, Farhana Sarker, Md. Saddam Hossain Mukta, Khondaker A. Mamun, “Predictive Analysis of the Effects of Personality Traits on an Academic Program”, 2nd ICAICT, 28-29 November 2020, Dhaka, Bangladesh. [Accepted]
[b.1] Md. Saddam Hossain Mukta, Saiful Azad, Practical Cryptography: Algorithms and Implementations Using C++, CRC press, USA, 2019.
[b.2] Md. Saef Ullah Miah, Mashiour Rahman, Md. Saddam Hossain Mukta, Aneem Ahsan Rupai. Introduction to Blockchain. Blockchain for Data Analytics. Cambridge Scholars Publishing, UK, 2019. [PDF]
- Association for the Advancement of Artificial Intelligence (AAAI)
- Association for Computing Machinery (ACM)
- IEEE Computer Society