Browsing by Author "Basak, Setu"

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A Review Paper on Comparison of Different Algorithm Used in Text Summarization
(Springer, 2019-11-11) Basak, Setu; Gazi, MD. Delowar Hossain; Chowdhury, S. M. Mazharul Hoque
At present, Data remains as the most important part of human life. The future of data generation is manipulated through different data analysis techniques. But every day it is becoming much more difficult. Due to current growth of technology, People are generating huge amount of uncontrollable data. Because of that text summarization became important to reduce the volume of the data and extracts the required useful information. This review based paper discusses about different text summarization techniques and algorithms along with their accuracy and efficiency. So that the researchers can easily understand the concept of text summarization and find their expected information in a fast pace.
Evaluation of Proposed pH Meter in Determining the Amount of Soil Supplement Needed for IRRI-28
(2019 5th International Conference on Advances in Electrical Engineering, IEEE, 2019) Basak, Setu; Roy, Joyonto Kumar; Ratan, Md. Rakybuzzaman; Hossain, Syed Akhter
Soil pH is a key parameter for higher crop productivity. Soil pH is a proportion of hydronium particle (more ordinarily the H +) movement in the soil arrangement. Soil nutrient analysis is very important for a good harvest. On the off chance that the soil is in great condition it is extremely appropriate for a supportable harvest. We can rely upon the soil pH for a decent nutrient pointer. At the point when soil corrosiveness changes, the solvency of various metal particles additionally change. Plant development is extremely influenced by the changing centralization of these metals in arrangement instead of by the corrosiveness itself. The point in overseeing soil pH isn't to accomplish a specific pH esteem, however to modify the causticity to the point where there are no dangerous metals in arrangement and the accessibility of supplements is at its greatest. This condition is normally accomplished when the soil pH is somewhere in the range of 5.8 and 6.5, anyway a few plants have extraordinary corrosiveness necessities. We are proposing a system that measures the soil pH and inform the amount of fertilizer needed to its user. Our system measures the pH value of the soil which determine the nutrient elements present in the soil, as a result the users of our system can easily know the condition of their fields. They not only get to know the pH value but also the solution means the amount of fertilizer to be added in their fields for attaining the optimal pH suitable for better production.
Predicting and Staging Chronic Kidney Disease of Diabetes (Type-2) Patient Using Machine Learning Algorithms
(International Journal of Innovative Technology and Exploring Engineering, Blue Eyes Intelligence Engineering & Sciences Publication, 2019-10-02) Basak, Setu; Alam, Md. Mahbub; Rakshit, Aniruddha; Marouf, Ahmed Al; Majumder, Anup
Mortality because of unending kidney disease increments essentially in recent years. Nowadays, about 422 million patients are suffering from diabetes among them around 30 percent of patients with Type 1 (adolescent beginning) diabetes and around 10 to 40 percent of those with Type 2 (grown-up beginning) diabetes in the end will experience the negative impacts of kidney damage. It is evident, that early detection of Chronic Kidney Disease (CKD) can mitigate the level of damage in the adulthood. In this paper, we have presented a comparative analysis based on the performance of five different algorithms-Naive Bayes (NB), In-stance Based Learning (IBK), Random Forest (RF), Decision Stump (DS) and Decision Tree (J48) for predicting CKD of diabetes patients only by urine test. Among all the algorithms the IBK gives the best result. Our comparison of different algorithms will help people with diabetes to find out if they are having CKD or not.
Prospect Of Digital Bank In The Context Of Bangladesh
(Daffodil International University, 2024-07-06) Basak, Setu
Digital banking has brought about a significant shift in the way that financial services are delivered and consumed in the modern day. The emergence of these organizations in Bangladesh can be attributed to the government's support of digital banking and the country's rising internet penetration. This is an attempt to examine the possibilities of digital banking in Bangladesh by providing a more comprehensive overview of the industry's current situation and weighing its advantages and disadvantages. There is a growing population of internet users and a proliferation of mobile financial services (MFS) providers such as bKash, Rocket, and NAGAD. These fintech businesses are now an integral part of the nation's financial ecosystems. The benefits of digital banking in Bangladesh are manifold, including enhanced customer satisfaction, economies of scale for both banks and clients relative to physical facilities, and better convenience and accessibility. Reaching the full potential of these advantages will require overcoming certain obstacles. Infrastructure barriers, such as those relating to biometrics, privacy concerns, and consumer trust difficulties; hazards linked with the internet, such as hacking and server vulnerabilities that might be exploited; and the desire for commerce to be legalized. The use of further cutting-edge technologies like big data analytics, block chain, and artificial intelligence is anticipated to advance the state of digital banking services as we move forward. Mobile financial services, expanding alliances between traditional banks and fintech companies, and more regulatory support will all support future expansion. The prospect of digital bank in Bangladesh is promising, with the potential to significantly contribute to the country's economic development and the broader goal of achieving a SMART Bangladesh.
Prospect of Digital Bank in the context of Bangladesh
(DAFFODIL INTERNATIONAL UNIVERSITY, 2024-07-14) Basak, Setu
Digital banking has brought about a significant shift in the way that financial services are delivered and consumed in the modern day. The emergence of these organizations in Bangladesh can be attributed to the government's support of digital banking and the country's rising internet penetration. This is an attempt to examine the possibilities of digital banking in Bangladesh by providing a more comprehensive overview of the industry's current situation and weighing its advantages and disadvantages. There is a growing population of internet users and a proliferation of mobile financial services (MFS) providers such as bKash, Rocket, and NAGAD. These fintech businesses are now an integral part of the nation's financial ecosystems. The benefits of digital banking in Bangladesh are manifold, including enhanced customer satisfaction, economies of scale for both banks and clients relative to physical facilities, and better convenience and accessibility. Reaching the full potential of these advantages will require overcoming certain obstacles. Infrastructure barriers, such as those relating to biometrics, privacy concerns, and consumer trust difficulties; hazards linked with the internet, such as hacking and server vulnerabilities that might be exploited; and the desire for commerce to be legalized. The use of further cutting-edge technologies like big data analytics, block chain, and artificial intelligence is anticipated to advance the state of digital banking services as we move forward. Mobile financial services, expanding alliances between traditional banks and fintech companies, and more regulatory support will all support future expansion. The prospect of digital bank in Bangladesh is promising, with the potential to significantly contribute to the country's economic development and the broader goal of achieving a SMART Bangladesh
Virtual Vision for Blind People Using Mobile Camera and Sonar Sensors
(Scopus, 2020) Suny, Shams Shahriar; Basak, Setu; Chowdhury, S. M. Mazharul Hoque
In this modern era of technology, almost all the real life challenges are solved by using the innovative technological solutions. We know there are many blind people, who still remain outside from the touch of modern and digitized technologies. Blind people cannot get proper direction for their destination path and it is still hard to find out what object that he/she will interact with. The proposed model will not only help in their easy movement but also give them a virtual vision. In this implementation we will use NodeMCU and mobile camera which will be guided by OpenCv library that uses Python to detect an object. It will also analyze and report the object type to the user, which will create a virtual vision to the user. On the other hand, there will be some sonar sensors which will include vibration motor to help the blind persons to sense that there is an obstacle ahead in that direction. The future work of this project will provide the blind person a proper direction to his/her way using Google maps.